From e2dcbcd532bebdb46992ab58b53ae37f1477cec0 Mon Sep 17 00:00:00 2001
From: wangchuande <wangchuande1223@gmail.com>
Date: Tue, 22 Jan 2019 18:30:51 +0800
Subject: [PATCH 001/251] fix orcFileStartRead

---
 .../plugin/reader/hdfsreader/DFSUtil.java     | 36 ++++++++++---------
 1 file changed, 20 insertions(+), 16 deletions(-)

diff --git a/hdfsreader/src/main/java/com/alibaba/datax/plugin/reader/hdfsreader/DFSUtil.java b/hdfsreader/src/main/java/com/alibaba/datax/plugin/reader/hdfsreader/DFSUtil.java
index c39d3847..505e8064 100644
--- a/hdfsreader/src/main/java/com/alibaba/datax/plugin/reader/hdfsreader/DFSUtil.java
+++ b/hdfsreader/src/main/java/com/alibaba/datax/plugin/reader/hdfsreader/DFSUtil.java
@@ -331,26 +331,30 @@ public class DFSUtil {
                 //If the network disconnected, will retry 45 times, each time the retry interval for 20 seconds
                 //Each file as a split
                 //TODO multy threads
-                InputSplit[] splits = in.getSplits(conf, 1);
+                // OrcInputFormat getSplits params numSplits not used, splits size = block numbers
+                InputSplit[] splits = in.getSplits(conf, -1);
+                for (InputSplit split : splits) {
+                    {
+                        RecordReader reader = in.getRecordReader(split, conf, Reporter.NULL);
+                        Object key = reader.createKey();
+                        Object value = reader.createValue();
+                        // 获取列信息
+                        List<? extends StructField> fields = inspector.getAllStructFieldRefs();
 
-                RecordReader reader = in.getRecordReader(splits[0], conf, Reporter.NULL);
-                Object key = reader.createKey();
-                Object value = reader.createValue();
-                // 获取列信息
-                List<? extends StructField> fields = inspector.getAllStructFieldRefs();
+                        List<Object> recordFields;
+                        while (reader.next(key, value)) {
+                            recordFields = new ArrayList<Object>();
 
-                List<Object> recordFields;
-                while (reader.next(key, value)) {
-                    recordFields = new ArrayList<Object>();
-
-                    for (int i = 0; i <= columnIndexMax; i++) {
-                        Object field = inspector.getStructFieldData(value, fields.get(i));
-                        recordFields.add(field);
+                            for (int i = 0; i <= columnIndexMax; i++) {
+                                Object field = inspector.getStructFieldData(value, fields.get(i));
+                                recordFields.add(field);
+                            }
+                            transportOneRecord(column, recordFields, recordSender,
+                                    taskPluginCollector, isReadAllColumns, nullFormat);
+                        }
+                        reader.close();
                     }
-                    transportOneRecord(column, recordFields, recordSender,
-                            taskPluginCollector, isReadAllColumns, nullFormat);
                 }
-                reader.close();
             } catch (Exception e) {
                 String message = String.format("从orcfile文件路径[%s]中读取数据发生异常，请联系系统管理员。"
                         , sourceOrcFilePath);

From 1dc534311374195b4dcc4d0c7564721c3ba78558 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Tue, 13 Oct 2020 04:48:28 +0000
Subject: [PATCH 002/251] Bump junit from 4.11 to 4.13.1 in
 /elasticsearchwriter

Bumps [junit](https://github.com/junit-team/junit4) from 4.11 to 4.13.1.
- [Release notes](https://github.com/junit-team/junit4/releases)
- [Changelog](https://github.com/junit-team/junit4/blob/main/doc/ReleaseNotes4.11.md)
- [Commits](https://github.com/junit-team/junit4/compare/r4.11...r4.13.1)

Signed-off-by: dependabot[bot] <support@github.com>
---
 elasticsearchwriter/pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/elasticsearchwriter/pom.xml b/elasticsearchwriter/pom.xml
index 2a246805..a60dbd88 100644
--- a/elasticsearchwriter/pom.xml
+++ b/elasticsearchwriter/pom.xml
@@ -50,7 +50,7 @@
         <dependency>
             <groupId>junit</groupId>
             <artifactId>junit</artifactId>
-            <version>4.11</version>
+            <version>4.13.1</version>
             <scope>test</scope>
         </dependency>
     </dependencies>

From 9f5d9a6317367b28a4257bfc3654e469064275e2 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Wed, 10 Mar 2021 13:34:02 +0800
Subject: [PATCH 003/251] add doriswriter

---
 doriswriter/doc/doriswriter.md                | 170 ++++++++++++++++++
 doriswriter/pom.xml                           | 155 ++++++++++++++++
 doriswriter/src/main/assembly/package.xml     |  35 ++++
 .../writer/doriswriter/DorisWriter.java       | 144 +++++++++++++++
 .../doriswriter/DorisWriterOptions.java       | 111 ++++++++++++
 .../manager/DorisStreamLoadVisitor.java       | 143 +++++++++++++++
 .../manager/DorisWriterManager.java           | 113 ++++++++++++
 .../doriswriter/util/DorisWriterUtil.java     |  83 +++++++++
 doriswriter/src/main/resources/plugin.json    |   6 +
 .../main/resources/plugin_job_template.json   |  14 ++
 package.xml                                   |   7 +
 pom.xml                                       |   3 +-
 12 files changed, 983 insertions(+), 1 deletion(-)
 create mode 100644 doriswriter/doc/doriswriter.md
 create mode 100755 doriswriter/pom.xml
 create mode 100755 doriswriter/src/main/assembly/package.xml
 create mode 100755 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
 create mode 100755 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/util/DorisWriterUtil.java
 create mode 100755 doriswriter/src/main/resources/plugin.json
 create mode 100644 doriswriter/src/main/resources/plugin_job_template.json

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
new file mode 100644
index 00000000..715afa8c
--- /dev/null
+++ b/doriswriter/doc/doriswriter.md
@@ -0,0 +1,170 @@
+# DataX DorisWriter
+
+
+---
+
+
+## 1 快速介绍
+
+DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。在底层实现上， DorisWriter 通过Streamload以csv格式导入数据至Doris。
+
+
+## 2 实现原理
+
+ DorisWriter 通过Streamload以csv格式导入数据至Doris， 内部将`reader`读取的数据进行缓存后批量导入至Doris，以提高写入性能。
+
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+* 这里使用一份从内存Mysql读取数据后导入至Doris。
+
+```json
+{
+    "job": {
+        "setting": {
+            "speed": {
+                 "channel": 1
+            },
+            "errorLimit": {
+                "record": 0,
+                "percentage": 0
+            }
+        },
+        "content": [
+            {
+                "reader": {
+                    "name": "mysqlreader",
+                    "parameter": {
+                        "username": "xxxx",
+                        "password": "xxxx",
+                        "column": [ "k1", "k2", "v1", "v2" ],
+                        "connection": [
+                            {
+                                "table": [ "table1", "table2" ],
+                                "jdbcUrl": [
+                                     "jdbc:mysql://127.0.0.1:3306/datax_test1"
+                                ]
+                            },
+                            {
+                                "table": [ "table3", "table4" ],
+                                "jdbcUrl": [
+                                     "jdbc:mysql://127.0.0.1:3306/datax_test2"
+                                ]
+                            }
+                        ]
+                    }
+                },
+               "writer": {
+                    "name": "doriswriter",
+                    "parameter": {
+                        "username": "xxxx",
+                        "password": "xxxx",
+                        "database": "xxxx",
+                        "table": "xxxx",
+                        "column": ["k1", "k2", "v1", "v2"],
+                        "preSql": [],
+                        "postSql": [], 
+                        "jdbcUrl": "jdbc:mysql://172.28.17.100:9030/",
+                        "loadUrl": ["172.28.17.100:8030", "172.28.17.100:8030"]
+                    }
+                }
+            }
+        ]
+    }
+}
+
+```
+
+
+### 3.2 参数说明
+
+* **username**
+
+	* 描述：Doris数据库的用户名 <br />
+
+	* 必选：是 <br />
+
+	* 默认值：无 <br />
+
+* **password**
+
+	* 描述：Doris数据库的密码 <br />
+
+	* 必选：是 <br />
+
+	* 默认值：无 <br />
+
+* **database**
+
+	* 描述：Doris表的数据库名称。
+
+	* 必选：是 <br />
+
+	* 默认值：无 <br />
+
+* **table**
+
+	* 描述：Doris表的表名称。
+
+	* 必选：是 <br />
+
+	* 默认值：无 <br />
+
+* **loadUrl**
+
+	* 描述：Doris FE的地址用于Streamload，可以为多个fe地址，`fe_ip:fe_http_port`。
+
+	* 必选：是 <br />
+
+	* 默认值：无 <br />
+
+* **column**
+
+	* 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。
+
+			**column配置项必须指定，不能留空！**
+
+               注意：我们强烈不推荐你这样配置，因为当你目的表字段个数、类型等有改动时，你的任务可能运行不正确或者失败
+
+	* 必选：是 <br />
+
+	* 默认值：否 <br />
+
+* **preSql**
+
+	* 描述：写入数据到目的表前，会先执行这里的标准语句。 <br />
+
+	* 必选：否 <br />
+
+	* 默认值：无 <br />
+
+* **postSql**
+
+	* 描述：写入数据到目的表后，会执行这里的标准语句。 <br />
+
+	* 必选：否 <br />
+
+	* 默认值：无 <br />
+
+* **jdbcUrl**
+
+	* 描述：目的数据库的 JDBC 连接信息，用于执行`preSql`及`postSql`。 <br />
+
+ 	* 必选：否 <br />
+
+	* 默认值：无 <br />
+
+
+### 3.3 类型转换
+
+传入的数据均会被转为字符串，并以`\t`作为列分隔符，`\n`作为行分隔符，组成`csv`文件进行StreamLoad导入操作。
+
+## 4 性能报告
+
+
+## 5 约束限制
+
+
+## FAQ
diff --git a/doriswriter/pom.xml b/doriswriter/pom.xml
new file mode 100755
index 00000000..2bbf1d22
--- /dev/null
+++ b/doriswriter/pom.xml
@@ -0,0 +1,155 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<parent>
+		<groupId>com.alibaba.datax</groupId>
+		<artifactId>datax-all</artifactId>
+		<version>0.0.1-SNAPSHOT</version>
+	</parent>
+	<artifactId>doriswriter</artifactId>
+	<name>doriswriter</name>
+	<packaging>jar</packaging>
+
+	<dependencies>
+		<dependency>
+			<groupId>com.alibaba.datax</groupId>
+			<artifactId>datax-common</artifactId>
+			<version>${datax-project-version}</version>
+			<exclusions>
+				<exclusion>
+					<artifactId>slf4j-log4j12</artifactId>
+					<groupId>org.slf4j</groupId>
+				</exclusion>
+			</exclusions>
+		</dependency>
+		<dependency>
+			<groupId>org.slf4j</groupId>
+			<artifactId>slf4j-api</artifactId>
+		</dependency>
+		<dependency>
+			<groupId>ch.qos.logback</groupId>
+			<artifactId>logback-classic</artifactId>
+		</dependency>
+
+		<dependency>
+			<groupId>com.alibaba.datax</groupId>
+			<artifactId>plugin-rdbms-util</artifactId>
+			<version>${datax-project-version}</version>
+		</dependency>
+		<dependency>
+            <groupId>commons-codec</groupId>
+            <artifactId>commons-codec</artifactId>
+            <version>1.9</version>
+        </dependency>
+        <dependency>
+            <groupId>commons-logging</groupId>
+            <artifactId>commons-logging</artifactId>
+            <version>1.1.1</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.httpcomponents</groupId>
+            <artifactId>httpcore</artifactId>
+            <version>4.4.6</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.httpcomponents</groupId>
+            <artifactId>httpclient</artifactId>
+            <version>4.5.3</version>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba</groupId>
+            <artifactId>fastjson</artifactId>
+            <version>1.2.75</version>
+        </dependency>
+		<dependency>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>5.1.34</version>
+        </dependency>
+	</dependencies>
+
+	<build>
+		<plugins>
+			<!-- compiler plugin -->
+			<plugin>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<configuration>
+					<source>${jdk-version}</source>
+					<target>${jdk-version}</target>
+					<encoding>${project-sourceEncoding}</encoding>
+				</configuration>
+			</plugin>
+			<plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-shade-plugin</artifactId>
+                <version>3.0.0</version>
+                <executions>
+                    <!-- Run shade goal on package phase -->
+                    <execution>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>shade</goal>
+                        </goals>
+                        <configuration>
+                            <createDependencyReducedPom>true</createDependencyReducedPom>
+                            <relocations>
+                                <relocation>
+                                    <pattern>com.alibaba.fastjson</pattern>
+                                    <shadedPattern>com.dorisdb.shade.com.alibaba.fastjson</shadedPattern>
+                                </relocation>
+                                <relocation>
+                                    <pattern>org.apache.http</pattern>
+                                    <shadedPattern>com.dorisdb.shade.org.apache.http</shadedPattern>
+                                </relocation>
+                                <relocation>
+                                    <pattern>org.apache.commons</pattern>
+                                    <shadedPattern>com.dorisdb.shade.org.apache.commons</shadedPattern>
+                                </relocation>
+                            </relocations>
+                            <artifactSet>
+                                <includes>
+                                    <include>commons-codec:commons-codec</include>
+                                    <include>commons-logging:*</include>
+                                    <include>org.apache.httpcomponents:httpclient</include>
+                                    <include>org.apache.httpcomponents:httpcore</include>
+                                    <include>com.alibaba:fastjson</include>
+                                </includes>
+                            </artifactSet>
+                            <filters>
+                                <filter>
+                                    <!-- Do not copy the signatures in the META-INF folder.
+                                    Otherwise, this might cause SecurityExceptions when using the JAR. -->
+                                    <artifact>*:*</artifact>
+                                    <excludes>
+                                        <exclude>META-INF/*.SF</exclude>
+                                        <exclude>META-INF/*.DSA</exclude>
+                                        <exclude>META-INF/*.RSA</exclude>
+                                    </excludes>
+                                </filter>
+                            </filters>
+                        </configuration>
+                    </execution>
+                </executions>
+            </plugin>
+			<!-- assembly plugin -->
+			<plugin>
+				<artifactId>maven-assembly-plugin</artifactId>
+				<configuration>
+					<descriptors>
+						<descriptor>src/main/assembly/package.xml</descriptor>
+					</descriptors>
+					<finalName>datax</finalName>
+				</configuration>
+				<executions>
+					<execution>
+						<id>dwzip</id>
+						<phase>package</phase>
+						<goals>
+							<goal>single</goal>
+						</goals>
+					</execution>
+				</executions>
+			</plugin>
+		</plugins>
+	</build>
+</project>
diff --git a/doriswriter/src/main/assembly/package.xml b/doriswriter/src/main/assembly/package.xml
new file mode 100755
index 00000000..2e0880e1
--- /dev/null
+++ b/doriswriter/src/main/assembly/package.xml
@@ -0,0 +1,35 @@
+<assembly
+	xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+	xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+	xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+	<id></id>
+	<formats>
+		<format>dir</format>
+	</formats>
+	<includeBaseDirectory>false</includeBaseDirectory>
+	<fileSets>
+		<fileSet>
+			<directory>src/main/resources</directory>
+			<includes>
+				<include>plugin.json</include>
+				<include>plugin_job_template.json</include>
+			</includes>
+			<outputDirectory>plugin/writer/doriswriter</outputDirectory>
+		</fileSet>
+		<fileSet>
+			<directory>target/</directory>
+			<includes>
+				<include>doriswriter-0.0.1-SNAPSHOT.jar</include>
+			</includes>
+			<outputDirectory>plugin/writer/doriswriter</outputDirectory>
+		</fileSet>
+	</fileSets>
+
+	<dependencySets>
+		<dependencySet>
+			<useProjectArtifact>false</useProjectArtifact>
+			<outputDirectory>plugin/writer/doriswriter/libs</outputDirectory>
+			<scope>runtime</scope>
+		</dependencySet>
+	</dependencySets>
+</assembly>
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
new file mode 100755
index 00000000..0cbe579c
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -0,0 +1,144 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.dorisdb.connector.datax.plugin.writer.doriswriter.manager.DorisWriterManager;
+import com.dorisdb.connector.datax.plugin.writer.doriswriter.util.DorisWriterUtil;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.util.ArrayList;
+import java.util.List;
+
+public class DorisWriter extends Writer {
+    
+    public static class Job extends Writer.Job {
+
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        private Configuration originalConfig = null;
+        private DorisWriterOptions options;
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            options = new DorisWriterOptions(super.getPluginJobConf());
+            options.doPretreatment();
+        }
+
+        @Override
+        public void preCheck(){
+            this.init();
+            DorisWriterUtil.preCheckPrePareSQL(options);
+            DorisWriterUtil.preCheckPostSQL(options);
+        }
+
+        @Override
+        public void prepare() {
+            String username = options.getUsername();
+            String password = options.getPassword();
+            String jdbcUrl = options.getJdbcUrl();
+            List<String> renderedPreSqls = DorisWriterUtil.renderPreOrPostSqls(options.getPreSqlList(), options.getTable());
+            if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
+                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPreSqls), jdbcUrl);
+                DorisWriterUtil.executeSqls(conn, renderedPreSqls);
+                DBUtil.closeDBResources(null, null, conn);
+            }
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            List<Configuration> configurations = new ArrayList<>(mandatoryNumber);
+            for (int i = 0; i < mandatoryNumber; i++) {
+                configurations.add(originalConfig);
+            }
+            return configurations;
+        }
+
+        @Override
+        public void post() {
+            String username = options.getUsername();
+            String password = options.getPassword();
+            String jdbcUrl = options.getJdbcUrl();
+            List<String> renderedPostSqls = DorisWriterUtil.renderPreOrPostSqls(options.getPostSqlList(), options.getTable());
+            if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
+                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPostSqls), jdbcUrl);
+                DorisWriterUtil.executeSqls(conn, renderedPostSqls);
+                DBUtil.closeDBResources(null, null, conn);
+            }
+        }
+
+        @Override
+        public void destroy() {
+        }
+
+    }
+
+    public static class Task extends Writer.Task {
+        private DorisWriterManager writerManager;
+        private DorisWriterOptions options;
+
+        @Override
+        public void init() {
+            options = new DorisWriterOptions(super.getPluginJobConf());
+            writerManager = new DorisWriterManager(options);
+        }
+
+        @Override
+        public void prepare() {
+        }
+
+        public void startWrite(RecordReceiver recordReceiver) {
+            try {
+                Record record;
+                while ((record = recordReceiver.getFromReader()) != null) {
+                    if (record.getColumnNumber() != options.getColumns().size()) {
+                        throw DataXException
+                                .asDataXException(
+                                        DBUtilErrorCode.CONF_ERROR,
+                                        String.format(
+                                                "列配置信息有错误. 因为您配置的任务中，源头读取字段数:%s 与 目的表要写入的字段数:%s 不相等. 请检查您的配置并作出修改.",
+                                                record.getColumnNumber(),
+                                                options.getColumns().size()));
+                    }
+                    StringBuilder sb = new StringBuilder();
+                    for (int i = 0; i < record.getColumnNumber(); i++) {
+                        sb.append(record.getColumn(i).getRawData().toString());
+                        if (i < record.getColumnNumber() - 1) {
+                            sb.append("\t");
+                        }
+                    }
+                    writerManager.writeRecord(sb.toString());
+                }
+            } catch (Exception e) {
+                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
+            }
+        }
+
+        @Override
+        public void post() {
+            try {
+                writerManager.flush(writerManager.createBatchLabel());
+            } catch (Exception e) {
+                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
+            }
+        }
+
+        @Override
+        public void destroy() {}
+
+        @Override
+        public boolean supportFailOver(){
+            return false;
+        }
+    }
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
new file mode 100644
index 00000000..1d9cb2be
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
@@ -0,0 +1,111 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter;
+
+import java.io.Serializable;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+
+import java.util.List;
+
+public class DorisWriterOptions implements Serializable {
+
+    private static final long serialVersionUID = 1l;
+    private static final long KILO_BYTES_SCALE = 1024l;
+    private static final long MEGA_BYTES_SCALE = KILO_BYTES_SCALE * KILO_BYTES_SCALE;
+    private static final int MAX_RETRIES = 1;
+    private static final int BATCH_ROWS = 500000;
+    private static final long BATCH_BYTES = 100 * MEGA_BYTES_SCALE;
+
+    private static final String KEY_USERNAME = "username";
+    private static final String KEY_PASSWORD = "password";
+    private static final String KEY_DATABASE = "database";
+    private static final String KEY_TABLE = "table";
+    private static final String KEY_COLUMN = "column";
+    private static final String KEY_PRE_SQL = "preSql";
+    private static final String KEY_POST_SQL = "postSql";
+    private static final String KEY_JDBC_URL = "jdbcUrl";
+    private static final String KEY_LOAD_URL = "loadUrl";
+
+    private final Configuration options;
+
+    public DorisWriterOptions(Configuration options) {
+        this.options = options;
+    }
+
+    public void doPretreatment() {
+        validateRequired();
+        validateStreamLoadUrl();
+    }
+    
+    public String getJdbcUrl() {
+        return options.getString(KEY_JDBC_URL);
+    }
+
+    public String getDatabase() {
+        return options.getString(KEY_DATABASE);
+    }
+
+    public String getTable() {
+        return options.getString(KEY_TABLE);
+    }
+
+    public String getUsername() {
+        return options.getString(KEY_USERNAME);
+    }
+
+    public String getPassword() {
+        return options.getString(KEY_PASSWORD);
+    }
+
+    public List<String> getLoadUrlList() {
+        return options.getList(KEY_LOAD_URL, String.class);
+    }
+
+    public List<String> getColumns() {
+        return options.getList(KEY_COLUMN, String.class);
+    }
+
+    public List<String> getPreSqlList() {
+        return options.getList(KEY_PRE_SQL, String.class);
+    }
+
+    public List<String> getPostSqlList() {
+        return options.getList(KEY_POST_SQL, String.class);
+    }
+
+    public int getMaxRetries() {
+        return MAX_RETRIES;
+    }
+
+    public int getBatchRows() {
+        return BATCH_ROWS;
+    }
+
+    public long getBatchSize() {
+        return BATCH_BYTES;
+    }
+
+    private void validateStreamLoadUrl() {
+        List<String> urlList = getLoadUrlList();
+        for (String host : urlList) {
+            if (host.split(":").length < 2) {
+                throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+                    "loadUrl的格式不正确，请输入 `fe_ip:fe_http_ip;fe_ip:fe_http_ip`。");
+            }
+        }
+    }
+
+    private void validateRequired() {
+       final String[] requiredOptionKeys = new String[]{
+            KEY_USERNAME,
+            KEY_PASSWORD,
+            KEY_DATABASE,
+            KEY_TABLE,
+            KEY_LOAD_URL
+        };
+        for (String optionKey : requiredOptionKeys) {
+            options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE);
+        }
+    }
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
new file mode 100644
index 00000000..a01b906b
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
@@ -0,0 +1,143 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.manager;
+
+import java.io.IOException;
+import java.io.Serializable;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.nio.charset.StandardCharsets;
+
+import com.alibaba.fastjson.JSON;
+import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
+
+import org.apache.commons.codec.binary.Base64;
+import org.apache.http.HttpEntity;
+import org.apache.http.client.config.RequestConfig;
+import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.methods.HttpPut;
+import org.apache.http.entity.ByteArrayEntity;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.DefaultRedirectStrategy;
+import org.apache.http.impl.client.HttpClientBuilder;
+import org.apache.http.impl.client.HttpClients;
+import org.apache.http.util.EntityUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.List;
+import java.util.Map;
+
+ 
+public class DorisStreamLoadVisitor implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+
+    private static final Logger LOG = LoggerFactory.getLogger(DorisStreamLoadVisitor.class);
+
+    private final DorisWriterOptions writerOptions;
+    private int pos;
+
+    public DorisStreamLoadVisitor(DorisWriterOptions writerOptions) {
+        this.writerOptions = writerOptions;
+    }
+
+    public void doStreamLoad(String label, List<String> labeledRows) throws IOException {
+        String host = getAvailableHost();
+        if (null == host) {
+            throw new IOException("None of the host in `load_url` could be connected.");
+        }
+        String loadUrl = new StringBuilder(host)
+            .append("/api/")
+            .append(writerOptions.getDatabase())
+            .append("/")
+            .append(writerOptions.getTable())
+            .append("/_stream_load")
+            .toString();
+        Map<String, Object> loadResult = doHttpPut(loadUrl, label, joinRows(labeledRows));
+        final String keyStatus = "Status";
+        if (null == loadResult || !loadResult.containsKey(keyStatus)) {
+            throw new IOException("Unable to flush data to doris: unknown result status.");
+        }
+        if (loadResult.get(keyStatus).equals("Fail")) {
+            throw new IOException(
+                new StringBuilder("Failed to flush data to doris.").append(loadResult.get("Message").toString()).toString()
+            );
+        }
+    }
+
+    private String getAvailableHost() {
+        List<String> hostList = writerOptions.getLoadUrlList();
+        if (pos >= hostList.size()) {
+            pos = 0;
+        }
+        for (; pos < hostList.size(); pos++) {
+            String host = new StringBuilder("http://").append(hostList.get(pos)).toString();
+            if (tryHttpConnection(host)) {
+                return host;
+            }
+        }
+        return null;
+    }
+
+    private boolean tryHttpConnection(String host) {
+        try {  
+            URL url = new URL(host);
+            HttpURLConnection co =  (HttpURLConnection) url.openConnection();
+            co.setConnectTimeout(1000);
+            co.connect();
+            co.disconnect();
+            return true;
+        } catch (Exception e1) {
+            LOG.warn("Failed to connect to address:{}", host, e1);
+            return false;
+        }
+    }
+
+    private byte[] joinRows(List<String> rows) {
+        return String.join("\n", rows).getBytes(StandardCharsets.UTF_8);
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> doHttpPut(String loadUrl, String label, byte[] data) throws IOException {
+        LOG.info(String.format("Executing stream load to: '%s', size: '%s'", loadUrl, data.length));
+        final HttpClientBuilder httpClientBuilder = HttpClients.custom()
+            .setRedirectStrategy(new DefaultRedirectStrategy() {
+                @Override
+                protected boolean isRedirectable(String method) {
+                    return true;
+                }
+            });
+        try (CloseableHttpClient httpclient = httpClientBuilder.build()) {
+            HttpPut httpPut = new HttpPut(loadUrl);
+            List<String> cols = writerOptions.getColumns();
+            if (null != cols && !cols.isEmpty()) {
+                httpPut.setHeader("columns", String.join(",", cols));
+            }
+            httpPut.setHeader("Expect", "100-continue");
+            httpPut.setHeader("label", label);
+            httpPut.setHeader("Content-Type", "application/x-www-form-urlencoded");
+            httpPut.setHeader("Authorization", getBasicAuthHeader(writerOptions.getUsername(), writerOptions.getPassword()));
+            httpPut.setEntity(new ByteArrayEntity(data));
+            httpPut.setConfig(RequestConfig.custom().setRedirectsEnabled(true).build());
+            try (CloseableHttpResponse resp = httpclient.execute(httpPut)) {
+                int code = resp.getStatusLine().getStatusCode();
+                if (200 != code) {
+                    LOG.warn("Request failed with code:{}", code);
+                    return null;
+                }
+                HttpEntity respEntity = resp.getEntity();
+                if (null == respEntity) {
+                    LOG.warn("Request failed with empty response.");
+                    return null;
+                }
+                return (Map<String, Object>)JSON.parse(EntityUtils.toString(respEntity));
+            }
+        }
+    }
+    
+    private String getBasicAuthHeader(String username, String password) {
+        String auth = username + ":" + password;
+        byte[] encodedAuth = Base64.encodeBase64(auth.getBytes());
+        return new StringBuilder("Basic ").append(new String(encodedAuth)).toString();
+    }
+
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
new file mode 100644
index 00000000..86d370a5
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
@@ -0,0 +1,113 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.manager;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.io.Serializable;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.UUID;
+
+import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
+
+public class DorisWriterManager implements Serializable {
+
+    private static final long serialVersionUID = 1L;
+    
+    private static final Logger LOG = LoggerFactory.getLogger(DorisWriterManager.class);
+
+    private final DorisStreamLoadVisitor dorisStreamLoadVisitor;
+    private final DorisWriterOptions writerOptions;
+
+    private final List<String> buffer = new ArrayList<>();
+    private int batchCount = 0;
+    private long batchSize = 0;
+    private volatile boolean closed = false;
+    private volatile Exception flushException;
+
+    public DorisWriterManager(DorisWriterOptions writerOptions) {
+        this.writerOptions = writerOptions;
+        this.dorisStreamLoadVisitor = new DorisStreamLoadVisitor(writerOptions);
+    }
+
+    public final synchronized void writeRecord(String record) throws IOException {
+        checkFlushException();
+        try {
+            buffer.add(record);
+            batchCount++;
+            batchSize += record.length();
+            if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) {
+                flush(createBatchLabel());
+            }
+        } catch (Exception e) {
+            throw new IOException("Writing records to Doris failed.", e);
+        }
+    }
+
+    public synchronized void flush(String label) throws IOException {
+        checkFlushException();
+        if (batchCount == 0) {
+            return;
+        }
+        for (int i = 0; i <= writerOptions.getMaxRetries(); i++) {
+            try {
+                tryToFlush(label);
+                buffer.clear();
+                batchCount = 0;
+                batchSize = 0;
+                break;
+            } catch (IOException e) {
+                LOG.warn("Failed to flush batch data to doris, retry times = {}", i, e);
+                if (i >= writerOptions.getMaxRetries()) {
+                    throw new IOException(e);
+                }
+                try {
+                    Thread.sleep(1000l * (i + 1));
+                } catch (InterruptedException ex) {
+                    Thread.currentThread().interrupt();
+                    throw new IOException("Unable to flush, interrupted while doing another attempt", e);
+                }
+            }
+        }
+    }
+    
+    public synchronized void close() {
+        if (!closed) {
+            closed = true;
+
+            if (batchCount > 0) {
+                try {
+                    flush(createBatchLabel());
+                } catch (Exception e) {
+                    throw new RuntimeException("Writing records to Doris failed.", e);
+                }
+            }
+        }
+        checkFlushException();
+    }
+
+    public String createBatchLabel() {
+        return UUID.randomUUID().toString();
+    }
+
+    public List<String> getBufferedBatchList() {
+        return buffer;
+    }
+
+    public void setBufferedBatchList(List<String> buffer) {
+        this.buffer.clear();
+        this.buffer.addAll(buffer);
+    }
+
+    private void tryToFlush(String label) throws IOException {
+        // flush to Doris with stream load
+        dorisStreamLoadVisitor.doStreamLoad(label, buffer);
+    }
+
+    private void checkFlushException() {
+        if (flushException != null) {
+            throw new RuntimeException("Writing records to Doris failed.", flushException);
+        }
+    }
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/util/DorisWriterUtil.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/util/DorisWriterUtil.java
new file mode 100755
index 00000000..348e519c
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/util/DorisWriterUtil.java
@@ -0,0 +1,83 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.util;
+
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
+import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.druid.sql.parser.ParserException;
+import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
+import com.google.common.base.Strings;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.Statement;
+import java.util.*;
+
+public final class DorisWriterUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(DorisWriterUtil.class);
+
+    private DorisWriterUtil() {}
+
+    public static List<String> renderPreOrPostSqls(List<String> preOrPostSqls, String tableName) {
+        if (null == preOrPostSqls) {
+            return Collections.emptyList();
+        }
+        List<String> renderedSqls = new ArrayList<>();
+        for (String sql : preOrPostSqls) {
+            if (!Strings.isNullOrEmpty(sql)) {
+                renderedSqls.add(sql.replace(Constant.TABLE_NAME_PLACEHOLDER, tableName));
+            }
+        }
+        return renderedSqls;
+    }
+
+    public static void executeSqls(Connection conn, List<String> sqls) {
+        Statement stmt = null;
+        String currentSql = null;
+        try {
+            stmt = conn.createStatement();
+            for (String sql : sqls) {
+                currentSql = sql;
+                DBUtil.executeSqlWithoutResultSet(stmt, sql);
+            }
+        } catch (Exception e) {
+            throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
+        } finally {
+            DBUtil.closeDBResources(null, stmt, null);
+        }
+    }
+
+    public static void preCheckPrePareSQL(DorisWriterOptions options) {
+        String table = options.getTable();
+        List<String> preSqls = options.getPreSqlList();
+        List<String> renderedPreSqls = DorisWriterUtil.renderPreOrPostSqls(preSqls, table);
+        if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
+            LOG.info("Begin to preCheck preSqls:[{}].", String.join(";", renderedPreSqls));
+            for (String sql : renderedPreSqls) {
+                try {
+                    DBUtil.sqlValid(sql, DataBaseType.MySql);
+                } catch (ParserException e) {
+                    throw RdbmsException.asPreSQLParserException(DataBaseType.MySql,e,sql);
+                }
+            }
+        }
+    }
+
+    public static void preCheckPostSQL(DorisWriterOptions options) {
+        String table = options.getTable();
+        List<String> postSqls = options.getPostSqlList();
+        List<String> renderedPostSqls = DorisWriterUtil.renderPreOrPostSqls(postSqls, table);
+        if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
+            LOG.info("Begin to preCheck postSqls:[{}].", String.join(";", renderedPostSqls));
+            for(String sql : renderedPostSqls) {
+                try {
+                    DBUtil.sqlValid(sql, DataBaseType.MySql);
+                } catch (ParserException e){
+                    throw RdbmsException.asPostSQLParserException(DataBaseType.MySql,e,sql);
+                }
+            }
+        }
+    }
+}
diff --git a/doriswriter/src/main/resources/plugin.json b/doriswriter/src/main/resources/plugin.json
new file mode 100755
index 00000000..081ddace
--- /dev/null
+++ b/doriswriter/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+    "name": "doriswriter",
+    "class": "com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriter",
+    "description": "useScene: prod. mechanism: DorisStreamLoad. warn: The more you know about the database, the less problems you encounter.",
+    "developer": "dorisdb"
+}
\ No newline at end of file
diff --git a/doriswriter/src/main/resources/plugin_job_template.json b/doriswriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..ee1744c8
--- /dev/null
+++ b/doriswriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,14 @@
+{
+    "name": "doriswriter",
+    "parameter": {
+        "username": "",
+        "password": "",
+        "database": "",
+        "table": "",
+        "column": [],
+        "preSql": [],
+        "postSql": [], 
+        "jdbcUrl": "",
+        "loadUrl": []
+    }
+}
\ No newline at end of file
diff --git a/package.xml b/package.xml
index 49e3c4ec..347ee81a 100755
--- a/package.xml
+++ b/package.xml
@@ -189,6 +189,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>doriswriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>drdswriter/target/datax/</directory>
             <includes>
diff --git a/pom.xml b/pom.xml
index 8f3b827e..96ad4333 100644
--- a/pom.xml
+++ b/pom.xml
@@ -71,6 +71,7 @@
 
         <!-- writer -->
         <module>mysqlwriter</module>
+        <module>doriswriter</module>
         <module>drdswriter</module>
         <module>odpswriter</module>
         <module>txtfilewriter</module>
@@ -97,7 +98,7 @@
         <module>gdbwriter</module>
         <module>cassandrawriter</module>
         <module>clickhousewriter</module>
-        <module>oscarwriter</module>
+        <!-- <module>oscarwriter</module> -->
         <!-- common support module -->
         <module>plugin-rdbms-util</module>
         <module>plugin-unstructured-storage-util</module>

From adfb2581d3d04b29de6c88ab329804b6aee021e0 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 12 Mar 2021 18:53:07 +0800
Subject: [PATCH 004/251] fix null data convertion

---
 .../connector/datax/plugin/writer/doriswriter/DorisWriter.java | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
index 0cbe579c..05cef7a4 100755
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -112,7 +112,8 @@ public class DorisWriter extends Writer {
                     }
                     StringBuilder sb = new StringBuilder();
                     for (int i = 0; i < record.getColumnNumber(); i++) {
-                        sb.append(record.getColumn(i).getRawData().toString());
+                        Object value = record.getColumn(i).getRawData();
+                        sb.append(null == value ? "\\N" : value);
                         if (i < record.getColumnNumber() - 1) {
                             sb.append("\t");
                         }

From 51b42804bebe5bdba2eb390b238394b18ff08799 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Sat, 13 Mar 2021 17:08:46 +0800
Subject: [PATCH 005/251] add debug log

---
 .../doriswriter/manager/DorisStreamLoadVisitor.java       | 8 +++-----
 .../writer/doriswriter/manager/DorisWriterManager.java    | 5 +----
 2 files changed, 4 insertions(+), 9 deletions(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
index a01b906b..90e4fdbb 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
@@ -1,7 +1,6 @@
 package com.dorisdb.connector.datax.plugin.writer.doriswriter.manager;
 
 import java.io.IOException;
-import java.io.Serializable;
 import java.net.HttpURLConnection;
 import java.net.URL;
 import java.nio.charset.StandardCharsets;
@@ -27,9 +26,7 @@ import java.util.List;
 import java.util.Map;
 
  
-public class DorisStreamLoadVisitor implements Serializable {
-
-    private static final long serialVersionUID = 1L;
+public class DorisStreamLoadVisitor {
 
     private static final Logger LOG = LoggerFactory.getLogger(DorisStreamLoadVisitor.class);
 
@@ -57,9 +54,10 @@ public class DorisStreamLoadVisitor implements Serializable {
         if (null == loadResult || !loadResult.containsKey(keyStatus)) {
             throw new IOException("Unable to flush data to doris: unknown result status.");
         }
+        LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
         if (loadResult.get(keyStatus).equals("Fail")) {
             throw new IOException(
-                new StringBuilder("Failed to flush data to doris.").append(loadResult.get("Message").toString()).toString()
+                new StringBuilder("Failed to flush data to doris.\n").append(JSON.toJSONString(loadResult)).toString()
             );
         }
     }
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
index 86d370a5..a5338ca9 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
@@ -4,16 +4,13 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.io.IOException;
-import java.io.Serializable;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.UUID;
 
 import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
 
-public class DorisWriterManager implements Serializable {
-
-    private static final long serialVersionUID = 1L;
+public class DorisWriterManager {
     
     private static final Logger LOG = LoggerFactory.getLogger(DorisWriterManager.class);
 

From 8ba8e4973b51ac393f5d7dd1813c13d091832cb7 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Mon, 15 Mar 2021 14:33:04 +0800
Subject: [PATCH 006/251] add support: `loadProps`

---
 .../writer/doriswriter/DorisWriter.java       | 14 ++--
 .../doriswriter/DorisWriterOptions.java       | 24 ++++++
 .../manager/DorisStreamLoadVisitor.java       | 13 ++-
 .../doriswriter/row/DorisCsvSerializer.java   | 79 +++++++++++++++++++
 .../doriswriter/row/DorisISerializer.java     | 11 +++
 .../doriswriter/row/DorisJsonSerializer.java  | 33 ++++++++
 .../row/DorisSerializerFactory.java           | 22 ++++++
 7 files changed, 186 insertions(+), 10 deletions(-)
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisISerializer.java
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisSerializerFactory.java

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
index 05cef7a4..d88581ec 100755
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -9,6 +9,8 @@ import com.alibaba.datax.plugin.rdbms.util.DBUtil;
 import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.dorisdb.connector.datax.plugin.writer.doriswriter.manager.DorisWriterManager;
+import com.dorisdb.connector.datax.plugin.writer.doriswriter.row.DorisISerializer;
+import com.dorisdb.connector.datax.plugin.writer.doriswriter.row.DorisSerializerFactory;
 import com.dorisdb.connector.datax.plugin.writer.doriswriter.util.DorisWriterUtil;
 
 import org.slf4j.Logger;
@@ -86,11 +88,13 @@ public class DorisWriter extends Writer {
     public static class Task extends Writer.Task {
         private DorisWriterManager writerManager;
         private DorisWriterOptions options;
+        private DorisISerializer rowSerializer;
 
         @Override
         public void init() {
             options = new DorisWriterOptions(super.getPluginJobConf());
             writerManager = new DorisWriterManager(options);
+            rowSerializer = DorisSerializerFactory.createSerializer(options);
         }
 
         @Override
@@ -110,15 +114,7 @@ public class DorisWriter extends Writer {
                                                 record.getColumnNumber(),
                                                 options.getColumns().size()));
                     }
-                    StringBuilder sb = new StringBuilder();
-                    for (int i = 0; i < record.getColumnNumber(); i++) {
-                        Object value = record.getColumn(i).getRawData();
-                        sb.append(null == value ? "\\N" : value);
-                        if (i < record.getColumnNumber() - 1) {
-                            sb.append("\t");
-                        }
-                    }
-                    writerManager.writeRecord(sb.toString());
+                    writerManager.writeRecord(rowSerializer.serialize(record));
                 }
             } catch (Exception e) {
                 throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
index 1d9cb2be..b4dbb0a3 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
@@ -7,6 +7,7 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
 
 import java.util.List;
+import java.util.Map;
 
 public class DorisWriterOptions implements Serializable {
 
@@ -17,6 +18,11 @@ public class DorisWriterOptions implements Serializable {
     private static final int BATCH_ROWS = 500000;
     private static final long BATCH_BYTES = 100 * MEGA_BYTES_SCALE;
 
+    private static final String KEY_LOAD_PROPS_FORMAT = "format";
+    public enum StreamLoadFormat {
+        CSV, JSON;
+    }
+
     private static final String KEY_USERNAME = "username";
     private static final String KEY_PASSWORD = "password";
     private static final String KEY_DATABASE = "database";
@@ -26,6 +32,7 @@ public class DorisWriterOptions implements Serializable {
     private static final String KEY_POST_SQL = "postSql";
     private static final String KEY_JDBC_URL = "jdbcUrl";
     private static final String KEY_LOAD_URL = "loadUrl";
+    private static final String KEY_LOAD_PROPS = "loadProps";
 
     private final Configuration options;
 
@@ -74,6 +81,10 @@ public class DorisWriterOptions implements Serializable {
         return options.getList(KEY_POST_SQL, String.class);
     }
 
+    public Map<String, Object> getLoadProps() {
+        return options.getMap(KEY_LOAD_PROPS);
+    }
+
     public int getMaxRetries() {
         return MAX_RETRIES;
     }
@@ -86,6 +97,18 @@ public class DorisWriterOptions implements Serializable {
         return BATCH_BYTES;
     }
 
+    public StreamLoadFormat getStreamLoadFormat() {
+        Map<String, Object> loadProps = getLoadProps();
+        if (null == loadProps) {
+            return StreamLoadFormat.CSV;
+        }
+        if (loadProps.containsKey(KEY_LOAD_PROPS_FORMAT) 
+            && StreamLoadFormat.JSON.name().equalsIgnoreCase(String.valueOf(loadProps.get(KEY_LOAD_PROPS_FORMAT)))) {
+            return StreamLoadFormat.JSON;
+        }
+        return StreamLoadFormat.CSV;
+    }
+
     private void validateStreamLoadUrl() {
         List<String> urlList = getLoadUrlList();
         for (String host : urlList) {
@@ -102,6 +125,7 @@ public class DorisWriterOptions implements Serializable {
             KEY_PASSWORD,
             KEY_DATABASE,
             KEY_TABLE,
+            KEY_COLUMN,
             KEY_LOAD_URL
         };
         for (String optionKey : requiredOptionKeys) {
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
index 90e4fdbb..68621d8f 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
@@ -91,7 +91,13 @@ public class DorisStreamLoadVisitor {
     }
 
     private byte[] joinRows(List<String> rows) {
-        return String.join("\n", rows).getBytes(StandardCharsets.UTF_8);
+        if (DorisWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
+            return String.join("\n", rows).getBytes(StandardCharsets.UTF_8);
+        }
+        if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
+            return new StringBuilder("[").append(String.join(",", rows)).append("]").toString().getBytes(StandardCharsets.UTF_8);
+        }
+        throw new RuntimeException("Failed to join rows data, unsupported `format` from stream load properties:");
     }
 
     @SuppressWarnings("unchecked")
@@ -110,6 +116,11 @@ public class DorisStreamLoadVisitor {
             if (null != cols && !cols.isEmpty()) {
                 httpPut.setHeader("columns", String.join(",", cols));
             }
+            if (null != writerOptions.getLoadProps()) {
+                for (Map.Entry<String, Object> entry : writerOptions.getLoadProps().entrySet()) {
+                    httpPut.setHeader(entry.getKey(), String.valueOf(entry.getValue()));
+                }
+            }
             httpPut.setHeader("Expect", "100-continue");
             httpPut.setHeader("label", label);
             httpPut.setHeader("Content-Type", "application/x-www-form-urlencoded");
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
new file mode 100644
index 00000000..7a22b212
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
@@ -0,0 +1,79 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+
+import java.io.StringWriter;
+
+import com.alibaba.datax.common.element.Record;
+
+import com.google.common.base.Strings;
+
+public class DorisCsvSerializer implements DorisISerializer {
+    
+    private static final long serialVersionUID = 1L;
+
+    private final String HEX_STRING = "0123456789ABCDEF";
+
+    private final String columnSeparator;
+
+    public DorisCsvSerializer(String sp) {
+        this.columnSeparator = parseByteSeparator(sp);
+    }
+
+    @Override
+    public String serialize(Record row) {
+        StringBuilder sb = new StringBuilder();
+        for (int i = 0; i < row.getColumnNumber(); i++) {
+            Object value = row.getColumn(i).getRawData();
+            sb.append(null == value ? "\\N" : value);
+            if (i < row.getColumnNumber() - 1) {
+                sb.append(columnSeparator);
+            }
+        }
+        return sb.toString();
+    }
+
+    private String parseByteSeparator(String sp) {
+        if (Strings.isNullOrEmpty(sp)) {
+            // `\t` by default
+            return "\t";
+        }
+        if (!sp.toUpperCase().startsWith("\\X")) {
+            return sp;
+        }
+        String hexStr = sp.substring(2);
+        // check hex str
+        if (hexStr.isEmpty()) {
+            throw new RuntimeException("Failed to parse column_separator: `Hex str is empty`");
+        }
+        if (hexStr.length() % 2 != 0) {
+            throw new RuntimeException("Failed to parse column_separator: `Hex str length error`");
+        }
+        for (char hexChar : hexStr.toUpperCase().toCharArray()) {
+            if (HEX_STRING.indexOf(hexChar) == -1) {
+                throw new RuntimeException("Failed to parse column_separator: `Hex str format error`");
+            }
+        }
+        // transform to separator
+        StringWriter writer = new StringWriter();
+        for (byte b : hexStrToBytes(hexStr)) {
+            writer.append((char) b);
+        }
+        return writer.toString();
+    }
+
+    private byte[] hexStrToBytes(String hexStr) {
+        String upperHexStr = hexStr.toUpperCase();
+        int length = upperHexStr.length() / 2;
+        char[] hexChars = upperHexStr.toCharArray();
+        byte[] bytes = new byte[length];
+        for (int i = 0; i < length; i++) {
+            int pos = i * 2;
+            bytes[i] = (byte) (charToByte(hexChars[pos]) << 4 | charToByte(hexChars[pos + 1]));
+        }
+        return bytes;
+    }
+
+    private byte charToByte(char c) {
+        return (byte) HEX_STRING.indexOf(c);
+    }
+    
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisISerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisISerializer.java
new file mode 100644
index 00000000..92a73288
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisISerializer.java
@@ -0,0 +1,11 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+
+import java.io.Serializable;
+
+import com.alibaba.datax.common.element.Record;
+
+public interface DorisISerializer extends Serializable {
+
+    String serialize(Record row);
+    
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java
new file mode 100644
index 00000000..5da3e9ae
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java
@@ -0,0 +1,33 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.fastjson.JSON;
+
+public class DorisJsonSerializer implements DorisISerializer {
+
+    private static final long serialVersionUID = 1L;
+    
+    private final List<String> fieldNames;
+
+    public DorisJsonSerializer(List<String> fieldNames) {
+        this.fieldNames = fieldNames;
+    }
+
+    @Override
+    public String serialize(Record row) {
+        if (null == fieldNames) {
+            return "";
+        }
+        Map<String, Object> rowMap = new HashMap<>(fieldNames.size());
+        int idx = 0;
+        for (String fieldName : fieldNames) {
+            rowMap.put(fieldName, row.getColumn(idx++).getRawData());
+        }
+        return JSON.toJSONString(rowMap);
+    }
+    
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisSerializerFactory.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisSerializerFactory.java
new file mode 100644
index 00000000..0816399e
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisSerializerFactory.java
@@ -0,0 +1,22 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+
+import java.util.Map;
+
+import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
+
+public class DorisSerializerFactory {
+
+    private DorisSerializerFactory() {}
+
+    public static DorisISerializer createSerializer(DorisWriterOptions writerOptions) {
+        if (DorisWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
+            Map<String, Object> props = writerOptions.getLoadProps();
+            return new DorisCsvSerializer(null == props || !props.containsKey("column_separator") ? null : String.valueOf(props.get("column_separator")));
+        }
+        if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
+            return new DorisJsonSerializer(writerOptions.getColumns());
+        }
+        throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties.");
+    }
+    
+}

From 70a480f5624e1daee425b8763ebedccc476ea093 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Thu, 18 Mar 2021 16:18:04 +0800
Subject: [PATCH 007/251] modify doc && fix length calculating

---
 doriswriter/doc/doriswriter.md                        | 11 ++++++++++-
 .../doriswriter/manager/DorisWriterManager.java       |  2 +-
 2 files changed, 11 insertions(+), 2 deletions(-)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 715afa8c..13600b5b 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -67,7 +67,8 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
                         "preSql": [],
                         "postSql": [], 
                         "jdbcUrl": "jdbc:mysql://172.28.17.100:9030/",
-                        "loadUrl": ["172.28.17.100:8030", "172.28.17.100:8030"]
+                        "loadUrl": ["172.28.17.100:8030", "172.28.17.100:8030"],
+                        "loadProps": {}
                     }
                 }
             }
@@ -156,6 +157,14 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 
 	* 默认值：无 <br />
 
+* **loadProps**
+
+	* 描述：StreamLoad 的请求参数，详情参照StreamLoad介绍页面。 <br />
+
+ 	* 必选：否 <br />
+
+	* 默认值：无 <br />
+
 
 ### 3.3 类型转换
 
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
index a5338ca9..da24448f 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
@@ -33,7 +33,7 @@ public class DorisWriterManager {
         try {
             buffer.add(record);
             batchCount++;
-            batchSize += record.length();
+            batchSize += record.getBytes().length;
             if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) {
                 flush(createBatchLabel());
             }

From 5cd07ab08432647f4081cf18de9f6a2c91c68d32 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Mon, 22 Mar 2021 20:03:38 +0800
Subject: [PATCH 008/251] fix date datetime timestamp convertion

---
 doriswriter/pom.xml                           |  6 +++
 .../doriswriter/row/DorisBaseSerializer.java  | 52 +++++++++++++++++++
 .../doriswriter/row/DorisCsvSerializer.java   |  4 +-
 .../doriswriter/row/DorisJsonSerializer.java  |  5 +-
 4 files changed, 63 insertions(+), 4 deletions(-)
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java

diff --git a/doriswriter/pom.xml b/doriswriter/pom.xml
index 2bbf1d22..1524e358 100755
--- a/doriswriter/pom.xml
+++ b/doriswriter/pom.xml
@@ -41,6 +41,11 @@
             <artifactId>commons-codec</artifactId>
             <version>1.9</version>
         </dependency>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-lang3</artifactId>
+            <version>3.12.0</version>
+        </dependency>
         <dependency>
             <groupId>commons-logging</groupId>
             <artifactId>commons-logging</artifactId>
@@ -108,6 +113,7 @@
                             </relocations>
                             <artifactSet>
                                 <includes>
+                                    <include>org.apache.commons:commons-lang3</include>
                                     <include>commons-codec:commons-codec</include>
                                     <include>commons-logging:*</include>
                                     <include>org.apache.httpcomponents:httpclient</include>
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
new file mode 100644
index 00000000..a46fc442
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
@@ -0,0 +1,52 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+
+import java.util.TimeZone;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.DateColumn;
+import com.alibaba.datax.common.element.Column.Type;
+import com.alibaba.datax.common.util.Configuration;
+
+import org.apache.commons.lang3.time.DateFormatUtils;
+
+public class DorisBaseSerializer {
+
+    static String datetimeFormat = "yyyy-MM-dd HH:mm:ss";
+
+	static String dateFormat = "yyyy-MM-dd";
+
+	static String timeFormat = "HH:mm:ss";
+
+	static String timeZone = "GMT+8";
+
+	static TimeZone timeZoner = TimeZone.getTimeZone(DorisBaseSerializer.timeZone);
+
+	static void init(final Configuration configuration) {
+		DorisBaseSerializer.datetimeFormat = configuration.getString("common.column.datetimeFormat", datetimeFormat);
+        DorisBaseSerializer.timeFormat = configuration.getString("common.column.timeFormat", timeFormat);
+        DorisBaseSerializer.dateFormat = configuration.getString("common.column.dateFormat", dateFormat);
+        DorisBaseSerializer.timeZone = configuration.getString("common.column.timeZone", DorisBaseSerializer.timeZone);
+        DorisBaseSerializer.timeZoner = TimeZone.getTimeZone(DorisBaseSerializer.timeZone);
+	}
+
+    protected String fieldConvertion(Column col) {
+        if (null == col.getRawData()) {
+            return null;
+        }
+        if (Type.DATE != col.getType()) {
+            return col.asString();
+        }
+        DateColumn.DateType type = ((DateColumn)col).getSubType();
+        if (type == DateColumn.DateType.DATE) {
+            return DateFormatUtils.format(col.asDate(),  DorisBaseSerializer.dateFormat, DorisBaseSerializer.timeZoner);
+        }
+        if (type == DateColumn.DateType.TIME) {
+            return DateFormatUtils.format(col.asDate(), DorisBaseSerializer.timeFormat, DorisBaseSerializer.timeZoner);
+        }
+        if (type == DateColumn.DateType.DATETIME) {
+            return DateFormatUtils.format(col.asDate(), DorisBaseSerializer.datetimeFormat, DorisBaseSerializer.timeZoner);
+        }
+        return null;
+    }
+    
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
index 7a22b212..866c8d87 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
@@ -6,7 +6,7 @@ import com.alibaba.datax.common.element.Record;
 
 import com.google.common.base.Strings;
 
-public class DorisCsvSerializer implements DorisISerializer {
+public class DorisCsvSerializer extends DorisBaseSerializer implements DorisISerializer {
     
     private static final long serialVersionUID = 1L;
 
@@ -22,7 +22,7 @@ public class DorisCsvSerializer implements DorisISerializer {
     public String serialize(Record row) {
         StringBuilder sb = new StringBuilder();
         for (int i = 0; i < row.getColumnNumber(); i++) {
-            Object value = row.getColumn(i).getRawData();
+            String value = fieldConvertion(row.getColumn(i));
             sb.append(null == value ? "\\N" : value);
             if (i < row.getColumnNumber() - 1) {
                 sb.append(columnSeparator);
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java
index 5da3e9ae..3f74ac58 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java
@@ -7,7 +7,7 @@ import java.util.Map;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.fastjson.JSON;
 
-public class DorisJsonSerializer implements DorisISerializer {
+public class DorisJsonSerializer extends DorisBaseSerializer implements DorisISerializer {
 
     private static final long serialVersionUID = 1L;
     
@@ -25,7 +25,8 @@ public class DorisJsonSerializer implements DorisISerializer {
         Map<String, Object> rowMap = new HashMap<>(fieldNames.size());
         int idx = 0;
         for (String fieldName : fieldNames) {
-            rowMap.put(fieldName, row.getColumn(idx++).getRawData());
+            rowMap.put(fieldName, fieldConvertion(row.getColumn(idx)));
+            idx++;
         }
         return JSON.toJSONString(rowMap);
     }

From dee644c9603a43d01982c8f7fb401e99852150f8 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Wed, 24 Mar 2021 15:17:39 +0800
Subject: [PATCH 009/251] modify doc

---
 doriswriter/doc/doriswriter.md | 10 +++++++++-
 1 file changed, 9 insertions(+), 1 deletion(-)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 13600b5b..c7aef093 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -168,7 +168,15 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 
 ### 3.3 类型转换
 
-传入的数据均会被转为字符串，并以`\t`作为列分隔符，`\n`作为行分隔符，组成`csv`文件进行StreamLoad导入操作。
+默认传入的数据均会被转为字符串，并以`\t`作为列分隔符，`\n`作为行分隔符，组成`csv`文件进行StreamLoad导入操作。
+
+如需更改导入格式为`json`, 则正确配置 `loadProps` 即可：
+```json
+"loadProps": {
+    "format": "json",
+    "strip_outer_array": true
+}
+```
 
 ## 4 性能报告
 

From ee9243cfe28cf36ac00e611cec824f4239474a9e Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Thu, 25 Mar 2021 15:49:41 +0800
Subject: [PATCH 010/251] aync flush version

---
 .../writer/doriswriter/DorisWriter.java       |   2 +-
 .../doriswriter/DorisWriterOptions.java       |   6 +
 .../doriswriter/manager/DorisFlushTuple.java  |  20 +++
 .../manager/DorisStreamLoadVisitor.java       |   5 +-
 .../manager/DorisWriterManager.java           | 114 ++++++++++++------
 5 files changed, 104 insertions(+), 43 deletions(-)
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisFlushTuple.java

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
index d88581ec..8b3c414d 100755
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -124,7 +124,7 @@ public class DorisWriter extends Writer {
         @Override
         public void post() {
             try {
-                writerManager.flush(writerManager.createBatchLabel());
+                writerManager.close();
             } catch (Exception e) {
                 throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
             }
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
index b4dbb0a3..4229e256 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
@@ -32,6 +32,7 @@ public class DorisWriterOptions implements Serializable {
     private static final String KEY_POST_SQL = "postSql";
     private static final String KEY_JDBC_URL = "jdbcUrl";
     private static final String KEY_LOAD_URL = "loadUrl";
+    private static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength";
     private static final String KEY_LOAD_PROPS = "loadProps";
 
     private final Configuration options;
@@ -96,6 +97,11 @@ public class DorisWriterOptions implements Serializable {
     public long getBatchSize() {
         return BATCH_BYTES;
     }
+    
+    public int getFlushQueueLength() {
+        Integer len = options.getInt(KEY_FLUSH_QUEUE_LENGTH);
+        return null == len ? 1 : len;
+    }
 
     public StreamLoadFormat getStreamLoadFormat() {
         Map<String, Object> loadProps = getLoadProps();
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisFlushTuple.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisFlushTuple.java
new file mode 100644
index 00000000..24bcc9c6
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisFlushTuple.java
@@ -0,0 +1,20 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.manager;
+
+import java.util.List;
+
+public class DorisFlushTuple {
+    
+    private String label;
+    private Long bytes;
+    private List<String> rows;
+
+    public DorisFlushTuple(String label, Long bytes, List<String> rows) {
+        this.label = label;
+        this.bytes = bytes;
+        this.rows = rows;
+    }
+
+    public String getLabel() { return label; }
+    public Long getBytes() { return bytes; }
+    public List<String> getRows() { return rows; }
+}
\ No newline at end of file
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
index 68621d8f..7ebfced6 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
@@ -37,7 +37,7 @@ public class DorisStreamLoadVisitor {
         this.writerOptions = writerOptions;
     }
 
-    public void doStreamLoad(String label, List<String> labeledRows) throws IOException {
+    public void doStreamLoad(DorisFlushTuple flushData) throws IOException {
         String host = getAvailableHost();
         if (null == host) {
             throw new IOException("None of the host in `load_url` could be connected.");
@@ -49,7 +49,8 @@ public class DorisStreamLoadVisitor {
             .append(writerOptions.getTable())
             .append("/_stream_load")
             .toString();
-        Map<String, Object> loadResult = doHttpPut(loadUrl, label, joinRows(labeledRows));
+        LOG.debug(String.format("Start to join batch data: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
+        Map<String, Object> loadResult = doHttpPut(loadUrl, flushData.getLabel(), joinRows(flushData.getRows()));
         final String keyStatus = "Status";
         if (null == loadResult || !loadResult.containsKey(keyStatus)) {
             throw new IOException("Unable to flush data to doris: unknown result status.");
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
index da24448f..d7e9ad33 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
@@ -7,8 +7,10 @@ import java.io.IOException;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.UUID;
+import java.util.concurrent.LinkedBlockingDeque;
 
 import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
+import com.google.common.base.Strings;
 
 public class DorisWriterManager {
     
@@ -22,10 +24,13 @@ public class DorisWriterManager {
     private long batchSize = 0;
     private volatile boolean closed = false;
     private volatile Exception flushException;
+    private final LinkedBlockingDeque<DorisFlushTuple> flushQueue;
 
     public DorisWriterManager(DorisWriterOptions writerOptions) {
         this.writerOptions = writerOptions;
         this.dorisStreamLoadVisitor = new DorisStreamLoadVisitor(writerOptions);
+        flushQueue = new LinkedBlockingDeque<>(writerOptions.getFlushQueueLength()); 
+        this.startAsyncFlushing();
     }
 
     public final synchronized void writeRecord(String record) throws IOException {
@@ -35,26 +40,88 @@ public class DorisWriterManager {
             batchCount++;
             batchSize += record.getBytes().length;
             if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) {
-                flush(createBatchLabel());
+                String label = createBatchLabel();
+                LOG.debug(String.format("Doris buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));
+                flush(label, false);
             }
         } catch (Exception e) {
             throw new IOException("Writing records to Doris failed.", e);
         }
     }
 
-    public synchronized void flush(String label) throws IOException {
+    public synchronized void flush(String label, boolean waitUtilDone) throws Exception {
         checkFlushException();
         if (batchCount == 0) {
+            if (waitUtilDone) {
+                waitAsyncFlushingDone();
+            }
             return;
         }
+        flushQueue.put(new DorisFlushTuple(label, batchSize,  new ArrayList<>(buffer)));
+        if (waitUtilDone) {
+            // wait the last flush
+            waitAsyncFlushingDone();
+        }
+        buffer.clear();
+        batchCount = 0;
+        batchSize = 0;
+    }
+    
+    public synchronized void close() {
+        if (!closed) {
+            closed = true;            
+            try {
+                String label = createBatchLabel();
+                if (batchCount > 0) LOG.debug(String.format("Doris Sink is about to close: label[%s].", label));
+                flush(label, true);
+            } catch (Exception e) {
+                throw new RuntimeException("Writing records to Doris failed.", e);
+            }
+        }
+        checkFlushException();
+    }
+
+    public String createBatchLabel() {
+        return UUID.randomUUID().toString();
+    }
+
+    private void startAsyncFlushing() {
+        // start flush thread
+        Thread flushThread = new Thread(new Runnable(){
+            public void run() {
+                while(true) {
+                    try {
+                        asyncFlush();
+                    } catch (Exception e) {
+                        flushException = e;
+                    }
+                }
+            }   
+        });
+        flushThread.setDaemon(true);
+        flushThread.start();
+    }
+
+    private void waitAsyncFlushingDone() throws InterruptedException {
+        // wait previous flushings
+        for (int i = 0; i <= writerOptions.getFlushQueueLength(); i++) {
+            flushQueue.put(new DorisFlushTuple("", 0l, null));
+        }
+    }
+
+    private void asyncFlush() throws Exception {
+        DorisFlushTuple flushData = flushQueue.take();
+        if (Strings.isNullOrEmpty(flushData.getLabel())) {
+            return;
+        }
+        LOG.debug(String.format("Async stream load: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
         for (int i = 0; i <= writerOptions.getMaxRetries(); i++) {
             try {
-                tryToFlush(label);
-                buffer.clear();
-                batchCount = 0;
-                batchSize = 0;
+                // flush to Doris with stream load
+                dorisStreamLoadVisitor.doStreamLoad(flushData);
+                LOG.info(String.format("Async stream load finished: label[%s].", flushData.getLabel()));
                 break;
-            } catch (IOException e) {
+            } catch (Exception e) {
                 LOG.warn("Failed to flush batch data to doris, retry times = {}", i, e);
                 if (i >= writerOptions.getMaxRetries()) {
                     throw new IOException(e);
@@ -68,39 +135,6 @@ public class DorisWriterManager {
             }
         }
     }
-    
-    public synchronized void close() {
-        if (!closed) {
-            closed = true;
-
-            if (batchCount > 0) {
-                try {
-                    flush(createBatchLabel());
-                } catch (Exception e) {
-                    throw new RuntimeException("Writing records to Doris failed.", e);
-                }
-            }
-        }
-        checkFlushException();
-    }
-
-    public String createBatchLabel() {
-        return UUID.randomUUID().toString();
-    }
-
-    public List<String> getBufferedBatchList() {
-        return buffer;
-    }
-
-    public void setBufferedBatchList(List<String> buffer) {
-        this.buffer.clear();
-        this.buffer.addAll(buffer);
-    }
-
-    private void tryToFlush(String label) throws IOException {
-        // flush to Doris with stream load
-        dorisStreamLoadVisitor.doStreamLoad(label, buffer);
-    }
 
     private void checkFlushException() {
         if (flushException != null) {

From 048e40cfea80798f926293eb5c97bcd016a5eb90 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Wed, 7 Apr 2021 15:23:47 +0800
Subject: [PATCH 011/251] add readme

---
 doriswriter/doc/doriswriter.md | 8 +++++++-
 1 file changed, 7 insertions(+), 1 deletion(-)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index c7aef093..80b2229b 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -169,8 +169,14 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 ### 3.3 类型转换
 
 默认传入的数据均会被转为字符串，并以`\t`作为列分隔符，`\n`作为行分隔符，组成`csv`文件进行StreamLoad导入操作。
+如需更改列分隔符， 则正确配置 `loadProps` 即可：
+```json
+"loadProps": {
+    "column_separator": "\\x01"
+}
+```
 
-如需更改导入格式为`json`, 则正确配置 `loadProps` 即可：
+如需更改导入格式为`json`， 则正确配置 `loadProps` 即可：
 ```json
 "loadProps": {
     "format": "json",

From cac8434bbbb9adb6d62dbfd94a836efc5ea389b2 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Wed, 7 Apr 2021 15:54:21 +0800
Subject: [PATCH 012/251] make batch size smaller to satisfy  be limitations

---
 .../datax/plugin/writer/doriswriter/DorisWriterOptions.java     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
index 4229e256..bad4ed73 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
@@ -16,7 +16,7 @@ public class DorisWriterOptions implements Serializable {
     private static final long MEGA_BYTES_SCALE = KILO_BYTES_SCALE * KILO_BYTES_SCALE;
     private static final int MAX_RETRIES = 1;
     private static final int BATCH_ROWS = 500000;
-    private static final long BATCH_BYTES = 100 * MEGA_BYTES_SCALE;
+    private static final long BATCH_BYTES = 90 * MEGA_BYTES_SCALE;
 
     private static final String KEY_LOAD_PROPS_FORMAT = "format";
     public enum StreamLoadFormat {

From 342c044aaa4567a9709ca97ee23a9a75c6ad3962 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 30 Apr 2021 10:55:02 +0800
Subject: [PATCH 013/251] add `maxBatchRows` `maxBatchSize`

---
 .../plugin/writer/doriswriter/DorisWriterOptions.java     | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
index bad4ed73..9add926d 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
@@ -31,6 +31,8 @@ public class DorisWriterOptions implements Serializable {
     private static final String KEY_PRE_SQL = "preSql";
     private static final String KEY_POST_SQL = "postSql";
     private static final String KEY_JDBC_URL = "jdbcUrl";
+    private static final String KEY_MAX_BATCH_ROWS = "maxBatchRows";
+    private static final String KEY_MAX_BATCH_SIZE = "maxBatchSize";
     private static final String KEY_LOAD_URL = "loadUrl";
     private static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength";
     private static final String KEY_LOAD_PROPS = "loadProps";
@@ -91,11 +93,13 @@ public class DorisWriterOptions implements Serializable {
     }
 
     public int getBatchRows() {
-        return BATCH_ROWS;
+        Integer rows = options.getInt(KEY_MAX_BATCH_ROWS);
+        return null == rows ? BATCH_ROWS : rows;
     }
 
     public long getBatchSize() {
-        return BATCH_BYTES;
+        Long size = options.getLong(KEY_MAX_BATCH_SIZE);
+        return null == size ? BATCH_BYTES : size;
     }
     
     public int getFlushQueueLength() {

From a8f70b1f2c69619e911338307e555d011100f869 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 30 Apr 2021 18:31:25 +0800
Subject: [PATCH 014/251] add row_delimiter parameter

---
 doriswriter/doc/doriswriter.md                | 19 ++++++-
 .../manager/DorisStreamLoadVisitor.java       |  9 ++-
 .../doriswriter/row/DorisCsvSerializer.java   | 49 +----------------
 .../doriswriter/row/DorisDelimiterParser.java | 55 +++++++++++++++++++
 4 files changed, 82 insertions(+), 50 deletions(-)
 create mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisDelimiterParser.java

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 80b2229b..fbe6e4bb 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -157,6 +157,22 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 
 	* 默认值：无 <br />
 
+* **maxBatchRows**
+
+	* 描述：单次StreamLoad导入的最大行数 <br />
+
+ 	* 必选：否 <br />
+
+	* 默认值：500000 (50W) <br />
+
+* **maxBatchSize**
+
+	* 描述：单次StreamLoad导入的最大字节数。 <br />
+
+ 	* 必选：否 <br />
+
+	* 默认值：104857600 (100M)
+
 * **loadProps**
 
 	* 描述：StreamLoad 的请求参数，详情参照StreamLoad介绍页面。 <br />
@@ -172,7 +188,8 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 如需更改列分隔符， 则正确配置 `loadProps` 即可：
 ```json
 "loadProps": {
-    "column_separator": "\\x01"
+    "column_separator": "\\x01",
+    "row_delimiter": "\\x02"
 }
 ```
 
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
index 7ebfced6..1598d8f4 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
@@ -3,10 +3,12 @@ package com.dorisdb.connector.datax.plugin.writer.doriswriter.manager;
 import java.io.IOException;
 import java.net.HttpURLConnection;
 import java.net.URL;
+import java.net.URLEncoder;
 import java.nio.charset.StandardCharsets;
 
 import com.alibaba.fastjson.JSON;
 import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
+import com.dorisdb.connector.datax.plugin.writer.doriswriter.row.DorisDelimiterParser;
 
 import org.apache.commons.codec.binary.Base64;
 import org.apache.http.HttpEntity;
@@ -93,7 +95,12 @@ public class DorisStreamLoadVisitor {
 
     private byte[] joinRows(List<String> rows) {
         if (DorisWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
-            return String.join("\n", rows).getBytes(StandardCharsets.UTF_8);
+            Map<String, Object> props = writerOptions.getLoadProps();
+            String lineDelimiter = "\n";
+            if (null != props && props.containsKey("row_delimiter")) {
+                lineDelimiter = DorisDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n");
+            }
+            return (String.join(lineDelimiter, rows) + lineDelimiter).getBytes(StandardCharsets.UTF_8);
         }
         if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
             return new StringBuilder("[").append(String.join(",", rows)).append("]").toString().getBytes(StandardCharsets.UTF_8);
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
index 866c8d87..862e0b73 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
@@ -10,12 +10,10 @@ public class DorisCsvSerializer extends DorisBaseSerializer implements DorisISer
     
     private static final long serialVersionUID = 1L;
 
-    private final String HEX_STRING = "0123456789ABCDEF";
-
     private final String columnSeparator;
 
     public DorisCsvSerializer(String sp) {
-        this.columnSeparator = parseByteSeparator(sp);
+        this.columnSeparator = DorisDelimiterParser.parse(sp, "\t");
     }
 
     @Override
@@ -31,49 +29,4 @@ public class DorisCsvSerializer extends DorisBaseSerializer implements DorisISer
         return sb.toString();
     }
 
-    private String parseByteSeparator(String sp) {
-        if (Strings.isNullOrEmpty(sp)) {
-            // `\t` by default
-            return "\t";
-        }
-        if (!sp.toUpperCase().startsWith("\\X")) {
-            return sp;
-        }
-        String hexStr = sp.substring(2);
-        // check hex str
-        if (hexStr.isEmpty()) {
-            throw new RuntimeException("Failed to parse column_separator: `Hex str is empty`");
-        }
-        if (hexStr.length() % 2 != 0) {
-            throw new RuntimeException("Failed to parse column_separator: `Hex str length error`");
-        }
-        for (char hexChar : hexStr.toUpperCase().toCharArray()) {
-            if (HEX_STRING.indexOf(hexChar) == -1) {
-                throw new RuntimeException("Failed to parse column_separator: `Hex str format error`");
-            }
-        }
-        // transform to separator
-        StringWriter writer = new StringWriter();
-        for (byte b : hexStrToBytes(hexStr)) {
-            writer.append((char) b);
-        }
-        return writer.toString();
-    }
-
-    private byte[] hexStrToBytes(String hexStr) {
-        String upperHexStr = hexStr.toUpperCase();
-        int length = upperHexStr.length() / 2;
-        char[] hexChars = upperHexStr.toCharArray();
-        byte[] bytes = new byte[length];
-        for (int i = 0; i < length; i++) {
-            int pos = i * 2;
-            bytes[i] = (byte) (charToByte(hexChars[pos]) << 4 | charToByte(hexChars[pos + 1]));
-        }
-        return bytes;
-    }
-
-    private byte charToByte(char c) {
-        return (byte) HEX_STRING.indexOf(c);
-    }
-    
 }
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisDelimiterParser.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisDelimiterParser.java
new file mode 100644
index 00000000..3fd58fa5
--- /dev/null
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisDelimiterParser.java
@@ -0,0 +1,55 @@
+package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+
+import java.io.StringWriter;
+
+import com.google.common.base.Strings;
+
+public class DorisDelimiterParser {
+
+    private static final String HEX_STRING = "0123456789ABCDEF";
+
+    public static String parse(String sp, String dSp) throws RuntimeException {
+        if (Strings.isNullOrEmpty(sp)) {
+            return dSp;
+        }
+        if (!sp.toUpperCase().startsWith("\\X")) {
+            return sp;
+        }
+        String hexStr = sp.substring(2);
+        // check hex str
+        if (hexStr.isEmpty()) {
+            throw new RuntimeException("Failed to parse delimiter: `Hex str is empty`");
+        }
+        if (hexStr.length() % 2 != 0) {
+            throw new RuntimeException("Failed to parse delimiter: `Hex str length error`");
+        }
+        for (char hexChar : hexStr.toUpperCase().toCharArray()) {
+            if (HEX_STRING.indexOf(hexChar) == -1) {
+                throw new RuntimeException("Failed to parse delimiter: `Hex str format error`");
+            }
+        }
+        // transform to separator
+        StringWriter writer = new StringWriter();
+        for (byte b : hexStrToBytes(hexStr)) {
+            writer.append((char) b);
+        }
+        return writer.toString();
+    }
+
+    private static byte[] hexStrToBytes(String hexStr) {
+        String upperHexStr = hexStr.toUpperCase();
+        int length = upperHexStr.length() / 2;
+        char[] hexChars = upperHexStr.toCharArray();
+        byte[] bytes = new byte[length];
+        for (int i = 0; i < length; i++) {
+            int pos = i * 2;
+            bytes[i] = (byte) (charToByte(hexChars[pos]) << 4 | charToByte(hexChars[pos + 1]));
+        }
+        return bytes;
+    }
+
+    private static byte charToByte(char c) {
+        return (byte) HEX_STRING.indexOf(c);
+    }
+    
+}

From b936f0562a1a9aaf3621143b5551c1d44da37bd0 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Wed, 19 May 2021 17:26:20 +0800
Subject: [PATCH 015/251] convert bit && bool -> int

---
 .../plugin/writer/doriswriter/row/DorisBaseSerializer.java     | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
index a46fc442..8e77d719 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
@@ -33,6 +33,9 @@ public class DorisBaseSerializer {
         if (null == col.getRawData()) {
             return null;
         }
+        if (Type.BOOL == col.getType()) {
+            return String.valueOf(col.asLong());
+        }
         if (Type.DATE != col.getType()) {
             return col.asString();
         }

From 0d0dd3b75c6f3bf612c0b94c83a4dfb35c999c24 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 21 May 2021 13:23:11 +0800
Subject: [PATCH 016/251] optimize joinrows function

---
 .../manager/DorisStreamLoadVisitor.java       | 19 +++++++++++++++++--
 1 file changed, 17 insertions(+), 2 deletions(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
index 1598d8f4..8568c7b6 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
@@ -100,10 +100,25 @@ public class DorisStreamLoadVisitor {
             if (null != props && props.containsKey("row_delimiter")) {
                 lineDelimiter = DorisDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n");
             }
-            return (String.join(lineDelimiter, rows) + lineDelimiter).getBytes(StandardCharsets.UTF_8);
+            StringBuilder sb = new StringBuilder();
+            for (String row : rows) {
+                sb.append(row).append(lineDelimiter);
+            }
+            return sb.toString().getBytes(StandardCharsets.UTF_8);
         }
         if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
-            return new StringBuilder("[").append(String.join(",", rows)).append("]").toString().getBytes(StandardCharsets.UTF_8);
+            StringBuilder sb = new StringBuilder();
+            sb.append("[");
+            boolean isFirstElement = true;
+            for (String row : rows) {
+                if (!isFirstElement) {
+                    sb.append(",");
+                }
+                sb.append(row);
+                isFirstElement = false;
+            }
+            sb.append("]");
+            return sb.toString().getBytes(StandardCharsets.UTF_8);
         }
         throw new RuntimeException("Failed to join rows data, unsupported `format` from stream load properties:");
     }

From f4d25be8fee14ad87428522edd5d88503d6cff88 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Thu, 1 Jul 2021 11:17:17 +0800
Subject: [PATCH 017/251] use internal date convertion

---
 .../doriswriter/row/DorisBaseSerializer.java  | 41 +------------------
 1 file changed, 2 insertions(+), 39 deletions(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
index 8e77d719..9876b0f0 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
@@ -1,34 +1,10 @@
 package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
 
-import java.util.TimeZone;
-
 import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.DateColumn;
 import com.alibaba.datax.common.element.Column.Type;
-import com.alibaba.datax.common.util.Configuration;
-
-import org.apache.commons.lang3.time.DateFormatUtils;
 
 public class DorisBaseSerializer {
 
-    static String datetimeFormat = "yyyy-MM-dd HH:mm:ss";
-
-	static String dateFormat = "yyyy-MM-dd";
-
-	static String timeFormat = "HH:mm:ss";
-
-	static String timeZone = "GMT+8";
-
-	static TimeZone timeZoner = TimeZone.getTimeZone(DorisBaseSerializer.timeZone);
-
-	static void init(final Configuration configuration) {
-		DorisBaseSerializer.datetimeFormat = configuration.getString("common.column.datetimeFormat", datetimeFormat);
-        DorisBaseSerializer.timeFormat = configuration.getString("common.column.timeFormat", timeFormat);
-        DorisBaseSerializer.dateFormat = configuration.getString("common.column.dateFormat", dateFormat);
-        DorisBaseSerializer.timeZone = configuration.getString("common.column.timeZone", DorisBaseSerializer.timeZone);
-        DorisBaseSerializer.timeZoner = TimeZone.getTimeZone(DorisBaseSerializer.timeZone);
-	}
-
     protected String fieldConvertion(Column col) {
         if (null == col.getRawData()) {
             return null;
@@ -36,20 +12,7 @@ public class DorisBaseSerializer {
         if (Type.BOOL == col.getType()) {
             return String.valueOf(col.asLong());
         }
-        if (Type.DATE != col.getType()) {
-            return col.asString();
-        }
-        DateColumn.DateType type = ((DateColumn)col).getSubType();
-        if (type == DateColumn.DateType.DATE) {
-            return DateFormatUtils.format(col.asDate(),  DorisBaseSerializer.dateFormat, DorisBaseSerializer.timeZoner);
-        }
-        if (type == DateColumn.DateType.TIME) {
-            return DateFormatUtils.format(col.asDate(), DorisBaseSerializer.timeFormat, DorisBaseSerializer.timeZoner);
-        }
-        if (type == DateColumn.DateType.DATETIME) {
-            return DateFormatUtils.format(col.asDate(), DorisBaseSerializer.datetimeFormat, DorisBaseSerializer.timeZoner);
-        }
-        return null;
+        return col.asString();
     }
-    
+
 }

From fd42a23b686425e2d1c456aeafec0798965974da Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Thu, 22 Jul 2021 18:52:47 +0800
Subject: [PATCH 018/251] optimize heap memory usage

---
 .../manager/DorisStreamLoadVisitor.java       | 32 +++++++++----------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
index 8568c7b6..f792bfaf 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
@@ -3,7 +3,7 @@ package com.dorisdb.connector.datax.plugin.writer.doriswriter.manager;
 import java.io.IOException;
 import java.net.HttpURLConnection;
 import java.net.URL;
-import java.net.URLEncoder;
+import java.nio.ByteBuffer;
 import java.nio.charset.StandardCharsets;
 
 import com.alibaba.fastjson.JSON;
@@ -52,7 +52,7 @@ public class DorisStreamLoadVisitor {
             .append("/_stream_load")
             .toString();
         LOG.debug(String.format("Start to join batch data: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
-        Map<String, Object> loadResult = doHttpPut(loadUrl, flushData.getLabel(), joinRows(flushData.getRows()));
+        Map<String, Object> loadResult = doHttpPut(loadUrl, flushData.getLabel(), joinRows(flushData.getRows(), flushData.getBytes().intValue()));
         final String keyStatus = "Status";
         if (null == loadResult || !loadResult.containsKey(keyStatus)) {
             throw new IOException("Unable to flush data to doris: unknown result status.");
@@ -93,32 +93,32 @@ public class DorisStreamLoadVisitor {
         }
     }
 
-    private byte[] joinRows(List<String> rows) {
+    private byte[] joinRows(List<String> rows, int totalBytes) {
         if (DorisWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
             Map<String, Object> props = writerOptions.getLoadProps();
-            String lineDelimiter = "\n";
-            if (null != props && props.containsKey("row_delimiter")) {
-                lineDelimiter = DorisDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n");
-            }
-            StringBuilder sb = new StringBuilder();
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size());
+            byte[] lineDelimiter = DorisDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n").getBytes(StandardCharsets.UTF_8);
             for (String row : rows) {
-                sb.append(row).append(lineDelimiter);
+                bos.put(row.getBytes(StandardCharsets.UTF_8));
+                bos.put(lineDelimiter);
             }
-            return sb.toString().getBytes(StandardCharsets.UTF_8);
+            return bos.array();
         }
+       
         if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
-            StringBuilder sb = new StringBuilder();
-            sb.append("[");
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() + 1);
+            bos.put("[".getBytes(StandardCharsets.UTF_8));
+            byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8);
             boolean isFirstElement = true;
             for (String row : rows) {
                 if (!isFirstElement) {
-                    sb.append(",");
+                    bos.put(jsonDelimiter);
                 }
-                sb.append(row);
+                bos.put(row.getBytes(StandardCharsets.UTF_8));
                 isFirstElement = false;
             }
-            sb.append("]");
-            return sb.toString().getBytes(StandardCharsets.UTF_8);
+            bos.put("]".getBytes(StandardCharsets.UTF_8));
+            return bos.array();
         }
         throw new RuntimeException("Failed to join rows data, unsupported `format` from stream load properties:");
     }

From f9391a78e713d30e13d26735d9614b8e50143cc0 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 23 Jul 2021 14:38:43 +0800
Subject: [PATCH 019/251] optimize buffer allocated logic

---
 .../writer/doriswriter/manager/DorisStreamLoadVisitor.java      | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
index f792bfaf..0bea3bdc 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
@@ -106,7 +106,7 @@ public class DorisStreamLoadVisitor {
         }
        
         if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
-            ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() + 1);
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + (rows.isEmpty() ? 2 : rows.size() + 1));
             bos.put("[".getBytes(StandardCharsets.UTF_8));
             byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8);
             boolean isFirstElement = true;

From 293286ea142da8904988ef64c888e1f2cccea719 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 13 Aug 2021 10:29:03 +0800
Subject: [PATCH 020/251] remove ` from columns

---
 .../datax/plugin/writer/doriswriter/DorisWriterOptions.java    | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
index 9add926d..1b3f525f 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
@@ -8,6 +8,7 @@ import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
 
 import java.util.List;
 import java.util.Map;
+import java.util.stream.Collectors;
 
 public class DorisWriterOptions implements Serializable {
 
@@ -73,7 +74,7 @@ public class DorisWriterOptions implements Serializable {
     }
 
     public List<String> getColumns() {
-        return options.getList(KEY_COLUMN, String.class);
+        return options.getList(KEY_COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
     }
 
     public List<String> getPreSqlList() {

From 70975a0ed54c0f7ae3d067dc2fd3f414f2b105c4 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 13 Aug 2021 10:29:22 +0800
Subject: [PATCH 021/251] fix bufferoverflow

---
 .../writer/doriswriter/manager/DorisStreamLoadVisitor.java      | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
index 0bea3bdc..7556f72e 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
+++ b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
@@ -96,8 +96,8 @@ public class DorisStreamLoadVisitor {
     private byte[] joinRows(List<String> rows, int totalBytes) {
         if (DorisWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
             Map<String, Object> props = writerOptions.getLoadProps();
-            ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size());
             byte[] lineDelimiter = DorisDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n").getBytes(StandardCharsets.UTF_8);
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
             for (String row : rows) {
                 bos.put(row.getBytes(StandardCharsets.UTF_8));
                 bos.put(lineDelimiter);

From 24e80b55bba090519e3194e9464374501cfb537c Mon Sep 17 00:00:00 2001
From: XuDaojie <xudaojieg@gmail.com>
Date: Tue, 17 Aug 2021 10:43:33 +0800
Subject: [PATCH 022/251] =?UTF-8?q?feature:=20=E6=96=B0=E5=A2=9EDigestTran?=
 =?UTF-8?q?sformer?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../transformer/DigestTransformer.java        | 87 +++++++++++++++++++
 .../GroovyTransformerStaticUtil.java          |  8 ++
 .../transformer/TransformerRegistry.java      |  1 +
 3 files changed, 96 insertions(+)
 create mode 100644 core/src/main/java/com/alibaba/datax/core/transport/transformer/DigestTransformer.java

diff --git a/core/src/main/java/com/alibaba/datax/core/transport/transformer/DigestTransformer.java b/core/src/main/java/com/alibaba/datax/core/transport/transformer/DigestTransformer.java
new file mode 100644
index 00000000..d2bf1431
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/transport/transformer/DigestTransformer.java
@@ -0,0 +1,87 @@
+package com.alibaba.datax.core.transport.transformer;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.element.StringColumn;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.transformer.Transformer;
+
+import org.apache.commons.codec.digest.DigestUtils;
+import org.apache.commons.lang.StringUtils;
+
+import java.util.Arrays;
+
+/**
+ * no comments.
+ *
+ * @author XuDaojie
+ * @since 2021-08-16
+ */
+public class DigestTransformer extends Transformer {
+
+    private static final String MD5 = "md5";
+    private static final String SHA1 = "sha1";
+    private static final String TO_UPPER_CASE = "toUpperCase";
+    private static final String TO_LOWER_CASE = "toLowerCase";
+
+    public DigestTransformer() {
+        setTransformerName("dx_digest");
+    }
+
+    @Override
+    public Record evaluate(Record record, Object... paras) {
+
+        int columnIndex;
+        String type;
+        String charType;
+
+        try {
+            if (paras.length != 3) {
+                throw new RuntimeException("dx_digest paras length must be 3");
+            }
+
+            columnIndex = (Integer) paras[0];
+            type = (String) paras[1];
+            charType = (String) paras[2];
+
+            if (!StringUtils.equalsIgnoreCase(MD5, type) && !StringUtils.equalsIgnoreCase(SHA1, type)) {
+                throw new RuntimeException("dx_digest paras index 1 must be md5 or sha1");
+            }
+            if (!StringUtils.equalsIgnoreCase(TO_UPPER_CASE, charType) && !StringUtils.equalsIgnoreCase(TO_LOWER_CASE, charType)) {
+                throw new RuntimeException("dx_digest paras index 2 must be toUpperCase or toLowerCase");
+            }
+        } catch (Exception e) {
+            throw DataXException.asDataXException(TransformerErrorCode.TRANSFORMER_ILLEGAL_PARAMETER, "paras:" + Arrays.asList(paras) + " => " + e.getMessage());
+        }
+
+        Column column = record.getColumn(columnIndex);
+
+        try {
+            String oriValue = column.asString();
+
+            // 如果字段为空，作为空字符串处理
+            if (oriValue == null) {
+                oriValue = "";
+            }
+            String newValue;
+            if (MD5.equals(type)) {
+                newValue = DigestUtils.md5Hex(oriValue);
+            } else {
+                newValue = DigestUtils.sha1Hex(oriValue);
+            }
+
+            if (TO_UPPER_CASE.equals(charType)) {
+                newValue = newValue.toUpperCase();
+            } else {
+                newValue = newValue.toLowerCase();
+            }
+
+            record.setColumn(columnIndex, new StringColumn(newValue));
+
+        } catch (Exception e) {
+            throw DataXException.asDataXException(TransformerErrorCode.TRANSFORMER_RUN_EXCEPTION, e.getMessage(), e);
+        }
+        return record;
+    }
+
+}
diff --git a/core/src/main/java/com/alibaba/datax/core/transport/transformer/GroovyTransformerStaticUtil.java b/core/src/main/java/com/alibaba/datax/core/transport/transformer/GroovyTransformerStaticUtil.java
index 4c872993..487a8be8 100644
--- a/core/src/main/java/com/alibaba/datax/core/transport/transformer/GroovyTransformerStaticUtil.java
+++ b/core/src/main/java/com/alibaba/datax/core/transport/transformer/GroovyTransformerStaticUtil.java
@@ -1,10 +1,18 @@
 package com.alibaba.datax.core.transport.transformer;
 
+import org.apache.commons.codec.digest.DigestUtils;
+
 /**
  * GroovyTransformer的帮助类，供groovy代码使用，必须全是static的方法
  * Created by liqiang on 16/3/4.
  */
 public class GroovyTransformerStaticUtil  {
 
+    public static String md5(final String data) {
+        return DigestUtils.md5Hex(data);
+    }
 
+    public static String sha1(final String data) {
+        return DigestUtils.sha1Hex(data);
+    }
 }
diff --git a/core/src/main/java/com/alibaba/datax/core/transport/transformer/TransformerRegistry.java b/core/src/main/java/com/alibaba/datax/core/transport/transformer/TransformerRegistry.java
index 96a0d988..3c625153 100644
--- a/core/src/main/java/com/alibaba/datax/core/transport/transformer/TransformerRegistry.java
+++ b/core/src/main/java/com/alibaba/datax/core/transport/transformer/TransformerRegistry.java
@@ -36,6 +36,7 @@ public class TransformerRegistry {
         registTransformer(new ReplaceTransformer());
         registTransformer(new FilterTransformer());
         registTransformer(new GroovyTransformer());
+        registTransformer(new DigestTransformer());
     }
 
     public static void loadTransformerFromLocalStorage() {

From 9af62e5aa063ace4d845c5044866a40fb80585d9 Mon Sep 17 00:00:00 2001
From: XuDaojie <xudaojieg@gmail.com>
Date: Fri, 20 Aug 2021 10:38:10 +0800
Subject: [PATCH 023/251] update: transformer.md

---
 transformer/doc/transformer.md | 26 +++++++++++++++++++++++---
 1 file changed, 23 insertions(+), 3 deletions(-)

diff --git a/transformer/doc/transformer.md b/transformer/doc/transformer.md
index 247ab39b..260c0fb6 100644
--- a/transformer/doc/transformer.md
+++ b/transformer/doc/transformer.md
@@ -59,7 +59,17 @@ dx_replace(1,"5","10","****")  column 1的value为“dataxTest”=>"data****"
 dx_filter(1,"like","dataTest")  
 dx_filter(1,">=","10")  
 ```
-5. dx_groovy
+5. dx_digest
+* 参数：3个
+    * 第一个参数：字段编号，对应record中第几个字段。
+    * 第二个参数：hash类型，md5、sha1
+    * 第三个参数：hash值大小写 toUpperCase（大写）、toLowerCase（小写）
+* 返回： 返回指定类型的hashHex,如果字段为空，则转为空字符串，再返回对应hashHex
+* 举例：
+```
+dx_digest(1,"md5","toUpperCase"), column 1的值为 xyzzzzz => 9CDFFC4FA4E45A99DB8BBCD762ACFFA2
+```
+6. dx_groovy
   * 参数。
       * 第一个参数： groovy code
       * 第二个参数（列表或者为空）：extraPackage 
@@ -67,7 +77,9 @@ dx_filter(1,">=","10")
       * dx_groovy只能调用一次。不能多次调用。
       * groovy code中支持java.lang, java.util的包，可直接引用的对象有record，以及element下的各种column（BoolColumn.class,BytesColumn.class,DateColumn.class,DoubleColumn.class,LongColumn.class,StringColumn.class）。不支持其他包，如果用户有需要用到其他包，可设置extraPackage，注意extraPackage不支持第三方jar包。
       * groovy code中，返回更新过的Record（比如record.setColumn(columnIndex, new StringColumn(newValue));），或者null。返回null表示过滤此行。
-      * 用户可以直接调用静态的Util方式（GroovyTransformerStaticUtil），目前GroovyTransformerStaticUtil的方法列表 (按需补充)：
+      * 用户可以直接调用静态的Util方式（GroovyTransformerStaticUtil），目前GroovyTransformerStaticUtil的方法列表：
+        * md5(String):String
+        * sha1(String):String
   * 举例:
 ```
 groovy 实现的subStr:
@@ -109,7 +121,7 @@ String code3 = "Column column = record.getColumn(1);\n" +
 ```
 
 ## Job定义
-* 本例中，配置3个UDF。
+* 本例中，配置4个UDF。
 
 ```
 {
@@ -176,6 +188,14 @@ String code3 = "Column column = record.getColumn(1);\n" +
                             "paras":["3","4","****"]
                             }  
                     },
+                    {
+                        "name": "dx_digest",
+                        "parameter": 
+                            {
+                            "columnIndex":3,
+                            "paras":["md5", "toLowerCase"]
+                            }  
+                    },
                     {
                         "name": "dx_groovy",
                           "parameter": 

From 787421fa8b775db0b8e6d68af91a9ad04d5a193f Mon Sep 17 00:00:00 2001
From: wz497345846 <497345846@qq.com>
Date: Tue, 24 Aug 2021 16:05:15 +0800
Subject: [PATCH 024/251] Update mongodbwriter.md
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

错别字
---
 mongodbwriter/doc/mongodbwriter.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/mongodbwriter/doc/mongodbwriter.md b/mongodbwriter/doc/mongodbwriter.md
index e30008db..74de8a0a 100644
--- a/mongodbwriter/doc/mongodbwriter.md
+++ b/mongodbwriter/doc/mongodbwriter.md
@@ -139,7 +139,7 @@ MongoDBWriter通过Datax框架获取Reader生成的数据，然后将Datax支持
 * splitter：特殊分隔符，当且仅当要处理的字符串要用分隔符分隔为字符数组时，才使用这个参数，通过这个参数指定的分隔符，将字符串分隔存储到MongoDB的数组中。【选填】
 * upsertInfo：指定了传输数据时更新的信息。【选填】
 * isUpsert：当设置为true时，表示针对相同的upsertKey做更新操作。【选填】
-* upsertKey：upsertKey指定了没行记录的业务主键。用来做更新时使用。【选填】
+* upsertKey：upsertKey指定了每行记录的业务主键。用来做更新时使用。【选填】
 
 #### 5 类型转换
 
@@ -154,4 +154,4 @@ MongoDBWriter通过Datax框架获取Reader生成的数据，然后将Datax支持
 
 
 #### 6 性能报告
-#### 7 测试报告
\ No newline at end of file
+#### 7 测试报告

From 881ab49359e258fe675e8bf223a09e90605d08dd Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Tue, 31 Aug 2021 20:34:30 +0800
Subject: [PATCH 025/251] add starrocks writer

---
 .../doriswriter/row/DorisISerializer.java     | 11 -----
 .../row/DorisSerializerFactory.java           | 22 ----------
 doriswriter/src/main/resources/plugin.json    |  6 ---
 package.xml                                   |  2 +-
 pom.xml                                       |  2 +-
 .../doc/starrockswriter.md                    | 20 +++++-----
 {doriswriter => starrockswriter}/pom.xml      | 10 ++---
 .../src/main/assembly/package.xml             |  8 ++--
 .../writer/doriswriter/StarRocksWriter.java   | 40 +++++++++----------
 .../doriswriter/StarRocksWriterOptions.java   |  6 +--
 .../manager/StarRocksFlushTuple.java          |  6 +--
 .../manager/StarRocksStreamLoadVisitor.java   | 26 ++++++------
 .../manager/StarRocksWriterManager.java       | 40 +++++++++----------
 .../row/StarRocksBaseSerializer.java          |  4 +-
 .../row/StarRocksCsvSerializer.java           |  8 ++--
 .../row/StarRocksDelimiterParser.java         |  4 +-
 .../doriswriter/row/StarRocksISerializer.java | 11 +++++
 .../row/StarRocksJsonSerializer.java          |  6 +--
 .../row/StarRocksSerializerFactory.java       | 22 ++++++++++
 .../doriswriter/util/StarRocksWriterUtil.java | 18 ++++-----
 .../src/main/resources/plugin.json            |  6 +++
 .../main/resources/plugin_job_template.json   |  2 +-
 22 files changed, 140 insertions(+), 140 deletions(-)
 delete mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisISerializer.java
 delete mode 100644 doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisSerializerFactory.java
 delete mode 100755 doriswriter/src/main/resources/plugin.json
 rename doriswriter/doc/doriswriter.md => starrockswriter/doc/starrockswriter.md (84%)
 rename {doriswriter => starrockswriter}/pom.xml (93%)
 rename {doriswriter => starrockswriter}/src/main/assembly/package.xml (76%)
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriter.java (73%)
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriterOptions.java (96%)
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisFlushTuple.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksFlushTuple.java (64%)
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksStreamLoadVisitor.java (84%)
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksWriterManager.java (70%)
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksBaseSerializer.java (76%)
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksCsvSerializer.java (69%)
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisDelimiterParser.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksDelimiterParser.java (93%)
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksISerializer.java
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksJsonSerializer.java (75%)
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksSerializerFactory.java
 rename doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/util/DorisWriterUtil.java => starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/util/StarRocksWriterUtil.java (79%)
 create mode 100755 starrockswriter/src/main/resources/plugin.json
 rename {doriswriter => starrockswriter}/src/main/resources/plugin_job_template.json (88%)

diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisISerializer.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisISerializer.java
deleted file mode 100644
index 92a73288..00000000
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisISerializer.java
+++ /dev/null
@@ -1,11 +0,0 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
-
-import java.io.Serializable;
-
-import com.alibaba.datax.common.element.Record;
-
-public interface DorisISerializer extends Serializable {
-
-    String serialize(Record row);
-    
-}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisSerializerFactory.java b/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisSerializerFactory.java
deleted file mode 100644
index 0816399e..00000000
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisSerializerFactory.java
+++ /dev/null
@@ -1,22 +0,0 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
-
-import java.util.Map;
-
-import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
-
-public class DorisSerializerFactory {
-
-    private DorisSerializerFactory() {}
-
-    public static DorisISerializer createSerializer(DorisWriterOptions writerOptions) {
-        if (DorisWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
-            Map<String, Object> props = writerOptions.getLoadProps();
-            return new DorisCsvSerializer(null == props || !props.containsKey("column_separator") ? null : String.valueOf(props.get("column_separator")));
-        }
-        if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
-            return new DorisJsonSerializer(writerOptions.getColumns());
-        }
-        throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties.");
-    }
-    
-}
diff --git a/doriswriter/src/main/resources/plugin.json b/doriswriter/src/main/resources/plugin.json
deleted file mode 100755
index 081ddace..00000000
--- a/doriswriter/src/main/resources/plugin.json
+++ /dev/null
@@ -1,6 +0,0 @@
-{
-    "name": "doriswriter",
-    "class": "com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriter",
-    "description": "useScene: prod. mechanism: DorisStreamLoad. warn: The more you know about the database, the less problems you encounter.",
-    "developer": "dorisdb"
-}
\ No newline at end of file
diff --git a/package.xml b/package.xml
index 347ee81a..4a2e1fc8 100755
--- a/package.xml
+++ b/package.xml
@@ -190,7 +190,7 @@
             <outputDirectory>datax</outputDirectory>
         </fileSet>
         <fileSet>
-            <directory>doriswriter/target/datax/</directory>
+            <directory>starrockswriter/target/datax/</directory>
             <includes>
                 <include>**/*.*</include>
             </includes>
diff --git a/pom.xml b/pom.xml
index 96ad4333..5f194b06 100644
--- a/pom.xml
+++ b/pom.xml
@@ -71,7 +71,7 @@
 
         <!-- writer -->
         <module>mysqlwriter</module>
-        <module>doriswriter</module>
+        <module>starrockswriter</module>
         <module>drdswriter</module>
         <module>odpswriter</module>
         <module>txtfilewriter</module>
diff --git a/doriswriter/doc/doriswriter.md b/starrockswriter/doc/starrockswriter.md
similarity index 84%
rename from doriswriter/doc/doriswriter.md
rename to starrockswriter/doc/starrockswriter.md
index fbe6e4bb..f471b752 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/starrockswriter/doc/starrockswriter.md
@@ -1,4 +1,4 @@
-# DataX DorisWriter
+# DataX StarRocksWriter
 
 
 ---
@@ -6,19 +6,19 @@
 
 ## 1 快速介绍
 
-DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。在底层实现上， DorisWriter 通过Streamload以csv格式导入数据至Doris。
+StarRocksWriter 插件实现了写入数据到 StarRocks 主库的目的表的功能。在底层实现上， StarRocksWriter 通过Streamload以csv格式导入数据至StarRocks。
 
 
 ## 2 实现原理
 
- DorisWriter 通过Streamload以csv格式导入数据至Doris， 内部将`reader`读取的数据进行缓存后批量导入至Doris，以提高写入性能。
+ StarRocksWriter 通过Streamload以csv格式导入数据至StarRocks， 内部将`reader`读取的数据进行缓存后批量导入至StarRocks，以提高写入性能。
 
 
 ## 3 功能说明
 
 ### 3.1 配置样例
 
-* 这里使用一份从内存Mysql读取数据后导入至Doris。
+* 这里使用一份从内存Mysql读取数据后导入至StarRocks。
 
 ```json
 {
@@ -57,7 +57,7 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
                     }
                 },
                "writer": {
-                    "name": "doriswriter",
+                    "name": "starrockswriter",
                     "parameter": {
                         "username": "xxxx",
                         "password": "xxxx",
@@ -83,7 +83,7 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 
 * **username**
 
-	* 描述：Doris数据库的用户名 <br />
+	* 描述：StarRocks数据库的用户名 <br />
 
 	* 必选：是 <br />
 
@@ -91,7 +91,7 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 
 * **password**
 
-	* 描述：Doris数据库的密码 <br />
+	* 描述：StarRocks数据库的密码 <br />
 
 	* 必选：是 <br />
 
@@ -99,7 +99,7 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 
 * **database**
 
-	* 描述：Doris表的数据库名称。
+	* 描述：StarRocks表的数据库名称。
 
 	* 必选：是 <br />
 
@@ -107,7 +107,7 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 
 * **table**
 
-	* 描述：Doris表的表名称。
+	* 描述：StarRocks表的表名称。
 
 	* 必选：是 <br />
 
@@ -115,7 +115,7 @@ DorisWriter 插件实现了写入数据到 Doris 主库的目的表的功能。
 
 * **loadUrl**
 
-	* 描述：Doris FE的地址用于Streamload，可以为多个fe地址，`fe_ip:fe_http_port`。
+	* 描述：StarRocks FE的地址用于Streamload，可以为多个fe地址，`fe_ip:fe_http_port`。
 
 	* 必选：是 <br />
 
diff --git a/doriswriter/pom.xml b/starrockswriter/pom.xml
similarity index 93%
rename from doriswriter/pom.xml
rename to starrockswriter/pom.xml
index 1524e358..f36fc4b5 100755
--- a/doriswriter/pom.xml
+++ b/starrockswriter/pom.xml
@@ -6,8 +6,8 @@
 		<artifactId>datax-all</artifactId>
 		<version>0.0.1-SNAPSHOT</version>
 	</parent>
-	<artifactId>doriswriter</artifactId>
-	<name>doriswriter</name>
+	<artifactId>starrockswriter</artifactId>
+	<name>starrockswriter</name>
 	<packaging>jar</packaging>
 
 	<dependencies>
@@ -100,15 +100,15 @@
                             <relocations>
                                 <relocation>
                                     <pattern>com.alibaba.fastjson</pattern>
-                                    <shadedPattern>com.dorisdb.shade.com.alibaba.fastjson</shadedPattern>
+                                    <shadedPattern>com.starrocks.shade.com.alibaba.fastjson</shadedPattern>
                                 </relocation>
                                 <relocation>
                                     <pattern>org.apache.http</pattern>
-                                    <shadedPattern>com.dorisdb.shade.org.apache.http</shadedPattern>
+                                    <shadedPattern>com.starrocks.shade.org.apache.http</shadedPattern>
                                 </relocation>
                                 <relocation>
                                     <pattern>org.apache.commons</pattern>
-                                    <shadedPattern>com.dorisdb.shade.org.apache.commons</shadedPattern>
+                                    <shadedPattern>com.starrocks.shade.org.apache.commons</shadedPattern>
                                 </relocation>
                             </relocations>
                             <artifactSet>
diff --git a/doriswriter/src/main/assembly/package.xml b/starrockswriter/src/main/assembly/package.xml
similarity index 76%
rename from doriswriter/src/main/assembly/package.xml
rename to starrockswriter/src/main/assembly/package.xml
index 2e0880e1..79ca7be8 100755
--- a/doriswriter/src/main/assembly/package.xml
+++ b/starrockswriter/src/main/assembly/package.xml
@@ -14,21 +14,21 @@
 				<include>plugin.json</include>
 				<include>plugin_job_template.json</include>
 			</includes>
-			<outputDirectory>plugin/writer/doriswriter</outputDirectory>
+			<outputDirectory>plugin/writer/starrockswriter</outputDirectory>
 		</fileSet>
 		<fileSet>
 			<directory>target/</directory>
 			<includes>
-				<include>doriswriter-0.0.1-SNAPSHOT.jar</include>
+				<include>starrockswriter-0.0.1-SNAPSHOT.jar</include>
 			</includes>
-			<outputDirectory>plugin/writer/doriswriter</outputDirectory>
+			<outputDirectory>plugin/writer/starrockswriter</outputDirectory>
 		</fileSet>
 	</fileSets>
 
 	<dependencySets>
 		<dependencySet>
 			<useProjectArtifact>false</useProjectArtifact>
-			<outputDirectory>plugin/writer/doriswriter/libs</outputDirectory>
+			<outputDirectory>plugin/writer/starrockswriter/libs</outputDirectory>
 			<scope>runtime</scope>
 		</dependencySet>
 	</dependencySets>
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriter.java
similarity index 73%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriter.java
index 8b3c414d..666a99d9 100755
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriter.java
@@ -1,4 +1,4 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter;
 
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.exception.DataXException;
@@ -8,10 +8,10 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
 import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
-import com.dorisdb.connector.datax.plugin.writer.doriswriter.manager.DorisWriterManager;
-import com.dorisdb.connector.datax.plugin.writer.doriswriter.row.DorisISerializer;
-import com.dorisdb.connector.datax.plugin.writer.doriswriter.row.DorisSerializerFactory;
-import com.dorisdb.connector.datax.plugin.writer.doriswriter.util.DorisWriterUtil;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.manager.StarRocksWriterManager;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksISerializer;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksSerializerFactory;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.util.StarRocksWriterUtil;
 
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -20,26 +20,26 @@ import java.sql.Connection;
 import java.util.ArrayList;
 import java.util.List;
 
-public class DorisWriter extends Writer {
+public class StarRocksWriter extends Writer {
     
     public static class Job extends Writer.Job {
 
         private static final Logger LOG = LoggerFactory.getLogger(Job.class);
         private Configuration originalConfig = null;
-        private DorisWriterOptions options;
+        private StarRocksWriterOptions options;
 
         @Override
         public void init() {
             this.originalConfig = super.getPluginJobConf();
-            options = new DorisWriterOptions(super.getPluginJobConf());
+            options = new StarRocksWriterOptions(super.getPluginJobConf());
             options.doPretreatment();
         }
 
         @Override
         public void preCheck(){
             this.init();
-            DorisWriterUtil.preCheckPrePareSQL(options);
-            DorisWriterUtil.preCheckPostSQL(options);
+            StarRocksWriterUtil.preCheckPrePareSQL(options);
+            StarRocksWriterUtil.preCheckPostSQL(options);
         }
 
         @Override
@@ -47,11 +47,11 @@ public class DorisWriter extends Writer {
             String username = options.getUsername();
             String password = options.getPassword();
             String jdbcUrl = options.getJdbcUrl();
-            List<String> renderedPreSqls = DorisWriterUtil.renderPreOrPostSqls(options.getPreSqlList(), options.getTable());
+            List<String> renderedPreSqls = StarRocksWriterUtil.renderPreOrPostSqls(options.getPreSqlList(), options.getTable());
             if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
                 Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
                 LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPreSqls), jdbcUrl);
-                DorisWriterUtil.executeSqls(conn, renderedPreSqls);
+                StarRocksWriterUtil.executeSqls(conn, renderedPreSqls);
                 DBUtil.closeDBResources(null, null, conn);
             }
         }
@@ -70,11 +70,11 @@ public class DorisWriter extends Writer {
             String username = options.getUsername();
             String password = options.getPassword();
             String jdbcUrl = options.getJdbcUrl();
-            List<String> renderedPostSqls = DorisWriterUtil.renderPreOrPostSqls(options.getPostSqlList(), options.getTable());
+            List<String> renderedPostSqls = StarRocksWriterUtil.renderPreOrPostSqls(options.getPostSqlList(), options.getTable());
             if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
                 Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
                 LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPostSqls), jdbcUrl);
-                DorisWriterUtil.executeSqls(conn, renderedPostSqls);
+                StarRocksWriterUtil.executeSqls(conn, renderedPostSqls);
                 DBUtil.closeDBResources(null, null, conn);
             }
         }
@@ -86,15 +86,15 @@ public class DorisWriter extends Writer {
     }
 
     public static class Task extends Writer.Task {
-        private DorisWriterManager writerManager;
-        private DorisWriterOptions options;
-        private DorisISerializer rowSerializer;
+        private StarRocksWriterManager writerManager;
+        private StarRocksWriterOptions options;
+        private StarRocksISerializer rowSerializer;
 
         @Override
         public void init() {
-            options = new DorisWriterOptions(super.getPluginJobConf());
-            writerManager = new DorisWriterManager(options);
-            rowSerializer = DorisSerializerFactory.createSerializer(options);
+            options = new StarRocksWriterOptions(super.getPluginJobConf());
+            writerManager = new StarRocksWriterManager(options);
+            rowSerializer = StarRocksSerializerFactory.createSerializer(options);
         }
 
         @Override
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriterOptions.java
similarity index 96%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriterOptions.java
index 1b3f525f..5180512f 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriterOptions.java
@@ -1,4 +1,4 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter;
 
 import java.io.Serializable;
 
@@ -10,7 +10,7 @@ import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;
 
-public class DorisWriterOptions implements Serializable {
+public class StarRocksWriterOptions implements Serializable {
 
     private static final long serialVersionUID = 1l;
     private static final long KILO_BYTES_SCALE = 1024l;
@@ -40,7 +40,7 @@ public class DorisWriterOptions implements Serializable {
 
     private final Configuration options;
 
-    public DorisWriterOptions(Configuration options) {
+    public StarRocksWriterOptions(Configuration options) {
         this.options = options;
     }
 
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisFlushTuple.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksFlushTuple.java
similarity index 64%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisFlushTuple.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksFlushTuple.java
index 24bcc9c6..cd8c663b 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisFlushTuple.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksFlushTuple.java
@@ -1,14 +1,14 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.manager;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
 
 import java.util.List;
 
-public class DorisFlushTuple {
+public class StarRocksFlushTuple {
     
     private String label;
     private Long bytes;
     private List<String> rows;
 
-    public DorisFlushTuple(String label, Long bytes, List<String> rows) {
+    public StarRocksFlushTuple(String label, Long bytes, List<String> rows) {
         this.label = label;
         this.bytes = bytes;
         this.rows = rows;
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksStreamLoadVisitor.java
similarity index 84%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksStreamLoadVisitor.java
index 7556f72e..84fc5200 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksStreamLoadVisitor.java
@@ -1,4 +1,4 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.manager;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
 
 import java.io.IOException;
 import java.net.HttpURLConnection;
@@ -7,8 +7,8 @@ import java.nio.ByteBuffer;
 import java.nio.charset.StandardCharsets;
 
 import com.alibaba.fastjson.JSON;
-import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
-import com.dorisdb.connector.datax.plugin.writer.doriswriter.row.DorisDelimiterParser;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksDelimiterParser;
 
 import org.apache.commons.codec.binary.Base64;
 import org.apache.http.HttpEntity;
@@ -28,18 +28,18 @@ import java.util.List;
 import java.util.Map;
 
  
-public class DorisStreamLoadVisitor {
+public class StarRocksStreamLoadVisitor {
 
-    private static final Logger LOG = LoggerFactory.getLogger(DorisStreamLoadVisitor.class);
+    private static final Logger LOG = LoggerFactory.getLogger(StarRocksStreamLoadVisitor.class);
 
-    private final DorisWriterOptions writerOptions;
+    private final StarRocksWriterOptions writerOptions;
     private int pos;
 
-    public DorisStreamLoadVisitor(DorisWriterOptions writerOptions) {
+    public StarRocksStreamLoadVisitor(StarRocksWriterOptions writerOptions) {
         this.writerOptions = writerOptions;
     }
 
-    public void doStreamLoad(DorisFlushTuple flushData) throws IOException {
+    public void doStreamLoad(StarRocksFlushTuple flushData) throws IOException {
         String host = getAvailableHost();
         if (null == host) {
             throw new IOException("None of the host in `load_url` could be connected.");
@@ -55,12 +55,12 @@ public class DorisStreamLoadVisitor {
         Map<String, Object> loadResult = doHttpPut(loadUrl, flushData.getLabel(), joinRows(flushData.getRows(), flushData.getBytes().intValue()));
         final String keyStatus = "Status";
         if (null == loadResult || !loadResult.containsKey(keyStatus)) {
-            throw new IOException("Unable to flush data to doris: unknown result status.");
+            throw new IOException("Unable to flush data to StarRocks: unknown result status.");
         }
         LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
         if (loadResult.get(keyStatus).equals("Fail")) {
             throw new IOException(
-                new StringBuilder("Failed to flush data to doris.\n").append(JSON.toJSONString(loadResult)).toString()
+                new StringBuilder("Failed to flush data to StarRocks.\n").append(JSON.toJSONString(loadResult)).toString()
             );
         }
     }
@@ -94,9 +94,9 @@ public class DorisStreamLoadVisitor {
     }
 
     private byte[] joinRows(List<String> rows, int totalBytes) {
-        if (DorisWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
+        if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
             Map<String, Object> props = writerOptions.getLoadProps();
-            byte[] lineDelimiter = DorisDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n").getBytes(StandardCharsets.UTF_8);
+            byte[] lineDelimiter = StarRocksDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n").getBytes(StandardCharsets.UTF_8);
             ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
             for (String row : rows) {
                 bos.put(row.getBytes(StandardCharsets.UTF_8));
@@ -105,7 +105,7 @@ public class DorisStreamLoadVisitor {
             return bos.array();
         }
        
-        if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
+        if (StarRocksWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
             ByteBuffer bos = ByteBuffer.allocate(totalBytes + (rows.isEmpty() ? 2 : rows.size() + 1));
             bos.put("[".getBytes(StandardCharsets.UTF_8));
             byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8);
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksWriterManager.java
similarity index 70%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksWriterManager.java
index d7e9ad33..4e53adeb 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksWriterManager.java
@@ -1,4 +1,4 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.manager;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
 
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -9,26 +9,26 @@ import java.util.List;
 import java.util.UUID;
 import java.util.concurrent.LinkedBlockingDeque;
 
-import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
 import com.google.common.base.Strings;
 
-public class DorisWriterManager {
+public class StarRocksWriterManager {
     
-    private static final Logger LOG = LoggerFactory.getLogger(DorisWriterManager.class);
+    private static final Logger LOG = LoggerFactory.getLogger(StarRocksWriterManager.class);
 
-    private final DorisStreamLoadVisitor dorisStreamLoadVisitor;
-    private final DorisWriterOptions writerOptions;
+    private final StarRocksStreamLoadVisitor starrocksStreamLoadVisitor;
+    private final StarRocksWriterOptions writerOptions;
 
     private final List<String> buffer = new ArrayList<>();
     private int batchCount = 0;
     private long batchSize = 0;
     private volatile boolean closed = false;
     private volatile Exception flushException;
-    private final LinkedBlockingDeque<DorisFlushTuple> flushQueue;
+    private final LinkedBlockingDeque<StarRocksFlushTuple> flushQueue;
 
-    public DorisWriterManager(DorisWriterOptions writerOptions) {
+    public StarRocksWriterManager(StarRocksWriterOptions writerOptions) {
         this.writerOptions = writerOptions;
-        this.dorisStreamLoadVisitor = new DorisStreamLoadVisitor(writerOptions);
+        this.starrocksStreamLoadVisitor = new StarRocksStreamLoadVisitor(writerOptions);
         flushQueue = new LinkedBlockingDeque<>(writerOptions.getFlushQueueLength()); 
         this.startAsyncFlushing();
     }
@@ -41,11 +41,11 @@ public class DorisWriterManager {
             batchSize += record.getBytes().length;
             if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) {
                 String label = createBatchLabel();
-                LOG.debug(String.format("Doris buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));
+                LOG.debug(String.format("StarRocks buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));
                 flush(label, false);
             }
         } catch (Exception e) {
-            throw new IOException("Writing records to Doris failed.", e);
+            throw new IOException("Writing records to StarRocks failed.", e);
         }
     }
 
@@ -57,7 +57,7 @@ public class DorisWriterManager {
             }
             return;
         }
-        flushQueue.put(new DorisFlushTuple(label, batchSize,  new ArrayList<>(buffer)));
+        flushQueue.put(new StarRocksFlushTuple(label, batchSize,  new ArrayList<>(buffer)));
         if (waitUtilDone) {
             // wait the last flush
             waitAsyncFlushingDone();
@@ -72,10 +72,10 @@ public class DorisWriterManager {
             closed = true;            
             try {
                 String label = createBatchLabel();
-                if (batchCount > 0) LOG.debug(String.format("Doris Sink is about to close: label[%s].", label));
+                if (batchCount > 0) LOG.debug(String.format("StarRocks Sink is about to close: label[%s].", label));
                 flush(label, true);
             } catch (Exception e) {
-                throw new RuntimeException("Writing records to Doris failed.", e);
+                throw new RuntimeException("Writing records to StarRocks failed.", e);
             }
         }
         checkFlushException();
@@ -105,24 +105,24 @@ public class DorisWriterManager {
     private void waitAsyncFlushingDone() throws InterruptedException {
         // wait previous flushings
         for (int i = 0; i <= writerOptions.getFlushQueueLength(); i++) {
-            flushQueue.put(new DorisFlushTuple("", 0l, null));
+            flushQueue.put(new StarRocksFlushTuple("", 0l, null));
         }
     }
 
     private void asyncFlush() throws Exception {
-        DorisFlushTuple flushData = flushQueue.take();
+        StarRocksFlushTuple flushData = flushQueue.take();
         if (Strings.isNullOrEmpty(flushData.getLabel())) {
             return;
         }
         LOG.debug(String.format("Async stream load: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
         for (int i = 0; i <= writerOptions.getMaxRetries(); i++) {
             try {
-                // flush to Doris with stream load
-                dorisStreamLoadVisitor.doStreamLoad(flushData);
+                // flush to StarRocks with stream load
+                starrocksStreamLoadVisitor.doStreamLoad(flushData);
                 LOG.info(String.format("Async stream load finished: label[%s].", flushData.getLabel()));
                 break;
             } catch (Exception e) {
-                LOG.warn("Failed to flush batch data to doris, retry times = {}", i, e);
+                LOG.warn("Failed to flush batch data to StarRocks, retry times = {}", i, e);
                 if (i >= writerOptions.getMaxRetries()) {
                     throw new IOException(e);
                 }
@@ -138,7 +138,7 @@ public class DorisWriterManager {
 
     private void checkFlushException() {
         if (flushException != null) {
-            throw new RuntimeException("Writing records to Doris failed.", flushException);
+            throw new RuntimeException("Writing records to StarRocks failed.", flushException);
         }
     }
 }
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksBaseSerializer.java
similarity index 76%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksBaseSerializer.java
index 9876b0f0..77d25f12 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisBaseSerializer.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksBaseSerializer.java
@@ -1,9 +1,9 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
 
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Column.Type;
 
-public class DorisBaseSerializer {
+public class StarRocksBaseSerializer {
 
     protected String fieldConvertion(Column col) {
         if (null == col.getRawData()) {
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksCsvSerializer.java
similarity index 69%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksCsvSerializer.java
index 862e0b73..1366d570 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisCsvSerializer.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksCsvSerializer.java
@@ -1,4 +1,4 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
 
 import java.io.StringWriter;
 
@@ -6,14 +6,14 @@ import com.alibaba.datax.common.element.Record;
 
 import com.google.common.base.Strings;
 
-public class DorisCsvSerializer extends DorisBaseSerializer implements DorisISerializer {
+public class StarRocksCsvSerializer extends StarRocksBaseSerializer implements StarRocksISerializer {
     
     private static final long serialVersionUID = 1L;
 
     private final String columnSeparator;
 
-    public DorisCsvSerializer(String sp) {
-        this.columnSeparator = DorisDelimiterParser.parse(sp, "\t");
+    public StarRocksCsvSerializer(String sp) {
+        this.columnSeparator = StarRocksDelimiterParser.parse(sp, "\t");
     }
 
     @Override
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisDelimiterParser.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksDelimiterParser.java
similarity index 93%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisDelimiterParser.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksDelimiterParser.java
index 3fd58fa5..04301e0f 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisDelimiterParser.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksDelimiterParser.java
@@ -1,10 +1,10 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
 
 import java.io.StringWriter;
 
 import com.google.common.base.Strings;
 
-public class DorisDelimiterParser {
+public class StarRocksDelimiterParser {
 
     private static final String HEX_STRING = "0123456789ABCDEF";
 
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksISerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksISerializer.java
new file mode 100644
index 00000000..7bcb8973
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksISerializer.java
@@ -0,0 +1,11 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
+
+import java.io.Serializable;
+
+import com.alibaba.datax.common.element.Record;
+
+public interface StarRocksISerializer extends Serializable {
+
+    String serialize(Record row);
+    
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksJsonSerializer.java
similarity index 75%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksJsonSerializer.java
index 3f74ac58..60faa1be 100644
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/row/DorisJsonSerializer.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksJsonSerializer.java
@@ -1,4 +1,4 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.row;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
 
 import java.util.HashMap;
 import java.util.List;
@@ -7,13 +7,13 @@ import java.util.Map;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.fastjson.JSON;
 
-public class DorisJsonSerializer extends DorisBaseSerializer implements DorisISerializer {
+public class StarRocksJsonSerializer extends StarRocksBaseSerializer implements StarRocksISerializer {
 
     private static final long serialVersionUID = 1L;
     
     private final List<String> fieldNames;
 
-    public DorisJsonSerializer(List<String> fieldNames) {
+    public StarRocksJsonSerializer(List<String> fieldNames) {
         this.fieldNames = fieldNames;
     }
 
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksSerializerFactory.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksSerializerFactory.java
new file mode 100644
index 00000000..85f446cd
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksSerializerFactory.java
@@ -0,0 +1,22 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
+
+import java.util.Map;
+
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
+
+public class StarRocksSerializerFactory {
+
+    private StarRocksSerializerFactory() {}
+
+    public static StarRocksISerializer createSerializer(StarRocksWriterOptions writerOptions) {
+        if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
+            Map<String, Object> props = writerOptions.getLoadProps();
+            return new StarRocksCsvSerializer(null == props || !props.containsKey("column_separator") ? null : String.valueOf(props.get("column_separator")));
+        }
+        if (StarRocksWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
+            return new StarRocksJsonSerializer(writerOptions.getColumns());
+        }
+        throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties.");
+    }
+    
+}
diff --git a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/util/DorisWriterUtil.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/util/StarRocksWriterUtil.java
similarity index 79%
rename from doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/util/DorisWriterUtil.java
rename to starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/util/StarRocksWriterUtil.java
index 348e519c..c3b5d8d1 100755
--- a/doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/util/DorisWriterUtil.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/util/StarRocksWriterUtil.java
@@ -1,11 +1,11 @@
-package com.dorisdb.connector.datax.plugin.writer.doriswriter.util;
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.util;
 
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
 import com.alibaba.datax.plugin.rdbms.writer.Constant;
 import com.alibaba.druid.sql.parser.ParserException;
-import com.dorisdb.connector.datax.plugin.writer.doriswriter.DorisWriterOptions;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
 import com.google.common.base.Strings;
 
 import org.slf4j.Logger;
@@ -15,10 +15,10 @@ import java.sql.Connection;
 import java.sql.Statement;
 import java.util.*;
 
-public final class DorisWriterUtil {
-    private static final Logger LOG = LoggerFactory.getLogger(DorisWriterUtil.class);
+public final class StarRocksWriterUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(StarRocksWriterUtil.class);
 
-    private DorisWriterUtil() {}
+    private StarRocksWriterUtil() {}
 
     public static List<String> renderPreOrPostSqls(List<String> preOrPostSqls, String tableName) {
         if (null == preOrPostSqls) {
@@ -49,10 +49,10 @@ public final class DorisWriterUtil {
         }
     }
 
-    public static void preCheckPrePareSQL(DorisWriterOptions options) {
+    public static void preCheckPrePareSQL(StarRocksWriterOptions options) {
         String table = options.getTable();
         List<String> preSqls = options.getPreSqlList();
-        List<String> renderedPreSqls = DorisWriterUtil.renderPreOrPostSqls(preSqls, table);
+        List<String> renderedPreSqls = StarRocksWriterUtil.renderPreOrPostSqls(preSqls, table);
         if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
             LOG.info("Begin to preCheck preSqls:[{}].", String.join(";", renderedPreSqls));
             for (String sql : renderedPreSqls) {
@@ -65,10 +65,10 @@ public final class DorisWriterUtil {
         }
     }
 
-    public static void preCheckPostSQL(DorisWriterOptions options) {
+    public static void preCheckPostSQL(StarRocksWriterOptions options) {
         String table = options.getTable();
         List<String> postSqls = options.getPostSqlList();
-        List<String> renderedPostSqls = DorisWriterUtil.renderPreOrPostSqls(postSqls, table);
+        List<String> renderedPostSqls = StarRocksWriterUtil.renderPreOrPostSqls(postSqls, table);
         if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
             LOG.info("Begin to preCheck postSqls:[{}].", String.join(";", renderedPostSqls));
             for(String sql : renderedPostSqls) {
diff --git a/starrockswriter/src/main/resources/plugin.json b/starrockswriter/src/main/resources/plugin.json
new file mode 100755
index 00000000..8edec1e0
--- /dev/null
+++ b/starrockswriter/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+    "name": "starrockswriter",
+    "class": "com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriter",
+    "description": "useScene: prod. mechanism: StarRocksStreamLoad. warn: The more you know about the database, the less problems you encounter.",
+    "developer": "starrocks"
+}
\ No newline at end of file
diff --git a/doriswriter/src/main/resources/plugin_job_template.json b/starrockswriter/src/main/resources/plugin_job_template.json
similarity index 88%
rename from doriswriter/src/main/resources/plugin_job_template.json
rename to starrockswriter/src/main/resources/plugin_job_template.json
index ee1744c8..ca5c99d0 100644
--- a/doriswriter/src/main/resources/plugin_job_template.json
+++ b/starrockswriter/src/main/resources/plugin_job_template.json
@@ -1,5 +1,5 @@
 {
-    "name": "doriswriter",
+    "name": "starrockswriter",
     "parameter": {
         "username": "",
         "password": "",

From 835e5deb745b4dbdd9b161f35e7889ca2e0f0675 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Wed, 1 Sep 2021 16:51:01 +0800
Subject: [PATCH 026/251] fix renaming issue

---
 .../starrockswriter/StarRocksWriter.java      | 141 ++++++++++++++
 .../StarRocksWriterOptions.java               | 146 +++++++++++++++
 .../manager/StarRocksFlushTuple.java          |  20 ++
 .../manager/StarRocksStreamLoadVisitor.java   | 175 ++++++++++++++++++
 .../manager/StarRocksWriterManager.java       | 144 ++++++++++++++
 .../row/StarRocksBaseSerializer.java          |  18 ++
 .../row/StarRocksCsvSerializer.java           |  32 ++++
 .../row/StarRocksDelimiterParser.java         |  55 ++++++
 .../row/StarRocksISerializer.java             |  11 ++
 .../row/StarRocksJsonSerializer.java          |  34 ++++
 .../row/StarRocksSerializerFactory.java       |  22 +++
 .../util/StarRocksWriterUtil.java             |  83 +++++++++
 12 files changed, 881 insertions(+)
 create mode 100755 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksCsvSerializer.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksDelimiterParser.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksISerializer.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksSerializerFactory.java
 create mode 100755 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java
new file mode 100755
index 00000000..666a99d9
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java
@@ -0,0 +1,141 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.manager.StarRocksWriterManager;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksISerializer;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksSerializerFactory;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.util.StarRocksWriterUtil;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.util.ArrayList;
+import java.util.List;
+
+public class StarRocksWriter extends Writer {
+    
+    public static class Job extends Writer.Job {
+
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        private Configuration originalConfig = null;
+        private StarRocksWriterOptions options;
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            options = new StarRocksWriterOptions(super.getPluginJobConf());
+            options.doPretreatment();
+        }
+
+        @Override
+        public void preCheck(){
+            this.init();
+            StarRocksWriterUtil.preCheckPrePareSQL(options);
+            StarRocksWriterUtil.preCheckPostSQL(options);
+        }
+
+        @Override
+        public void prepare() {
+            String username = options.getUsername();
+            String password = options.getPassword();
+            String jdbcUrl = options.getJdbcUrl();
+            List<String> renderedPreSqls = StarRocksWriterUtil.renderPreOrPostSqls(options.getPreSqlList(), options.getTable());
+            if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
+                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPreSqls), jdbcUrl);
+                StarRocksWriterUtil.executeSqls(conn, renderedPreSqls);
+                DBUtil.closeDBResources(null, null, conn);
+            }
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            List<Configuration> configurations = new ArrayList<>(mandatoryNumber);
+            for (int i = 0; i < mandatoryNumber; i++) {
+                configurations.add(originalConfig);
+            }
+            return configurations;
+        }
+
+        @Override
+        public void post() {
+            String username = options.getUsername();
+            String password = options.getPassword();
+            String jdbcUrl = options.getJdbcUrl();
+            List<String> renderedPostSqls = StarRocksWriterUtil.renderPreOrPostSqls(options.getPostSqlList(), options.getTable());
+            if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
+                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPostSqls), jdbcUrl);
+                StarRocksWriterUtil.executeSqls(conn, renderedPostSqls);
+                DBUtil.closeDBResources(null, null, conn);
+            }
+        }
+
+        @Override
+        public void destroy() {
+        }
+
+    }
+
+    public static class Task extends Writer.Task {
+        private StarRocksWriterManager writerManager;
+        private StarRocksWriterOptions options;
+        private StarRocksISerializer rowSerializer;
+
+        @Override
+        public void init() {
+            options = new StarRocksWriterOptions(super.getPluginJobConf());
+            writerManager = new StarRocksWriterManager(options);
+            rowSerializer = StarRocksSerializerFactory.createSerializer(options);
+        }
+
+        @Override
+        public void prepare() {
+        }
+
+        public void startWrite(RecordReceiver recordReceiver) {
+            try {
+                Record record;
+                while ((record = recordReceiver.getFromReader()) != null) {
+                    if (record.getColumnNumber() != options.getColumns().size()) {
+                        throw DataXException
+                                .asDataXException(
+                                        DBUtilErrorCode.CONF_ERROR,
+                                        String.format(
+                                                "列配置信息有错误. 因为您配置的任务中，源头读取字段数:%s 与 目的表要写入的字段数:%s 不相等. 请检查您的配置并作出修改.",
+                                                record.getColumnNumber(),
+                                                options.getColumns().size()));
+                    }
+                    writerManager.writeRecord(rowSerializer.serialize(record));
+                }
+            } catch (Exception e) {
+                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
+            }
+        }
+
+        @Override
+        public void post() {
+            try {
+                writerManager.close();
+            } catch (Exception e) {
+                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
+            }
+        }
+
+        @Override
+        public void destroy() {}
+
+        @Override
+        public boolean supportFailOver(){
+            return false;
+        }
+    }
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
new file mode 100644
index 00000000..5180512f
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
@@ -0,0 +1,146 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter;
+
+import java.io.Serializable;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+public class StarRocksWriterOptions implements Serializable {
+
+    private static final long serialVersionUID = 1l;
+    private static final long KILO_BYTES_SCALE = 1024l;
+    private static final long MEGA_BYTES_SCALE = KILO_BYTES_SCALE * KILO_BYTES_SCALE;
+    private static final int MAX_RETRIES = 1;
+    private static final int BATCH_ROWS = 500000;
+    private static final long BATCH_BYTES = 90 * MEGA_BYTES_SCALE;
+
+    private static final String KEY_LOAD_PROPS_FORMAT = "format";
+    public enum StreamLoadFormat {
+        CSV, JSON;
+    }
+
+    private static final String KEY_USERNAME = "username";
+    private static final String KEY_PASSWORD = "password";
+    private static final String KEY_DATABASE = "database";
+    private static final String KEY_TABLE = "table";
+    private static final String KEY_COLUMN = "column";
+    private static final String KEY_PRE_SQL = "preSql";
+    private static final String KEY_POST_SQL = "postSql";
+    private static final String KEY_JDBC_URL = "jdbcUrl";
+    private static final String KEY_MAX_BATCH_ROWS = "maxBatchRows";
+    private static final String KEY_MAX_BATCH_SIZE = "maxBatchSize";
+    private static final String KEY_LOAD_URL = "loadUrl";
+    private static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength";
+    private static final String KEY_LOAD_PROPS = "loadProps";
+
+    private final Configuration options;
+
+    public StarRocksWriterOptions(Configuration options) {
+        this.options = options;
+    }
+
+    public void doPretreatment() {
+        validateRequired();
+        validateStreamLoadUrl();
+    }
+    
+    public String getJdbcUrl() {
+        return options.getString(KEY_JDBC_URL);
+    }
+
+    public String getDatabase() {
+        return options.getString(KEY_DATABASE);
+    }
+
+    public String getTable() {
+        return options.getString(KEY_TABLE);
+    }
+
+    public String getUsername() {
+        return options.getString(KEY_USERNAME);
+    }
+
+    public String getPassword() {
+        return options.getString(KEY_PASSWORD);
+    }
+
+    public List<String> getLoadUrlList() {
+        return options.getList(KEY_LOAD_URL, String.class);
+    }
+
+    public List<String> getColumns() {
+        return options.getList(KEY_COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
+    }
+
+    public List<String> getPreSqlList() {
+        return options.getList(KEY_PRE_SQL, String.class);
+    }
+
+    public List<String> getPostSqlList() {
+        return options.getList(KEY_POST_SQL, String.class);
+    }
+
+    public Map<String, Object> getLoadProps() {
+        return options.getMap(KEY_LOAD_PROPS);
+    }
+
+    public int getMaxRetries() {
+        return MAX_RETRIES;
+    }
+
+    public int getBatchRows() {
+        Integer rows = options.getInt(KEY_MAX_BATCH_ROWS);
+        return null == rows ? BATCH_ROWS : rows;
+    }
+
+    public long getBatchSize() {
+        Long size = options.getLong(KEY_MAX_BATCH_SIZE);
+        return null == size ? BATCH_BYTES : size;
+    }
+    
+    public int getFlushQueueLength() {
+        Integer len = options.getInt(KEY_FLUSH_QUEUE_LENGTH);
+        return null == len ? 1 : len;
+    }
+
+    public StreamLoadFormat getStreamLoadFormat() {
+        Map<String, Object> loadProps = getLoadProps();
+        if (null == loadProps) {
+            return StreamLoadFormat.CSV;
+        }
+        if (loadProps.containsKey(KEY_LOAD_PROPS_FORMAT) 
+            && StreamLoadFormat.JSON.name().equalsIgnoreCase(String.valueOf(loadProps.get(KEY_LOAD_PROPS_FORMAT)))) {
+            return StreamLoadFormat.JSON;
+        }
+        return StreamLoadFormat.CSV;
+    }
+
+    private void validateStreamLoadUrl() {
+        List<String> urlList = getLoadUrlList();
+        for (String host : urlList) {
+            if (host.split(":").length < 2) {
+                throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+                    "loadUrl的格式不正确，请输入 `fe_ip:fe_http_ip;fe_ip:fe_http_ip`。");
+            }
+        }
+    }
+
+    private void validateRequired() {
+       final String[] requiredOptionKeys = new String[]{
+            KEY_USERNAME,
+            KEY_PASSWORD,
+            KEY_DATABASE,
+            KEY_TABLE,
+            KEY_COLUMN,
+            KEY_LOAD_URL
+        };
+        for (String optionKey : requiredOptionKeys) {
+            options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE);
+        }
+    }
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java
new file mode 100644
index 00000000..cd8c663b
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java
@@ -0,0 +1,20 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
+
+import java.util.List;
+
+public class StarRocksFlushTuple {
+    
+    private String label;
+    private Long bytes;
+    private List<String> rows;
+
+    public StarRocksFlushTuple(String label, Long bytes, List<String> rows) {
+        this.label = label;
+        this.bytes = bytes;
+        this.rows = rows;
+    }
+
+    public String getLabel() { return label; }
+    public Long getBytes() { return bytes; }
+    public List<String> getRows() { return rows; }
+}
\ No newline at end of file
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
new file mode 100644
index 00000000..15e93e87
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -0,0 +1,175 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
+
+import java.io.IOException;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.nio.ByteBuffer;
+import java.nio.charset.StandardCharsets;
+
+import com.alibaba.fastjson.JSON;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksDelimiterParser;
+
+import org.apache.commons.codec.binary.Base64;
+import org.apache.http.HttpEntity;
+import org.apache.http.client.config.RequestConfig;
+import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.methods.HttpPut;
+import org.apache.http.entity.ByteArrayEntity;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.DefaultRedirectStrategy;
+import org.apache.http.impl.client.HttpClientBuilder;
+import org.apache.http.impl.client.HttpClients;
+import org.apache.http.util.EntityUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.List;
+import java.util.Map;
+
+ 
+public class StarRocksStreamLoadVisitor {
+
+    private static final Logger LOG = LoggerFactory.getLogger(StarRocksStreamLoadVisitor.class);
+
+    private final StarRocksWriterOptions writerOptions;
+    private int pos;
+
+    public StarRocksStreamLoadVisitor(StarRocksWriterOptions writerOptions) {
+        this.writerOptions = writerOptions;
+    }
+
+    public void doStreamLoad(StarRocksFlushTuple flushData) throws IOException {
+        String host = getAvailableHost();
+        if (null == host) {
+            throw new IOException("None of the host in `load_url` could be connected.");
+        }
+        String loadUrl = new StringBuilder(host)
+            .append("/api/")
+            .append(writerOptions.getDatabase())
+            .append("/")
+            .append(writerOptions.getTable())
+            .append("/_stream_load")
+            .toString();
+        LOG.debug(String.format("Start to join batch data: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
+        Map<String, Object> loadResult = doHttpPut(loadUrl, flushData.getLabel(), joinRows(flushData.getRows(), flushData.getBytes().intValue()));
+        final String keyStatus = "Status";
+        if (null == loadResult || !loadResult.containsKey(keyStatus)) {
+            throw new IOException("Unable to flush data to StarRocks: unknown result status.");
+        }
+        LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
+        if (loadResult.get(keyStatus).equals("Fail")) {
+            throw new IOException(
+                new StringBuilder("Failed to flush data to StarRocks.\n").append(JSON.toJSONString(loadResult)).toString()
+            );
+        }
+    }
+
+    private String getAvailableHost() {
+        List<String> hostList = writerOptions.getLoadUrlList();
+        if (pos >= hostList.size()) {
+            pos = 0;
+        }
+        for (; pos < hostList.size(); pos++) {
+            String host = new StringBuilder("http://").append(hostList.get(pos)).toString();
+            if (tryHttpConnection(host)) {
+                return host;
+            }
+        }
+        return null;
+    }
+
+    private boolean tryHttpConnection(String host) {
+        try {  
+            URL url = new URL(host);
+            HttpURLConnection co =  (HttpURLConnection) url.openConnection();
+            co.setConnectTimeout(1000);
+            co.connect();
+            co.disconnect();
+            return true;
+        } catch (Exception e1) {
+            LOG.warn("Failed to connect to address:{}", host, e1);
+            return false;
+        }
+    }
+
+    private byte[] joinRows(List<String> rows, int totalBytes) {
+        if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
+            Map<String, Object> props = writerOptions.getLoadProps();
+            byte[] lineDelimiter = (props.containsKey("row_delimiter") ? StarRocksDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n") : "\n").getBytes(StandardCharsets.UTF_8);
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
+            for (String row : rows) {
+                bos.put(row.getBytes(StandardCharsets.UTF_8));
+                bos.put(lineDelimiter);
+            }
+            return bos.array();
+        }
+       
+        if (StarRocksWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + (rows.isEmpty() ? 2 : rows.size() + 1));
+            bos.put("[".getBytes(StandardCharsets.UTF_8));
+            byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8);
+            boolean isFirstElement = true;
+            for (String row : rows) {
+                if (!isFirstElement) {
+                    bos.put(jsonDelimiter);
+                }
+                bos.put(row.getBytes(StandardCharsets.UTF_8));
+                isFirstElement = false;
+            }
+            bos.put("]".getBytes(StandardCharsets.UTF_8));
+            return bos.array();
+        }
+        throw new RuntimeException("Failed to join rows data, unsupported `format` from stream load properties:");
+    }
+
+    @SuppressWarnings("unchecked")
+    private Map<String, Object> doHttpPut(String loadUrl, String label, byte[] data) throws IOException {
+        LOG.info(String.format("Executing stream load to: '%s', size: '%s'", loadUrl, data.length));
+        final HttpClientBuilder httpClientBuilder = HttpClients.custom()
+            .setRedirectStrategy(new DefaultRedirectStrategy() {
+                @Override
+                protected boolean isRedirectable(String method) {
+                    return true;
+                }
+            });
+        try (CloseableHttpClient httpclient = httpClientBuilder.build()) {
+            HttpPut httpPut = new HttpPut(loadUrl);
+            List<String> cols = writerOptions.getColumns();
+            if (null != cols && !cols.isEmpty()) {
+                httpPut.setHeader("columns", String.join(",", cols));
+            }
+            if (null != writerOptions.getLoadProps()) {
+                for (Map.Entry<String, Object> entry : writerOptions.getLoadProps().entrySet()) {
+                    httpPut.setHeader(entry.getKey(), String.valueOf(entry.getValue()));
+                }
+            }
+            httpPut.setHeader("Expect", "100-continue");
+            httpPut.setHeader("label", label);
+            httpPut.setHeader("Content-Type", "application/x-www-form-urlencoded");
+            httpPut.setHeader("Authorization", getBasicAuthHeader(writerOptions.getUsername(), writerOptions.getPassword()));
+            httpPut.setEntity(new ByteArrayEntity(data));
+            httpPut.setConfig(RequestConfig.custom().setRedirectsEnabled(true).build());
+            try (CloseableHttpResponse resp = httpclient.execute(httpPut)) {
+                int code = resp.getStatusLine().getStatusCode();
+                if (200 != code) {
+                    LOG.warn("Request failed with code:{}", code);
+                    return null;
+                }
+                HttpEntity respEntity = resp.getEntity();
+                if (null == respEntity) {
+                    LOG.warn("Request failed with empty response.");
+                    return null;
+                }
+                return (Map<String, Object>)JSON.parse(EntityUtils.toString(respEntity));
+            }
+        }
+    }
+    
+    private String getBasicAuthHeader(String username, String password) {
+        String auth = username + ":" + password;
+        byte[] encodedAuth = Base64.encodeBase64(auth.getBytes());
+        return new StringBuilder("Basic ").append(new String(encodedAuth)).toString();
+    }
+
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
new file mode 100644
index 00000000..e5234425
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -0,0 +1,144 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.LinkedBlockingDeque;
+
+import com.google.common.base.Strings;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
+
+public class StarRocksWriterManager {
+    
+    private static final Logger LOG = LoggerFactory.getLogger(StarRocksWriterManager.class);
+
+    private final StarRocksStreamLoadVisitor starrocksStreamLoadVisitor;
+    private final StarRocksWriterOptions writerOptions;
+
+    private final List<String> buffer = new ArrayList<>();
+    private int batchCount = 0;
+    private long batchSize = 0;
+    private volatile boolean closed = false;
+    private volatile Exception flushException;
+    private final LinkedBlockingDeque<StarRocksFlushTuple> flushQueue;
+
+    public StarRocksWriterManager(StarRocksWriterOptions writerOptions) {
+        this.writerOptions = writerOptions;
+        this.starrocksStreamLoadVisitor = new StarRocksStreamLoadVisitor(writerOptions);
+        flushQueue = new LinkedBlockingDeque<>(writerOptions.getFlushQueueLength()); 
+        this.startAsyncFlushing();
+    }
+
+    public final synchronized void writeRecord(String record) throws IOException {
+        checkFlushException();
+        try {
+            buffer.add(record);
+            batchCount++;
+            batchSize += record.getBytes().length;
+            if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) {
+                String label = createBatchLabel();
+                LOG.debug(String.format("StarRocks buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));
+                flush(label, false);
+            }
+        } catch (Exception e) {
+            throw new IOException("Writing records to StarRocks failed.", e);
+        }
+    }
+
+    public synchronized void flush(String label, boolean waitUtilDone) throws Exception {
+        checkFlushException();
+        if (batchCount == 0) {
+            if (waitUtilDone) {
+                waitAsyncFlushingDone();
+            }
+            return;
+        }
+        flushQueue.put(new StarRocksFlushTuple(label, batchSize,  new ArrayList<>(buffer)));
+        if (waitUtilDone) {
+            // wait the last flush
+            waitAsyncFlushingDone();
+        }
+        buffer.clear();
+        batchCount = 0;
+        batchSize = 0;
+    }
+    
+    public synchronized void close() {
+        if (!closed) {
+            closed = true;            
+            try {
+                String label = createBatchLabel();
+                if (batchCount > 0) LOG.debug(String.format("StarRocks Sink is about to close: label[%s].", label));
+                flush(label, true);
+            } catch (Exception e) {
+                throw new RuntimeException("Writing records to StarRocks failed.", e);
+            }
+        }
+        checkFlushException();
+    }
+
+    public String createBatchLabel() {
+        return UUID.randomUUID().toString();
+    }
+
+    private void startAsyncFlushing() {
+        // start flush thread
+        Thread flushThread = new Thread(new Runnable(){
+            public void run() {
+                while(true) {
+                    try {
+                        asyncFlush();
+                    } catch (Exception e) {
+                        flushException = e;
+                    }
+                }
+            }   
+        });
+        flushThread.setDaemon(true);
+        flushThread.start();
+    }
+
+    private void waitAsyncFlushingDone() throws InterruptedException {
+        // wait previous flushings
+        for (int i = 0; i <= writerOptions.getFlushQueueLength(); i++) {
+            flushQueue.put(new StarRocksFlushTuple("", 0l, null));
+        }
+    }
+
+    private void asyncFlush() throws Exception {
+        StarRocksFlushTuple flushData = flushQueue.take();
+        if (Strings.isNullOrEmpty(flushData.getLabel())) {
+            return;
+        }
+        LOG.debug(String.format("Async stream load: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
+        for (int i = 0; i <= writerOptions.getMaxRetries(); i++) {
+            try {
+                // flush to StarRocks with stream load
+                starrocksStreamLoadVisitor.doStreamLoad(flushData);
+                LOG.info(String.format("Async stream load finished: label[%s].", flushData.getLabel()));
+                break;
+            } catch (Exception e) {
+                LOG.warn("Failed to flush batch data to StarRocks, retry times = {}", i, e);
+                if (i >= writerOptions.getMaxRetries()) {
+                    throw new IOException(e);
+                }
+                try {
+                    Thread.sleep(1000l * (i + 1));
+                } catch (InterruptedException ex) {
+                    Thread.currentThread().interrupt();
+                    throw new IOException("Unable to flush, interrupted while doing another attempt", e);
+                }
+            }
+        }
+    }
+
+    private void checkFlushException() {
+        if (flushException != null) {
+            throw new RuntimeException("Writing records to StarRocks failed.", flushException);
+        }
+    }
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java
new file mode 100644
index 00000000..77d25f12
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java
@@ -0,0 +1,18 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Column.Type;
+
+public class StarRocksBaseSerializer {
+
+    protected String fieldConvertion(Column col) {
+        if (null == col.getRawData()) {
+            return null;
+        }
+        if (Type.BOOL == col.getType()) {
+            return String.valueOf(col.asLong());
+        }
+        return col.asString();
+    }
+
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksCsvSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksCsvSerializer.java
new file mode 100644
index 00000000..1366d570
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksCsvSerializer.java
@@ -0,0 +1,32 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
+
+import java.io.StringWriter;
+
+import com.alibaba.datax.common.element.Record;
+
+import com.google.common.base.Strings;
+
+public class StarRocksCsvSerializer extends StarRocksBaseSerializer implements StarRocksISerializer {
+    
+    private static final long serialVersionUID = 1L;
+
+    private final String columnSeparator;
+
+    public StarRocksCsvSerializer(String sp) {
+        this.columnSeparator = StarRocksDelimiterParser.parse(sp, "\t");
+    }
+
+    @Override
+    public String serialize(Record row) {
+        StringBuilder sb = new StringBuilder();
+        for (int i = 0; i < row.getColumnNumber(); i++) {
+            String value = fieldConvertion(row.getColumn(i));
+            sb.append(null == value ? "\\N" : value);
+            if (i < row.getColumnNumber() - 1) {
+                sb.append(columnSeparator);
+            }
+        }
+        return sb.toString();
+    }
+
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksDelimiterParser.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksDelimiterParser.java
new file mode 100644
index 00000000..04301e0f
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksDelimiterParser.java
@@ -0,0 +1,55 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
+
+import java.io.StringWriter;
+
+import com.google.common.base.Strings;
+
+public class StarRocksDelimiterParser {
+
+    private static final String HEX_STRING = "0123456789ABCDEF";
+
+    public static String parse(String sp, String dSp) throws RuntimeException {
+        if (Strings.isNullOrEmpty(sp)) {
+            return dSp;
+        }
+        if (!sp.toUpperCase().startsWith("\\X")) {
+            return sp;
+        }
+        String hexStr = sp.substring(2);
+        // check hex str
+        if (hexStr.isEmpty()) {
+            throw new RuntimeException("Failed to parse delimiter: `Hex str is empty`");
+        }
+        if (hexStr.length() % 2 != 0) {
+            throw new RuntimeException("Failed to parse delimiter: `Hex str length error`");
+        }
+        for (char hexChar : hexStr.toUpperCase().toCharArray()) {
+            if (HEX_STRING.indexOf(hexChar) == -1) {
+                throw new RuntimeException("Failed to parse delimiter: `Hex str format error`");
+            }
+        }
+        // transform to separator
+        StringWriter writer = new StringWriter();
+        for (byte b : hexStrToBytes(hexStr)) {
+            writer.append((char) b);
+        }
+        return writer.toString();
+    }
+
+    private static byte[] hexStrToBytes(String hexStr) {
+        String upperHexStr = hexStr.toUpperCase();
+        int length = upperHexStr.length() / 2;
+        char[] hexChars = upperHexStr.toCharArray();
+        byte[] bytes = new byte[length];
+        for (int i = 0; i < length; i++) {
+            int pos = i * 2;
+            bytes[i] = (byte) (charToByte(hexChars[pos]) << 4 | charToByte(hexChars[pos + 1]));
+        }
+        return bytes;
+    }
+
+    private static byte charToByte(char c) {
+        return (byte) HEX_STRING.indexOf(c);
+    }
+    
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksISerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksISerializer.java
new file mode 100644
index 00000000..7bcb8973
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksISerializer.java
@@ -0,0 +1,11 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
+
+import java.io.Serializable;
+
+import com.alibaba.datax.common.element.Record;
+
+public interface StarRocksISerializer extends Serializable {
+
+    String serialize(Record row);
+    
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java
new file mode 100644
index 00000000..60faa1be
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java
@@ -0,0 +1,34 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.fastjson.JSON;
+
+public class StarRocksJsonSerializer extends StarRocksBaseSerializer implements StarRocksISerializer {
+
+    private static final long serialVersionUID = 1L;
+    
+    private final List<String> fieldNames;
+
+    public StarRocksJsonSerializer(List<String> fieldNames) {
+        this.fieldNames = fieldNames;
+    }
+
+    @Override
+    public String serialize(Record row) {
+        if (null == fieldNames) {
+            return "";
+        }
+        Map<String, Object> rowMap = new HashMap<>(fieldNames.size());
+        int idx = 0;
+        for (String fieldName : fieldNames) {
+            rowMap.put(fieldName, fieldConvertion(row.getColumn(idx)));
+            idx++;
+        }
+        return JSON.toJSONString(rowMap);
+    }
+    
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksSerializerFactory.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksSerializerFactory.java
new file mode 100644
index 00000000..85f446cd
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksSerializerFactory.java
@@ -0,0 +1,22 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
+
+import java.util.Map;
+
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
+
+public class StarRocksSerializerFactory {
+
+    private StarRocksSerializerFactory() {}
+
+    public static StarRocksISerializer createSerializer(StarRocksWriterOptions writerOptions) {
+        if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
+            Map<String, Object> props = writerOptions.getLoadProps();
+            return new StarRocksCsvSerializer(null == props || !props.containsKey("column_separator") ? null : String.valueOf(props.get("column_separator")));
+        }
+        if (StarRocksWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
+            return new StarRocksJsonSerializer(writerOptions.getColumns());
+        }
+        throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties.");
+    }
+    
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java
new file mode 100755
index 00000000..c3b5d8d1
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java
@@ -0,0 +1,83 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.util;
+
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
+import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.druid.sql.parser.ParserException;
+import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
+import com.google.common.base.Strings;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.Statement;
+import java.util.*;
+
+public final class StarRocksWriterUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(StarRocksWriterUtil.class);
+
+    private StarRocksWriterUtil() {}
+
+    public static List<String> renderPreOrPostSqls(List<String> preOrPostSqls, String tableName) {
+        if (null == preOrPostSqls) {
+            return Collections.emptyList();
+        }
+        List<String> renderedSqls = new ArrayList<>();
+        for (String sql : preOrPostSqls) {
+            if (!Strings.isNullOrEmpty(sql)) {
+                renderedSqls.add(sql.replace(Constant.TABLE_NAME_PLACEHOLDER, tableName));
+            }
+        }
+        return renderedSqls;
+    }
+
+    public static void executeSqls(Connection conn, List<String> sqls) {
+        Statement stmt = null;
+        String currentSql = null;
+        try {
+            stmt = conn.createStatement();
+            for (String sql : sqls) {
+                currentSql = sql;
+                DBUtil.executeSqlWithoutResultSet(stmt, sql);
+            }
+        } catch (Exception e) {
+            throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
+        } finally {
+            DBUtil.closeDBResources(null, stmt, null);
+        }
+    }
+
+    public static void preCheckPrePareSQL(StarRocksWriterOptions options) {
+        String table = options.getTable();
+        List<String> preSqls = options.getPreSqlList();
+        List<String> renderedPreSqls = StarRocksWriterUtil.renderPreOrPostSqls(preSqls, table);
+        if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
+            LOG.info("Begin to preCheck preSqls:[{}].", String.join(";", renderedPreSqls));
+            for (String sql : renderedPreSqls) {
+                try {
+                    DBUtil.sqlValid(sql, DataBaseType.MySql);
+                } catch (ParserException e) {
+                    throw RdbmsException.asPreSQLParserException(DataBaseType.MySql,e,sql);
+                }
+            }
+        }
+    }
+
+    public static void preCheckPostSQL(StarRocksWriterOptions options) {
+        String table = options.getTable();
+        List<String> postSqls = options.getPostSqlList();
+        List<String> renderedPostSqls = StarRocksWriterUtil.renderPreOrPostSqls(postSqls, table);
+        if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
+            LOG.info("Begin to preCheck postSqls:[{}].", String.join(";", renderedPostSqls));
+            for(String sql : renderedPostSqls) {
+                try {
+                    DBUtil.sqlValid(sql, DataBaseType.MySql);
+                } catch (ParserException e){
+                    throw RdbmsException.asPostSQLParserException(DataBaseType.MySql,e,sql);
+                }
+            }
+        }
+    }
+}

From 0582da63a51b63768c67bd75a5096dec53e4f788 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Wed, 1 Sep 2021 17:08:12 +0800
Subject: [PATCH 027/251] remove doriswriter

---
 .../writer/doriswriter/StarRocksWriter.java   | 141 --------------
 .../doriswriter/StarRocksWriterOptions.java   | 146 ---------------
 .../manager/StarRocksFlushTuple.java          |  20 --
 .../manager/StarRocksStreamLoadVisitor.java   | 175 ------------------
 .../manager/StarRocksWriterManager.java       | 144 --------------
 .../row/StarRocksBaseSerializer.java          |  18 --
 .../row/StarRocksCsvSerializer.java           |  32 ----
 .../row/StarRocksDelimiterParser.java         |  55 ------
 .../doriswriter/row/StarRocksISerializer.java |  11 --
 .../row/StarRocksJsonSerializer.java          |  34 ----
 .../row/StarRocksSerializerFactory.java       |  22 ---
 .../doriswriter/util/StarRocksWriterUtil.java |  83 ---------
 12 files changed, 881 deletions(-)
 delete mode 100755 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriter.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriterOptions.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksFlushTuple.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksStreamLoadVisitor.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksWriterManager.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksBaseSerializer.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksCsvSerializer.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksDelimiterParser.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksISerializer.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksJsonSerializer.java
 delete mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksSerializerFactory.java
 delete mode 100755 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/util/StarRocksWriterUtil.java

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriter.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriter.java
deleted file mode 100755
index 666a99d9..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriter.java
+++ /dev/null
@@ -1,141 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter;
-
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.plugin.RecordReceiver;
-import com.alibaba.datax.common.spi.Writer;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.rdbms.util.DBUtil;
-import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
-import com.starrocks.connector.datax.plugin.writer.starrockswriter.manager.StarRocksWriterManager;
-import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksISerializer;
-import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksSerializerFactory;
-import com.starrocks.connector.datax.plugin.writer.starrockswriter.util.StarRocksWriterUtil;
-
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.sql.Connection;
-import java.util.ArrayList;
-import java.util.List;
-
-public class StarRocksWriter extends Writer {
-    
-    public static class Job extends Writer.Job {
-
-        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
-        private Configuration originalConfig = null;
-        private StarRocksWriterOptions options;
-
-        @Override
-        public void init() {
-            this.originalConfig = super.getPluginJobConf();
-            options = new StarRocksWriterOptions(super.getPluginJobConf());
-            options.doPretreatment();
-        }
-
-        @Override
-        public void preCheck(){
-            this.init();
-            StarRocksWriterUtil.preCheckPrePareSQL(options);
-            StarRocksWriterUtil.preCheckPostSQL(options);
-        }
-
-        @Override
-        public void prepare() {
-            String username = options.getUsername();
-            String password = options.getPassword();
-            String jdbcUrl = options.getJdbcUrl();
-            List<String> renderedPreSqls = StarRocksWriterUtil.renderPreOrPostSqls(options.getPreSqlList(), options.getTable());
-            if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
-                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
-                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPreSqls), jdbcUrl);
-                StarRocksWriterUtil.executeSqls(conn, renderedPreSqls);
-                DBUtil.closeDBResources(null, null, conn);
-            }
-        }
-
-        @Override
-        public List<Configuration> split(int mandatoryNumber) {
-            List<Configuration> configurations = new ArrayList<>(mandatoryNumber);
-            for (int i = 0; i < mandatoryNumber; i++) {
-                configurations.add(originalConfig);
-            }
-            return configurations;
-        }
-
-        @Override
-        public void post() {
-            String username = options.getUsername();
-            String password = options.getPassword();
-            String jdbcUrl = options.getJdbcUrl();
-            List<String> renderedPostSqls = StarRocksWriterUtil.renderPreOrPostSqls(options.getPostSqlList(), options.getTable());
-            if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
-                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
-                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPostSqls), jdbcUrl);
-                StarRocksWriterUtil.executeSqls(conn, renderedPostSqls);
-                DBUtil.closeDBResources(null, null, conn);
-            }
-        }
-
-        @Override
-        public void destroy() {
-        }
-
-    }
-
-    public static class Task extends Writer.Task {
-        private StarRocksWriterManager writerManager;
-        private StarRocksWriterOptions options;
-        private StarRocksISerializer rowSerializer;
-
-        @Override
-        public void init() {
-            options = new StarRocksWriterOptions(super.getPluginJobConf());
-            writerManager = new StarRocksWriterManager(options);
-            rowSerializer = StarRocksSerializerFactory.createSerializer(options);
-        }
-
-        @Override
-        public void prepare() {
-        }
-
-        public void startWrite(RecordReceiver recordReceiver) {
-            try {
-                Record record;
-                while ((record = recordReceiver.getFromReader()) != null) {
-                    if (record.getColumnNumber() != options.getColumns().size()) {
-                        throw DataXException
-                                .asDataXException(
-                                        DBUtilErrorCode.CONF_ERROR,
-                                        String.format(
-                                                "列配置信息有错误. 因为您配置的任务中，源头读取字段数:%s 与 目的表要写入的字段数:%s 不相等. 请检查您的配置并作出修改.",
-                                                record.getColumnNumber(),
-                                                options.getColumns().size()));
-                    }
-                    writerManager.writeRecord(rowSerializer.serialize(record));
-                }
-            } catch (Exception e) {
-                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
-            }
-        }
-
-        @Override
-        public void post() {
-            try {
-                writerManager.close();
-            } catch (Exception e) {
-                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
-            }
-        }
-
-        @Override
-        public void destroy() {}
-
-        @Override
-        public boolean supportFailOver(){
-            return false;
-        }
-    }
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriterOptions.java
deleted file mode 100644
index 5180512f..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/StarRocksWriterOptions.java
+++ /dev/null
@@ -1,146 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter;
-
-import java.io.Serializable;
-
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
-
-import java.util.List;
-import java.util.Map;
-import java.util.stream.Collectors;
-
-public class StarRocksWriterOptions implements Serializable {
-
-    private static final long serialVersionUID = 1l;
-    private static final long KILO_BYTES_SCALE = 1024l;
-    private static final long MEGA_BYTES_SCALE = KILO_BYTES_SCALE * KILO_BYTES_SCALE;
-    private static final int MAX_RETRIES = 1;
-    private static final int BATCH_ROWS = 500000;
-    private static final long BATCH_BYTES = 90 * MEGA_BYTES_SCALE;
-
-    private static final String KEY_LOAD_PROPS_FORMAT = "format";
-    public enum StreamLoadFormat {
-        CSV, JSON;
-    }
-
-    private static final String KEY_USERNAME = "username";
-    private static final String KEY_PASSWORD = "password";
-    private static final String KEY_DATABASE = "database";
-    private static final String KEY_TABLE = "table";
-    private static final String KEY_COLUMN = "column";
-    private static final String KEY_PRE_SQL = "preSql";
-    private static final String KEY_POST_SQL = "postSql";
-    private static final String KEY_JDBC_URL = "jdbcUrl";
-    private static final String KEY_MAX_BATCH_ROWS = "maxBatchRows";
-    private static final String KEY_MAX_BATCH_SIZE = "maxBatchSize";
-    private static final String KEY_LOAD_URL = "loadUrl";
-    private static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength";
-    private static final String KEY_LOAD_PROPS = "loadProps";
-
-    private final Configuration options;
-
-    public StarRocksWriterOptions(Configuration options) {
-        this.options = options;
-    }
-
-    public void doPretreatment() {
-        validateRequired();
-        validateStreamLoadUrl();
-    }
-    
-    public String getJdbcUrl() {
-        return options.getString(KEY_JDBC_URL);
-    }
-
-    public String getDatabase() {
-        return options.getString(KEY_DATABASE);
-    }
-
-    public String getTable() {
-        return options.getString(KEY_TABLE);
-    }
-
-    public String getUsername() {
-        return options.getString(KEY_USERNAME);
-    }
-
-    public String getPassword() {
-        return options.getString(KEY_PASSWORD);
-    }
-
-    public List<String> getLoadUrlList() {
-        return options.getList(KEY_LOAD_URL, String.class);
-    }
-
-    public List<String> getColumns() {
-        return options.getList(KEY_COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
-    }
-
-    public List<String> getPreSqlList() {
-        return options.getList(KEY_PRE_SQL, String.class);
-    }
-
-    public List<String> getPostSqlList() {
-        return options.getList(KEY_POST_SQL, String.class);
-    }
-
-    public Map<String, Object> getLoadProps() {
-        return options.getMap(KEY_LOAD_PROPS);
-    }
-
-    public int getMaxRetries() {
-        return MAX_RETRIES;
-    }
-
-    public int getBatchRows() {
-        Integer rows = options.getInt(KEY_MAX_BATCH_ROWS);
-        return null == rows ? BATCH_ROWS : rows;
-    }
-
-    public long getBatchSize() {
-        Long size = options.getLong(KEY_MAX_BATCH_SIZE);
-        return null == size ? BATCH_BYTES : size;
-    }
-    
-    public int getFlushQueueLength() {
-        Integer len = options.getInt(KEY_FLUSH_QUEUE_LENGTH);
-        return null == len ? 1 : len;
-    }
-
-    public StreamLoadFormat getStreamLoadFormat() {
-        Map<String, Object> loadProps = getLoadProps();
-        if (null == loadProps) {
-            return StreamLoadFormat.CSV;
-        }
-        if (loadProps.containsKey(KEY_LOAD_PROPS_FORMAT) 
-            && StreamLoadFormat.JSON.name().equalsIgnoreCase(String.valueOf(loadProps.get(KEY_LOAD_PROPS_FORMAT)))) {
-            return StreamLoadFormat.JSON;
-        }
-        return StreamLoadFormat.CSV;
-    }
-
-    private void validateStreamLoadUrl() {
-        List<String> urlList = getLoadUrlList();
-        for (String host : urlList) {
-            if (host.split(":").length < 2) {
-                throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
-                    "loadUrl的格式不正确，请输入 `fe_ip:fe_http_ip;fe_ip:fe_http_ip`。");
-            }
-        }
-    }
-
-    private void validateRequired() {
-       final String[] requiredOptionKeys = new String[]{
-            KEY_USERNAME,
-            KEY_PASSWORD,
-            KEY_DATABASE,
-            KEY_TABLE,
-            KEY_COLUMN,
-            KEY_LOAD_URL
-        };
-        for (String optionKey : requiredOptionKeys) {
-            options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE);
-        }
-    }
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksFlushTuple.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksFlushTuple.java
deleted file mode 100644
index cd8c663b..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksFlushTuple.java
+++ /dev/null
@@ -1,20 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
-
-import java.util.List;
-
-public class StarRocksFlushTuple {
-    
-    private String label;
-    private Long bytes;
-    private List<String> rows;
-
-    public StarRocksFlushTuple(String label, Long bytes, List<String> rows) {
-        this.label = label;
-        this.bytes = bytes;
-        this.rows = rows;
-    }
-
-    public String getLabel() { return label; }
-    public Long getBytes() { return bytes; }
-    public List<String> getRows() { return rows; }
-}
\ No newline at end of file
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksStreamLoadVisitor.java
deleted file mode 100644
index 84fc5200..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksStreamLoadVisitor.java
+++ /dev/null
@@ -1,175 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
-
-import java.io.IOException;
-import java.net.HttpURLConnection;
-import java.net.URL;
-import java.nio.ByteBuffer;
-import java.nio.charset.StandardCharsets;
-
-import com.alibaba.fastjson.JSON;
-import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
-import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksDelimiterParser;
-
-import org.apache.commons.codec.binary.Base64;
-import org.apache.http.HttpEntity;
-import org.apache.http.client.config.RequestConfig;
-import org.apache.http.client.methods.CloseableHttpResponse;
-import org.apache.http.client.methods.HttpPut;
-import org.apache.http.entity.ByteArrayEntity;
-import org.apache.http.impl.client.CloseableHttpClient;
-import org.apache.http.impl.client.DefaultRedirectStrategy;
-import org.apache.http.impl.client.HttpClientBuilder;
-import org.apache.http.impl.client.HttpClients;
-import org.apache.http.util.EntityUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.util.List;
-import java.util.Map;
-
- 
-public class StarRocksStreamLoadVisitor {
-
-    private static final Logger LOG = LoggerFactory.getLogger(StarRocksStreamLoadVisitor.class);
-
-    private final StarRocksWriterOptions writerOptions;
-    private int pos;
-
-    public StarRocksStreamLoadVisitor(StarRocksWriterOptions writerOptions) {
-        this.writerOptions = writerOptions;
-    }
-
-    public void doStreamLoad(StarRocksFlushTuple flushData) throws IOException {
-        String host = getAvailableHost();
-        if (null == host) {
-            throw new IOException("None of the host in `load_url` could be connected.");
-        }
-        String loadUrl = new StringBuilder(host)
-            .append("/api/")
-            .append(writerOptions.getDatabase())
-            .append("/")
-            .append(writerOptions.getTable())
-            .append("/_stream_load")
-            .toString();
-        LOG.debug(String.format("Start to join batch data: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
-        Map<String, Object> loadResult = doHttpPut(loadUrl, flushData.getLabel(), joinRows(flushData.getRows(), flushData.getBytes().intValue()));
-        final String keyStatus = "Status";
-        if (null == loadResult || !loadResult.containsKey(keyStatus)) {
-            throw new IOException("Unable to flush data to StarRocks: unknown result status.");
-        }
-        LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
-        if (loadResult.get(keyStatus).equals("Fail")) {
-            throw new IOException(
-                new StringBuilder("Failed to flush data to StarRocks.\n").append(JSON.toJSONString(loadResult)).toString()
-            );
-        }
-    }
-
-    private String getAvailableHost() {
-        List<String> hostList = writerOptions.getLoadUrlList();
-        if (pos >= hostList.size()) {
-            pos = 0;
-        }
-        for (; pos < hostList.size(); pos++) {
-            String host = new StringBuilder("http://").append(hostList.get(pos)).toString();
-            if (tryHttpConnection(host)) {
-                return host;
-            }
-        }
-        return null;
-    }
-
-    private boolean tryHttpConnection(String host) {
-        try {  
-            URL url = new URL(host);
-            HttpURLConnection co =  (HttpURLConnection) url.openConnection();
-            co.setConnectTimeout(1000);
-            co.connect();
-            co.disconnect();
-            return true;
-        } catch (Exception e1) {
-            LOG.warn("Failed to connect to address:{}", host, e1);
-            return false;
-        }
-    }
-
-    private byte[] joinRows(List<String> rows, int totalBytes) {
-        if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
-            Map<String, Object> props = writerOptions.getLoadProps();
-            byte[] lineDelimiter = StarRocksDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n").getBytes(StandardCharsets.UTF_8);
-            ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
-            for (String row : rows) {
-                bos.put(row.getBytes(StandardCharsets.UTF_8));
-                bos.put(lineDelimiter);
-            }
-            return bos.array();
-        }
-       
-        if (StarRocksWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
-            ByteBuffer bos = ByteBuffer.allocate(totalBytes + (rows.isEmpty() ? 2 : rows.size() + 1));
-            bos.put("[".getBytes(StandardCharsets.UTF_8));
-            byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8);
-            boolean isFirstElement = true;
-            for (String row : rows) {
-                if (!isFirstElement) {
-                    bos.put(jsonDelimiter);
-                }
-                bos.put(row.getBytes(StandardCharsets.UTF_8));
-                isFirstElement = false;
-            }
-            bos.put("]".getBytes(StandardCharsets.UTF_8));
-            return bos.array();
-        }
-        throw new RuntimeException("Failed to join rows data, unsupported `format` from stream load properties:");
-    }
-
-    @SuppressWarnings("unchecked")
-    private Map<String, Object> doHttpPut(String loadUrl, String label, byte[] data) throws IOException {
-        LOG.info(String.format("Executing stream load to: '%s', size: '%s'", loadUrl, data.length));
-        final HttpClientBuilder httpClientBuilder = HttpClients.custom()
-            .setRedirectStrategy(new DefaultRedirectStrategy() {
-                @Override
-                protected boolean isRedirectable(String method) {
-                    return true;
-                }
-            });
-        try (CloseableHttpClient httpclient = httpClientBuilder.build()) {
-            HttpPut httpPut = new HttpPut(loadUrl);
-            List<String> cols = writerOptions.getColumns();
-            if (null != cols && !cols.isEmpty()) {
-                httpPut.setHeader("columns", String.join(",", cols));
-            }
-            if (null != writerOptions.getLoadProps()) {
-                for (Map.Entry<String, Object> entry : writerOptions.getLoadProps().entrySet()) {
-                    httpPut.setHeader(entry.getKey(), String.valueOf(entry.getValue()));
-                }
-            }
-            httpPut.setHeader("Expect", "100-continue");
-            httpPut.setHeader("label", label);
-            httpPut.setHeader("Content-Type", "application/x-www-form-urlencoded");
-            httpPut.setHeader("Authorization", getBasicAuthHeader(writerOptions.getUsername(), writerOptions.getPassword()));
-            httpPut.setEntity(new ByteArrayEntity(data));
-            httpPut.setConfig(RequestConfig.custom().setRedirectsEnabled(true).build());
-            try (CloseableHttpResponse resp = httpclient.execute(httpPut)) {
-                int code = resp.getStatusLine().getStatusCode();
-                if (200 != code) {
-                    LOG.warn("Request failed with code:{}", code);
-                    return null;
-                }
-                HttpEntity respEntity = resp.getEntity();
-                if (null == respEntity) {
-                    LOG.warn("Request failed with empty response.");
-                    return null;
-                }
-                return (Map<String, Object>)JSON.parse(EntityUtils.toString(respEntity));
-            }
-        }
-    }
-    
-    private String getBasicAuthHeader(String username, String password) {
-        String auth = username + ":" + password;
-        byte[] encodedAuth = Base64.encodeBase64(auth.getBytes());
-        return new StringBuilder("Basic ").append(new String(encodedAuth)).toString();
-    }
-
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksWriterManager.java
deleted file mode 100644
index 4e53adeb..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/manager/StarRocksWriterManager.java
+++ /dev/null
@@ -1,144 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
-
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.UUID;
-import java.util.concurrent.LinkedBlockingDeque;
-
-import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
-import com.google.common.base.Strings;
-
-public class StarRocksWriterManager {
-    
-    private static final Logger LOG = LoggerFactory.getLogger(StarRocksWriterManager.class);
-
-    private final StarRocksStreamLoadVisitor starrocksStreamLoadVisitor;
-    private final StarRocksWriterOptions writerOptions;
-
-    private final List<String> buffer = new ArrayList<>();
-    private int batchCount = 0;
-    private long batchSize = 0;
-    private volatile boolean closed = false;
-    private volatile Exception flushException;
-    private final LinkedBlockingDeque<StarRocksFlushTuple> flushQueue;
-
-    public StarRocksWriterManager(StarRocksWriterOptions writerOptions) {
-        this.writerOptions = writerOptions;
-        this.starrocksStreamLoadVisitor = new StarRocksStreamLoadVisitor(writerOptions);
-        flushQueue = new LinkedBlockingDeque<>(writerOptions.getFlushQueueLength()); 
-        this.startAsyncFlushing();
-    }
-
-    public final synchronized void writeRecord(String record) throws IOException {
-        checkFlushException();
-        try {
-            buffer.add(record);
-            batchCount++;
-            batchSize += record.getBytes().length;
-            if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) {
-                String label = createBatchLabel();
-                LOG.debug(String.format("StarRocks buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));
-                flush(label, false);
-            }
-        } catch (Exception e) {
-            throw new IOException("Writing records to StarRocks failed.", e);
-        }
-    }
-
-    public synchronized void flush(String label, boolean waitUtilDone) throws Exception {
-        checkFlushException();
-        if (batchCount == 0) {
-            if (waitUtilDone) {
-                waitAsyncFlushingDone();
-            }
-            return;
-        }
-        flushQueue.put(new StarRocksFlushTuple(label, batchSize,  new ArrayList<>(buffer)));
-        if (waitUtilDone) {
-            // wait the last flush
-            waitAsyncFlushingDone();
-        }
-        buffer.clear();
-        batchCount = 0;
-        batchSize = 0;
-    }
-    
-    public synchronized void close() {
-        if (!closed) {
-            closed = true;            
-            try {
-                String label = createBatchLabel();
-                if (batchCount > 0) LOG.debug(String.format("StarRocks Sink is about to close: label[%s].", label));
-                flush(label, true);
-            } catch (Exception e) {
-                throw new RuntimeException("Writing records to StarRocks failed.", e);
-            }
-        }
-        checkFlushException();
-    }
-
-    public String createBatchLabel() {
-        return UUID.randomUUID().toString();
-    }
-
-    private void startAsyncFlushing() {
-        // start flush thread
-        Thread flushThread = new Thread(new Runnable(){
-            public void run() {
-                while(true) {
-                    try {
-                        asyncFlush();
-                    } catch (Exception e) {
-                        flushException = e;
-                    }
-                }
-            }   
-        });
-        flushThread.setDaemon(true);
-        flushThread.start();
-    }
-
-    private void waitAsyncFlushingDone() throws InterruptedException {
-        // wait previous flushings
-        for (int i = 0; i <= writerOptions.getFlushQueueLength(); i++) {
-            flushQueue.put(new StarRocksFlushTuple("", 0l, null));
-        }
-    }
-
-    private void asyncFlush() throws Exception {
-        StarRocksFlushTuple flushData = flushQueue.take();
-        if (Strings.isNullOrEmpty(flushData.getLabel())) {
-            return;
-        }
-        LOG.debug(String.format("Async stream load: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
-        for (int i = 0; i <= writerOptions.getMaxRetries(); i++) {
-            try {
-                // flush to StarRocks with stream load
-                starrocksStreamLoadVisitor.doStreamLoad(flushData);
-                LOG.info(String.format("Async stream load finished: label[%s].", flushData.getLabel()));
-                break;
-            } catch (Exception e) {
-                LOG.warn("Failed to flush batch data to StarRocks, retry times = {}", i, e);
-                if (i >= writerOptions.getMaxRetries()) {
-                    throw new IOException(e);
-                }
-                try {
-                    Thread.sleep(1000l * (i + 1));
-                } catch (InterruptedException ex) {
-                    Thread.currentThread().interrupt();
-                    throw new IOException("Unable to flush, interrupted while doing another attempt", e);
-                }
-            }
-        }
-    }
-
-    private void checkFlushException() {
-        if (flushException != null) {
-            throw new RuntimeException("Writing records to StarRocks failed.", flushException);
-        }
-    }
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksBaseSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksBaseSerializer.java
deleted file mode 100644
index 77d25f12..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksBaseSerializer.java
+++ /dev/null
@@ -1,18 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
-
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.Column.Type;
-
-public class StarRocksBaseSerializer {
-
-    protected String fieldConvertion(Column col) {
-        if (null == col.getRawData()) {
-            return null;
-        }
-        if (Type.BOOL == col.getType()) {
-            return String.valueOf(col.asLong());
-        }
-        return col.asString();
-    }
-
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksCsvSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksCsvSerializer.java
deleted file mode 100644
index 1366d570..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksCsvSerializer.java
+++ /dev/null
@@ -1,32 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
-
-import java.io.StringWriter;
-
-import com.alibaba.datax.common.element.Record;
-
-import com.google.common.base.Strings;
-
-public class StarRocksCsvSerializer extends StarRocksBaseSerializer implements StarRocksISerializer {
-    
-    private static final long serialVersionUID = 1L;
-
-    private final String columnSeparator;
-
-    public StarRocksCsvSerializer(String sp) {
-        this.columnSeparator = StarRocksDelimiterParser.parse(sp, "\t");
-    }
-
-    @Override
-    public String serialize(Record row) {
-        StringBuilder sb = new StringBuilder();
-        for (int i = 0; i < row.getColumnNumber(); i++) {
-            String value = fieldConvertion(row.getColumn(i));
-            sb.append(null == value ? "\\N" : value);
-            if (i < row.getColumnNumber() - 1) {
-                sb.append(columnSeparator);
-            }
-        }
-        return sb.toString();
-    }
-
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksDelimiterParser.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksDelimiterParser.java
deleted file mode 100644
index 04301e0f..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksDelimiterParser.java
+++ /dev/null
@@ -1,55 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
-
-import java.io.StringWriter;
-
-import com.google.common.base.Strings;
-
-public class StarRocksDelimiterParser {
-
-    private static final String HEX_STRING = "0123456789ABCDEF";
-
-    public static String parse(String sp, String dSp) throws RuntimeException {
-        if (Strings.isNullOrEmpty(sp)) {
-            return dSp;
-        }
-        if (!sp.toUpperCase().startsWith("\\X")) {
-            return sp;
-        }
-        String hexStr = sp.substring(2);
-        // check hex str
-        if (hexStr.isEmpty()) {
-            throw new RuntimeException("Failed to parse delimiter: `Hex str is empty`");
-        }
-        if (hexStr.length() % 2 != 0) {
-            throw new RuntimeException("Failed to parse delimiter: `Hex str length error`");
-        }
-        for (char hexChar : hexStr.toUpperCase().toCharArray()) {
-            if (HEX_STRING.indexOf(hexChar) == -1) {
-                throw new RuntimeException("Failed to parse delimiter: `Hex str format error`");
-            }
-        }
-        // transform to separator
-        StringWriter writer = new StringWriter();
-        for (byte b : hexStrToBytes(hexStr)) {
-            writer.append((char) b);
-        }
-        return writer.toString();
-    }
-
-    private static byte[] hexStrToBytes(String hexStr) {
-        String upperHexStr = hexStr.toUpperCase();
-        int length = upperHexStr.length() / 2;
-        char[] hexChars = upperHexStr.toCharArray();
-        byte[] bytes = new byte[length];
-        for (int i = 0; i < length; i++) {
-            int pos = i * 2;
-            bytes[i] = (byte) (charToByte(hexChars[pos]) << 4 | charToByte(hexChars[pos + 1]));
-        }
-        return bytes;
-    }
-
-    private static byte charToByte(char c) {
-        return (byte) HEX_STRING.indexOf(c);
-    }
-    
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksISerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksISerializer.java
deleted file mode 100644
index 7bcb8973..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksISerializer.java
+++ /dev/null
@@ -1,11 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
-
-import java.io.Serializable;
-
-import com.alibaba.datax.common.element.Record;
-
-public interface StarRocksISerializer extends Serializable {
-
-    String serialize(Record row);
-    
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksJsonSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksJsonSerializer.java
deleted file mode 100644
index 60faa1be..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksJsonSerializer.java
+++ /dev/null
@@ -1,34 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
-
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.fastjson.JSON;
-
-public class StarRocksJsonSerializer extends StarRocksBaseSerializer implements StarRocksISerializer {
-
-    private static final long serialVersionUID = 1L;
-    
-    private final List<String> fieldNames;
-
-    public StarRocksJsonSerializer(List<String> fieldNames) {
-        this.fieldNames = fieldNames;
-    }
-
-    @Override
-    public String serialize(Record row) {
-        if (null == fieldNames) {
-            return "";
-        }
-        Map<String, Object> rowMap = new HashMap<>(fieldNames.size());
-        int idx = 0;
-        for (String fieldName : fieldNames) {
-            rowMap.put(fieldName, fieldConvertion(row.getColumn(idx)));
-            idx++;
-        }
-        return JSON.toJSONString(rowMap);
-    }
-    
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksSerializerFactory.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksSerializerFactory.java
deleted file mode 100644
index 85f446cd..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/row/StarRocksSerializerFactory.java
+++ /dev/null
@@ -1,22 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.row;
-
-import java.util.Map;
-
-import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
-
-public class StarRocksSerializerFactory {
-
-    private StarRocksSerializerFactory() {}
-
-    public static StarRocksISerializer createSerializer(StarRocksWriterOptions writerOptions) {
-        if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
-            Map<String, Object> props = writerOptions.getLoadProps();
-            return new StarRocksCsvSerializer(null == props || !props.containsKey("column_separator") ? null : String.valueOf(props.get("column_separator")));
-        }
-        if (StarRocksWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
-            return new StarRocksJsonSerializer(writerOptions.getColumns());
-        }
-        throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties.");
-    }
-    
-}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/util/StarRocksWriterUtil.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/util/StarRocksWriterUtil.java
deleted file mode 100755
index c3b5d8d1..00000000
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/doriswriter/util/StarRocksWriterUtil.java
+++ /dev/null
@@ -1,83 +0,0 @@
-package com.starrocks.connector.datax.plugin.writer.starrockswriter.util;
-
-import com.alibaba.datax.plugin.rdbms.util.DBUtil;
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
-import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
-import com.alibaba.datax.plugin.rdbms.writer.Constant;
-import com.alibaba.druid.sql.parser.ParserException;
-import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
-import com.google.common.base.Strings;
-
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.sql.Connection;
-import java.sql.Statement;
-import java.util.*;
-
-public final class StarRocksWriterUtil {
-    private static final Logger LOG = LoggerFactory.getLogger(StarRocksWriterUtil.class);
-
-    private StarRocksWriterUtil() {}
-
-    public static List<String> renderPreOrPostSqls(List<String> preOrPostSqls, String tableName) {
-        if (null == preOrPostSqls) {
-            return Collections.emptyList();
-        }
-        List<String> renderedSqls = new ArrayList<>();
-        for (String sql : preOrPostSqls) {
-            if (!Strings.isNullOrEmpty(sql)) {
-                renderedSqls.add(sql.replace(Constant.TABLE_NAME_PLACEHOLDER, tableName));
-            }
-        }
-        return renderedSqls;
-    }
-
-    public static void executeSqls(Connection conn, List<String> sqls) {
-        Statement stmt = null;
-        String currentSql = null;
-        try {
-            stmt = conn.createStatement();
-            for (String sql : sqls) {
-                currentSql = sql;
-                DBUtil.executeSqlWithoutResultSet(stmt, sql);
-            }
-        } catch (Exception e) {
-            throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
-        } finally {
-            DBUtil.closeDBResources(null, stmt, null);
-        }
-    }
-
-    public static void preCheckPrePareSQL(StarRocksWriterOptions options) {
-        String table = options.getTable();
-        List<String> preSqls = options.getPreSqlList();
-        List<String> renderedPreSqls = StarRocksWriterUtil.renderPreOrPostSqls(preSqls, table);
-        if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
-            LOG.info("Begin to preCheck preSqls:[{}].", String.join(";", renderedPreSqls));
-            for (String sql : renderedPreSqls) {
-                try {
-                    DBUtil.sqlValid(sql, DataBaseType.MySql);
-                } catch (ParserException e) {
-                    throw RdbmsException.asPreSQLParserException(DataBaseType.MySql,e,sql);
-                }
-            }
-        }
-    }
-
-    public static void preCheckPostSQL(StarRocksWriterOptions options) {
-        String table = options.getTable();
-        List<String> postSqls = options.getPostSqlList();
-        List<String> renderedPostSqls = StarRocksWriterUtil.renderPreOrPostSqls(postSqls, table);
-        if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
-            LOG.info("Begin to preCheck postSqls:[{}].", String.join(";", renderedPostSqls));
-            for(String sql : renderedPostSqls) {
-                try {
-                    DBUtil.sqlValid(sql, DataBaseType.MySql);
-                } catch (ParserException e){
-                    throw RdbmsException.asPostSQLParserException(DataBaseType.MySql,e,sql);
-                }
-            }
-        }
-    }
-}

From 1e03c200f71ea3f042d9b69f1cb1fa511fe6062d Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Wed, 1 Sep 2021 20:37:00 +0800
Subject: [PATCH 028/251] support wildcard column

---
 build.sh                                      |  1 +
 .../starrockswriter/StarRocksWriter.java      |  5 +++++
 .../StarRocksWriterOptions.java               | 20 ++++++++++++++++++-
 .../util/StarRocksWriterUtil.java             | 19 ++++++++++++++++++
 4 files changed, 44 insertions(+), 1 deletion(-)
 create mode 100755 build.sh

diff --git a/build.sh b/build.sh
new file mode 100755
index 00000000..e3992acb
--- /dev/null
+++ b/build.sh
@@ -0,0 +1 @@
+mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip=true
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java
index 666a99d9..9d8fdf15 100755
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java
@@ -93,6 +93,11 @@ public class StarRocksWriter extends Writer {
         @Override
         public void init() {
             options = new StarRocksWriterOptions(super.getPluginJobConf());
+            if (options.isWildcardColumn()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, options.getJdbcUrl(), options.getUsername(), options.getPassword());
+                List<String> columns = StarRocksWriterUtil.getStarRocksColumns(conn, options.getDatabase(), options.getTable());
+                options.setInfoCchemaColumns(columns);
+            }
             writerManager = new StarRocksWriterManager(options);
             rowSerializer = StarRocksSerializerFactory.createSerializer(options);
         }
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
index 5180512f..9e4abd12 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
@@ -39,9 +39,16 @@ public class StarRocksWriterOptions implements Serializable {
     private static final String KEY_LOAD_PROPS = "loadProps";
 
     private final Configuration options;
+    private List<String> infoCchemaColumns;
+    private List<String> userSetColumns;
+    private boolean isWildcardColumn;
 
     public StarRocksWriterOptions(Configuration options) {
         this.options = options;
+        this.userSetColumns = options.getList(KEY_COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
+        if (1 == options.getList(KEY_COLUMN, String.class).size() && "*".trim().equals(options.getList(KEY_COLUMN, String.class).get(0))) {
+            this.isWildcardColumn = true;
+        }
     }
 
     public void doPretreatment() {
@@ -74,7 +81,18 @@ public class StarRocksWriterOptions implements Serializable {
     }
 
     public List<String> getColumns() {
-        return options.getList(KEY_COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
+        if (isWildcardColumn) {
+            return this.infoCchemaColumns;
+        }
+        return this.userSetColumns;
+    }
+
+    public boolean isWildcardColumn() {
+        return this.isWildcardColumn;
+    }
+
+    public void setInfoCchemaColumns(List<String> cols) {
+        this.infoCchemaColumns = cols;
     }
 
     public List<String> getPreSqlList() {
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java
index c3b5d8d1..8de4ad60 100755
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/util/StarRocksWriterUtil.java
@@ -12,6 +12,7 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.sql.Connection;
+import java.sql.ResultSet;
 import java.sql.Statement;
 import java.util.*;
 
@@ -20,6 +21,24 @@ public final class StarRocksWriterUtil {
 
     private StarRocksWriterUtil() {}
 
+    public static List<String> getStarRocksColumns(Connection conn, String databaseName, String tableName) {
+        String currentSql = String.format("SELECT COLUMN_NAME FROM `information_schema`.`COLUMNS` WHERE `TABLE_SCHEMA` = '%s' AND `TABLE_NAME` = '%s' ORDER BY `ORDINAL_POSITION` ASC;", databaseName, tableName);
+        List<String> columns = new ArrayList<>();
+        ResultSet rs = null;
+        try {
+            rs = DBUtil.query(conn, currentSql);
+            while (DBUtil.asyncResultSetNext(rs)) {
+                String colName = rs.getString("COLUMN_NAME");
+                columns.add(colName);
+            }
+            return columns;
+        } catch (Exception e) {
+            throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
+        } finally {
+            DBUtil.closeDBResources(rs, null, null);
+        }
+    }
+
     public static List<String> renderPreOrPostSqls(List<String> preOrPostSqls, String tableName) {
         if (null == preOrPostSqls) {
             return Collections.emptyList();

From 16a61519191bf73ea82552d0ceb4658138ac9143 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Thu, 9 Sep 2021 15:30:01 +0800
Subject: [PATCH 029/251] fix npe

---
 .../starrockswriter/manager/StarRocksStreamLoadVisitor.java     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index 15e93e87..a9d10621 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -96,7 +96,7 @@ public class StarRocksStreamLoadVisitor {
     private byte[] joinRows(List<String> rows, int totalBytes) {
         if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
             Map<String, Object> props = writerOptions.getLoadProps();
-            byte[] lineDelimiter = (props.containsKey("row_delimiter") ? StarRocksDelimiterParser.parse(String.valueOf(props.get("row_delimiter")), "\n") : "\n").getBytes(StandardCharsets.UTF_8);
+            byte[] lineDelimiter = StarRocksDelimiterParser.parse((String)props.get("row_delimiter"), "\n").getBytes(StandardCharsets.UTF_8);
             ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
             for (String row : rows) {
                 bos.put(row.getBytes(StandardCharsets.UTF_8));

From 38b4dc8946178eb013f002f93de99a748950cd9f Mon Sep 17 00:00:00 2001
From: wang <wangjinpu.wjp@alibaba-inc.com>
Date: Thu, 9 Sep 2021 16:31:47 +0800
Subject: [PATCH 030/251] =?UTF-8?q?fix=20bug:=20=E8=A7=A3=E5=86=B3ob=20wri?=
 =?UTF-8?q?ter=E8=BF=9E=E6=8E=A5=E6=95=B0=E9=9A=8F=E7=9D=80=E5=86=99?=
 =?UTF-8?q?=E5=85=A5=E4=B8=8D=E6=96=AD=E4=B8=8A=E6=B6=A8=E7=9A=84=E9=97=AE?=
 =?UTF-8?q?=E9=A2=98?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../datax/plugin/writer/oceanbasev10writer/task/InsertTask.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java
index 522d91a5..36fc726b 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java
@@ -65,6 +65,7 @@ public class InsertTask implements Runnable {
 		this.writeRecordSql = writeRecordSql;
 		this.isStop = false;
 		this.deleteMeta = deleteMeta;
+		connHolder.initConnection();
 	}
 	
 	void setWriterTask(ConcurrentTableWriterTask writerTask) {
@@ -151,7 +152,6 @@ public class InsertTask implements Runnable {
 
 	public void doMultiInsert(final List<Record> buffer, final boolean printCost, final long restrict) {
 		checkMemstore();
-		connHolder.initConnection();
 		Connection conn = connHolder.getConn();
 		boolean success = false;
 		long cost = 0;

From b725a83ac13c17e082726267b0cc068761cd55da Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 10 Sep 2021 15:10:13 +0800
Subject: [PATCH 031/251] bumping version to 1.1.0

---
 README.md               | 157 ++--------------------------------------
 build.sh                |   4 +
 starrockswriter/pom.xml |   1 +
 3 files changed, 11 insertions(+), 151 deletions(-)

diff --git a/README.md b/README.md
index 7fb4c5eb..9b271464 100644
--- a/README.md
+++ b/README.md
@@ -1,154 +1,9 @@
-![Datax-logo](https://github.com/alibaba/DataX/blob/master/images/DataX-logo.jpg)
+# StarRocks writer for DataX
 
+This is a repo forked from [DataX](`https://github.com/alibaba/DataX`), and maintained by [StarRocks](https://www.dorisdb.com) (starrockswriter).
 
-# DataX
-
-DataX 是阿里巴巴集团内被广泛使用的离线数据同步工具/平台，实现包括 MySQL、Oracle、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、DRDS 等各种异构数据源之间高效的数据同步功能。
-
-# DataX 商业版本
-阿里云DataWorks数据集成是DataX团队在阿里云上的商业化产品，致力于提供复杂网络环境下、丰富的异构数据源之间高速稳定的数据移动能力，以及繁杂业务背景下的数据同步解决方案。目前已经支持云上近3000家客户，单日同步数据超过3万亿条。DataWorks数据集成目前支持离线50+种数据源，可以进行整库迁移、批量上云、增量同步、分库分表等各类同步解决方案。2020年更新实时同步能力，2020年更新实时同步能力，支持10+种数据源的读写任意组合。提供MySQL，Oracle等多种数据源到阿里云MaxCompute，Hologres等大数据引擎的一键全增量同步解决方案。
-
-https://www.aliyun.com/product/bigdata/ide
-
-
-# Features
-
-DataX本身作为数据同步框架，将不同数据源的同步抽象为从源头数据源读取数据的Reader插件，以及向目标端写入数据的Writer插件，理论上DataX框架可以支持任意数据源类型的数据同步工作。同时DataX插件体系作为一套生态系统, 每接入一套新数据源该新加入的数据源即可实现和现有的数据源互通。
-
-
-
-# DataX详细介绍
-
-##### 请参考：[DataX-Introduction](https://github.com/alibaba/DataX/blob/master/introduction.md)
-
-
-
-# Quick Start
-
-##### Download [DataX下载地址](http://datax-opensource.oss-cn-hangzhou.aliyuncs.com/datax.tar.gz)
-
-##### 请点击：[Quick Start](https://github.com/alibaba/DataX/blob/master/userGuid.md)
-
-
-
-# Support Data Channels 
-
-DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、NOSQL、大数据计算系统都已经接入，目前支持数据如下图，详情请点击：[DataX数据源参考指南](https://github.com/alibaba/DataX/wiki/DataX-all-data-channels)
-
-| 类型           | 数据源        | Reader(读) | Writer(写) |文档|
-| ------------ | ---------- | :-------: | :-------: |:-------: |
-| RDBMS 关系型数据库 | MySQL      |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md)|
-|              | Oracle     |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md)|
-|              | SQLServer  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md)|
-|              | PostgreSQL |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md)|
-|              | DRDS |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md)|
-|              | 通用RDBMS(支持所有关系型数据库)         |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/rdbmsreader/doc/rdbmsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/rdbmswriter/doc/rdbmswriter.md)|
-| 阿里云数仓数据存储    | ODPS       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md)|
-|              | ADS        |           |     √     |[写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md)|
-|              | OSS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md)|
-|              | OCS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ocsreader/doc/ocsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md)|
-| NoSQL数据存储    | OTS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/otsreader/doc/otsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/otswriter/doc/otswriter.md)|
-|              | Hbase0.94  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase094xreader/doc/hbase094xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase094xwriter/doc/hbase094xwriter.md)|
-|              | Hbase1.1   |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase11xreader/doc/hbase11xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xwriter/doc/hbase11xwriter.md)|
-|              | Phoenix4.x   |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase11xsqlreader/doc/hbase11xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xsqlwriter/doc/hbase11xsqlwriter.md)|
-|              | Phoenix5.x   |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase20xsqlreader/doc/hbase20xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase20xsqlwriter/doc/hbase20xsqlwriter.md)|
-|              | MongoDB    |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/mongodbreader/doc/mongodbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mongodbwriter/doc/mongodbwriter.md)|
-|              | Hive       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)|
-|              | Cassandra       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/cassandrareader/doc/cassandrareader.md) 、[写](https://github.com/alibaba/DataX/blob/master/cassandrawriter/doc/cassandrawriter.md)|
-| 无结构化数据存储     | TxtFile    |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/txtfilereader/doc/txtfilereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/txtfilewriter/doc/txtfilewriter.md)|
-|              | FTP        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ftpreader/doc/ftpreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ftpwriter/doc/ftpwriter.md)|
-|              | HDFS       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)|
-|              | Elasticsearch       |         |     √     |[写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md)|
-| 时间序列数据库 | OpenTSDB | √ |  |[读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md)|
-|  | TSDB | √ | √ |[读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md)|
-
-# 阿里云DataWorks数据集成
-
-目前DataX的已有能力已经全部融和进阿里云的数据集成，并且比DataX更加高效、安全，同时数据集成具备DataX不具备的其它高级特性和功能。可以理解为数据集成是DataX的全面升级的商业化用版本，为企业可以提供稳定、可靠、安全的数据传输服务。与DataX相比，数据集成主要有以下几大突出特点：
-
-支持实时同步：
-
-- 功能简介：https://help.aliyun.com/document_detail/181912.html
-- 支持的数据源：https://help.aliyun.com/document_detail/146778.html
-- 支持数据处理：https://help.aliyun.com/document_detail/146777.html
-
-离线同步数据源种类大幅度扩充：
-
-- 新增比如：DB2、Kafka、Hologres、MetaQ、SAPHANA、达梦等等，持续扩充中
-- 离线同步支持的数据源：https://help.aliyun.com/document_detail/137670.html
-- 具备同步解决方案：
-    - 解决方案系统：https://help.aliyun.com/document_detail/171765.html
-    - 一键全增量：https://help.aliyun.com/document_detail/175676.html
-    - 整库迁移：https://help.aliyun.com/document_detail/137809.html
-    - 批量上云：https://help.aliyun.com/document_detail/146671.html
-    - 更新更多能力请访问：https://help.aliyun.com/document_detail/137663.html
-
-
-# 我要开发新的插件
-
-请点击：[DataX插件开发宝典](https://github.com/alibaba/DataX/blob/master/dataxPluginDev.md)
-
-
-# 项目成员
-
-核心Contributions: 言柏 、枕水、秋奇、青砾、一斅、云时
-
-感谢天烬、光戈、祁然、巴真、静行对DataX做出的贡献。
-
-# License
-
-This software is free to use under the Apache License [Apache license](https://github.com/alibaba/DataX/blob/master/license.txt).
-
-# 
-请及时提出issue给我们。请前往：[DataxIssue](https://github.com/alibaba/DataX/issues)
-
-# 开源版DataX企业用户
-
-![Datax-logo](https://github.com/alibaba/DataX/blob/master/images/datax-enterprise-users.jpg)
-
-```
-长期招聘 联系邮箱：datax@alibabacloud.com
-【JAVA开发职位】
-职位名称：JAVA资深开发工程师/专家/高级专家
-工作年限 : 2年以上
-学历要求 : 本科（如果能力靠谱，这些都不是条件）
-期望层级 : P6/P7/P8
-
-岗位描述：
-    1. 负责阿里云大数据平台（数加）的开发设计。 
-    2. 负责面向政企客户的大数据相关产品开发；
-    3. 利用大规模机器学习算法挖掘数据之间的联系，探索数据挖掘技术在实际场景中的产品应用 ；
-    4. 一站式大数据开发平台
-    5. 大数据任务调度引擎
-    6. 任务执行引擎
-    7. 任务监控告警
-    8. 海量异构数据同步
-
-岗位要求：
-    1. 拥有3年以上JAVA Web开发经验；
-    2. 熟悉Java的基础技术体系。包括JVM、类装载、线程、并发、IO资源管理、网络；
-    3. 熟练使用常用Java技术框架、对新技术框架有敏锐感知能力；深刻理解面向对象、设计原则、封装抽象；
-    4. 熟悉HTML/HTML5和JavaScript；熟悉SQL语言；
-    5. 执行力强，具有优秀的团队合作精神、敬业精神；
-    6. 深刻理解设计模式及应用场景者加分；
-    7. 具有较强的问题分析和处理能力、比较强的动手能力，对技术有强烈追求者优先考虑；
-    8. 对高并发、高稳定可用性、高性能、大数据处理有过实际项目及产品经验者优先考虑；
-    9. 有大数据产品、云产品、中间件技术解决方案者优先考虑。
-````
-钉钉用户群：
-
-- DataX开源用户交流群
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A4.jpg" width="20%" height="20%">
-
-- DataX开源用户交流群2
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A42.jpg" width="20%" height="20%">
-
-- DataX开源用户交流群3
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A43.jpg" width="20%" height="20%">
-
-- DataX开源用户交流群4
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A44.jpg" width="20%" height="20%">
-
-- DataX开源用户交流群5
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A45.jpg" width="20%" height="20%">
+## How to use
 
+1. Run `./build.sh` to gennerate the `starrockswriter.tar.gz`, then untar it into your own [DataX release](`https://github.com/alibaba/DataX`) directory(which will be `datax/plugin/writer/`).
+2. Create a `job.json` to define the reader and writer. More details about the configurations, please refer to `https://docs.dorisdb.com`.
+3. Run `python datax/bin/datax.py --jvm="-Xms6G -Xmx6G" --loglevel=debug job.json` to start a job.
diff --git a/build.sh b/build.sh
index e3992acb..e560ac8d 100755
--- a/build.sh
+++ b/build.sh
@@ -1 +1,5 @@
+ShellDir="$( cd "$( dirname "$0"  )" && pwd  )"
+cd $ShellDir
 mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip=true
+rm -f starrockswriter.tar.gz
+tar -czvf starrockswriter.tar.gz target/datax/datax/plugin/writer/starrockswriter
diff --git a/starrockswriter/pom.xml b/starrockswriter/pom.xml
index f36fc4b5..9398b9ff 100755
--- a/starrockswriter/pom.xml
+++ b/starrockswriter/pom.xml
@@ -8,6 +8,7 @@
 	</parent>
 	<artifactId>starrockswriter</artifactId>
 	<name>starrockswriter</name>
+    <version>1.1.0</version>
 	<packaging>jar</packaging>
 
 	<dependencies>

From 014b240a1ff9710d018b549fca30c49907defe05 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 10 Sep 2021 15:16:51 +0800
Subject: [PATCH 032/251] optimize build script

---
 build.sh | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/build.sh b/build.sh
index e560ac8d..1dd4fac6 100755
--- a/build.sh
+++ b/build.sh
@@ -2,4 +2,5 @@ ShellDir="$( cd "$( dirname "$0"  )" && pwd  )"
 cd $ShellDir
 mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip=true
 rm -f starrockswriter.tar.gz
-tar -czvf starrockswriter.tar.gz target/datax/datax/plugin/writer/starrockswriter
+cd target/datax/datax/plugin/writer/
+tar -czvf starrockswriter.tar.gz starrockswriter

From 629fa484120574dc6521e288c37826d0cf7f2c49 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 10 Sep 2021 15:18:38 +0800
Subject: [PATCH 033/251] build starrockswriter.tar.gz

---
 build.sh | 1 +
 1 file changed, 1 insertion(+)

diff --git a/build.sh b/build.sh
index 1dd4fac6..609aa2bb 100755
--- a/build.sh
+++ b/build.sh
@@ -4,3 +4,4 @@ mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip
 rm -f starrockswriter.tar.gz
 cd target/datax/datax/plugin/writer/
 tar -czvf starrockswriter.tar.gz starrockswriter
+mv starrockswriter.tar.gz $ShellDir

From e41e89330b7c19cf6ec634d4619756482f3319d4 Mon Sep 17 00:00:00 2001
From: fariel <hf@dorisdb.com>
Date: Fri, 10 Sep 2021 15:21:44 +0800
Subject: [PATCH 034/251] modify readme

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 9b271464..2280a13f 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,9 @@
 # StarRocks writer for DataX
 
-This is a repo forked from [DataX](`https://github.com/alibaba/DataX`), and maintained by [StarRocks](https://www.dorisdb.com) (starrockswriter).
+This is a repo forked from [DataX](https://github.com/alibaba/DataX), and maintained by [StarRocks](https://www.dorisdb.com) (starrockswriter).
 
 ## How to use
 
-1. Run `./build.sh` to gennerate the `starrockswriter.tar.gz`, then untar it into your own [DataX release](`https://github.com/alibaba/DataX`) directory(which will be `datax/plugin/writer/`).
+1. Run `./build.sh` to gennerate the `starrockswriter.tar.gz`, then untar it into your own [DataX release](https://github.com/alibaba/DataX) directory(which will be `datax/plugin/writer/`).
 2. Create a `job.json` to define the reader and writer. More details about the configurations, please refer to `https://docs.dorisdb.com`.
 3. Run `python datax/bin/datax.py --jvm="-Xms6G -Xmx6G" --loglevel=debug job.json` to start a job.

From 1ab7dde5d28de9b3017aec1126be1b3a5fed43f4 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Wed, 15 Sep 2021 14:31:01 +0800
Subject: [PATCH 035/251] modify README.md

---
 README.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/README.md b/README.md
index 2280a13f..0ff50387 100644
--- a/README.md
+++ b/README.md
@@ -1,9 +1,9 @@
 # StarRocks writer for DataX
 
-This is a repo forked from [DataX](https://github.com/alibaba/DataX), and maintained by [StarRocks](https://www.dorisdb.com) (starrockswriter).
+This is a repo forked from [DataX](https://github.com/alibaba/DataX), and maintained by [StarRocks](https://www.starrocks.com) (starrockswriter).
 
 ## How to use
 
 1. Run `./build.sh` to gennerate the `starrockswriter.tar.gz`, then untar it into your own [DataX release](https://github.com/alibaba/DataX) directory(which will be `datax/plugin/writer/`).
-2. Create a `job.json` to define the reader and writer. More details about the configurations, please refer to `https://docs.dorisdb.com`.
+2. Create a `job.json` to define the reader and writer. More details about the configurations, please refer to the [Documentations](https://docs.starrocks.com).
 3. Run `python datax/bin/datax.py --jvm="-Xms6G -Xmx6G" --loglevel=debug job.json` to start a job.

From 39c7065526725f7994f8c55d364362840b7af876 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Wed, 15 Sep 2021 14:55:30 +0800
Subject: [PATCH 036/251] fix build issue

---
 starrockswriter/src/main/assembly/package.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/starrockswriter/src/main/assembly/package.xml b/starrockswriter/src/main/assembly/package.xml
index 79ca7be8..c63845b4 100755
--- a/starrockswriter/src/main/assembly/package.xml
+++ b/starrockswriter/src/main/assembly/package.xml
@@ -19,7 +19,7 @@
 		<fileSet>
 			<directory>target/</directory>
 			<includes>
-				<include>starrockswriter-0.0.1-SNAPSHOT.jar</include>
+				<include>starrockswriter-1.1.0.jar</include>
 			</includes>
 			<outputDirectory>plugin/writer/starrockswriter</outputDirectory>
 		</fileSet>

From 9e9fd10b445594d935e618676897ef5f2f71e7c1 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Wed, 15 Sep 2021 19:58:29 +0800
Subject: [PATCH 037/251] fix charset to utf-8

---
 .../starrockswriter/manager/StarRocksStreamLoadVisitor.java    | 2 +-
 .../writer/starrockswriter/manager/StarRocksWriterManager.java | 3 ++-
 2 files changed, 3 insertions(+), 2 deletions(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index a9d10621..aecac149 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -168,7 +168,7 @@ public class StarRocksStreamLoadVisitor {
     
     private String getBasicAuthHeader(String username, String password) {
         String auth = username + ":" + password;
-        byte[] encodedAuth = Base64.encodeBase64(auth.getBytes());
+        byte[] encodedAuth = Base64.encodeBase64(auth.getBytes(StandardCharsets.UTF_8));
         return new StringBuilder("Basic ").append(new String(encodedAuth)).toString();
     }
 
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
index e5234425..0f68afe9 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -4,6 +4,7 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.io.IOException;
+import java.nio.charset.StandardCharsets;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.UUID;
@@ -38,7 +39,7 @@ public class StarRocksWriterManager {
         try {
             buffer.add(record);
             batchCount++;
-            batchSize += record.getBytes().length;
+            batchSize += record.getBytes(StandardCharsets.UTF_8).length;
             if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) {
                 String label = createBatchLabel();
                 LOG.debug(String.format("StarRocks buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));

From 8fd01d22ca4d4c0f2598d775b7abbd36ef4009b2 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Thu, 16 Sep 2021 16:38:24 +0800
Subject: [PATCH 038/251] remove aliyun mirror to do the auto releasing

---
 pom.xml | 28 ----------------------------
 1 file changed, 28 deletions(-)

diff --git a/pom.xml b/pom.xml
index 5f194b06..7d03f132 100644
--- a/pom.xml
+++ b/pom.xml
@@ -183,34 +183,6 @@
         </dependencies>
     </dependencyManagement>
 
-    <repositories>
-        <repository>
-            <id>central</id>
-            <name>Nexus aliyun</name>
-            <url>https://maven.aliyun.com/repository/central</url>
-            <releases>
-                <enabled>true</enabled>
-            </releases>
-            <snapshots>
-                <enabled>true</enabled>
-            </snapshots>
-        </repository>
-    </repositories>
-
-    <pluginRepositories>
-        <pluginRepository>
-            <id>central</id>
-            <name>Nexus aliyun</name>
-            <url>https://maven.aliyun.com/repository/central</url>
-            <releases>
-                <enabled>true</enabled>
-            </releases>
-            <snapshots>
-                <enabled>true</enabled>
-            </snapshots>
-        </pluginRepository>
-    </pluginRepositories>
-
     <build>
         <plugins>
             <plugin>

From 5b975c55a775e0a1075d1076987939d1e326030e Mon Sep 17 00:00:00 2001
From: wang <wangjinpu.wjp@alibaba-inc.com>
Date: Thu, 16 Sep 2021 19:27:56 +0800
Subject: [PATCH 039/251] =?UTF-8?q?fix=20bug=EF=BC=9A=E5=9C=A8=E5=87=BA?=
 =?UTF-8?q?=E5=BC=82=E5=B8=B8=E7=9A=84=E6=97=B6=E5=80=99=EF=BC=8C=E4=BC=9A?=
 =?UTF-8?q?=E8=B0=83=E4=B8=80=E6=AC=A1reconnect=EF=BC=8C=E8=BF=99=E9=87=8C?=
 =?UTF-8?q?=E9=9D=A2=E9=87=8A=E6=94=BE=E6=97=A7=E8=BF=9E=E6=8E=A5=EF=BC=8C?=
 =?UTF-8?q?=E5=88=9B=E5=BB=BA=E6=96=B0=E8=BF=9E=E6=8E=A5=EF=BC=9B=E8=BF=9B?=
 =?UTF-8?q?=E5=85=A5=E4=B8=8B=E4=B8=80=E6=AC=A1=E5=BE=AA=E7=8E=AF=E7=9A=84?=
 =?UTF-8?q?=E6=97=B6=E5=80=99=EF=BC=8C=E5=8F=88=E5=88=9B=E5=BB=BA=E4=B8=80?=
 =?UTF-8?q?=E6=AC=A1=E8=BF=9E=E6=8E=A5=EF=BC=8C=E6=89=80=E4=BB=A5=E5=9C=A8?=
 =?UTF-8?q?reconnect=E9=87=8C=E9=9D=A2=E5=88=9B=E5=BB=BA=E7=9A=84=E9=82=A3?=
 =?UTF-8?q?=E4=B8=AA=E6=96=B0=E8=BF=9E=E6=8E=A5=E5=B0=B1=E6=B3=84=E9=9C=B2?=
 =?UTF-8?q?=E4=BA=86?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../datax/plugin/writer/oceanbasev10writer/task/InsertTask.java  | 1 -
 1 file changed, 1 deletion(-)

diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java
index 36fc726b..968908ca 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java
@@ -165,7 +165,6 @@ public class InsertTask implements Runnable {
 					} catch (InterruptedException e) {
 						LOG.info("thread interrupted ..., ignore");
 					}
-					connHolder.initConnection();
 					conn = connHolder.getConn();
 					LOG.info("retry {}, start do batch insert, size={}", i, buffer.size());
 					checkMemstore();

From e7d879185b059a6bf03d19c2bca67e8516fe5680 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Fri, 17 Sep 2021 19:08:21 +0800
Subject: [PATCH 040/251] add auto-release workflow

---
 .github/workflows/release.yml | 30 ++++++++++++++++++++++++++++++
 1 file changed, 30 insertions(+)
 create mode 100644 .github/workflows/release.yml

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
new file mode 100644
index 00000000..27435856
--- /dev/null
+++ b/.github/workflows/release.yml
@@ -0,0 +1,30 @@
+name: Release
+
+on:
+  push:
+    tags:
+      - "v*.*.*"
+
+jobs:
+  build:
+    runs-on: ubuntu-latest
+    steps:
+      - name: Set up Maven Central Repository
+        uses: actions/setup-java@v2
+        with:
+          java-version: '8'
+          distribution: 'adopt'
+      - name: Checkout
+        uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+      - run: |
+          git checkout main
+          mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip=true
+          cd target/datax/datax/plugin/writer/
+          tar -czvf starrockswriter.tar.gz starrockswriter
+      - name: Release
+        uses: softprops/action-gh-release@v1
+        with:
+          files: |
+            target/datax/datax/plugin/writer/starrockswriter.tar.gz

From a02a69f2bd5d1e88188d08d118e0ab96f654cb78 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E6=B1=9F=E7=85=A6?= <johnxu.xj@alibaba-inc.com>
Date: Sat, 18 Sep 2021 19:51:03 +0800
Subject: [PATCH 041/251] dbname with minus('-') can not be parsed in ob writer

---
 .../plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
index 49e5c05f..5988cea4 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
@@ -31,7 +31,7 @@ public class ServerConnectInfo {
 	}
 
 	private void parseJdbcUrl(final String jdbcUrl) {
-		Pattern pattern = Pattern.compile("//([\\w\\.\\-]+:\\d+)/([\\w]+)\\?");
+		Pattern pattern = Pattern.compile("//([\\w\\.\\-]+:\\d+)/([\\w-]+)\\?");
 		Matcher matcher = pattern.matcher(jdbcUrl);
 		if (matcher.find()) {
 			String ipPort = matcher.group(1);

From c0351b8d76a704b63fdcbbb294c57b4b47ca491a Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E6=B1=9F=E7=85=A6?= <johnxu.xj@alibaba-inc.com>
Date: Sat, 18 Sep 2021 19:51:03 +0800
Subject: [PATCH 042/251] dbname with minus('-') can not be parsed in ob writer

---
 .../plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
index 49e5c05f..5988cea4 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
@@ -31,7 +31,7 @@ public class ServerConnectInfo {
 	}
 
 	private void parseJdbcUrl(final String jdbcUrl) {
-		Pattern pattern = Pattern.compile("//([\\w\\.\\-]+:\\d+)/([\\w]+)\\?");
+		Pattern pattern = Pattern.compile("//([\\w\\.\\-]+:\\d+)/([\\w-]+)\\?");
 		Matcher matcher = pattern.matcher(jdbcUrl);
 		if (matcher.find()) {
 			String ipPort = matcher.group(1);

From fe43e20ea92a03b3b50f98068407446b81d1cdc0 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Thu, 23 Sep 2021 17:15:14 +0800
Subject: [PATCH 043/251] reduce the getBytes operations

---
 .../starrockswriter/manager/StarRocksFlushTuple.java   |  6 +++---
 .../manager/StarRocksStreamLoadVisitor.java            | 10 +++++-----
 .../manager/StarRocksWriterManager.java                |  7 ++++---
 3 files changed, 12 insertions(+), 11 deletions(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java
index cd8c663b..47cebb91 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java
@@ -6,9 +6,9 @@ public class StarRocksFlushTuple {
     
     private String label;
     private Long bytes;
-    private List<String> rows;
+    private List<byte[]> rows;
 
-    public StarRocksFlushTuple(String label, Long bytes, List<String> rows) {
+    public StarRocksFlushTuple(String label, Long bytes, List<byte[]> rows) {
         this.label = label;
         this.bytes = bytes;
         this.rows = rows;
@@ -16,5 +16,5 @@ public class StarRocksFlushTuple {
 
     public String getLabel() { return label; }
     public Long getBytes() { return bytes; }
-    public List<String> getRows() { return rows; }
+    public List<byte[]> getRows() { return rows; }
 }
\ No newline at end of file
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index aecac149..656f4020 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -93,13 +93,13 @@ public class StarRocksStreamLoadVisitor {
         }
     }
 
-    private byte[] joinRows(List<String> rows, int totalBytes) {
+    private byte[] joinRows(List<byte[]> rows, int totalBytes) {
         if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
             Map<String, Object> props = writerOptions.getLoadProps();
             byte[] lineDelimiter = StarRocksDelimiterParser.parse((String)props.get("row_delimiter"), "\n").getBytes(StandardCharsets.UTF_8);
             ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
-            for (String row : rows) {
-                bos.put(row.getBytes(StandardCharsets.UTF_8));
+            for (byte[] row : rows) {
+                bos.put(row);
                 bos.put(lineDelimiter);
             }
             return bos.array();
@@ -110,11 +110,11 @@ public class StarRocksStreamLoadVisitor {
             bos.put("[".getBytes(StandardCharsets.UTF_8));
             byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8);
             boolean isFirstElement = true;
-            for (String row : rows) {
+            for (byte[] row : rows) {
                 if (!isFirstElement) {
                     bos.put(jsonDelimiter);
                 }
-                bos.put(row.getBytes(StandardCharsets.UTF_8));
+                bos.put(row);
                 isFirstElement = false;
             }
             bos.put("]".getBytes(StandardCharsets.UTF_8));
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
index 0f68afe9..0e89005f 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -20,7 +20,7 @@ public class StarRocksWriterManager {
     private final StarRocksStreamLoadVisitor starrocksStreamLoadVisitor;
     private final StarRocksWriterOptions writerOptions;
 
-    private final List<String> buffer = new ArrayList<>();
+    private final List<byte[]> buffer = new ArrayList<>();
     private int batchCount = 0;
     private long batchSize = 0;
     private volatile boolean closed = false;
@@ -37,9 +37,10 @@ public class StarRocksWriterManager {
     public final synchronized void writeRecord(String record) throws IOException {
         checkFlushException();
         try {
-            buffer.add(record);
+            byte[] bts = record.getBytes(StandardCharsets.UTF_8);
+            buffer.add(bts);
             batchCount++;
-            batchSize += record.getBytes(StandardCharsets.UTF_8).length;
+            batchSize += bts.length;
             if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) {
                 String label = createBatchLabel();
                 LOG.debug(String.format("StarRocks buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));

From cbc93b98ff8d3ab63c37659a590b8f8759d6a028 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Fri, 24 Sep 2021 11:34:55 +0800
Subject: [PATCH 044/251] add interval sinking

---
 starrockswriter/doc/starrockswriter.md        |  8 ++++
 .../StarRocksWriterOptions.java               |  7 ++++
 .../manager/StarRocksWriterManager.java       | 39 +++++++++++++++++++
 3 files changed, 54 insertions(+)

diff --git a/starrockswriter/doc/starrockswriter.md b/starrockswriter/doc/starrockswriter.md
index f471b752..1080d072 100644
--- a/starrockswriter/doc/starrockswriter.md
+++ b/starrockswriter/doc/starrockswriter.md
@@ -173,6 +173,14 @@ StarRocksWriter 插件实现了写入数据到 StarRocks 主库的目的表的
 
 	* 默认值：104857600 (100M)
 
+* **flushInterval**
+
+	* 描述：上一次StreamLoad结束至下一次开始的时间间隔（单位：ms）。 <br />
+
+ 	* 必选：否 <br />
+
+	* 默认值：300000 (ms)
+
 * **loadProps**
 
 	* 描述：StreamLoad 的请求参数，详情参照StreamLoad介绍页面。 <br />
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
index 9e4abd12..be3fa3ec 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
@@ -18,6 +18,7 @@ public class StarRocksWriterOptions implements Serializable {
     private static final int MAX_RETRIES = 1;
     private static final int BATCH_ROWS = 500000;
     private static final long BATCH_BYTES = 90 * MEGA_BYTES_SCALE;
+    private static final long FLUSH_INTERVAL = 300000;
 
     private static final String KEY_LOAD_PROPS_FORMAT = "format";
     public enum StreamLoadFormat {
@@ -34,6 +35,7 @@ public class StarRocksWriterOptions implements Serializable {
     private static final String KEY_JDBC_URL = "jdbcUrl";
     private static final String KEY_MAX_BATCH_ROWS = "maxBatchRows";
     private static final String KEY_MAX_BATCH_SIZE = "maxBatchSize";
+    private static final String KEY_FLUSH_INTERVAL = "flushInterval";
     private static final String KEY_LOAD_URL = "loadUrl";
     private static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength";
     private static final String KEY_LOAD_PROPS = "loadProps";
@@ -120,6 +122,11 @@ public class StarRocksWriterOptions implements Serializable {
         Long size = options.getLong(KEY_MAX_BATCH_SIZE);
         return null == size ? BATCH_BYTES : size;
     }
+
+    public long getFlushInterval() {
+        Long interval = options.getLong(KEY_FLUSH_INTERVAL);
+        return null == interval ? FLUSH_INTERVAL : interval;
+    }
     
     public int getFlushQueueLength() {
         Integer len = options.getInt(KEY_FLUSH_QUEUE_LENGTH);
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
index 0e89005f..f32eccde 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -1,5 +1,6 @@
 package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
 
+import org.apache.commons.lang3.concurrent.BasicThreadFactory;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -8,7 +9,11 @@ import java.nio.charset.StandardCharsets;
 import java.util.ArrayList;
 import java.util.List;
 import java.util.UUID;
+import java.util.concurrent.Executors;
 import java.util.concurrent.LinkedBlockingDeque;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.ScheduledFuture;
+import java.util.concurrent.TimeUnit;
 
 import com.google.common.base.Strings;
 import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
@@ -26,14 +31,45 @@ public class StarRocksWriterManager {
     private volatile boolean closed = false;
     private volatile Exception flushException;
     private final LinkedBlockingDeque<StarRocksFlushTuple> flushQueue;
+    private ScheduledExecutorService scheduler;
+    private ScheduledFuture<?> scheduledFuture;
 
     public StarRocksWriterManager(StarRocksWriterOptions writerOptions) {
         this.writerOptions = writerOptions;
         this.starrocksStreamLoadVisitor = new StarRocksStreamLoadVisitor(writerOptions);
         flushQueue = new LinkedBlockingDeque<>(writerOptions.getFlushQueueLength()); 
+        this.startScheduler();
         this.startAsyncFlushing();
     }
 
+    public void startScheduler() {
+        stopScheduler();
+        this.scheduler = Executors.newScheduledThreadPool(1, new BasicThreadFactory.Builder().namingPattern("starrocks-interval-flush").daemon(true).build());
+        this.scheduledFuture = this.scheduler.schedule(() -> {
+            synchronized (StarRocksWriterManager.this) {
+                if (!closed) {
+                    try {
+                        String label = createBatchLabel();
+                        LOG.info(String.format("StarRocks interval Sinking triggered: label[%s].", label));
+                        if (batchCount == 0) {
+                            startScheduler();
+                        }
+                        flush(label, false);
+                    } catch (Exception e) {
+                        flushException = e;
+                    }
+                }
+            }
+        }, writerOptions.getFlushInterval(), TimeUnit.MILLISECONDS);
+    }
+
+    public void stopScheduler() {
+        if (this.scheduledFuture != null) {
+            scheduledFuture.cancel(false);
+            this.scheduler.shutdown();
+        }
+    }
+
     public final synchronized void writeRecord(String record) throws IOException {
         checkFlushException();
         try {
@@ -109,6 +145,7 @@ public class StarRocksWriterManager {
         for (int i = 0; i <= writerOptions.getFlushQueueLength(); i++) {
             flushQueue.put(new StarRocksFlushTuple("", 0l, null));
         }
+        checkFlushException();
     }
 
     private void asyncFlush() throws Exception {
@@ -116,12 +153,14 @@ public class StarRocksWriterManager {
         if (Strings.isNullOrEmpty(flushData.getLabel())) {
             return;
         }
+        stopScheduler();
         LOG.debug(String.format("Async stream load: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
         for (int i = 0; i <= writerOptions.getMaxRetries(); i++) {
             try {
                 // flush to StarRocks with stream load
                 starrocksStreamLoadVisitor.doStreamLoad(flushData);
                 LOG.info(String.format("Async stream load finished: label[%s].", flushData.getLabel()));
+                startScheduler();
                 break;
             } catch (Exception e) {
                 LOG.warn("Failed to flush batch data to StarRocks, retry times = {}", i, e);

From 09374d259686bb37e533d12f5b616febf87314a8 Mon Sep 17 00:00:00 2001
From: Longda Feng <zhongyan.feng@alibaba-inc.com>
Date: Fri, 24 Sep 2021 11:52:46 +0800
Subject: [PATCH 045/251] Add OceanBase supporting list.

---
 README.md       | 3 ++-
 introduction.md | 1 +
 2 files changed, 3 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 681de048..37a21022 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 
 # DataX
 
-DataX 是阿里云 [DataWorks数据集成](https://www.aliyun.com/product/bigdata/ide) 的开源版本，在阿里巴巴集团内被广泛使用的离线数据同步工具/平台。DataX 实现了包括 MySQL、Oracle、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、Hologres、DRDS 等各种异构数据源之间高效的数据同步功能。
+DataX 是阿里云 [DataWorks数据集成](https://www.aliyun.com/product/bigdata/ide) 的开源版本，在阿里巴巴集团内被广泛使用的离线数据同步工具/平台。DataX 实现了包括 MySQL、Oracle、OceanBase、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、Hologres、DRDS 等各种异构数据源之间高效的数据同步功能。
 
 # DataX 商业版本
 阿里云DataWorks数据集成是DataX团队在阿里云上的商业化产品，致力于提供复杂网络环境下、丰富的异构数据源之间高速稳定的数据移动能力，以及繁杂业务背景下的数据同步解决方案。目前已经支持云上近3000家客户，单日同步数据超过3万亿条。DataWorks数据集成目前支持离线50+种数据源，可以进行整库迁移、批量上云、增量同步、分库分表等各类同步解决方案。2020年更新实时同步能力，2020年更新实时同步能力，支持10+种数据源的读写任意组合。提供MySQL，Oracle等多种数据源到阿里云MaxCompute，Hologres等大数据引擎的一键全增量同步解决方案。
@@ -39,6 +39,7 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 | ------------ | ---------- | :-------: | :-------: |:-------: |
 | RDBMS 关系型数据库 | MySQL      |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md)|
 |              | Oracle     |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md)|
+|              | OceanBase  |     √     |     √     |[读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase)|
 |              | SQLServer  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md)|
 |              | PostgreSQL |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md)|
 |              | DRDS |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md)|
diff --git a/introduction.md b/introduction.md
index b27607c7..d08ad98d 100644
--- a/introduction.md
+++ b/introduction.md
@@ -36,6 +36,7 @@ DataX本身作为离线数据同步框架，采用Framework + plugin架构构建
 | ------------ | ---------- | :-------: | :-------: |:-------: |
 | RDBMS 关系型数据库 | MySQL      |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md)|
 |              | Oracle     |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md)|
+|              | OceanBase  |     √     |     √     |[读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase)|
 |              | SQLServer  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md)|
 |              | PostgreSQL |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md)|
 |              | DRDS |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md)|

From 26d1f11c1b55203325810bb62a94c9bd5a258469 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E6=B1=9F=E7=85=A6?= <johnxu.xj@alibaba-inc.com>
Date: Fri, 24 Sep 2021 18:03:38 +0800
Subject: [PATCH 046/251] obwriter: adapted for short jdbc url

---
 .../OceanBaseV10Writer.java                   |  1 -
 .../ext/ServerConnectInfo.java                | 27 ++++++++++++++++---
 .../task/ConcurrentTableWriterTask.java       |  2 +-
 3 files changed, 25 insertions(+), 5 deletions(-)

diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
index 89ef1c52..4ffaffed 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
@@ -20,7 +20,6 @@ import com.alibaba.datax.plugin.rdbms.writer.Constant;
 import com.alibaba.datax.plugin.rdbms.writer.Key;
 import com.alibaba.datax.plugin.rdbms.writer.util.WriterUtil;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.task.ConcurrentTableWriterTask;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.task.SingleTableWriterTask;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.ObWriterUtils;
 
 /**
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
index 5988cea4..b0611642 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
@@ -24,8 +24,26 @@ public class ServerConnectInfo {
 			this.tenantName  = ss[1].trim().split(":")[1];
 			this.jdbcUrl = ss[2].replace("jdbc:mysql:", "jdbc:oceanbase:");
 		} else {
-			throw new RuntimeException ("jdbc url format is not correct: " + jdbcUrl);
+			this.jdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:");
+			if (username.contains("@") && username.contains("#")) {
+				this.userName = username.substring(0, username.indexOf("@"));
+				this.tenantName = username.substring(username.indexOf("@") + 1, username.indexOf("#"));
+				this.clusterName = username.substring(username.indexOf("#") + 1);
+			} else if (username.contains(":")) {
+				String[] config = username.split(":");
+				if (config.length != 3) {
+					throw new RuntimeException ("username format is not correct: " + username);
+				}
+				this.clusterName = config[0];
+				this.tenantName = config[1];
+				this.userName = config[2];
+			} else {
+				this.clusterName = null;
+				this.tenantName = null;
+				this.userName = username;
+			}
 		}
+
 		this.password = password;
 		parseJdbcUrl(jdbcUrl);
 	}
@@ -51,8 +69,11 @@ public class ServerConnectInfo {
 	}
 
 	public String getFullUserName() {
-		StringBuilder builder = new StringBuilder();
-		builder.append(userName).append("@").append(tenantName).append("#").append(clusterName);
+		StringBuilder builder = new StringBuilder(userName);
+		if (tenantName != null && clusterName != null) {
+			builder.append("@").append(tenantName).append("#").append(clusterName);
+		}
+
 		return builder.toString();
 	}
 }
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index 084acbeb..cbc9a936 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -150,7 +150,7 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 				partCalculator = new ObPartitionIdCalculator(connectInfo.ipPort, tableEntryKey);
 			} catch (Exception ex) {
 				++retry;
-				LOG.warn("create new part calculator failed, retry ... {}", retry, ex);
+				LOG.warn("create new part calculator failed, retry {}: {}", retry, ex.getMessage());
 			}
 		} while (partCalculator == null && retry < 3); // try 3 times
 	}

From 26df387f0fbb0eb1cdabc1752a09823f984b65aa Mon Sep 17 00:00:00 2001
From: hexsmith <yuzhiping140103@hotmail.com>
Date: Fri, 24 Sep 2021 21:13:08 +0800
Subject: [PATCH 047/251] Update mongodbreader.md

---
 mongodbreader/doc/mongodbreader.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/mongodbreader/doc/mongodbreader.md b/mongodbreader/doc/mongodbreader.md
index 6d1e6a99..b61493e6 100644
--- a/mongodbreader/doc/mongodbreader.md
+++ b/mongodbreader/doc/mongodbreader.md
@@ -8,7 +8,7 @@ MongoDBReader 插件利用 MongoDB 的java客户端MongoClient进行MongoDB的
 MongoDBReader通过Datax框架从MongoDB并行的读取数据，通过主控的JOB程序按照指定的规则对MongoDB中的数据进行分片，并行读取，然后将MongoDB支持的类型通过逐一判断转换成Datax支持的类型。
 
 #### 3 功能说明
-* 该示例从ODPS读一份数据到MongoDB。
+* 该示例从MongoDB读一份数据到ODPS。
 
 	    {
 	    "job": {
@@ -147,4 +147,4 @@ MongoDBReader通过Datax框架从MongoDB并行的读取数据，通过主控的J
 
 
 #### 6 性能报告
-#### 7 测试报告
\ No newline at end of file
+#### 7 测试报告

From 7cfd0e36215fcbc7f4d8854421ab3f980754f33c Mon Sep 17 00:00:00 2001
From: hexsmith <yuzhiping140103@hotmail.com>
Date: Fri, 24 Sep 2021 21:23:09 +0800
Subject: [PATCH 048/251] Update hbase11xwriter.md

---
 hbase11xwriter/doc/hbase11xwriter.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hbase11xwriter/doc/hbase11xwriter.md b/hbase11xwriter/doc/hbase11xwriter.md
index ff20abe9..02fd5507 100644
--- a/hbase11xwriter/doc/hbase11xwriter.md
+++ b/hbase11xwriter/doc/hbase11xwriter.md
@@ -202,7 +202,7 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
 
 	* 描述：要写入的hbase字段。index：指定该列对应reader端column的索引，从0开始；name：指定hbase表中的列，必须为 列族:列名 的格式；type：指定写入数据类型，用于转换HBase byte[]。配置格式如下：
 	
-	```
+```
 "column": [
               {
                 "index":1,

From 2632974c524bda68ac827e2dd1b6694ad9a58cdb Mon Sep 17 00:00:00 2001
From: hexsmith <yuzhiping140103@hotmail.com>
Date: Fri, 24 Sep 2021 21:23:59 +0800
Subject: [PATCH 049/251] Update hbase11xwriter.md

---
 hbase11xwriter/doc/hbase11xwriter.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/hbase11xwriter/doc/hbase11xwriter.md b/hbase11xwriter/doc/hbase11xwriter.md
index 02fd5507..cc519b28 100644
--- a/hbase11xwriter/doc/hbase11xwriter.md
+++ b/hbase11xwriter/doc/hbase11xwriter.md
@@ -203,6 +203,7 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
 	* 描述：要写入的hbase字段。index：指定该列对应reader端column的索引，从0开始；name：指定hbase表中的列，必须为 列族:列名 的格式；type：指定写入数据类型，用于转换HBase byte[]。配置格式如下：
 	
 ```
+
 "column": [
               {
                 "index":1,
@@ -216,7 +217,7 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
               }
            ］ 	
 		            
-	```
+```
 
 	* 必选：是<br />
  

From 8e37018d78d2bd76a23cbf51183b72db59912f7a Mon Sep 17 00:00:00 2001
From: hexsmith <yuzhiping140103@hotmail.com>
Date: Fri, 24 Sep 2021 21:25:35 +0800
Subject: [PATCH 050/251] Update hbase11xwriter.md

---
 hbase11xwriter/doc/hbase11xwriter.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/hbase11xwriter/doc/hbase11xwriter.md b/hbase11xwriter/doc/hbase11xwriter.md
index cc519b28..300cbfa4 100644
--- a/hbase11xwriter/doc/hbase11xwriter.md
+++ b/hbase11xwriter/doc/hbase11xwriter.md
@@ -219,9 +219,9 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
 		            
 ```
 
-	* 必选：是<br />
+* 必选：是<br />
  
-	* 默认值：无 <br />
+* 默认值：无 <br />
 
 * **rowkeyColumn**
 

From a080664e1ae379b922296f90e1ded3f6101ee413 Mon Sep 17 00:00:00 2001
From: hexsmith <yuzhiping140103@hotmail.com>
Date: Fri, 24 Sep 2021 21:26:43 +0800
Subject: [PATCH 051/251] Update hbase11xwriter.md

---
 hbase11xwriter/doc/hbase11xwriter.md | 34 ++++++++++++++--------------
 1 file changed, 17 insertions(+), 17 deletions(-)

diff --git a/hbase11xwriter/doc/hbase11xwriter.md b/hbase11xwriter/doc/hbase11xwriter.md
index 300cbfa4..f44a610c 100644
--- a/hbase11xwriter/doc/hbase11xwriter.md
+++ b/hbase11xwriter/doc/hbase11xwriter.md
@@ -202,26 +202,26 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
 
 	* 描述：要写入的hbase字段。index：指定该列对应reader端column的索引，从0开始；name：指定hbase表中的列，必须为 列族:列名 的格式；type：指定写入数据类型，用于转换HBase byte[]。配置格式如下：
 	
-```
+	```
 
-"column": [
-              {
-                "index":1,
-                "name": "cf1:q1",
-                "type": "string"
-              },
-              {
-                "index":2,
-                "name": "cf1:q2",
-                "type": "string"
-              }
-           ］ 	
-		            
-```
+	"column": [
+		      {
+			"index":1,
+			"name": "cf1:q1",
+			"type": "string"
+		      },
+		      {
+			"index":2,
+			"name": "cf1:q2",
+			"type": "string"
+		      }
+		   ］ 	
 
-* 必选：是<br />
+	```
+
+	* 必选：是<br />
  
-* 默认值：无 <br />
+	* 默认值：无 <br />
 
 * **rowkeyColumn**
 

From 133269e69e890bfa337685ecf797dd2ff035c338 Mon Sep 17 00:00:00 2001
From: hexsmith <yuzhiping140103@hotmail.com>
Date: Fri, 24 Sep 2021 21:28:05 +0800
Subject: [PATCH 052/251] Update hbase11xwriter.md

---
 hbase11xwriter/doc/hbase11xwriter.md | 36 ++++++++++++++--------------
 1 file changed, 18 insertions(+), 18 deletions(-)

diff --git a/hbase11xwriter/doc/hbase11xwriter.md b/hbase11xwriter/doc/hbase11xwriter.md
index f44a610c..969f2e47 100644
--- a/hbase11xwriter/doc/hbase11xwriter.md
+++ b/hbase11xwriter/doc/hbase11xwriter.md
@@ -228,17 +228,17 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
 	* 描述：要写入的hbase的rowkey列。index：指定该列对应reader端column的索引，从0开始，若为常量index为－1；type：指定写入数据类型，用于转换HBase byte[]；value：配置常量，常作为多个字段的拼接符。hbasewriter会将rowkeyColumn中所有列按照配置顺序进行拼接作为写入hbase的rowkey，不能全为常量。配置格式如下：
 	
 	```
-"rowkeyColumn": [
-                {
-                  "index":0,
-                  "type":"string"
-                },
-                {
-                  "index":-1,
-                  "type":"string",
-                  "value":"_"
-                }
-            ] 	
+	"rowkeyColumn": [
+			{
+			  "index":0,
+			  "type":"string"
+			},
+			{
+			  "index":-1,
+			  "type":"string",
+			  "value":"_"
+			}
+		    ] 	
 		            
 	```
 
@@ -251,19 +251,19 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
 	* 描述：指定写入hbase的时间戳。支持：当前时间、指定时间列，指定时间，三者选一。若不配置表示用当前时间。index：指定对应reader端column的索引，从0开始，需保证能转换为long,若是Date类型，会尝试用yyyy-MM-dd HH:mm:ss和yyyy-MM-dd HH:mm:ss SSS去解析；若为指定时间index为－1；value：指定时间的值,long值。配置格式如下：
 	
 	```
-"versionColumn":{
-	"index":1
-}
+	"versionColumn":{
+		"index":1
+	}
 		            
 	```
 	
 	或者
 	
 	```
-"versionColumn":{
-	"index":－1,
-	"value":123456789
-}
+	"versionColumn":{
+		"index":－1,
+		"value":123456789
+	}
 		            
 	```
 

From 65104b79eded393a25795ca4c7c06c021ceea06a Mon Sep 17 00:00:00 2001
From: PeineLiang <peineliang@163.com>
Date: Thu, 30 Sep 2021 11:46:18 +0800
Subject: [PATCH 053/251] Update json syntax error

---
 drdsreader/doc/drdsreader.md             | 2 +-
 postgresqlreader/doc/postgresqlreader.md | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/drdsreader/doc/drdsreader.md b/drdsreader/doc/drdsreader.md
index 25df9200..c54e6bd1 100644
--- a/drdsreader/doc/drdsreader.md
+++ b/drdsreader/doc/drdsreader.md
@@ -50,7 +50,7 @@ DRDS的插件目前DataX只适配了Mysql引擎的场景，DRDS对于DataX而言
                         // 数据库连接密码
                         "password": "root",
                         "column": [
-                            "id"，"name"
+                            "id","name"
                         ],
                         "connection": [
                             {
diff --git a/postgresqlreader/doc/postgresqlreader.md b/postgresqlreader/doc/postgresqlreader.md
index fed2c7e9..02c354ab 100644
--- a/postgresqlreader/doc/postgresqlreader.md
+++ b/postgresqlreader/doc/postgresqlreader.md
@@ -48,7 +48,7 @@ PostgresqlReader插件实现了从PostgreSQL读取数据。在底层实现上，
                         // 数据库连接密码
                         "password": "xx",
                         "column": [
-                            "id"，"name"
+                            "id","name"
                         ],
                         //切分主键
                         "splitPk": "id",

From 4450ccadd88a92e66c3f3e763ebc729038690607 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Sat, 9 Oct 2021 18:38:33 +0800
Subject: [PATCH 054/251] add the convertion of `bytes` columns

---
 .../starrockswriter/StarRocksWriterOptions.java      |  1 -
 .../starrockswriter/row/StarRocksBaseSerializer.java | 12 ++++++++++--
 2 files changed, 10 insertions(+), 3 deletions(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
index be3fa3ec..8d5ede98 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
@@ -158,7 +158,6 @@ public class StarRocksWriterOptions implements Serializable {
     private void validateRequired() {
        final String[] requiredOptionKeys = new String[]{
             KEY_USERNAME,
-            KEY_PASSWORD,
             KEY_DATABASE,
             KEY_TABLE,
             KEY_COLUMN,
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java
index 77d25f12..a7ad499d 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksBaseSerializer.java
@@ -6,13 +6,21 @@ import com.alibaba.datax.common.element.Column.Type;
 public class StarRocksBaseSerializer {
 
     protected String fieldConvertion(Column col) {
-        if (null == col.getRawData()) {
+        if (null == col.getRawData() || Type.NULL == col.getType()) {
             return null;
         }
         if (Type.BOOL == col.getType()) {
             return String.valueOf(col.asLong());
         }
+        if (Type.BYTES == col.getType()) {
+            byte[] bts = (byte[])col.getRawData();
+            long value = 0;
+            for (int i = 0; i < bts.length; i++) {
+                value += (bts[bts.length - i - 1] & 0xffL) << (8 * i);
+            }
+            return String.valueOf(value);
+        }
         return col.asString();
     }
 
-}
+}
\ No newline at end of file

From d2ab6127546004569dfd5533a344a516131a618d Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 12 Oct 2021 15:44:24 +0800
Subject: [PATCH 055/251] add tdengine writer plugin

---
 .../com/alibaba/datax/core/EngineTest.java    |  18 +++
 job/opentsdb2stream.json                      |  31 +++++
 job/opentsdb2tdengine.json                    |  34 ++++++
 package.xml                                   |   7 ++
 pom.xml                                       |  92 +++++++-------
 tdenginewriter/pom.xml                        |  75 ++++++++++++
 tdenginewriter/src/main/assembly/package.xml  |  34 ++++++
 .../datax/plugin/writer/JniConnection.java    |  83 +++++++++++++
 .../datax/plugin/writer/TDengineWriter.java   | 113 ++++++++++++++++++
 .../writer/TDengineWriterErrorCode.java       |  31 +++++
 ...libaba_datax_plugin_writer_JniConnection.h |  87 ++++++++++++++
 tdenginewriter/src/main/resources/plugin.json |   9 ++
 .../main/resources/plugin_job_template.json   |  10 ++
 .../plugin/writer/JniConnectionTest.java      |  19 +++
 14 files changed, 598 insertions(+), 45 deletions(-)
 create mode 100644 core/src/test/java/com/alibaba/datax/core/EngineTest.java
 create mode 100644 job/opentsdb2stream.json
 create mode 100644 job/opentsdb2tdengine.json
 create mode 100644 tdenginewriter/pom.xml
 create mode 100755 tdenginewriter/src/main/assembly/package.xml
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriterErrorCode.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
 create mode 100755 tdenginewriter/src/main/resources/plugin.json
 create mode 100644 tdenginewriter/src/main/resources/plugin_job_template.json
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java

diff --git a/core/src/test/java/com/alibaba/datax/core/EngineTest.java b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
new file mode 100644
index 00000000..3f36263b
--- /dev/null
+++ b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
@@ -0,0 +1,18 @@
+package com.alibaba.datax.core;
+
+
+public class EngineTest {
+
+    public static void main(String[] args) {
+        System.out.println(System.getProperty("java.library.path"));
+//        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "/Users/yangzy/workspace/DataX/job/opentsdb2stream.json"};
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "/Users/yangzy/workspace/DataX/job/opentsdb2tdengine.json"};
+        System.setProperty("datax.home", "/Users/yangzy/workspace/DataX/target/datax/datax");
+        try {
+            Engine.entry(params);
+        } catch (Throwable e) {
+            e.printStackTrace();
+        }
+    }
+
+}
\ No newline at end of file
diff --git a/job/opentsdb2stream.json b/job/opentsdb2stream.json
new file mode 100644
index 00000000..1ea43204
--- /dev/null
+++ b/job/opentsdb2stream.json
@@ -0,0 +1,31 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "opentsdbreader",
+          "parameter": {
+            "endpoint": "http://192.168.1.180:4242",
+            "column": [
+              "weather.temperature"
+            ],
+            "beginDateTime": "2021-01-01 00:00:00",
+            "endDateTime": "2021-01-01 01:00:00"
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/job/opentsdb2tdengine.json b/job/opentsdb2tdengine.json
new file mode 100644
index 00000000..cdf2277b
--- /dev/null
+++ b/job/opentsdb2tdengine.json
@@ -0,0 +1,34 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "opentsdbreader",
+          "parameter": {
+            "endpoint": "http://192.168.1.180:4242",
+            "column": [
+              "weather.temperature"
+            ],
+            "beginDateTime": "2021-01-01 00:00:00",
+            "endDateTime": "2021-01-01 01:00:00"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.56.105",
+            "port": 6030,
+            "db": "test",
+            "user": "root",
+            "password": "taosdata"
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/package.xml b/package.xml
index 882dd23b..a93e945c 100755
--- a/package.xml
+++ b/package.xml
@@ -238,6 +238,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>tdenginewriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>otswriter/target/datax/</directory>
             <includes>
diff --git a/pom.xml b/pom.xml
index 3bd75a31..cb635ad3 100644
--- a/pom.xml
+++ b/pom.xml
@@ -47,66 +47,68 @@
         <module>transformer</module>
 
         <!-- reader -->
-        <module>mysqlreader</module>
-        <module>drdsreader</module>
-        <module>sqlserverreader</module>
-        <module>postgresqlreader</module>
-        <module>kingbaseesreader</module>
-        <module>oraclereader</module>
+<!--        <module>mysqlreader</module>-->
+<!--        <module>drdsreader</module>-->
+<!--        <module>sqlserverreader</module>-->
+<!--        <module>postgresqlreader</module>-->
+<!--        <module>kingbaseesreader</module>-->
+<!--        <module>oraclereader</module>-->
         <module>odpsreader</module>
-        <module>otsreader</module>
-        <module>otsstreamreader</module>
+<!--        <module>otsreader</module>-->
+<!--        <module>otsstreamreader</module>-->
         <module>txtfilereader</module>
-        <module>hdfsreader</module>
+<!--        <module>hdfsreader</module>-->
         <module>streamreader</module>
-        <module>ossreader</module>
-        <module>ftpreader</module>
-        <module>mongodbreader</module>
+<!--        <module>ossreader</module>-->
+<!--        <module>ftpreader</module>-->
+<!--        <module>mongodbreader</module>-->
         <module>rdbmsreader</module>
-        <module>hbase11xreader</module>
-        <module>hbase094xreader</module>
-        <module>tsdbreader</module>
+<!--        <module>hbase11xreader</module>-->
+<!--        <module>hbase094xreader</module>-->
+<!--        <module>tsdbreader</module>-->
         <module>opentsdbreader</module>
-        <module>cassandrareader</module>
-        <module>gdbreader</module>
-        <module>oceanbasev10reader</module>
+<!--        <module>cassandrareader</module>-->
+<!--        <module>gdbreader</module>-->
+<!--        <module>oceanbasev10reader</module>-->
 
         <!-- writer -->
-        <module>mysqlwriter</module>
-        <module>drdswriter</module>
+<!--        <module>mysqlwriter</module>-->
+<!--        <module>drdswriter</module>-->
         <module>odpswriter</module>
         <module>txtfilewriter</module>
-        <module>ftpwriter</module>
-        <module>hdfswriter</module>
+<!--        <module>ftpwriter</module>-->
+<!--        <module>hdfswriter</module>-->
         <module>streamwriter</module>
-        <module>otswriter</module>
-        <module>oraclewriter</module>
-        <module>sqlserverwriter</module>
-        <module>postgresqlwriter</module>
-        <module>kingbaseeswriter</module>
-        <module>osswriter</module>
-        <module>mongodbwriter</module>
+<!--        <module>otswriter</module>-->
+<!--        <module>oraclewriter</module>-->
+<!--        <module>sqlserverwriter</module>-->
+<!--        <module>postgresqlwriter</module>-->
+<!--        <module>kingbaseeswriter</module>-->
+<!--        <module>osswriter</module>-->
+<!--        <module>mongodbwriter</module>-->
         <module>adswriter</module>
-        <module>ocswriter</module>
+<!--        <module>ocswriter</module>-->
         <module>rdbmswriter</module>
-        <module>hbase11xwriter</module>
-        <module>hbase094xwriter</module>
-        <module>hbase11xsqlwriter</module>
-        <module>hbase11xsqlreader</module>
-        <module>elasticsearchwriter</module>
-        <module>tsdbwriter</module>
-        <module>adbpgwriter</module>
-        <module>gdbwriter</module>
-        <module>cassandrawriter</module>
-        <module>clickhousewriter</module>
-        <module>oscarwriter</module>
-        <module>oceanbasev10writer</module>
+<!--        <module>hbase11xwriter</module>-->
+<!--        <module>hbase094xwriter</module>-->
+<!--        <module>hbase11xsqlwriter</module>-->
+<!--        <module>hbase11xsqlreader</module>-->
+<!--        <module>elasticsearchwriter</module>-->
+<!--        <module>tsdbwriter</module>-->
+<!--        <module>adbpgwriter</module>-->
+<!--        <module>gdbwriter</module>-->
+<!--        <module>cassandrawriter</module>-->
+<!--        <module>clickhousewriter</module>-->
+<!--        <module>oscarwriter</module>-->
+<!--        <module>oceanbasev10writer</module>-->
+
         <!-- common support module -->
         <module>plugin-rdbms-util</module>
         <module>plugin-unstructured-storage-util</module>
-        <module>hbase20xsqlreader</module>
-        <module>hbase20xsqlwriter</module>
-        <module>kuduwriter</module>
+<!--        <module>hbase20xsqlreader</module>-->
+<!--        <module>hbase20xsqlwriter</module>-->
+<!--        <module>kuduwriter</module>-->
+        <module>tdenginewriter</module>
     </modules>
 
     <dependencyManagement>
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
new file mode 100644
index 00000000..7cef9ac2
--- /dev/null
+++ b/tdenginewriter/pom.xml
@@ -0,0 +1,75 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <groupId>com.alibaba.datax.tdenginewriter</groupId>
+    <artifactId>tdenginewriter</artifactId>
+    <version>1.0.0</version>
+
+    <properties>
+        <maven.compiler.source>8</maven.compiler.source>
+        <maven.compiler.target>8</maven.compiler.target>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit-version}</version>
+            <scope>test</scope>
+        </dependency>
+
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+
+</project>
\ No newline at end of file
diff --git a/tdenginewriter/src/main/assembly/package.xml b/tdenginewriter/src/main/assembly/package.xml
new file mode 100755
index 00000000..f7a7d0bf
--- /dev/null
+++ b/tdenginewriter/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+          xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/writer/tdenginewriter</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>tdenginewriter-1.0.0.jar</include>
+            </includes>
+            <outputDirectory>plugin/writer/tdenginewriter</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/writer/tdenginewriter/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
new file mode 100644
index 00000000..5cbbf2ae
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
@@ -0,0 +1,83 @@
+package com.alibaba.datax.plugin.writer;
+
+import java.util.Properties;
+
+public class JniConnection {
+
+    private static final long JNI_NULL_POINTER = 0L;
+    private static final String PROPERTY_KEY_CONFIG_DIR = "cfgdir";
+    private static final String PROPERTY_KEY_LOCALE = "locale";
+    private static final String PROPERTY_KEY_CHARSET = "charset";
+    private static final String PROPERTY_KEY_TIME_ZONE = "timezone";
+
+    private long psql;
+
+    static {
+        System.loadLibrary("taos");
+    }
+
+    public JniConnection(Properties props) {
+        if (this.psql != JNI_NULL_POINTER) {
+            close();
+            this.psql = JNI_NULL_POINTER;
+        }
+
+        initImp(props.getProperty(PROPERTY_KEY_CONFIG_DIR, null));
+
+        String locale = props.getProperty(PROPERTY_KEY_LOCALE);
+        if (setOptions(0, locale) < 0) {
+            throw new RuntimeException("Failed to set locale: " + locale + ". System default will be used.");
+        }
+        String charset = props.getProperty(PROPERTY_KEY_CHARSET);
+        if (setOptions(1, charset) < 0) {
+            throw new RuntimeException("Failed to set charset: " + charset + ". System default will be used.");
+        }
+        String timezone = props.getProperty(PROPERTY_KEY_TIME_ZONE);
+        if (setOptions(2, timezone) < 0) {
+            throw new RuntimeException("Failed to set timezone: " + timezone + ". System default will be used.");
+        }
+    }
+
+    public long open(String host, int port, String dbname, String user, String password) {
+        if (this.psql != JNI_NULL_POINTER) {
+            close();
+            this.psql = JNI_NULL_POINTER;
+        }
+
+        this.psql = connectImp(host, port, dbname, user, password);
+        if (this.psql == JNI_NULL_POINTER) {
+            String errMsg = getErrMsgImp(0);
+            throw new RuntimeException(errMsg);
+        }
+        return this.psql;
+    }
+
+    public void close() {
+        int code = this.closeConnectionImp(this.psql);
+        if (code != 0) {
+            throw new RuntimeException("JNI closeConnection failed");
+        }
+        this.psql = JNI_NULL_POINTER;
+    }
+
+    private static native void initImp(String configDir);
+
+    private static native int setOptions(int optionIndex, String optionValue);
+
+    private static native String getTsCharset();
+
+    private native long connectImp(String host, int port, String dbName, String user, String password);
+
+    private native long executeQueryImp(byte[] sqlBytes, long connection);
+
+    private native int getErrCodeImp(long connection, long pSql);
+
+    private native String getErrMsgImp(long pSql);
+
+    private native int getAffectedRowsImp(long connection, long pSql);
+
+    private native int closeConnectionImp(long connection);
+
+    private native long insertOpentsdbJson(String json, long pSql);
+
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
new file mode 100644
index 00000000..184279e4
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
@@ -0,0 +1,113 @@
+package com.alibaba.datax.plugin.writer;
+
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+
+import java.io.BufferedWriter;
+import java.io.OutputStreamWriter;
+import java.nio.charset.StandardCharsets;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Properties;
+
+public class TDengineWriter extends Writer {
+
+    private static final String HOST = "host";
+    private static final String PORT = "port";
+    private static final String DBNAME = "dbname";
+    private static final String USER = "user";
+    private static final String PASSWORD = "password";
+
+    public static class Job extends Writer.Job {
+
+        private Configuration originalConfig;
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            List<Configuration> writerSplitConfigs = new ArrayList<Configuration>();
+            for (int i = 0; i < mandatoryNumber; i++) {
+                writerSplitConfigs.add(this.originalConfig);
+            }
+
+            return writerSplitConfigs;
+        }
+    }
+
+    public static class Task extends Writer.Task {
+        private static final String NEWLINE_FLAG = System.getProperty("line.separator", "\n");
+        private Configuration writerSliceConfig;
+        private String peerPluginName;
+
+        @Override
+        public void init() {
+            this.writerSliceConfig = getPluginJobConf();
+            this.peerPluginName = getPeerPluginName();
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public void startWrite(RecordReceiver lineReceiver) {
+
+            String host = this.writerSliceConfig.getString(HOST);
+            int port = this.writerSliceConfig.getInt(PORT);
+            String dbname = this.writerSliceConfig.getString(DBNAME);
+            String user = this.writerSliceConfig.getString(USER);
+            String password = this.writerSliceConfig.getString(PASSWORD);
+
+            JniConnection connection = new JniConnection(new Properties());
+            long psql = connection.open(host, port, dbname, user, password);
+            System.out.println("psql: " + psql);
+            connection.close();
+
+            try {
+                BufferedWriter writer = new BufferedWriter(new OutputStreamWriter(System.out, StandardCharsets.UTF_8));
+
+                Record record;
+                while ((record = lineReceiver.getFromReader()) != null) {
+                    writer.write(recordToString(record));
+                }
+                writer.flush();
+
+            } catch (Exception e) {
+                throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e);
+            }
+        }
+
+        private String recordToString(Record record) {
+            int recordLength = record.getColumnNumber();
+            if (0 == recordLength) {
+                return NEWLINE_FLAG;
+            }
+
+            Column column;
+            StringBuilder sb = new StringBuilder();
+            for (int i = 0; i < recordLength; i++) {
+                column = record.getColumn(i);
+                sb.append(column.asString()).append("\t");
+            }
+            sb.setLength(sb.length() - 1);
+            sb.append(NEWLINE_FLAG);
+
+            return sb.toString();
+        }
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriterErrorCode.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriterErrorCode.java
new file mode 100644
index 00000000..02e87079
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriterErrorCode.java
@@ -0,0 +1,31 @@
+package com.alibaba.datax.plugin.writer;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum TDengineWriterErrorCode implements ErrorCode {
+    RUNTIME_EXCEPTION("TDengineWriter-00", "运行时异常");
+
+    private final String code;
+    private final String description;
+
+    private TDengineWriterErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code,
+                this.description);
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
new file mode 100644
index 00000000..0a161b92
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
@@ -0,0 +1,87 @@
+/* DO NOT EDIT THIS FILE - it is machine generated */
+#include <jni.h>
+/* Header for class com_alibaba_datax_plugin_writer_JniConnection */
+
+#ifndef _Included_com_alibaba_datax_plugin_writer_JniConnection
+#define _Included_com_alibaba_datax_plugin_writer_JniConnection
+#ifdef __cplusplus
+extern "C" {
+#endif
+#undef com_alibaba_datax_plugin_writer_JniConnection_JNI_NULL_POINTER
+#define com_alibaba_datax_plugin_writer_JniConnection_JNI_NULL_POINTER 0LL
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    initImp
+ * Signature: (Ljava/lang/String;)V
+ */
+JNIEXPORT void JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_initImp
+  (JNIEnv *, jclass, jstring);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    setOptions
+ * Signature: (ILjava/lang/String;)I
+ */
+JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_setOptions
+  (JNIEnv *, jclass, jint, jstring);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getTsCharset
+ * Signature: ()Ljava/lang/String;
+ */
+JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getTsCharset
+  (JNIEnv *, jclass);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    connectImp
+ * Signature: (Ljava/lang/String;ILjava/lang/String;Ljava/lang/String;Ljava/lang/String;)J
+ */
+JNIEXPORT jlong JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_connectImp
+  (JNIEnv *, jobject, jstring, jint, jstring, jstring, jstring);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    executeQueryImp
+ * Signature: ([BJ)J
+ */
+JNIEXPORT jlong JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_executeQueryImp
+  (JNIEnv *, jobject, jbyteArray, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getErrCodeImp
+ * Signature: (JJ)I
+ */
+JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrCodeImp
+  (JNIEnv *, jobject, jlong, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getErrMsgImp
+ * Signature: (J)Ljava/lang/String;
+ */
+JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrMsgImp
+  (JNIEnv *, jobject, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getAffectedRowsImp
+ * Signature: (JJ)I
+ */
+JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getAffectedRowsImp
+  (JNIEnv *, jobject, jlong, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    closeConnectionImp
+ * Signature: (J)I
+ */
+JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_closeConnectionImp
+  (JNIEnv *, jobject, jlong);
+
+#ifdef __cplusplus
+}
+#endif
+#endif
diff --git a/tdenginewriter/src/main/resources/plugin.json b/tdenginewriter/src/main/resources/plugin.json
new file mode 100755
index 00000000..6c900a15
--- /dev/null
+++ b/tdenginewriter/src/main/resources/plugin.json
@@ -0,0 +1,9 @@
+{
+    "name": "tdenginewriter",
+    "class": "com.alibaba.datax.plugin.writer.TDengineWriter",
+    "description": {
+        "useScene": "data migration to tdengine",
+        "mechanism": "use JNI to write data to tdengine."
+    },
+    "developer": "zyyang-taosdata"
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/plugin_job_template.json b/tdenginewriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..5482b26e
--- /dev/null
+++ b/tdenginewriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,10 @@
+{
+    "name": "tdenginewriter",
+    "parameter": {
+        "host": "",
+        "port": 6030,
+        "db": "",
+        "user": "",
+        "password": ""
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
new file mode 100644
index 00000000..1c9f426f
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
@@ -0,0 +1,19 @@
+package com.alibaba.datax.plugin.writer;
+
+import org.junit.Test;
+
+import java.util.Properties;
+
+public class JniConnectionTest {
+
+    @Test
+    public void test() {
+        JniConnection connection = new JniConnection(new Properties());
+
+        long psql = connection.open("192.168.56.107", 6030, "log", "root", "taosdata");
+        System.out.println("psql: " + psql);
+
+        connection.close();
+    }
+
+}
\ No newline at end of file

From 5da6e34d5c877fbf4e9d57365912cfdffca5113e Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 12 Oct 2021 15:59:45 +0800
Subject: [PATCH 056/251] add maven plugin for junit test

---
 tdenginewriter/pom.xml | 17 +++++++++++++++++
 1 file changed, 17 insertions(+)

diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 7cef9ac2..2c294b8f 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -69,6 +69,23 @@
                     </execution>
                 </executions>
             </plugin>
+
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>2.12.4</version>
+                <configuration>
+                    <!-- 包含哪些测试用例 -->
+                    <includes>
+                        <include>**/*Test.java</include>
+                    </includes>
+                    <!-- 不包含哪些测试用例 -->
+                    <excludes>
+                    </excludes>
+                    <testFailureIgnore>true</testFailureIgnore>
+                </configuration>
+            </plugin>
+
         </plugins>
     </build>
 

From ff87a6bcff21f3fac853111bdee8cf4f0ac11464 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 12 Oct 2021 17:47:08 +0800
Subject: [PATCH 057/251] change test case

---
 .../com/alibaba/datax/plugin/writer/JniConnection.java | 10 ++++++++--
 .../alibaba/datax/plugin/writer/TDengineWriter.java    |  5 -----
 .../com_alibaba_datax_plugin_writer_JniConnection.h    |  8 ++++++++
 .../alibaba/datax/plugin/writer/JniConnectionTest.java |  6 ++++--
 4 files changed, 20 insertions(+), 9 deletions(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
index 5cbbf2ae..6c533ed8 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
@@ -38,7 +38,7 @@ public class JniConnection {
         }
     }
 
-    public long open(String host, int port, String dbname, String user, String password) {
+    public void open(String host, int port, String dbname, String user, String password) {
         if (this.psql != JNI_NULL_POINTER) {
             close();
             this.psql = JNI_NULL_POINTER;
@@ -49,7 +49,13 @@ public class JniConnection {
             String errMsg = getErrMsgImp(0);
             throw new RuntimeException(errMsg);
         }
-        return this.psql;
+    }
+
+    public long insertOpentsdbJson(String json) {
+        if (this.psql == JNI_NULL_POINTER) {
+            throw new RuntimeException("JNI connection is NULL");
+        }
+        return insertOpentsdbJson(json, this.psql);
     }
 
     public void close() {
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
index 184279e4..ee080f54 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
@@ -73,11 +73,6 @@ public class TDengineWriter extends Writer {
             String user = this.writerSliceConfig.getString(USER);
             String password = this.writerSliceConfig.getString(PASSWORD);
 
-            JniConnection connection = new JniConnection(new Properties());
-            long psql = connection.open(host, port, dbname, user, password);
-            System.out.println("psql: " + psql);
-            connection.close();
-
             try {
                 BufferedWriter writer = new BufferedWriter(new OutputStreamWriter(System.out, StandardCharsets.UTF_8));
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
index 0a161b92..58cac666 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
@@ -81,6 +81,14 @@ JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getAff
 JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_closeConnectionImp
   (JNIEnv *, jobject, jlong);
 
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    insertOpentsdbJson
+ * Signature: (Ljava/lang/String;J)J
+ */
+JNIEXPORT jlong JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_insertOpentsdbJson
+  (JNIEnv *, jobject, jstring, jlong);
+
 #ifdef __cplusplus
 }
 #endif
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
index 1c9f426f..87fa668d 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
@@ -10,8 +10,10 @@ public class JniConnectionTest {
     public void test() {
         JniConnection connection = new JniConnection(new Properties());
 
-        long psql = connection.open("192.168.56.107", 6030, "log", "root", "taosdata");
-        System.out.println("psql: " + psql);
+        connection.open("192.168.56.105", 6030, "log", "root", "taosdata");
+
+        String json = "{\"metric\":\"weather.temperature\",\"timestamp\":1609430400000,\"value\":123,\"tags\":{\"location\":\"beijing\",\"id\":123}}";
+        connection.insertOpentsdbJson(json);
 
         connection.close();
     }

From f6520cf06b4475ba2e36690e84e7af2979781552 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Wed, 13 Oct 2021 12:47:31 +0800
Subject: [PATCH 058/251] change

---
 .../datax/plugin/writer/JniConnection.java    | 31 ++++++++++++-------
 ...libaba_datax_plugin_writer_JniConnection.h | 10 ++++++
 .../plugin/writer/JniConnectionTest.java      |  2 +-
 3 files changed, 30 insertions(+), 13 deletions(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
index 6c533ed8..5512aaf9 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
@@ -5,21 +5,22 @@ import java.util.Properties;
 public class JniConnection {
 
     private static final long JNI_NULL_POINTER = 0L;
+    private static final int JNI_SUCCESSFUL = 0;
     private static final String PROPERTY_KEY_CONFIG_DIR = "cfgdir";
     private static final String PROPERTY_KEY_LOCALE = "locale";
     private static final String PROPERTY_KEY_CHARSET = "charset";
     private static final String PROPERTY_KEY_TIME_ZONE = "timezone";
 
-    private long psql;
+    private long conn;
 
     static {
         System.loadLibrary("taos");
     }
 
     public JniConnection(Properties props) {
-        if (this.psql != JNI_NULL_POINTER) {
+        if (this.conn != JNI_NULL_POINTER) {
             close();
-            this.psql = JNI_NULL_POINTER;
+            this.conn = JNI_NULL_POINTER;
         }
 
         initImp(props.getProperty(PROPERTY_KEY_CONFIG_DIR, null));
@@ -39,31 +40,35 @@ public class JniConnection {
     }
 
     public void open(String host, int port, String dbname, String user, String password) {
-        if (this.psql != JNI_NULL_POINTER) {
+        if (this.conn != JNI_NULL_POINTER) {
             close();
-            this.psql = JNI_NULL_POINTER;
+            this.conn = JNI_NULL_POINTER;
         }
 
-        this.psql = connectImp(host, port, dbname, user, password);
-        if (this.psql == JNI_NULL_POINTER) {
+        this.conn = connectImp(host, port, dbname, user, password);
+        if (this.conn == JNI_NULL_POINTER) {
             String errMsg = getErrMsgImp(0);
             throw new RuntimeException(errMsg);
         }
     }
 
-    public long insertOpentsdbJson(String json) {
-        if (this.psql == JNI_NULL_POINTER) {
+    public void insertOpentsdbJson(String json) {
+        if (this.conn == JNI_NULL_POINTER) {
             throw new RuntimeException("JNI connection is NULL");
         }
-        return insertOpentsdbJson(json, this.psql);
+        long code = insertOpentsdbJson(json, this.conn);
+        if (code != JNI_SUCCESSFUL) {
+            String errMsg = getErrMsgByCode(code);
+            throw new RuntimeException(errMsg);
+        }
     }
 
     public void close() {
-        int code = this.closeConnectionImp(this.psql);
+        int code = this.closeConnectionImp(this.conn);
         if (code != 0) {
             throw new RuntimeException("JNI closeConnection failed");
         }
-        this.psql = JNI_NULL_POINTER;
+        this.conn = JNI_NULL_POINTER;
     }
 
     private static native void initImp(String configDir);
@@ -80,6 +85,8 @@ public class JniConnection {
 
     private native String getErrMsgImp(long pSql);
 
+    private native String getErrMsgByCode(long code);
+
     private native int getAffectedRowsImp(long connection, long pSql);
 
     private native int closeConnectionImp(long connection);
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
index 58cac666..4bdf3639 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
@@ -9,6 +9,8 @@ extern "C" {
 #endif
 #undef com_alibaba_datax_plugin_writer_JniConnection_JNI_NULL_POINTER
 #define com_alibaba_datax_plugin_writer_JniConnection_JNI_NULL_POINTER 0LL
+#undef com_alibaba_datax_plugin_writer_JniConnection_JNI_SUCCESSFUL
+#define com_alibaba_datax_plugin_writer_JniConnection_JNI_SUCCESSFUL 0L
 /*
  * Class:     com_alibaba_datax_plugin_writer_JniConnection
  * Method:    initImp
@@ -65,6 +67,14 @@ JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErr
 JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrMsgImp
   (JNIEnv *, jobject, jlong);
 
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getErrMsgByCode
+ * Signature: (J)Ljava/lang/String;
+ */
+JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrMsgByCode
+  (JNIEnv *, jobject, jlong);
+
 /*
  * Class:     com_alibaba_datax_plugin_writer_JniConnection
  * Method:    getAffectedRowsImp
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
index 87fa668d..603931ef 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
@@ -10,7 +10,7 @@ public class JniConnectionTest {
     public void test() {
         JniConnection connection = new JniConnection(new Properties());
 
-        connection.open("192.168.56.105", 6030, "log", "root", "taosdata");
+        connection.open("192.168.56.105", 6030, "test", "root", "taosdata");
 
         String json = "{\"metric\":\"weather.temperature\",\"timestamp\":1609430400000,\"value\":123,\"tags\":{\"location\":\"beijing\",\"id\":123}}";
         connection.insertOpentsdbJson(json);

From 975096b676dc408ba311e4f74eda06876702c605 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Wed, 13 Oct 2021 17:02:43 +0800
Subject: [PATCH 059/251] change

---
 .../com/alibaba/datax/core/EngineTest.java    |  5 +-
 job/opentsdb2tdengine.json                    |  2 +-
 .../datax/plugin/writer/JniConnection.java    | 30 +++++-----
 .../datax/plugin/writer/TDengineWriter.java   | 59 +++++++++++++++----
 .../plugin/writer/JniConnectionTest.java      |  4 +-
 5 files changed, 69 insertions(+), 31 deletions(-)

diff --git a/core/src/test/java/com/alibaba/datax/core/EngineTest.java b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
index 3f36263b..47ce268e 100644
--- a/core/src/test/java/com/alibaba/datax/core/EngineTest.java
+++ b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
@@ -1,9 +1,12 @@
 package com.alibaba.datax.core;
 
 
+import org.junit.Test;
+
 public class EngineTest {
 
-    public static void main(String[] args) {
+    @Test
+    public void test() {
         System.out.println(System.getProperty("java.library.path"));
 //        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "/Users/yangzy/workspace/DataX/job/opentsdb2stream.json"};
         String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "/Users/yangzy/workspace/DataX/job/opentsdb2tdengine.json"};
diff --git a/job/opentsdb2tdengine.json b/job/opentsdb2tdengine.json
index cdf2277b..92c0f8e3 100644
--- a/job/opentsdb2tdengine.json
+++ b/job/opentsdb2tdengine.json
@@ -7,7 +7,7 @@
           "parameter": {
             "endpoint": "http://192.168.1.180:4242",
             "column": [
-              "weather.temperature"
+              "weather_temperature"
             ],
             "beginDateTime": "2021-01-01 00:00:00",
             "endDateTime": "2021-01-01 01:00:00"
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
index 5512aaf9..a8739c54 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
@@ -6,10 +6,10 @@ public class JniConnection {
 
     private static final long JNI_NULL_POINTER = 0L;
     private static final int JNI_SUCCESSFUL = 0;
-    private static final String PROPERTY_KEY_CONFIG_DIR = "cfgdir";
-    private static final String PROPERTY_KEY_LOCALE = "locale";
-    private static final String PROPERTY_KEY_CHARSET = "charset";
-    private static final String PROPERTY_KEY_TIME_ZONE = "timezone";
+    public static final String PROPERTY_KEY_CONFIG_DIR = "cfgdir";
+    public static final String PROPERTY_KEY_LOCALE = "locale";
+    public static final String PROPERTY_KEY_CHARSET = "charset";
+    public static final String PROPERTY_KEY_TIME_ZONE = "timezone";
 
     private long conn;
 
@@ -17,7 +17,7 @@ public class JniConnection {
         System.loadLibrary("taos");
     }
 
-    public JniConnection(Properties props) {
+    public JniConnection(Properties props) throws Exception {
         if (this.conn != JNI_NULL_POINTER) {
             close();
             this.conn = JNI_NULL_POINTER;
@@ -27,19 +27,19 @@ public class JniConnection {
 
         String locale = props.getProperty(PROPERTY_KEY_LOCALE);
         if (setOptions(0, locale) < 0) {
-            throw new RuntimeException("Failed to set locale: " + locale + ". System default will be used.");
+            throw new Exception("Failed to set locale: " + locale + ". System default will be used.");
         }
         String charset = props.getProperty(PROPERTY_KEY_CHARSET);
         if (setOptions(1, charset) < 0) {
-            throw new RuntimeException("Failed to set charset: " + charset + ". System default will be used.");
+            throw new Exception("Failed to set charset: " + charset + ". System default will be used.");
         }
         String timezone = props.getProperty(PROPERTY_KEY_TIME_ZONE);
         if (setOptions(2, timezone) < 0) {
-            throw new RuntimeException("Failed to set timezone: " + timezone + ". System default will be used.");
+            throw new Exception("Failed to set timezone: " + timezone + ". System default will be used.");
         }
     }
 
-    public void open(String host, int port, String dbname, String user, String password) {
+    public void open(String host, int port, String dbname, String user, String password) throws Exception {
         if (this.conn != JNI_NULL_POINTER) {
             close();
             this.conn = JNI_NULL_POINTER;
@@ -48,25 +48,25 @@ public class JniConnection {
         this.conn = connectImp(host, port, dbname, user, password);
         if (this.conn == JNI_NULL_POINTER) {
             String errMsg = getErrMsgImp(0);
-            throw new RuntimeException(errMsg);
+            throw new Exception(errMsg);
         }
     }
 
-    public void insertOpentsdbJson(String json) {
+    public void insertOpentsdbJson(String json) throws Exception {
         if (this.conn == JNI_NULL_POINTER) {
-            throw new RuntimeException("JNI connection is NULL");
+            throw new Exception("JNI connection is NULL");
         }
         long code = insertOpentsdbJson(json, this.conn);
         if (code != JNI_SUCCESSFUL) {
             String errMsg = getErrMsgByCode(code);
-            throw new RuntimeException(errMsg);
+            throw new Exception(errMsg);
         }
     }
 
-    public void close() {
+    public void close() throws Exception {
         int code = this.closeConnectionImp(this.conn);
         if (code != 0) {
-            throw new RuntimeException("JNI closeConnection failed");
+            throw new Exception("JNI closeConnection failed");
         }
         this.conn = JNI_NULL_POINTER;
     }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
index ee080f54..28fa4ca5 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
@@ -7,12 +7,12 @@ import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
-import java.io.BufferedWriter;
-import java.io.OutputStreamWriter;
-import java.nio.charset.StandardCharsets;
 import java.util.ArrayList;
 import java.util.List;
+import java.util.Optional;
 import java.util.Properties;
 
 public class TDengineWriter extends Writer {
@@ -22,6 +22,7 @@ public class TDengineWriter extends Writer {
     private static final String DBNAME = "dbname";
     private static final String USER = "user";
     private static final String PASSWORD = "password";
+    private static final String PEER_PLUGIN_NAME = "peerPluginName";
 
     public static class Job extends Writer.Job {
 
@@ -30,6 +31,7 @@ public class TDengineWriter extends Writer {
         @Override
         public void init() {
             this.originalConfig = super.getPluginJobConf();
+            this.originalConfig.set(PEER_PLUGIN_NAME, getPeerPluginName());
         }
 
         @Override
@@ -49,14 +51,14 @@ public class TDengineWriter extends Writer {
     }
 
     public static class Task extends Writer.Task {
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+
         private static final String NEWLINE_FLAG = System.getProperty("line.separator", "\n");
         private Configuration writerSliceConfig;
-        private String peerPluginName;
 
         @Override
         public void init() {
             this.writerSliceConfig = getPluginJobConf();
-            this.peerPluginName = getPeerPluginName();
         }
 
         @Override
@@ -67,22 +69,57 @@ public class TDengineWriter extends Writer {
         @Override
         public void startWrite(RecordReceiver lineReceiver) {
 
+
             String host = this.writerSliceConfig.getString(HOST);
             int port = this.writerSliceConfig.getInt(PORT);
             String dbname = this.writerSliceConfig.getString(DBNAME);
             String user = this.writerSliceConfig.getString(USER);
             String password = this.writerSliceConfig.getString(PASSWORD);
 
-            try {
-                BufferedWriter writer = new BufferedWriter(new OutputStreamWriter(System.out, StandardCharsets.UTF_8));
+            Properties properties = new Properties();
+            String cfgdir = this.writerSliceConfig.getString(JniConnection.PROPERTY_KEY_CONFIG_DIR);
+            if (cfgdir != null && !cfgdir.isEmpty()) {
+                properties.setProperty(JniConnection.PROPERTY_KEY_CONFIG_DIR, cfgdir);
+            }
+            String timezone = this.writerSliceConfig.getString(JniConnection.PROPERTY_KEY_TIME_ZONE);
+            if (timezone != null && !timezone.isEmpty()) {
+                properties.setProperty(JniConnection.PROPERTY_KEY_TIME_ZONE, timezone);
+            }
+            String locale = this.writerSliceConfig.getString(JniConnection.PROPERTY_KEY_LOCALE);
+            if (locale != null && !locale.isEmpty()) {
+                properties.setProperty(JniConnection.PROPERTY_KEY_LOCALE, locale);
+            }
+            String charset = this.writerSliceConfig.getString(JniConnection.PROPERTY_KEY_CHARSET);
+            if (charset != null && !charset.isEmpty()) {
+                properties.setProperty(JniConnection.PROPERTY_KEY_CHARSET, charset);
+            }
 
+            String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
+            if (peerPluginName.equals("opentsdbreader")) {
+                try {
+                    JniConnection conn = new JniConnection(properties);
+                    conn.open(host, port, dbname, user, password);
+                    LOG.info("TDengine connection established, host: " + host + ", port: " + port + ", dbname: " + dbname + ", user: " + user);
+                    writeOpentsdb(lineReceiver, conn);
+                    conn.close();
+                    LOG.info("TDengine connection closed");
+                } catch (Exception e) {
+                    LOG.error(e.getMessage());
+                    e.printStackTrace();
+                }
+            }
+        }
+
+        private void writeOpentsdb(RecordReceiver lineReceiver, JniConnection conn) {
+            try {
                 Record record;
                 while ((record = lineReceiver.getFromReader()) != null) {
-                    writer.write(recordToString(record));
+                    String jsonData = recordToString(record);
+                    LOG.debug(">>> " + jsonData);
+                    conn.insertOpentsdbJson(jsonData);
                 }
-                writer.flush();
-
             } catch (Exception e) {
+                LOG.error("TDengineWriter ERROR: " + e.getMessage());
                 throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e);
             }
         }
@@ -92,7 +129,6 @@ public class TDengineWriter extends Writer {
             if (0 == recordLength) {
                 return NEWLINE_FLAG;
             }
-
             Column column;
             StringBuilder sb = new StringBuilder();
             for (int i = 0; i < recordLength; i++) {
@@ -101,7 +137,6 @@ public class TDengineWriter extends Writer {
             }
             sb.setLength(sb.length() - 1);
             sb.append(NEWLINE_FLAG);
-
             return sb.toString();
         }
     }
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
index 603931ef..040cf34c 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
@@ -7,12 +7,12 @@ import java.util.Properties;
 public class JniConnectionTest {
 
     @Test
-    public void test() {
+    public void test() throws Exception {
         JniConnection connection = new JniConnection(new Properties());
 
         connection.open("192.168.56.105", 6030, "test", "root", "taosdata");
 
-        String json = "{\"metric\":\"weather.temperature\",\"timestamp\":1609430400000,\"value\":123,\"tags\":{\"location\":\"beijing\",\"id\":123}}";
+        String json = "{\"metric\":\"weather_temperature\",\"timestamp\":1609430400000,\"value\":123,\"tags\":{\"location\":\"beijing\",\"id\":\"t123\"}}";
         connection.insertOpentsdbJson(json);
 
         connection.close();

From 9121b7d3c59b0c079aabe69596ad9b01b9f3ed66 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Wed, 13 Oct 2021 17:12:02 +0800
Subject: [PATCH 060/251] change test cases

---
 {job => core/src/main/job}/opentsdb2stream.json           | 0
 {job => core/src/main/job}/opentsdb2tdengine.json         | 0
 core/src/test/java/com/alibaba/datax/core/EngineTest.java | 5 ++---
 3 files changed, 2 insertions(+), 3 deletions(-)
 rename {job => core/src/main/job}/opentsdb2stream.json (100%)
 rename {job => core/src/main/job}/opentsdb2tdengine.json (100%)

diff --git a/job/opentsdb2stream.json b/core/src/main/job/opentsdb2stream.json
similarity index 100%
rename from job/opentsdb2stream.json
rename to core/src/main/job/opentsdb2stream.json
diff --git a/job/opentsdb2tdengine.json b/core/src/main/job/opentsdb2tdengine.json
similarity index 100%
rename from job/opentsdb2tdengine.json
rename to core/src/main/job/opentsdb2tdengine.json
diff --git a/core/src/test/java/com/alibaba/datax/core/EngineTest.java b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
index 47ce268e..bbc5bdc5 100644
--- a/core/src/test/java/com/alibaba/datax/core/EngineTest.java
+++ b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
@@ -8,9 +8,8 @@ public class EngineTest {
     @Test
     public void test() {
         System.out.println(System.getProperty("java.library.path"));
-//        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "/Users/yangzy/workspace/DataX/job/opentsdb2stream.json"};
-        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "/Users/yangzy/workspace/DataX/job/opentsdb2tdengine.json"};
-        System.setProperty("datax.home", "/Users/yangzy/workspace/DataX/target/datax/datax");
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/main/job/opentsdb2tdengine.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
         try {
             Engine.entry(params);
         } catch (Throwable e) {

From c5d64c00a9c99812737698e0edf1fcbeddf0b134 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Wed, 13 Oct 2021 17:21:36 +0800
Subject: [PATCH 061/251] change

---
 core/src/main/job/opentsdb2tdengine.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/src/main/job/opentsdb2tdengine.json b/core/src/main/job/opentsdb2tdengine.json
index 92c0f8e3..dd332202 100644
--- a/core/src/main/job/opentsdb2tdengine.json
+++ b/core/src/main/job/opentsdb2tdengine.json
@@ -18,7 +18,7 @@
           "parameter": {
             "host": "192.168.56.105",
             "port": 6030,
-            "db": "test",
+            "dbname": "test",
             "user": "root",
             "password": "taosdata"
           }

From a3aa8e31eb72f19c15f8f2e419a19eadbc4c73af Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Thu, 14 Oct 2021 21:48:44 +0800
Subject: [PATCH 062/251] optimize columns with backquotes

---
 .../starrockswriter/manager/StarRocksStreamLoadVisitor.java    | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index 656f4020..847635c8 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -26,6 +26,7 @@ import org.slf4j.LoggerFactory;
 
 import java.util.List;
 import java.util.Map;
+import java.util.stream.Collectors;
 
  
 public class StarRocksStreamLoadVisitor {
@@ -137,7 +138,7 @@ public class StarRocksStreamLoadVisitor {
             HttpPut httpPut = new HttpPut(loadUrl);
             List<String> cols = writerOptions.getColumns();
             if (null != cols && !cols.isEmpty()) {
-                httpPut.setHeader("columns", String.join(",", cols));
+                httpPut.setHeader("columns", String.join(",", cols.stream().map(f -> String.format("`%s`", f)).collect(Collectors.toList())));
             }
             if (null != writerOptions.getLoadProps()) {
                 for (Map.Entry<String, Object> entry : writerOptions.getLoadProps().entrySet()) {

From 08cc6dbdca60d1f193614b5de9ecac95bc42828d Mon Sep 17 00:00:00 2001
From: wxpang <90431887+wxpang@users.noreply.github.com>
Date: Fri, 15 Oct 2021 09:31:29 +0800
Subject: [PATCH 063/251] Update PostgresqlWriter.java
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

添加bigserial的类型转换
---
 .../datax/plugin/writer/postgresqlwriter/PostgresqlWriter.java  | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/postgresqlwriter/src/main/java/com/alibaba/datax/plugin/writer/postgresqlwriter/PostgresqlWriter.java b/postgresqlwriter/src/main/java/com/alibaba/datax/plugin/writer/postgresqlwriter/PostgresqlWriter.java
index 22dc0c1e..2d38db35 100755
--- a/postgresqlwriter/src/main/java/com/alibaba/datax/plugin/writer/postgresqlwriter/PostgresqlWriter.java
+++ b/postgresqlwriter/src/main/java/com/alibaba/datax/plugin/writer/postgresqlwriter/PostgresqlWriter.java
@@ -67,6 +67,8 @@ public class PostgresqlWriter extends Writer {
 				public String calcValueHolder(String columnType){
 					if("serial".equalsIgnoreCase(columnType)){
 						return "?::int";
+					}else if("bigserial".equalsIgnoreCase(columnType)){
+						return "?::int8";
 					}else if("bit".equalsIgnoreCase(columnType)){
 						return "?::bit varying";
 					}

From 46f37648012855085db82dbc3f7d9c6a09478b8c Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Fri, 15 Oct 2021 11:32:07 +0800
Subject: [PATCH 064/251] modify release version

---
 starrockswriter/pom.xml                       | 2 +-
 starrockswriter/src/main/assembly/package.xml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/starrockswriter/pom.xml b/starrockswriter/pom.xml
index 9398b9ff..fcfeb5b3 100755
--- a/starrockswriter/pom.xml
+++ b/starrockswriter/pom.xml
@@ -8,7 +8,7 @@
 	</parent>
 	<artifactId>starrockswriter</artifactId>
 	<name>starrockswriter</name>
-    <version>1.1.0</version>
+    <version>release</version>
 	<packaging>jar</packaging>
 
 	<dependencies>
diff --git a/starrockswriter/src/main/assembly/package.xml b/starrockswriter/src/main/assembly/package.xml
index c63845b4..afb5cd5b 100755
--- a/starrockswriter/src/main/assembly/package.xml
+++ b/starrockswriter/src/main/assembly/package.xml
@@ -19,7 +19,7 @@
 		<fileSet>
 			<directory>target/</directory>
 			<includes>
-				<include>starrockswriter-1.1.0.jar</include>
+				<include>starrockswriter-release.jar</include>
 			</includes>
 			<outputDirectory>plugin/writer/starrockswriter</outputDirectory>
 		</fileSet>

From bee91f54017a8970441643a358b0a27838cbb0e4 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Fri, 15 Oct 2021 11:40:41 +0800
Subject: [PATCH 065/251] a

---
 .github/workflows/release.yml | 1 +
 build.sh                      | 1 +
 2 files changed, 2 insertions(+)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 27435856..8db50270 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -20,6 +20,7 @@ jobs:
           fetch-depth: 0
       - run: |
           git checkout main
+          rm -rf target
           mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip=true
           cd target/datax/datax/plugin/writer/
           tar -czvf starrockswriter.tar.gz starrockswriter
diff --git a/build.sh b/build.sh
index 609aa2bb..d8574e17 100755
--- a/build.sh
+++ b/build.sh
@@ -1,5 +1,6 @@
 ShellDir="$( cd "$( dirname "$0"  )" && pwd  )"
 cd $ShellDir
+rm -rf target
 mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip=true
 rm -f starrockswriter.tar.gz
 cd target/datax/datax/plugin/writer/

From fa4505775df1b03169ed024a5091e4777bc149d5 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Fri, 15 Oct 2021 13:09:05 +0800
Subject: [PATCH 066/251] fix release script

---
 .github/workflows/release.yml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 8db50270..f26d8e32 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -19,7 +19,7 @@ jobs:
         with:
           fetch-depth: 0
       - run: |
-          git checkout main
+          git checkout main && git pull origin main
           rm -rf target
           mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip=true
           cd target/datax/datax/plugin/writer/

From 0d5c8fc765b8a362f085e70826d7934447f6a8c9 Mon Sep 17 00:00:00 2001
From: kongxiaohan <kongxiaohan@longfor.com>
Date: Sat, 16 Oct 2021 18:10:51 +0800
Subject: [PATCH 067/251] modified a mistake description for rdbmsreader

---
 rdbmsreader/doc/rdbmsreader.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/rdbmsreader/doc/rdbmsreader.md b/rdbmsreader/doc/rdbmsreader.md
index dd3039e9..fd8ae103 100644
--- a/rdbmsreader/doc/rdbmsreader.md
+++ b/rdbmsreader/doc/rdbmsreader.md
@@ -138,7 +138,7 @@ RDBMSReader插件实现了从RDBMS读取数据。在底层实现上，RDBMSReade
   
 	**rdbmswriter如何增加新的数据库支持:**  
 	
-	- 进入rdbmsreader对应目录，这里${DATAX_HOME}为DataX主目录，即: ${DATAX_HOME}/plugin/reader/rdbmswriter
+	- 进入rdbmsreader对应目录，这里${DATAX_HOME}为DataX主目录，即: ${DATAX_HOME}/plugin/reader/rdbmsreader
 	- 在rdbmsreader插件目录下有plugin.json配置文件，在此文件中注册您具体的数据库驱动，具体放在drivers数组中。rdbmsreader插件在任务执行时会动态选择合适的数据库驱动连接数据库。
 
 

From 5e54aee590f7ad5970b28c011d8c0e34d00c09ab Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 19 Oct 2021 15:40:11 +0800
Subject: [PATCH 068/251] tdenginewriter support batch write

---
 core/src/main/job/opentsdb2tdengine.json      |   3 +-
 tdenginewriter/doc/tdenginewriter.md          | 151 ++++++++++++++++++
 .../datax/plugin/writer/JniConnection.java    |   5 -
 .../com/alibaba/datax/plugin/writer/Key.java  |  11 ++
 .../datax/plugin/writer/TDengineWriter.java   |  77 ++++-----
 5 files changed, 205 insertions(+), 42 deletions(-)
 create mode 100644 tdenginewriter/doc/tdenginewriter.md
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/Key.java

diff --git a/core/src/main/job/opentsdb2tdengine.json b/core/src/main/job/opentsdb2tdengine.json
index dd332202..377b98c9 100644
--- a/core/src/main/job/opentsdb2tdengine.json
+++ b/core/src/main/job/opentsdb2tdengine.json
@@ -20,7 +20,8 @@
             "port": 6030,
             "dbname": "test",
             "user": "root",
-            "password": "taosdata"
+            "password": "taosdata",
+            "batchSize": 1000
           }
         }
       }
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
new file mode 100644
index 00000000..8e55b189
--- /dev/null
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -0,0 +1,151 @@
+# DataX TDengineWriter
+
+## 1 快速介绍
+
+TDengineWriter 插件实现了写入数据到 TDengine 的功能。 在底层实现上， TDengineWriter 通过 JNI的方式调用libtaos.so/tao.dll中的方法，连接 TDengine
+数据库实例，并执行schemaless的写入。 TDengineWriter 面向ETL开发工程师，他们使用 TDengineWriter 从数仓导入数据到 TDengine。同时，TDengineWriter
+亦可以作为数据迁移工具为DBA等用户提供服务。
+
+## 2 实现原理
+
+TDengineWriter 通过 DataX 框架获取 Reader
+生成的协议数据，根据reader的类型解析数据，通过JNI方式调用libtaos.so（或taos.dll）中的方法，使用schemaless的方式写入到TDengine。
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+* 这里使用一份从OpenTSDB产生到 TDengine 导入的数据。
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "opentsdbreader",
+          "parameter": {
+            "endpoint": "http://192.168.1.180:4242",
+            "column": [
+              "weather_temperature"
+            ],
+            "beginDateTime": "2021-01-01 00:00:00",
+            "endDateTime": "2021-01-01 01:00:00"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.1.180",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata"
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+### 3.2 参数说明
+
+* **host**
+    * 描述：TDengine实例的host。
+
+        * 必选：是 <br />
+
+        * 默认值：无 <br />
+* **port**
+    * 描述：TDengine实例的port。
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **dbname**
+    * 描述：目的数据库的名称。
+
+    * 必选：是 <br />
+
+    * 默认值：无 <br />
+* **username**
+    * 描述：TDengine实例的用户名 <br />
+        * 必选：是 <br />
+        * 默认值：无 <br />
+* **password**
+    * 描述：TDengine实例的密码 <br />
+        * 必选：是 <br />
+        * 默认值：无 <br />
+
+### 3.3 类型转换
+
+目前，由于opentsdbreader将opentsdb的数据统一读取为json字符串，TDengineWriter 在做Opentsdb到TDengine的迁移时，按照以下类型进行处理：
+
+| OpenTSDB数据类型 | DataX 内部类型| TDengine 数据类型 |
+| -------- | -----  | -------- |
+| timestamp        | Date           | timestamp         |
+| Integer（value） | Double         | double            |
+| Float（value） | Double | double            |
+| String（value） | String   | binary            |
+| Integer（tag）   | String         | binary            |
+| Float（tag） | String |binary |
+| String（tag） | String |binary |
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+
+建表语句：
+
+单行记录类似于：
+
+#### 4.1.2 机器参数
+
+* 执行DataX的机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc: DataX 数据不落磁盘，不统计此项
+
+* TDengine数据库机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc:
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+#### 4.2.1 单表测试报告
+
+| 通道数| DataX速度(Rec/s)|DataX流量(MB/s)| DataX机器网卡流出流量(MB/s)|DataX机器运行负载|DB网卡进入流量(MB/s)|DB运行负载|DB TPS|
+|--------| --------|--------|--------|--------|--------|--------|--------|
+|1|                  |                 |                             |                   |                      |            |        |
+|4|                  |                 |                             |                   |                      |            |        |
+|8|                  |                 |                             |                   |                      |            |        |
+|16|                  |                 |                             |                   |                      |            |        |
+|32|                  |                 |                             |                   |                      |            |        |
+
+说明：
+
+1. 这里的单表，主键类型为 bigint(20),自增。
+2. batchSize 和 通道个数，对性能影响较大。
+3. 16通道，4096批量提交时，出现 full gc 2次。
+
+#### 4.2.4 性能测试小结
+
+1.
+2.
+
+## 5 约束限制
+
+## FAQ
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
index a8739c54..b1670633 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
@@ -18,11 +18,6 @@ public class JniConnection {
     }
 
     public JniConnection(Properties props) throws Exception {
-        if (this.conn != JNI_NULL_POINTER) {
-            close();
-            this.conn = JNI_NULL_POINTER;
-        }
-
         initImp(props.getProperty(PROPERTY_KEY_CONFIG_DIR, null));
 
         String locale = props.getProperty(PROPERTY_KEY_LOCALE);
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/Key.java
new file mode 100644
index 00000000..b240bce4
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/Key.java
@@ -0,0 +1,11 @@
+package com.alibaba.datax.plugin.writer;
+
+public class Key {
+    public static final String HOST = "host";
+    public static final String PORT = "port";
+    public static final String DBNAME = "dbname";
+    public static final String USER = "user";
+    public static final String PASSWORD = "password";
+    public static final String BATCH_SIZE = "batchSize";
+
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
index 28fa4ca5..60c76522 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
@@ -10,19 +10,12 @@ import com.alibaba.datax.common.util.Configuration;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Optional;
-import java.util.Properties;
+import java.util.*;
 
 public class TDengineWriter extends Writer {
 
-    private static final String HOST = "host";
-    private static final String PORT = "port";
-    private static final String DBNAME = "dbname";
-    private static final String USER = "user";
-    private static final String PASSWORD = "password";
     private static final String PEER_PLUGIN_NAME = "peerPluginName";
+    private static final String DEFAULT_BATCH_SIZE = "1";
 
     public static class Job extends Writer.Job {
 
@@ -45,7 +38,6 @@ public class TDengineWriter extends Writer {
             for (int i = 0; i < mandatoryNumber; i++) {
                 writerSplitConfigs.add(this.originalConfig);
             }
-
             return writerSplitConfigs;
         }
     }
@@ -68,53 +60,66 @@ public class TDengineWriter extends Writer {
 
         @Override
         public void startWrite(RecordReceiver lineReceiver) {
-
-
-            String host = this.writerSliceConfig.getString(HOST);
-            int port = this.writerSliceConfig.getInt(PORT);
-            String dbname = this.writerSliceConfig.getString(DBNAME);
-            String user = this.writerSliceConfig.getString(USER);
-            String password = this.writerSliceConfig.getString(PASSWORD);
-
+            Set<String> keys = this.writerSliceConfig.getKeys();
             Properties properties = new Properties();
-            String cfgdir = this.writerSliceConfig.getString(JniConnection.PROPERTY_KEY_CONFIG_DIR);
-            if (cfgdir != null && !cfgdir.isEmpty()) {
-                properties.setProperty(JniConnection.PROPERTY_KEY_CONFIG_DIR, cfgdir);
-            }
-            String timezone = this.writerSliceConfig.getString(JniConnection.PROPERTY_KEY_TIME_ZONE);
-            if (timezone != null && !timezone.isEmpty()) {
-                properties.setProperty(JniConnection.PROPERTY_KEY_TIME_ZONE, timezone);
-            }
-            String locale = this.writerSliceConfig.getString(JniConnection.PROPERTY_KEY_LOCALE);
-            if (locale != null && !locale.isEmpty()) {
-                properties.setProperty(JniConnection.PROPERTY_KEY_LOCALE, locale);
-            }
-            String charset = this.writerSliceConfig.getString(JniConnection.PROPERTY_KEY_CHARSET);
-            if (charset != null && !charset.isEmpty()) {
-                properties.setProperty(JniConnection.PROPERTY_KEY_CHARSET, charset);
+            for (String key : keys) {
+                String value = this.writerSliceConfig.getString(key);
+                properties.setProperty(key, value);
             }
 
             String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
             if (peerPluginName.equals("opentsdbreader")) {
+                // opentsdb json protocol use JNI and schemaless API to write
+
+                String host = properties.getProperty(Key.HOST);
+                int port = Integer.parseInt(properties.getProperty(Key.PORT));
+                String dbname = properties.getProperty(Key.DBNAME);
+                String user = properties.getProperty(Key.USER);
+                String password = properties.getProperty(Key.PASSWORD);
+
                 try {
                     JniConnection conn = new JniConnection(properties);
                     conn.open(host, port, dbname, user, password);
                     LOG.info("TDengine connection established, host: " + host + ", port: " + port + ", dbname: " + dbname + ", user: " + user);
-                    writeOpentsdb(lineReceiver, conn);
+
+                    int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, DEFAULT_BATCH_SIZE));
+                    writeOpentsdb(lineReceiver, conn, batchSize);
                     conn.close();
                     LOG.info("TDengine connection closed");
                 } catch (Exception e) {
                     LOG.error(e.getMessage());
                     e.printStackTrace();
                 }
+            } else {
+                // other
             }
         }
 
-        private void writeOpentsdb(RecordReceiver lineReceiver, JniConnection conn) {
+        private void writeOpentsdb(RecordReceiver lineReceiver, JniConnection conn, int batchSize) {
             try {
                 Record record;
+                StringBuilder sb = new StringBuilder();
+                long recordIndex = 1;
                 while ((record = lineReceiver.getFromReader()) != null) {
-                    String jsonData = recordToString(record);
+                    if (batchSize == 1) {
+                        String jsonData = recordToString(record);
+                        LOG.debug(">>> " + jsonData);
+                        conn.insertOpentsdbJson(jsonData);
+                    } else if (recordIndex % batchSize == 1) {
+                        sb.append("[").append(recordToString(record)).append(",");
+                    } else if (recordIndex % batchSize == 0) {
+                        sb.append(recordToString(record)).append("]");
+                        String jsonData = sb.toString();
+                        LOG.debug(">>> " + jsonData);
+                        conn.insertOpentsdbJson(jsonData);
+                        sb.delete(0, sb.length());
+                    } else {
+                        sb.append(recordToString(record)).append(",");
+                    }
+                    recordIndex++;
+                }
+                if (sb.length() != 0 && sb.charAt(0) == '[') {
+                    String jsonData = sb.deleteCharAt(sb.length() - 1).append("]").toString();
                     LOG.debug(">>> " + jsonData);
                     conn.insertOpentsdbJson(jsonData);
                 }

From ab526ca5c4d4c846277224cb122fec581d3f368c Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 19 Oct 2021 15:58:47 +0800
Subject: [PATCH 069/251] tdenginewriter

---
 .../datax/plugin/writer/TDengineWriter.java   | 19 +++++++++++--------
 1 file changed, 11 insertions(+), 8 deletions(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
index 60c76522..9dc42d9d 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
@@ -45,7 +45,6 @@ public class TDengineWriter extends Writer {
     public static class Task extends Writer.Task {
         private static final Logger LOG = LoggerFactory.getLogger(Job.class);
 
-        private static final String NEWLINE_FLAG = System.getProperty("line.separator", "\n");
         private Configuration writerSliceConfig;
 
         @Override
@@ -70,25 +69,30 @@ public class TDengineWriter extends Writer {
             String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
             if (peerPluginName.equals("opentsdbreader")) {
                 // opentsdb json protocol use JNI and schemaless API to write
-
                 String host = properties.getProperty(Key.HOST);
                 int port = Integer.parseInt(properties.getProperty(Key.PORT));
                 String dbname = properties.getProperty(Key.DBNAME);
                 String user = properties.getProperty(Key.USER);
                 String password = properties.getProperty(Key.PASSWORD);
 
+                JniConnection conn = null;
                 try {
-                    JniConnection conn = new JniConnection(properties);
+                    conn = new JniConnection(properties);
                     conn.open(host, port, dbname, user, password);
                     LOG.info("TDengine connection established, host: " + host + ", port: " + port + ", dbname: " + dbname + ", user: " + user);
-
                     int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, DEFAULT_BATCH_SIZE));
                     writeOpentsdb(lineReceiver, conn, batchSize);
-                    conn.close();
-                    LOG.info("TDengine connection closed");
                 } catch (Exception e) {
                     LOG.error(e.getMessage());
                     e.printStackTrace();
+                } finally {
+                    try {
+                        if (conn != null)
+                            conn.close();
+                    } catch (Exception e) {
+                        e.printStackTrace();
+                    }
+                    LOG.info("TDengine connection closed");
                 }
             } else {
                 // other
@@ -132,7 +136,7 @@ public class TDengineWriter extends Writer {
         private String recordToString(Record record) {
             int recordLength = record.getColumnNumber();
             if (0 == recordLength) {
-                return NEWLINE_FLAG;
+                return "";
             }
             Column column;
             StringBuilder sb = new StringBuilder();
@@ -141,7 +145,6 @@ public class TDengineWriter extends Writer {
                 sb.append(column.asString()).append("\t");
             }
             sb.setLength(sb.length() - 1);
-            sb.append(NEWLINE_FLAG);
             return sb.toString();
         }
     }

From 7d9543105de02c68a26f088a13024994452c25ca Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Wed, 20 Oct 2021 14:21:50 +0800
Subject: [PATCH 070/251] data handle use stratgy pattern

---
 core/src/main/job/stream2tdengine.json        | 56 +++++++++++
 .../com/alibaba/datax/core/EngineTest.java    |  3 +-
 .../datax/plugin/writer/DataHandler.java      | 10 ++
 .../plugin/writer/DataHandlerFactory.java     | 10 ++
 .../plugin/writer/DefaultDataHandler.java     | 34 +++++++
 .../plugin/writer/OpentsdbDataHandler.java    | 98 +++++++++++++++++++
 .../datax/plugin/writer/TDengineWriter.java   | 91 ++---------------
 7 files changed, 218 insertions(+), 84 deletions(-)
 create mode 100644 core/src/main/job/stream2tdengine.json
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java

diff --git a/core/src/main/job/stream2tdengine.json b/core/src/main/job/stream2tdengine.json
new file mode 100644
index 00000000..6af68323
--- /dev/null
+++ b/core/src/main/job/stream2tdengine.json
@@ -0,0 +1,56 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "streamreader",
+          "parameter": {
+            "column": [
+              {
+                "random": "2021-01-01 00:00:00, 2021-01-01 23:59:59",
+                "type": "date"
+              },
+              {
+                "random": "0, 10000",
+                "type": "long"
+              },
+              {
+                "random": "0, 10",
+                "type": "string"
+              },
+              {
+                "random": "0, 5",
+                "type": "bool"
+              },
+              {
+                "random": "0, 10",
+                "type": "double"
+              },
+              {
+                "random": "0, 10",
+                "type": "bytes"
+              }
+            ],
+            "sliceRecordCount": 100
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.56.105",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata",
+            "batchSize": 1000
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/core/src/test/java/com/alibaba/datax/core/EngineTest.java b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
index bbc5bdc5..92c50a77 100644
--- a/core/src/test/java/com/alibaba/datax/core/EngineTest.java
+++ b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
@@ -8,7 +8,8 @@ public class EngineTest {
     @Test
     public void test() {
         System.out.println(System.getProperty("java.library.path"));
-        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/main/job/opentsdb2tdengine.json"};
+//        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/main/job/opentsdb2tdengine.json"};
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/main/job/stream2tdengine.json"};
         System.setProperty("datax.home", "../target/datax/datax");
         try {
             Engine.entry(params);
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java
new file mode 100644
index 00000000..94d1db30
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java
@@ -0,0 +1,10 @@
+package com.alibaba.datax.plugin.writer;
+
+import com.alibaba.datax.common.plugin.RecordReceiver;
+
+import java.util.Properties;
+
+public interface DataHandler {
+
+    long handle(RecordReceiver lineReceiver, Properties properties);
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java
new file mode 100644
index 00000000..a488e7d5
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java
@@ -0,0 +1,10 @@
+package com.alibaba.datax.plugin.writer;
+
+public class DataHandlerFactory {
+
+    public static DataHandler build(String peerPluginName) {
+        if (peerPluginName.equals("opentsdbreader"))
+            return new OpentsdbDataHandler();
+        return new DefaultDataHandler();
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java
new file mode 100644
index 00000000..a1d52d75
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java
@@ -0,0 +1,34 @@
+package com.alibaba.datax.plugin.writer;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.Properties;
+
+public class DefaultDataHandler implements DataHandler {
+    private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
+
+    @Override
+    public long handle(RecordReceiver lineReceiver, Properties properties) {
+        long count = 0;
+        Record record;
+        while ((record = lineReceiver.getFromReader()) != null) {
+
+            int recordLength = record.getColumnNumber();
+            StringBuilder sb = new StringBuilder();
+            for (int i = 0; i < recordLength; i++) {
+                Column column = record.getColumn(i);
+                sb.append(column.asString()).append("\t");
+            }
+            sb.setLength(sb.length() - 1);
+            LOG.debug(sb.toString());
+
+            count++;
+        }
+        return count;
+    }
+
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java
new file mode 100644
index 00000000..599e5f3e
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java
@@ -0,0 +1,98 @@
+package com.alibaba.datax.plugin.writer;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.Properties;
+
+public class OpentsdbDataHandler implements DataHandler {
+    private static final Logger LOG = LoggerFactory.getLogger(OpentsdbDataHandler.class);
+    private static final String DEFAULT_BATCH_SIZE = "1";
+
+    @Override
+    public long handle(RecordReceiver lineReceiver, Properties properties) {
+        // opentsdb json protocol use JNI and schemaless API to write
+        String host = properties.getProperty(Key.HOST);
+        int port = Integer.parseInt(properties.getProperty(Key.PORT));
+        String dbname = properties.getProperty(Key.DBNAME);
+        String user = properties.getProperty(Key.USER);
+        String password = properties.getProperty(Key.PASSWORD);
+
+        JniConnection conn = null;
+        long count = 0;
+        try {
+            conn = new JniConnection(properties);
+            conn.open(host, port, dbname, user, password);
+            LOG.info("TDengine connection established, host: " + host + ", port: " + port + ", dbname: " + dbname + ", user: " + user);
+            int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, DEFAULT_BATCH_SIZE));
+            count = writeOpentsdb(lineReceiver, conn, batchSize);
+        } catch (Exception e) {
+            LOG.error(e.getMessage());
+            e.printStackTrace();
+        } finally {
+            try {
+                if (conn != null)
+                    conn.close();
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+            LOG.info("TDengine connection closed");
+        }
+
+        return count;
+    }
+
+    private long writeOpentsdb(RecordReceiver lineReceiver, JniConnection conn, int batchSize) {
+        long recordIndex = 1;
+        try {
+            Record record;
+            StringBuilder sb = new StringBuilder();
+            while ((record = lineReceiver.getFromReader()) != null) {
+                if (batchSize == 1) {
+                    String jsonData = recordToString(record);
+                    LOG.debug(">>> " + jsonData);
+                    conn.insertOpentsdbJson(jsonData);
+                } else if (recordIndex % batchSize == 1) {
+                    sb.append("[").append(recordToString(record)).append(",");
+                } else if (recordIndex % batchSize == 0) {
+                    sb.append(recordToString(record)).append("]");
+                    String jsonData = sb.toString();
+                    LOG.debug(">>> " + jsonData);
+                    conn.insertOpentsdbJson(jsonData);
+                    sb.delete(0, sb.length());
+                } else {
+                    sb.append(recordToString(record)).append(",");
+                }
+                recordIndex++;
+            }
+            if (sb.length() != 0 && sb.charAt(0) == '[') {
+                String jsonData = sb.deleteCharAt(sb.length() - 1).append("]").toString();
+                LOG.debug(">>> " + jsonData);
+                conn.insertOpentsdbJson(jsonData);
+            }
+        } catch (Exception e) {
+            LOG.error("TDengineWriter ERROR: " + e.getMessage());
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e);
+        }
+        return recordIndex - 1;
+    }
+
+    private String recordToString(Record record) {
+        int recordLength = record.getColumnNumber();
+        if (0 == recordLength) {
+            return "";
+        }
+        Column column;
+        StringBuilder sb = new StringBuilder();
+        for (int i = 0; i < recordLength; i++) {
+            column = record.getColumn(i);
+            sb.append(column.asString()).append("\t");
+        }
+        sb.setLength(sb.length() - 1);
+        return sb.toString();
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
index 9dc42d9d..84600802 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
@@ -1,21 +1,20 @@
 package com.alibaba.datax.plugin.writer;
 
 
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.*;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Properties;
+import java.util.Set;
 
 public class TDengineWriter extends Writer {
 
     private static final String PEER_PLUGIN_NAME = "peerPluginName";
-    private static final String DEFAULT_BATCH_SIZE = "1";
 
     public static class Job extends Writer.Job {
 
@@ -67,85 +66,11 @@ public class TDengineWriter extends Writer {
             }
 
             String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
-            if (peerPluginName.equals("opentsdbreader")) {
-                // opentsdb json protocol use JNI and schemaless API to write
-                String host = properties.getProperty(Key.HOST);
-                int port = Integer.parseInt(properties.getProperty(Key.PORT));
-                String dbname = properties.getProperty(Key.DBNAME);
-                String user = properties.getProperty(Key.USER);
-                String password = properties.getProperty(Key.PASSWORD);
-
-                JniConnection conn = null;
-                try {
-                    conn = new JniConnection(properties);
-                    conn.open(host, port, dbname, user, password);
-                    LOG.info("TDengine connection established, host: " + host + ", port: " + port + ", dbname: " + dbname + ", user: " + user);
-                    int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, DEFAULT_BATCH_SIZE));
-                    writeOpentsdb(lineReceiver, conn, batchSize);
-                } catch (Exception e) {
-                    LOG.error(e.getMessage());
-                    e.printStackTrace();
-                } finally {
-                    try {
-                        if (conn != null)
-                            conn.close();
-                    } catch (Exception e) {
-                        e.printStackTrace();
-                    }
-                    LOG.info("TDengine connection closed");
-                }
-            } else {
-                // other
-            }
+            LOG.debug("start to handle record from: " + peerPluginName);
+            DataHandler handler = DataHandlerFactory.build(peerPluginName);
+            long records = handler.handle(lineReceiver, properties);
+            LOG.debug("handle data finished, records: " + records);
         }
 
-        private void writeOpentsdb(RecordReceiver lineReceiver, JniConnection conn, int batchSize) {
-            try {
-                Record record;
-                StringBuilder sb = new StringBuilder();
-                long recordIndex = 1;
-                while ((record = lineReceiver.getFromReader()) != null) {
-                    if (batchSize == 1) {
-                        String jsonData = recordToString(record);
-                        LOG.debug(">>> " + jsonData);
-                        conn.insertOpentsdbJson(jsonData);
-                    } else if (recordIndex % batchSize == 1) {
-                        sb.append("[").append(recordToString(record)).append(",");
-                    } else if (recordIndex % batchSize == 0) {
-                        sb.append(recordToString(record)).append("]");
-                        String jsonData = sb.toString();
-                        LOG.debug(">>> " + jsonData);
-                        conn.insertOpentsdbJson(jsonData);
-                        sb.delete(0, sb.length());
-                    } else {
-                        sb.append(recordToString(record)).append(",");
-                    }
-                    recordIndex++;
-                }
-                if (sb.length() != 0 && sb.charAt(0) == '[') {
-                    String jsonData = sb.deleteCharAt(sb.length() - 1).append("]").toString();
-                    LOG.debug(">>> " + jsonData);
-                    conn.insertOpentsdbJson(jsonData);
-                }
-            } catch (Exception e) {
-                LOG.error("TDengineWriter ERROR: " + e.getMessage());
-                throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e);
-            }
-        }
-
-        private String recordToString(Record record) {
-            int recordLength = record.getColumnNumber();
-            if (0 == recordLength) {
-                return "";
-            }
-            Column column;
-            StringBuilder sb = new StringBuilder();
-            for (int i = 0; i < recordLength; i++) {
-                column = record.getColumn(i);
-                sb.append(column.asString()).append("\t");
-            }
-            sb.setLength(sb.length() - 1);
-            return sb.toString();
-        }
     }
 }

From efa1de0513b1460795ec0905e3029ea53069756c Mon Sep 17 00:00:00 2001
From: Archie <archibaldwan@163.com>
Date: Sat, 23 Oct 2021 19:20:21 +0800
Subject: [PATCH 071/251] word spelling mistake. :)

---
 core/src/main/java/com/alibaba/datax/core/Engine.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/src/main/java/com/alibaba/datax/core/Engine.java b/core/src/main/java/com/alibaba/datax/core/Engine.java
index f80d792f..be21512b 100755
--- a/core/src/main/java/com/alibaba/datax/core/Engine.java
+++ b/core/src/main/java/com/alibaba/datax/core/Engine.java
@@ -73,7 +73,7 @@ public class Engine {
         boolean traceEnable = allConf.getBool(CoreConstant.DATAX_CORE_CONTAINER_TRACE_ENABLE, true);
         boolean perfReportEnable = allConf.getBool(CoreConstant.DATAX_CORE_REPORT_DATAX_PERFLOG, true);
 
-        //standlone模式的datax shell任务不进行汇报
+        //standalone模式的 datax shell任务不进行汇报
         if(instanceId == -1){
             perfReportEnable = false;
         }

From cd6a2f73dae68b44724a422782d2c23f66c3ee67 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 26 Oct 2021 16:09:39 +0800
Subject: [PATCH 072/251] [TD-10725]<feature>: add tdenginereader

---
 core/src/main/job/mysql2tdengine.json         |  46 ++++++
 core/src/main/job/tdengine2tdengine.json      |  38 +++++
 package.xml                                   |  41 +++--
 pom.xml                                       |   3 +-
 tdenginereader/doc/tdenginereader.md          | 145 ++++++++++++++++++
 tdenginereader/pom.xml                        |  90 +++++++++++
 tdenginereader/src/main/assembly/package.xml  |  34 ++++
 .../datax/plugin/reader/TDengineReader.java   |  47 ++++++
 tdenginereader/src/main/resources/plugin.json |   9 ++
 .../main/resources/plugin_job_template.json   |  14 ++
 tdenginewriter/pom.xml                        |   2 +-
 tdenginewriter/src/main/assembly/package.xml  |   2 +-
 .../datax/plugin/writer/JniConnection.java    |  18 +--
 13 files changed, 459 insertions(+), 30 deletions(-)
 create mode 100644 core/src/main/job/mysql2tdengine.json
 create mode 100644 core/src/main/job/tdengine2tdengine.json
 create mode 100644 tdenginereader/doc/tdenginereader.md
 create mode 100644 tdenginereader/pom.xml
 create mode 100755 tdenginereader/src/main/assembly/package.xml
 create mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
 create mode 100755 tdenginereader/src/main/resources/plugin.json
 create mode 100644 tdenginereader/src/main/resources/plugin_job_template.json

diff --git a/core/src/main/job/mysql2tdengine.json b/core/src/main/job/mysql2tdengine.json
new file mode 100644
index 00000000..530ee2b5
--- /dev/null
+++ b/core/src/main/job/mysql2tdengine.json
@@ -0,0 +1,46 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "mysqlreader",
+          "parameter": {
+            "username": "root",
+            "password": "root",
+            "column": [
+              "id",
+              "name"
+            ],
+            "splitPk": "db_id",
+            "connection": [
+              {
+                "table": [
+                  "test"
+                ],
+                "jdbcUrl": [
+                  "jdbc:mysql://127.0.0.1:3306/database"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.56.105",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata",
+            "batchSize": 1000
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/core/src/main/job/tdengine2tdengine.json b/core/src/main/job/tdengine2tdengine.json
new file mode 100644
index 00000000..750ae202
--- /dev/null
+++ b/core/src/main/job/tdengine2tdengine.json
@@ -0,0 +1,38 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "host": "192.168.1.82",
+            "port": 6030,
+            "db": "test",
+            "user": "root",
+            "password": "taosdata",
+            "sql": "select * from weather",
+            "beginDateTime": "2021-01-01 00:00:00",
+            "endDateTime": "2021-01-02 00:00:00",
+            "splitInterval": "1h"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.56.105",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata",
+            "batchSize": 1000
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/package.xml b/package.xml
index a93e945c..1b291a99 100755
--- a/package.xml
+++ b/package.xml
@@ -103,13 +103,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
-		<fileSet>
-             <directory>otsstreamreader/target/datax/</directory>
-             <includes>
-                 <include>**/*.*</include>
-             </includes>
-             <outputDirectory>datax</outputDirectory>
-         </fileSet>
+        <fileSet>
+            <directory>otsstreamreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>txtfilereader/target/datax/</directory>
             <includes>
@@ -138,7 +138,7 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
-         <fileSet>
+        <fileSet>
             <directory>ftpreader/target/datax/</directory>
             <includes>
                 <include>**/*.*</include>
@@ -180,6 +180,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>tdenginereader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
 
         <!-- writer -->
         <fileSet>
@@ -238,13 +245,6 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
-        <fileSet>
-            <directory>tdenginewriter/target/datax/</directory>
-            <includes>
-                <include>**/*.*</include>
-            </includes>
-            <outputDirectory>datax</outputDirectory>
-        </fileSet>
         <fileSet>
             <directory>otswriter/target/datax/</directory>
             <includes>
@@ -259,7 +259,7 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
-		<fileSet>
+        <fileSet>
             <directory>oraclewriter/target/datax/</directory>
             <includes>
                 <include>**/*.*</include>
@@ -273,7 +273,7 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
-		<fileSet>
+        <fileSet>
             <directory>postgresqlwriter/target/datax/</directory>
             <includes>
                 <include>**/*.*</include>
@@ -399,5 +399,12 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>tdenginewriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
     </fileSets>
 </assembly>
diff --git a/pom.xml b/pom.xml
index cb635ad3..2358e212 100644
--- a/pom.xml
+++ b/pom.xml
@@ -47,7 +47,7 @@
         <module>transformer</module>
 
         <!-- reader -->
-<!--        <module>mysqlreader</module>-->
+        <module>mysqlreader</module>
 <!--        <module>drdsreader</module>-->
 <!--        <module>sqlserverreader</module>-->
 <!--        <module>postgresqlreader</module>-->
@@ -109,6 +109,7 @@
 <!--        <module>hbase20xsqlwriter</module>-->
 <!--        <module>kuduwriter</module>-->
         <module>tdenginewriter</module>
+        <module>tdenginereader</module>
     </modules>
 
     <dependencyManagement>
diff --git a/tdenginereader/doc/tdenginereader.md b/tdenginereader/doc/tdenginereader.md
new file mode 100644
index 00000000..284b8e6d
--- /dev/null
+++ b/tdenginereader/doc/tdenginereader.md
@@ -0,0 +1,145 @@
+# DataX TDengineReader
+
+## 1 快速介绍
+
+TDengineReader 插件实现了 TDengine 读取数据的功能。
+
+## 2 实现原理
+
+TDengineReader 通过TDengine的JDBC driver查询获取数据。
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "host": "192.168.1.82",
+            "port": 6030,
+            "db": "test",
+            "user": "root",
+            "password": "taosdata",
+            "sql": "select * from weather",
+            "beginDateTime": "2021-01-01 00:00:00",
+            "endDateTime": "2021-01-02 00:00:00",
+            "splitInterval": "1h"
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+### 3.2 参数说明
+
+* **host**
+    * 描述：TDengine实例的host。
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **port**
+    * 描述：TDengine实例的port。
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **dbname**
+    * 描述：目的数据库的名称。
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **username**
+    * 描述：TDengine实例的用户名 <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **password**
+    * 描述：TDengine实例的密码 <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **sql**
+    * 描述：用来筛选迁移数据的sql <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **beginDateTime**
+    * 描述：TDengine实例的密码 <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **endDateTime**
+    * 描述： <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **splitInterval**
+    * 描述：按照splitInterval来划分task, 每splitInterval创建一个task <br />
+    * 必选：否 <br />
+    * 默认值：1h <br />
+
+### 3.3 类型转换
+
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+
+建表语句：
+
+单行记录类似于：
+
+#### 4.1.2 机器参数
+
+* 执行DataX的机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc: DataX 数据不落磁盘，不统计此项
+
+* TDengine数据库机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc:
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+#### 4.2.1 单表测试报告
+
+| 通道数| DataX速度(Rec/s)|DataX流量(MB/s)| DataX机器网卡流出流量(MB/s)|DataX机器运行负载|DB网卡进入流量(MB/s)|DB运行负载|DB TPS|
+|--------| --------|--------|--------|--------|--------|--------|--------|
+|1|                  |                 |                             |                   |                      |            |        |
+|4|                  |                 |                             |                   |                      |            |        |
+|8|                  |                 |                             |                   |                      |            |        |
+|16|                  |                 |                             |                   |                      |            |        |
+|32|                  |                 |                             |                   |                      |            |        |
+
+说明：
+1. 这里的单表，主键类型为 bigint(20),自增。
+2. batchSize 和 通道个数，对性能影响较大。
+
+#### 4.2.4 性能测试小结
+
+1.
+2.
+
+## 5 约束限制
+
+## FAQ
\ No newline at end of file
diff --git a/tdenginereader/pom.xml b/tdenginereader/pom.xml
new file mode 100644
index 00000000..66c64eaf
--- /dev/null
+++ b/tdenginereader/pom.xml
@@ -0,0 +1,90 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>tdenginereader</artifactId>
+
+    <properties>
+        <maven.compiler.source>8</maven.compiler.source>
+        <maven.compiler.target>8</maven.compiler.target>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit-version}</version>
+            <scope>test</scope>
+        </dependency>
+
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>2.12.4</version>
+                <configuration>
+                    <!-- 包含哪些测试用例 -->
+                    <includes>
+                        <include>**/*Test.java</include>
+                    </includes>
+                    <!-- 不包含哪些测试用例 -->
+                    <excludes>
+                    </excludes>
+                    <testFailureIgnore>true</testFailureIgnore>
+                </configuration>
+            </plugin>
+
+        </plugins>
+    </build>
+
+</project>
\ No newline at end of file
diff --git a/tdenginereader/src/main/assembly/package.xml b/tdenginereader/src/main/assembly/package.xml
new file mode 100755
index 00000000..b52f20fb
--- /dev/null
+++ b/tdenginereader/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+          xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/reader/tdenginereader</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>tdenginereader-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/reader/tdenginereader</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/reader/tdenginereader/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
new file mode 100644
index 00000000..cec88eda
--- /dev/null
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -0,0 +1,47 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.plugin.RecordSender;
+import com.alibaba.datax.common.spi.Reader;
+import com.alibaba.datax.common.util.Configuration;
+
+import java.util.List;
+
+public class TDengineReader extends Reader {
+
+    public static class Job extends Reader.Job {
+
+        @Override
+        public void init() {
+
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public List<Configuration> split(int adviceNumber) {
+            return null;
+        }
+    }
+
+    public static class Task extends Reader.Task {
+
+        @Override
+        public void init() {
+
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public void startRead(RecordSender recordSender) {
+
+        }
+    }
+
+}
diff --git a/tdenginereader/src/main/resources/plugin.json b/tdenginereader/src/main/resources/plugin.json
new file mode 100755
index 00000000..dc91982c
--- /dev/null
+++ b/tdenginereader/src/main/resources/plugin.json
@@ -0,0 +1,9 @@
+{
+  "name": "tdenginereader",
+  "class": "com.alibaba.datax.plugin.reader.TDengineReader",
+  "description": {
+    "useScene": "data migration from tdengine",
+    "mechanism": "use JNI to read data from tdengine."
+  },
+  "developer": "zyyang-taosdata"
+}
\ No newline at end of file
diff --git a/tdenginereader/src/main/resources/plugin_job_template.json b/tdenginereader/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..3e09dffc
--- /dev/null
+++ b/tdenginereader/src/main/resources/plugin_job_template.json
@@ -0,0 +1,14 @@
+{
+  "name": "tdenginereader",
+  "parameter": {
+    "host": "127.0.0.1",
+    "port": 6030,
+    "db": "test",
+    "user": "root",
+    "password": "taosdata",
+    "sql": "select * from weather",
+    "beginDateTime": "2021-01-01 00:00:00",
+    "endDateTime": "2021-01-02 00:00:00",
+    "splitInterval": "1h"
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 2c294b8f..d658d4a2 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -11,7 +11,7 @@
 
     <groupId>com.alibaba.datax.tdenginewriter</groupId>
     <artifactId>tdenginewriter</artifactId>
-    <version>1.0.0</version>
+    <version>0.0.1-SNAPSHOT</version>
 
     <properties>
         <maven.compiler.source>8</maven.compiler.source>
diff --git a/tdenginewriter/src/main/assembly/package.xml b/tdenginewriter/src/main/assembly/package.xml
index f7a7d0bf..d3b75ea2 100755
--- a/tdenginewriter/src/main/assembly/package.xml
+++ b/tdenginewriter/src/main/assembly/package.xml
@@ -18,7 +18,7 @@
         <fileSet>
             <directory>target/</directory>
             <includes>
-                <include>tdenginewriter-1.0.0.jar</include>
+                <include>tdenginewriter-0.0.1-SNAPSHOT.jar</include>
             </includes>
             <outputDirectory>plugin/writer/tdenginewriter</outputDirectory>
         </fileSet>
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
index b1670633..3ce786e5 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
@@ -51,11 +51,15 @@ public class JniConnection {
         if (this.conn == JNI_NULL_POINTER) {
             throw new Exception("JNI connection is NULL");
         }
-        long code = insertOpentsdbJson(json, this.conn);
-        if (code != JNI_SUCCESSFUL) {
-            String errMsg = getErrMsgByCode(code);
+
+        long result = insertOpentsdbJson(json, this.conn);
+        int errCode = getErrCodeImp(this.conn, result);
+        if (errCode != JNI_SUCCESSFUL) {
+            String errMsg = getErrMsgImp(result);
+            freeResultSetImp(this.conn, result);
             throw new Exception(errMsg);
         }
+        freeResultSetImp(this.conn, result);
     }
 
     public void close() throws Exception {
@@ -70,19 +74,13 @@ public class JniConnection {
 
     private static native int setOptions(int optionIndex, String optionValue);
 
-    private static native String getTsCharset();
-
     private native long connectImp(String host, int port, String dbName, String user, String password);
 
-    private native long executeQueryImp(byte[] sqlBytes, long connection);
-
     private native int getErrCodeImp(long connection, long pSql);
 
     private native String getErrMsgImp(long pSql);
 
-    private native String getErrMsgByCode(long code);
-
-    private native int getAffectedRowsImp(long connection, long pSql);
+    private native void freeResultSetImp(long connection, long pSql);
 
     private native int closeConnectionImp(long connection);
 

From 072b6b4ed41721abd6c4d79c98ab8008eef158d6 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E4=B8=80=E4=B8=AA=E4=BA=BA=E5=90=83=E7=81=AB=E9=94=85?=
 <40656096+OverYoung@users.noreply.github.com>
Date: Tue, 2 Nov 2021 20:18:18 +0800
Subject: [PATCH 073/251] =?UTF-8?q?=E4=B8=8D=E5=BD=B1=E5=93=8D=E9=98=85?=
 =?UTF-8?q?=E8=AF=BB=EF=BC=8C=E5=B0=B1=E6=98=AF=E8=BF=99=E4=B8=AA=E5=AD=97?=
 =?UTF-8?q?=E6=89=93=E9=94=99=E4=BA=86=E7=9C=8B=E7=9D=80=E9=9A=BE=E5=8F=97?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 mysqlreader/doc/mysqlreader.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/mysqlreader/doc/mysqlreader.md b/mysqlreader/doc/mysqlreader.md
index 3ae52afb..bae4bce0 100644
--- a/mysqlreader/doc/mysqlreader.md
+++ b/mysqlreader/doc/mysqlreader.md
@@ -165,7 +165,7 @@ MysqlReader插件实现了从Mysql读取数据。在底层实现上，MysqlReade
 
 	  支持常量配置，用户需要按照Mysql SQL语法格式:
 	  ["id", "\`table\`", "1", "'bazhen.csy'", "null", "to_char(a + 1)", "2.3" , "true"]
-	  id为普通列名，\`table\`为包含保留在的列名，1为整形数字常量，'bazhen.csy'为字符串常量，null为空指针，to_char(a + 1)为表达式，2.3为浮点数，true为布尔值。
+	  id为普通列名，\`table\`为包含保留字的列名，1为整形数字常量，'bazhen.csy'为字符串常量，null为空指针，to_char(a + 1)为表达式，2.3为浮点数，true为布尔值。
 
 	* 必选：是 <br />
 

From 490cba2c0bec5bc2e49c321a6f2a0e1ca9fba679 Mon Sep 17 00:00:00 2001
From: Vitaly <Vitaly.email@mail.ru>
Date: Sat, 6 Nov 2021 23:17:30 +0300
Subject: [PATCH 074/251] Remove wrong link

There is no OCSReader in the project. Wrong link has been removed from table.
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 37a21022..fe5d122c 100644
--- a/README.md
+++ b/README.md
@@ -47,7 +47,7 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 | 阿里云数仓数据存储    | ODPS       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md)|
 |              | ADS        |           |     √     |[写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md)|
 |              | OSS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md)|
-|              | OCS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ocsreader/doc/ocsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md)|
+|              | OCS        |           |     √     |[写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md)|
 | NoSQL数据存储    | OTS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/otsreader/doc/otsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/otswriter/doc/otswriter.md)|
 |              | Hbase0.94  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase094xreader/doc/hbase094xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase094xwriter/doc/hbase094xwriter.md)|
 |              | Hbase1.1   |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase11xreader/doc/hbase11xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xwriter/doc/hbase11xwriter.md)|

From e60948b604f8887addc806160eb89984bd477333 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 11 Nov 2021 15:24:09 +0800
Subject: [PATCH 075/251] add option authDB to  mongodb reader doc

---
 mongodbreader/doc/mongodbreader.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/mongodbreader/doc/mongodbreader.md b/mongodbreader/doc/mongodbreader.md
index b61493e6..99d25731 100644
--- a/mongodbreader/doc/mongodbreader.md
+++ b/mongodbreader/doc/mongodbreader.md
@@ -127,6 +127,7 @@ MongoDBReader通过Datax框架从MongoDB并行的读取数据，通过主控的J
 * address： MongoDB的数据地址信息，因为MonogDB可能是个集群，则ip端口信息需要以Json数组的形式给出。【必填】
 * userName：MongoDB的用户名。【选填】
 * userPassword： MongoDB的密码。【选填】
+* authDb: MongoDB认证数据库【选填】
 * collectionName： MonogoDB的集合名。【必填】
 * column：MongoDB的文档列名。【必填】
 * name：Column的名字。【必填】

From 3de5a8f71517268afe77415f71f6b5511d81a8b6 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 11 Nov 2021 17:38:14 +0800
Subject: [PATCH 076/251] add test job configure

---
 core/src/main/job/mongodb2tdengine.json | 75 +++++++++++++++++++++++++
 1 file changed, 75 insertions(+)
 create mode 100644 core/src/main/job/mongodb2tdengine.json

diff --git a/core/src/main/job/mongodb2tdengine.json b/core/src/main/job/mongodb2tdengine.json
new file mode 100644
index 00000000..0667bddd
--- /dev/null
+++ b/core/src/main/job/mongodb2tdengine.json
@@ -0,0 +1,75 @@
+{
+    "job": {
+        "setting": {
+            "speed": {
+                "channel": 2
+            }
+        },
+        "content": [
+            {
+                "reader": {
+                    "name": "mongodbreader",
+                    "parameter": {
+                        "address": [
+                            "123.56.104.14:27017"
+                        ],
+                        "userName": "admin678",
+                        "mechanism": "SCRAM-SHA-1",
+                        "userPassword": "huwG86123",
+                        "authDb": "admin",
+                        "dbName": "test",
+                        "collectionName": "cu_market_data",
+                        "column": [
+                            {
+                                "name": "instrumentID",
+                                "type": "string"
+                            },
+                            {
+                                "name": "tradeTime",
+                                "type": "date"
+                            },
+                            {
+                                "name": "lastPrice",
+                                "type": "double"
+                            },
+                            {
+                                "name": "askPrice1",
+                                "type": "double"
+                            },
+                            {
+                                "name": "bidPrice1",
+                                "type": "double"
+                            },
+                            {
+                                "name": "volume",
+                                "type": "int"
+                            }
+                        ]
+                    }
+                },
+                "writer": {
+                    "name": "tdenginewriter",
+                    "parameter": {
+                        "host": "123.56.104.14",
+                        "port": 6030,
+                        "dbname": "test",
+                        "user": "root",
+                        "password": "taosdata",
+                        "measurement": "market_snapshot",
+                        "tag_set": {
+                            "product": "cu",
+                            "instrumentID": 0
+                        },
+                        "field_set": {
+                            "lastPrice": 2,
+                            "askPrice1": 3,
+                            "bidPrice1": 4,
+                            "volume": 5
+                        },
+                        "timestamp": 1
+                    }
+                }
+            }
+        ]
+    }
+}
\ No newline at end of file

From 906cc24ba16a8410cf935a2931b5a313c4446045 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Fri, 12 Nov 2021 15:48:24 +0800
Subject: [PATCH 077/251] [TD-10787]<feature>: migrate mysql data to tdengine

---
 core/src/main/job/mysql2tdengine.json         | 12 +--
 core/src/main/job/opentsdb2stream.json        | 31 --------
 .../com/alibaba/datax/core/EngineTest.java    |  2 +-
 tdenginewriter/pom.xml                        |  6 ++
 .../datax/plugin/writer/CommonUtil.java       | 20 +++++
 .../datax/plugin/writer/DataHandler.java      |  5 +-
 .../plugin/writer/DataHandlerFactory.java     |  2 +
 .../plugin/writer/DefaultDataHandler.java     |  5 +-
 .../datax/plugin/writer/MysqlDataHandler.java | 73 +++++++++++++++++++
 .../plugin/writer/OpentsdbDataHandler.java    |  4 +-
 .../datax/plugin/writer/TDengineWriter.java   | 20 ++---
 11 files changed, 125 insertions(+), 55 deletions(-)
 delete mode 100644 core/src/main/job/opentsdb2stream.json
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/CommonUtil.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/MysqlDataHandler.java

diff --git a/core/src/main/job/mysql2tdengine.json b/core/src/main/job/mysql2tdengine.json
index 530ee2b5..7978fbf5 100644
--- a/core/src/main/job/mysql2tdengine.json
+++ b/core/src/main/job/mysql2tdengine.json
@@ -6,19 +6,18 @@
           "name": "mysqlreader",
           "parameter": {
             "username": "root",
-            "password": "root",
+            "password": "123456",
             "column": [
-              "id",
-              "name"
+              "*"
             ],
-            "splitPk": "db_id",
+            "splitPk": "f1",
             "connection": [
               {
                 "table": [
-                  "test"
+                  "weather"
                 ],
                 "jdbcUrl": [
-                  "jdbc:mysql://127.0.0.1:3306/database"
+                  "jdbc:mysql://192.168.56.105:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
                 ]
               }
             ]
@@ -32,6 +31,7 @@
             "dbname": "test",
             "user": "root",
             "password": "taosdata",
+            "table": "weather",
             "batchSize": 1000
           }
         }
diff --git a/core/src/main/job/opentsdb2stream.json b/core/src/main/job/opentsdb2stream.json
deleted file mode 100644
index 1ea43204..00000000
--- a/core/src/main/job/opentsdb2stream.json
+++ /dev/null
@@ -1,31 +0,0 @@
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "opentsdbreader",
-          "parameter": {
-            "endpoint": "http://192.168.1.180:4242",
-            "column": [
-              "weather.temperature"
-            ],
-            "beginDateTime": "2021-01-01 00:00:00",
-            "endDateTime": "2021-01-01 01:00:00"
-          }
-        },
-        "writer": {
-          "name": "streamwriter",
-          "parameter": {
-            "encoding": "UTF-8",
-            "print": true
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
\ No newline at end of file
diff --git a/core/src/test/java/com/alibaba/datax/core/EngineTest.java b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
index 92c50a77..fe4dff8b 100644
--- a/core/src/test/java/com/alibaba/datax/core/EngineTest.java
+++ b/core/src/test/java/com/alibaba/datax/core/EngineTest.java
@@ -9,7 +9,7 @@ public class EngineTest {
     public void test() {
         System.out.println(System.getProperty("java.library.path"));
 //        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/main/job/opentsdb2tdengine.json"};
-        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/main/job/stream2tdengine.json"};
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/main/job/mysql2tdengine.json"};
         System.setProperty("datax.home", "../target/datax/datax");
         try {
             Engine.entry(params);
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index d658d4a2..d8df0c52 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -31,6 +31,12 @@
             </exclusions>
         </dependency>
 
+        <dependency>
+            <groupId>com.taosdata.jdbc</groupId>
+            <artifactId>taos-jdbcdriver</artifactId>
+            <version>2.0.34</version>
+        </dependency>
+
         <dependency>
             <groupId>junit</groupId>
             <artifactId>junit</artifactId>
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/CommonUtil.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/CommonUtil.java
new file mode 100644
index 00000000..573b00f7
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/CommonUtil.java
@@ -0,0 +1,20 @@
+package com.alibaba.datax.plugin.writer;
+
+import com.alibaba.datax.common.util.Configuration;
+
+import java.util.Properties;
+import java.util.Set;
+
+public class CommonUtil {
+
+    public static Properties toProperties(Configuration configuration) {
+        Set<String> keys = configuration.getKeys();
+        Properties properties = new Properties();
+        for (String key : keys) {
+            String value = configuration.getString(key);
+            if (value != null)
+                properties.setProperty(key, value);
+        }
+        return properties;
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java
index 94d1db30..e7a1328b 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java
@@ -1,10 +1,9 @@
 package com.alibaba.datax.plugin.writer;
 
 import com.alibaba.datax.common.plugin.RecordReceiver;
-
-import java.util.Properties;
+import com.alibaba.datax.common.util.Configuration;
 
 public interface DataHandler {
 
-    long handle(RecordReceiver lineReceiver, Properties properties);
+    long handle(RecordReceiver lineReceiver, Configuration properties);
 }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java
index a488e7d5..26b3e475 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java
@@ -5,6 +5,8 @@ public class DataHandlerFactory {
     public static DataHandler build(String peerPluginName) {
         if (peerPluginName.equals("opentsdbreader"))
             return new OpentsdbDataHandler();
+        if (peerPluginName.equals("mysqlreader"))
+            return new MysqlDataHandler();
         return new DefaultDataHandler();
     }
 }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java
index a1d52d75..54d32d7b 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java
@@ -3,16 +3,15 @@ package com.alibaba.datax.plugin.writer;
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.util.Configuration;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.Properties;
-
 public class DefaultDataHandler implements DataHandler {
     private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
 
     @Override
-    public long handle(RecordReceiver lineReceiver, Properties properties) {
+    public long handle(RecordReceiver lineReceiver, Configuration configuration) {
         long count = 0;
         Record record;
         while ((record = lineReceiver.getFromReader()) != null) {
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/MysqlDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/MysqlDataHandler.java
new file mode 100644
index 00000000..fd52b774
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/MysqlDataHandler.java
@@ -0,0 +1,73 @@
+package com.alibaba.datax.plugin.writer;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.util.Configuration;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.util.Properties;
+
+public class MysqlDataHandler implements DataHandler {
+    private static final Logger LOG = LoggerFactory.getLogger(MysqlDataHandler.class);
+    Connection conn;
+
+    @Override
+    public long handle(RecordReceiver lineReceiver, Configuration configuration) {
+        Properties properties = CommonUtil.toProperties(configuration);
+
+        long count = 0;
+        try {
+            conn = getConnection(properties);
+
+            Record record;
+            while ((record = lineReceiver.getFromReader()) != null) {
+
+                int recordLength = record.getColumnNumber();
+                StringBuilder sb = new StringBuilder();
+                for (int i = 0; i < recordLength; i++) {
+                    Column column = record.getColumn(i);
+                    sb.append(column.asString()).append("\t");
+                }
+                sb.setLength(sb.length() - 1);
+                LOG.debug(sb.toString());
+
+                count++;
+            }
+
+
+        } finally {
+            if (conn != null) {
+                try {
+                    conn.close();
+                } catch (SQLException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+
+        return count;
+    }
+
+    private Connection getConnection(Properties properties) {
+        String host = properties.getProperty(Key.HOST);
+        int port = Integer.parseInt(properties.getProperty(Key.PORT));
+        String dbname = properties.getProperty(Key.DBNAME);
+        String user = properties.getProperty(Key.USER);
+        String password = properties.getProperty(Key.PASSWORD);
+        String url = "jdbc:TAOS://" + host + ":" + port + "/" + dbname + "?user=" + user + "&password=" + password;
+        Connection connection = null;
+        try {
+            connection = DriverManager.getConnection(url, properties);
+            LOG.info("TDengine connection established, host: " + host + ", port: " + port + ", dbname: " + dbname + ", user: " + user);
+        } catch (SQLException e) {
+            LOG.error(e.getMessage());
+            e.printStackTrace();
+        }
+        return connection;
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java
index 599e5f3e..2096909b 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java
@@ -4,6 +4,7 @@ import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.util.Configuration;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -14,8 +15,9 @@ public class OpentsdbDataHandler implements DataHandler {
     private static final String DEFAULT_BATCH_SIZE = "1";
 
     @Override
-    public long handle(RecordReceiver lineReceiver, Properties properties) {
+    public long handle(RecordReceiver lineReceiver, Configuration configuration) {
         // opentsdb json protocol use JNI and schemaless API to write
+        Properties properties = CommonUtil.toProperties(configuration);
         String host = properties.getProperty(Key.HOST);
         int port = Integer.parseInt(properties.getProperty(Key.PORT));
         String dbname = properties.getProperty(Key.DBNAME);
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
index 84600802..73087acb 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
@@ -9,13 +9,19 @@ import org.slf4j.LoggerFactory;
 
 import java.util.ArrayList;
 import java.util.List;
-import java.util.Properties;
-import java.util.Set;
 
 public class TDengineWriter extends Writer {
 
     private static final String PEER_PLUGIN_NAME = "peerPluginName";
 
+    static {
+        try {
+            Class.forName("com.taosdata.jdbc.TSDBDriver");
+        } catch (ClassNotFoundException e) {
+            e.printStackTrace();
+        }
+    }
+
     public static class Job extends Writer.Job {
 
         private Configuration originalConfig;
@@ -49,6 +55,7 @@ public class TDengineWriter extends Writer {
         @Override
         public void init() {
             this.writerSliceConfig = getPluginJobConf();
+
         }
 
         @Override
@@ -58,17 +65,10 @@ public class TDengineWriter extends Writer {
 
         @Override
         public void startWrite(RecordReceiver lineReceiver) {
-            Set<String> keys = this.writerSliceConfig.getKeys();
-            Properties properties = new Properties();
-            for (String key : keys) {
-                String value = this.writerSliceConfig.getString(key);
-                properties.setProperty(key, value);
-            }
-
             String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
             LOG.debug("start to handle record from: " + peerPluginName);
             DataHandler handler = DataHandlerFactory.build(peerPluginName);
-            long records = handler.handle(lineReceiver, properties);
+            long records = handler.handle(lineReceiver, writerSliceConfig);
             LOG.debug("handle data finished, records: " + records);
         }
 

From bf01999222ff86d0275c1f7112db9846e814b729 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 18 Nov 2021 10:28:20 +0800
Subject: [PATCH 078/251] mongodb2tdengine support

---
 core/src/main/job/mongodb2tdengine.json       |  11 +-
 tdenginewriter/doc/tdenginewriter.md          | 260 ++++++++++++++----
 tdenginewriter/pom.xml                        |  11 +-
 .../plugin/writer/DefaultDataHandler.java     |  34 ---
 .../{ => tdenginewriter}/DataHandler.java     |   2 +-
 .../DataHandlerFactory.java                   |   2 +-
 .../tdenginewriter/DefaultDataHandler.java    | 101 +++++++
 .../tdenginewriter/JDBCBatchWriter.java       | 149 ++++++++++
 .../{ => tdenginewriter}/JniConnection.java   |   2 +-
 .../writer/{ => tdenginewriter}/Key.java      |   7 +-
 .../OpentsdbDataHandler.java                  |   2 +-
 .../writer/tdenginewriter/SchemaManager.java  | 255 +++++++++++++++++
 .../{ => tdenginewriter}/TDengineWriter.java  |  10 +-
 .../TDengineWriterErrorCode.java              |   5 +-
 ...gin_writer_tdenginewriter_JniConnection.h} |   0
 tdenginewriter/src/main/resources/plugin.json |   4 +-
 .../JniConnectionTest.java                    |   2 +-
 .../tdenginewriter/TDengineWriterTest.java    |  21 ++
 18 files changed, 775 insertions(+), 103 deletions(-)
 delete mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java
 rename tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/{ => tdenginewriter}/DataHandler.java (77%)
 rename tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/{ => tdenginewriter}/DataHandlerFactory.java (81%)
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
 rename tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/{ => tdenginewriter}/JniConnection.java (98%)
 rename tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/{ => tdenginewriter}/Key.java (52%)
 rename tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/{ => tdenginewriter}/OpentsdbDataHandler.java (98%)
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
 rename tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/{ => tdenginewriter}/TDengineWriter.java (84%)
 rename tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/{ => tdenginewriter}/TDengineWriterErrorCode.java (75%)
 rename tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/{com_alibaba_datax_plugin_writer_JniConnection.h => tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h} (100%)
 rename tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/{ => tdenginewriter}/JniConnectionTest.java (90%)
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java

diff --git a/core/src/main/job/mongodb2tdengine.json b/core/src/main/job/mongodb2tdengine.json
index 0667bddd..4cfc987e 100644
--- a/core/src/main/job/mongodb2tdengine.json
+++ b/core/src/main/job/mongodb2tdengine.json
@@ -55,18 +55,21 @@
                         "dbname": "test",
                         "user": "root",
                         "password": "taosdata",
-                        "measurement": "market_snapshot",
-                        "tag_set": {
+                        "stable": "market_snapshot",
+                        "batchSize": 35,
+                        "tagColumn": {
                             "product": "cu",
                             "instrumentID": 0
                         },
-                        "field_set": {
+                        "fieldColumn": {
                             "lastPrice": 2,
                             "askPrice1": 3,
                             "bidPrice1": 4,
                             "volume": 5
                         },
-                        "timestamp": 1
+                        "timestampColumn": {
+                            "tradeTime": 1
+                        }
                     }
                 }
             }
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 8e55b189..c9c222a2 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -2,20 +2,21 @@
 
 ## 1 快速介绍
 
-TDengineWriter 插件实现了写入数据到 TDengine 的功能。 在底层实现上， TDengineWriter 通过 JNI的方式调用libtaos.so/tao.dll中的方法，连接 TDengine
-数据库实例，并执行schemaless的写入。 TDengineWriter 面向ETL开发工程师，他们使用 TDengineWriter 从数仓导入数据到 TDengine。同时，TDengineWriter
-亦可以作为数据迁移工具为DBA等用户提供服务。
+TDengineWriter插件实现了写入数据到TDengine数据库功能。可用于离线同步其它数据库的数据到TDengine。
 
 ## 2 实现原理
 
-TDengineWriter 通过 DataX 框架获取 Reader
-生成的协议数据，根据reader的类型解析数据，通过JNI方式调用libtaos.so（或taos.dll）中的方法，使用schemaless的方式写入到TDengine。
+TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据reader的类型解析数据。目前有两种写入方式：
+
+1. 对于OpenTSDBReader, TDengineWriter通过JNI方式调用TDengine客户端库文件（taos.lib或taos.dll）中的方法，使用[schemaless的方式](https://www.taosdata.com/cn/documentation/insert#schemaless)写入。
+
+2. 对于其它数据源,会根据配置生成SQL语句, 通过[taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java)批量写入。
+
+这样区分的原因是OpenTSDBReader将opentsdb的数据统一读取为json字符串，Writer端接收到的数据只有1列。而其它Reader插件一般会把数据放在不同列。
 
 ## 3 功能说明
-
-### 3.1 配置样例
-
-* 这里使用一份从OpenTSDB产生到 TDengine 导入的数据。
+### 3.1 从OpenTSDB到TDengine
+#### 3.1.1 配置样例
 
 ```json
 {
@@ -54,46 +55,189 @@ TDengineWriter 通过 DataX 框架获取 Reader
 }
 ```
 
-### 3.2 参数说明
+#### 3.1.2 参数说明
 
-* **host**
-    * 描述：TDengine实例的host。
+| 参数      | 描述                 | 是否必选 | 默认值   |
+| --------- | -------------------- | -------- | -------- |
+| host      | TDengine实例的host   | 是       | 无       |
+| port      | TDengine实例的port   | 是       | 无       |
+| user      | TDengine实例的用户名 | 否       | root     |
+| password  | TDengine实例的密码   | 否       | taosdata |
+| dbname    | 目的数据库的名称     | 是       | 无       |
+| batchSize | 每次批量插入多少记录 | 否       | 1        |
 
-        * 必选：是 <br />
 
-        * 默认值：无 <br />
-* **port**
-    * 描述：TDengine实例的port。
-    * 必选：是 <br />
-    * 默认值：无 <br />
-* **dbname**
-    * 描述：目的数据库的名称。
+#### 3.1.3 类型转换
 
-    * 必选：是 <br />
+目前，由于OpenTSDBReader将opentsdb的数据统一读取为json字符串，TDengineWriter 在做Opentsdb到TDengine的迁移时，按照以下类型进行处理：
 
-    * 默认值：无 <br />
-* **username**
-    * 描述：TDengine实例的用户名 <br />
-        * 必选：是 <br />
-        * 默认值：无 <br />
-* **password**
-    * 描述：TDengine实例的密码 <br />
-        * 必选：是 <br />
-        * 默认值：无 <br />
-
-### 3.3 类型转换
-
-目前，由于opentsdbreader将opentsdb的数据统一读取为json字符串，TDengineWriter 在做Opentsdb到TDengine的迁移时，按照以下类型进行处理：
-
-| OpenTSDB数据类型 | DataX 内部类型| TDengine 数据类型 |
-| -------- | -----  | -------- |
+| OpenTSDB数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| ---------------- | -------------- | ----------------- |
 | timestamp        | Date           | timestamp         |
 | Integer（value） | Double         | double            |
-| Float（value） | Double | double            |
-| String（value） | String   | binary            |
+| Float（value）   | Double         | double            |
+| String（value）  | String         | binary            |
 | Integer（tag）   | String         | binary            |
-| Float（tag） | String |binary |
-| String（tag） | String |binary |
+| Float（tag）     | String         | binary            |
+| String（tag）    | String         | binary            |
+
+### 3.2 从MongoDB到TDengine
+
+#### 3.2.1 配置样例
+```json
+{
+    "job": {
+        "setting": {
+            "speed": {
+                "channel": 2
+            }
+        },
+        "content": [
+            {
+                "reader": {
+                    "name": "mongodbreader",
+                    "parameter": {
+                        "address": [
+                            "127.0.0.1:27017"
+                        ],
+                        "userName": "user",
+                        "mechanism": "SCRAM-SHA-1",
+                        "userPassword": "password",
+                        "authDb": "admin",
+                        "dbName": "test",
+                        "collectionName": "stock",
+                        "column": [
+                            {
+                              "name": "stockID",
+                              "type": "string"  
+                            },
+                            {
+                                "name": "tradeTime",
+                                "type": "date"
+                            },
+                            {
+                                "name": "lastPrice",
+                                "type": "double"
+                            },
+                            {
+                              "name": "askPrice1",
+                              "type": "double"
+                            },
+                            {
+                              "name": "bidPrice1",
+                              "type": "double"
+                            },
+                            {
+                                "name": "volume",
+                                "type": "int"
+                            }
+                        ]
+                    }
+                },
+                "writer": {
+                    "name": "tdenginewriter",
+                    "parameter": {
+                        "host": "localhost",
+                        "port": 6030,
+                        "dbname": "test",
+                        "user": "root",
+                        "password": "taosdata",
+                        "stable": "stock",
+                        "tagColumn": {
+                          "industry": "energy",
+                          "stockID": 0
+                        },
+                        "fieldColumn": {
+                          "lastPrice": 2,
+                          "askPrice1": 3,
+                          "bidPrice1": 4,
+                          "volume": 5
+                        },
+                        "timestampColumn": {
+                          "tradeTime": 1
+                        }
+                    }
+                }
+            }
+        ]
+    }
+}
+```
+
+**注：本配置的writer部分同样适用于关系型数据库**
+
+
+#### 3.2.2 参数说明
+| 参数            | 描述                 | 是否必选         | 默认值   | 备注               |
+| --------------- | -------------------- | ---------------- | -------- | ------------------ |
+| host            | TDengine实例的host   | 是               | 无       |
+| port            | TDengine实例的port   | 是               | 无       |
+| user            | TDengine实例的用户名 | 否               | root     |
+| password        | TDengine实例的密码   | 否               | taosdata |
+| dbname          | 目的数据库的名称     | 是               | 无       |
+| batchSize       | 每次批量插入多少记录 | 否               | 1000     |
+| stable          | 目标超级表的名称     | 是(OpenTSDB除外) | 无       |
+| tagColumn       | 标签列的列名和位置   | 否               | 无       | 位置索引均从0开始  |
+| fieldColumn     | 字段列的列名和位置   | 否               | 无       |                    |
+| timestampColumn | 时间戳列的列名和位置 | 否               | 无       | 时间戳列只能有一个 |
+
+#### 3.3.3 自动建表规则
+##### 3.3.3.1 超级表创建规则
+
+如果配置了tagColumn、 fieldColumn和timestampColumn将会在插入第一条数据前，自动创建超级表。<br>
+数据列的类型从第1条记录自动推断, 标签列默认类型为`NCHAR(64)`, 比如示例配置，可能生成以下建表语句：
+
+```sql
+CREATE STABLE IF NOT EXISTS market_snapshot (
+  tadetime TIMESTAMP,
+  lastprice DOUBLE,
+  askprice1 DOUBLE,
+  bidprice1 DOUBLE,
+  volume INT
+)
+TAGS(
+  industry NCHAR(64),
+  stockID NCHAR(64
+);
+```
+
+##### 3.3.3.2 子表创建规则
+
+子表结果与超表相同，子表表名生成规则：
+1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
+2. 计算该字符串的 MD5 散列值 "md5_val"。
+3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
+
+#### 3.3.4 用户提前建表
+
+如果你已经创建好目标超级表，那么tagColumn、 fieldColumn和timestampColumn三个字段均可省略, 插件将通过执行通过`describe stableName`获取表结构的信息。
+此时要求接收到的Record中Column的顺序和执行`describe stableName`返回的列顺序相同， 比如通过`describe stableName`返回以下内容：
+```
+             Field              |         Type         |   Length    |   Note   |
+=================================================================================
+ ts                             | TIMESTAMP            |           8 |          |
+ current                        | DOUBLE               |           8 |          |
+ location                      | BINARY                |           10 | TAG      |
+```
+那么插件收到的数据第1列必须代表时间戳，第2列必须代表电流，第3列必须代表位置。
+
+#### 3.3.5 注意事项
+
+1. tagColumn、 fieldColumn和timestampColumn三个字段用于描述目标表的结构信息，这三个配置字段必须同时存在或同时省略。
+2. 如果存在以上三个配置，且目标表也已经存在，则两者必须一致。**一致性**由用户自己保证，插件不做检查。不一致可能会导致插入失败或插入数据错乱。
+3. 插件优先使用配置文件中指定的表结构。
+
+#### 3.3.6 类型转换
+
+| MongoDB 数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| ---------------- | -------------- | ----------------- |
+| int, Long        | Long           | BIGINT            |
+| double           | Double         | DOUBLE            |
+| string, array    | String         | NCHAR(64)         |
+| date             | Date           | TIMESTAMP         |
+| boolean          | Boolean        | BOOL              |
+| bytes            | Bytes          | BINARY            |
+
 
 ## 4 性能报告
 
@@ -127,13 +271,13 @@ TDengineWriter 通过 DataX 框架获取 Reader
 
 #### 4.2.1 单表测试报告
 
-| 通道数| DataX速度(Rec/s)|DataX流量(MB/s)| DataX机器网卡流出流量(MB/s)|DataX机器运行负载|DB网卡进入流量(MB/s)|DB运行负载|DB TPS|
-|--------| --------|--------|--------|--------|--------|--------|--------|
-|1|                  |                 |                             |                   |                      |            |        |
-|4|                  |                 |                             |                   |                      |            |        |
-|8|                  |                 |                             |                   |                      |            |        |
-|16|                  |                 |                             |                   |                      |            |        |
-|32|                  |                 |                             |                   |                      |            |        |
+| 通道数 | DataX速度(Rec/s) | DataX流量(MB/s) | DataX机器网卡流出流量(MB/s) | DataX机器运行负载 | DB网卡进入流量(MB/s) | DB运行负载 | DB TPS |
+| ------ | ---------------- | --------------- | --------------------------- | ----------------- | -------------------- | ---------- | ------ |
+| 1      |                  |                 |                             |                   |                      |            |        |
+| 4      |                  |                 |                             |                   |                      |            |        |
+| 8      |                  |                 |                             |                   |                      |            |        |
+| 16     |                  |                 |                             |                   |                      |            |        |
+| 32     |                  |                 |                             |                   |                      |            |        |
 
 说明：
 
@@ -143,9 +287,23 @@ TDengineWriter 通过 DataX 框架获取 Reader
 
 #### 4.2.4 性能测试小结
 
-1.
-2.
 
 ## 5 约束限制
 
-## FAQ
\ No newline at end of file
+## FAQ
+
+### 如何选取要同步的数据的范围？
+
+数据范围的选取在Reader插件端配置，对于不同的Reader插件配置方法往往不同。比如对于mysqlreader， 可以用sql语句指定数据范围。对于opentsdbreader, 用beginDateTime和endDateTime两个配置项指定数据范围。
+
+### 如何一次导入多张源表？
+
+如果Reader插件支持一次读多张表，Writer插件就能一次导入多张表。如果Reader不支持多多张表，可以建多个job，分别导入。Writer插件只负责写数据。
+
+### 1张源表导入之后对应TDengine中多少张表？
+
+这是又tagColumn决定的，如果所有tag列的值都相同，目标表也只有一个。源表有多少不同的tag组合，目标超表就会有多少子表。
+
+### 源表和目标表的字段顺序一致吗？
+
+TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表是自动调整。
\ No newline at end of file
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index d658d4a2..8eb94b33 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -19,6 +19,11 @@
     </properties>
 
     <dependencies>
+        <dependency>
+            <groupId>com.taosdata.jdbc</groupId>
+            <artifactId>taos-jdbcdriver</artifactId>
+            <version>2.0.34</version>
+        </dependency>
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>datax-common</artifactId>
@@ -37,7 +42,11 @@
             <version>${junit-version}</version>
             <scope>test</scope>
         </dependency>
-
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-lang3</artifactId>
+            <version>${commons-lang3-version}</version>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java
deleted file mode 100644
index a1d52d75..00000000
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DefaultDataHandler.java
+++ /dev/null
@@ -1,34 +0,0 @@
-package com.alibaba.datax.plugin.writer;
-
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.plugin.RecordReceiver;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.util.Properties;
-
-public class DefaultDataHandler implements DataHandler {
-    private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
-
-    @Override
-    public long handle(RecordReceiver lineReceiver, Properties properties) {
-        long count = 0;
-        Record record;
-        while ((record = lineReceiver.getFromReader()) != null) {
-
-            int recordLength = record.getColumnNumber();
-            StringBuilder sb = new StringBuilder();
-            for (int i = 0; i < recordLength; i++) {
-                Column column = record.getColumn(i);
-                sb.append(column.asString()).append("\t");
-            }
-            sb.setLength(sb.length() - 1);
-            LOG.debug(sb.toString());
-
-            count++;
-        }
-        return count;
-    }
-
-}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
similarity index 77%
rename from tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java
rename to tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
index 94d1db30..686ac27b 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
@@ -1,4 +1,4 @@
-package com.alibaba.datax.plugin.writer;
+package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.common.plugin.RecordReceiver;
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java
similarity index 81%
rename from tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java
rename to tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java
index a488e7d5..1f740d7e 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/DataHandlerFactory.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java
@@ -1,4 +1,4 @@
-package com.alibaba.datax.plugin.writer;
+package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 public class DataHandlerFactory {
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
new file mode 100644
index 00000000..733f49c5
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -0,0 +1,101 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.taosdata.jdbc.TSDBPreparedStatement;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.util.Properties;
+
+/**
+ * 默认DataHandler
+ */
+public class DefaultDataHandler implements DataHandler {
+    private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
+
+    static {
+        try {
+            Class.forName("com.taosdata.jdbc.TSDBDriver");
+        } catch (ClassNotFoundException e) {
+            e.printStackTrace();
+        }
+    }
+
+    @Override
+    public long handle(RecordReceiver lineReceiver, Properties properties) {
+        SchemaManager schemaManager = new SchemaManager(properties);
+        if (!schemaManager.configValid()) {
+            return 0;
+        }
+
+        try {
+            Connection conn = getTaosConnection(properties);
+            if (conn == null) {
+                return 0;
+            }
+            if (schemaManager.shouldGuessSchema()) {
+                LOG.info("无法从配置文件获取表结构信息，尝试从数据库获取");
+                boolean success = schemaManager.getFromDB(conn);
+                if (!success) {
+                    return 0;
+                }
+            } else {
+
+            }
+            int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, "1000"));
+            return write(lineReceiver, conn, batchSize, schemaManager);
+        } catch (Exception e) {
+            LOG.error("write failed " + e.getMessage());
+            e.printStackTrace();
+        }
+        return 0;
+    }
+
+
+    private Connection getTaosConnection(Properties properties) throws SQLException {
+        // 检查必要参数
+        String host = properties.getProperty(Key.HOST);
+        String port = properties.getProperty(Key.PORT);
+        String dbname = properties.getProperty(Key.DBNAME);
+        String user = properties.getProperty(Key.USER);
+        String password = properties.getProperty(Key.PASSWORD);
+        if (host == null || port == null || dbname == null || user == null || password == null) {
+            String keys = String.join(" ", Key.HOST, Key.PORT, Key.DBNAME, Key.USER, Key.PASSWORD);
+            LOG.error("Required options missing, please check: " + keys);
+            return null;
+        }
+        String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", host, port, dbname, user, password);
+        LOG.info("TDengine connection established, host:{} port:{} dbname:{} user:{}", host, port, dbname, user);
+        return DriverManager.getConnection(jdbcUrl);
+    }
+
+    /**
+     * 使用SQL批量写入<br/>
+     *
+     * @return 成功写入记录数
+     * @throws SQLException
+     */
+    private long write(RecordReceiver lineReceiver, Connection conn, int batchSize, SchemaManager scm) throws SQLException {
+        Record record = lineReceiver.getFromReader();
+        if (record == null) {
+            return 0;
+        }
+        if (scm.shouldCreateTable()) {
+            scm.createSTable(conn, record);
+        }
+        String pq = String.format("INSERT INTO ? USING %s TAGS(%s) (%s) values (%s)", scm.getStable(), scm.getTagValuesPlaceHolder(), scm.getJoinedFieldNames(), scm.getFieldValuesPlaceHolder());
+        LOG.info("Prepared SQL: {}", pq);
+        try (TSDBPreparedStatement stmt = (TSDBPreparedStatement) conn.prepareStatement(pq)) {
+            JDBCBatchWriter batchWriter = new JDBCBatchWriter(stmt, scm, batchSize);
+            do {
+                batchWriter.append(record);
+            } while ((record = lineReceiver.getFromReader()) != null);
+            batchWriter.flush();
+            return batchWriter.getCount();
+        }
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
new file mode 100644
index 00000000..17023d03
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
@@ -0,0 +1,149 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.taosdata.jdbc.TSDBPreparedStatement;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.SQLException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+/**
+ * 使用JDBC原生写入接口批量写入。<br/>
+ * 有两个限制条件导致批量写入的代码逻辑过于复杂，以至于需要开发新的类来封装。<br/>
+ * 1. 用户必须提前把需要批量写入的数据搜集到ArrayList中
+ * 2. 每批写入的表名必须相同。
+ * 这个类的实现逻辑是：
+ * 1. 先把属于同一子表的Record缓存起来
+ * 2. 缓存的数量达到batchSize阈值，自动执行一次批量写入
+ * 3. 最后一批数据需要用户手动flush才能写入
+ */
+public class JDBCBatchWriter {
+    public static final Logger LOG = LoggerFactory.getLogger(JDBCBatchWriter.class);
+
+    private TSDBPreparedStatement stmt;
+    private SchemaManager scm;
+    private int batchSize;
+    // 缓存Record， key为tableName
+    Map<String, List<Record>> buf = new HashMap<>();
+    // 缓存表的标签值， key为tableName
+    Map<String, String[]> tableTagValues = new HashMap<>();
+    private long sucCount = 0;
+    private final int tsColIndex;
+    private List<String> fieldList;
+    private Map<String, Integer> fieldIndexMap;
+
+    public JDBCBatchWriter(TSDBPreparedStatement stmt, SchemaManager scm, int batchSize) {
+        this.stmt = stmt;
+        this.scm = scm;
+        this.batchSize = batchSize;
+        this.tsColIndex = scm.getTsColIndex();
+        this.fieldList = scm.getFieldList();
+        this.fieldIndexMap = scm.getFieldIndexMap();
+    }
+
+
+    public void append(Record record) throws SQLException {
+        String[] tagValues = scm.getTagValuesFromRecord(record);
+        String tableName = scm.computeTableName(tagValues);
+        if (buf.containsKey(tableName)) {
+            List<Record> lis = buf.get(tableName);
+            lis.add(record);
+            if (lis.size() == batchSize) {
+                executeBatch(tableName);
+                lis.clear();
+            }
+        } else {
+            List<Record> lis = new ArrayList<>(batchSize);
+            lis.add(record);
+            buf.put(tableName, lis);
+            tableTagValues.put(tableName, tagValues);
+        }
+    }
+
+    /**
+     * 执行单表批量写入
+     *
+     * @param tableName
+     * @throws SQLException
+     */
+    private void executeBatch(String tableName) throws SQLException {
+        // 表名
+        stmt.setTableName(tableName);
+        List<Record> records = buf.get(tableName);
+        // 标签
+        String[] tagValues = tableTagValues.get(tableName);
+        LOG.debug("executeBatch {}", String.join(",", tagValues));
+        for (int i = 0; i < tagValues.length; ++i) {
+            stmt.setTagNString(i, tagValues[i]);
+        }
+        // 时间戳
+        ArrayList<Long> tsList = records.stream().map(r -> r.getColumn(tsColIndex).asDate().getTime()).collect(Collectors.toCollection(ArrayList::new));
+        stmt.setTimestamp(0, tsList);
+        // 字段
+        Record record = records.get(0);
+        for (int i = 0; i < fieldList.size(); ) {
+            String fieldName = fieldList.get(i);
+            int index = fieldIndexMap.get(fieldName);
+            Column column = record.getColumn(index);
+            switch (column.getType()) {
+                case LONG:
+                    ArrayList<Long> lisLong = records.stream().map(r -> r.getColumn(index).asBigInteger().longValue()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setLong(++i, lisLong);
+                    break;
+                case DOUBLE:
+                    ArrayList<Double> lisDouble = records.stream().map(r -> r.getColumn(index).asDouble()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setDouble(++i, lisDouble);
+                    break;
+                case STRING:
+                    ArrayList<String> lisString = records.stream().map(r -> r.getColumn(index).asString()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setNString(++i, lisString, 64);
+                    break;
+                case DATE:
+                    ArrayList<Long> lisTs = records.stream().map(r -> r.getColumn(index).asBigInteger().longValue()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setTimestamp(++i, lisTs);
+                    break;
+                case BOOL:
+                    ArrayList<Boolean> lisBool = records.stream().map(r -> r.getColumn(index).asBoolean()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setBoolean(++i, lisBool);
+                    break;
+                case BYTES:
+                    ArrayList<String> lisBytes = records.stream().map(r -> r.getColumn(index).asString()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setString(++i, lisBytes, 64);
+                    break;
+                default:
+                    throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, column.getType().toString());
+            }
+        }
+        // 执行
+        stmt.columnDataAddBatch();
+        stmt.columnDataExecuteBatch();
+        // 更新计数器
+        sucCount += records.size();
+    }
+
+    /**
+     * 把缓存的Record全部写入
+     */
+    public void flush() throws SQLException {
+        for (String tabName : buf.keySet()) {
+            if (buf.get(tabName).size() > 0) {
+                executeBatch(tabName);
+            }
+        }
+        stmt.columnDataCloseBatch();
+    }
+
+    /**
+     * @return 成功写入的数据量
+     */
+    public long getCount() {
+        return sucCount;
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java
similarity index 98%
rename from tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
rename to tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java
index 3ce786e5..0aabe32a 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/JniConnection.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java
@@ -1,4 +1,4 @@
-package com.alibaba.datax.plugin.writer;
+package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import java.util.Properties;
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
similarity index 52%
rename from tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/Key.java
rename to tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
index b240bce4..090a7999 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/Key.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
@@ -1,4 +1,4 @@
-package com.alibaba.datax.plugin.writer;
+package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 public class Key {
     public static final String HOST = "host";
@@ -7,5 +7,8 @@ public class Key {
     public static final String USER = "user";
     public static final String PASSWORD = "password";
     public static final String BATCH_SIZE = "batchSize";
-
+    public static final String STABLE = "stable";
+    public static final String TAG_COLUMN = "tagColumn";
+    public static final String FIELD_COLUMN = "fieldColumn";
+    public static final String TIMESTAMP_COLUMN = "timestampColumn";
 }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
similarity index 98%
rename from tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java
rename to tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
index 599e5f3e..52f1aa7a 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/OpentsdbDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
@@ -1,4 +1,4 @@
-package com.alibaba.datax.plugin.writer;
+package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
new file mode 100644
index 00000000..b3d7b7e3
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -0,0 +1,255 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import org.apache.commons.codec.digest.DigestUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.*;
+import java.util.stream.Collectors;
+
+public class SchemaManager {
+    private static final Logger LOG = LoggerFactory.getLogger(SchemaManager.class);
+
+    private String stable; // 目标超表名
+    private Map<String, String> fixedTagValue = new HashMap<>(); // 固定标签值 标签名 -> 标签值
+    private Map<String, Integer> tagIndexMap = new HashMap<>(); // 动态标签值  标签名 -> 列索引
+    private Map<String, Integer> fieldIndexMap = new HashMap<>(); // 字段名 -> 字段索引
+    private String tsColName; // 时间戳列名
+    private int tsColIndex = -1; // 时间戳列索引
+    private List<String> fieldList = new ArrayList<>();
+    private List<String> tagList = new ArrayList<>();
+    private boolean canInferSchemaFromConfig = false;
+
+
+    public SchemaManager() {
+    }
+
+    public SchemaManager(Properties properties) {
+        getFromConfig(properties);
+    }
+
+    private String mapDataxType(Column.Type type) {
+        switch (type) {
+            case LONG:
+                return "BIGINT";
+            case DOUBLE:
+                return "DOUBLE";
+            case STRING:
+                return "NCHAR(64)";
+            case DATE:
+                return "TIMESTAMP";
+            case BOOL:
+                return "BOOL";
+            case BYTES:
+                return "BINARY";
+            default:
+                throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, type.toString());
+        }
+    }
+
+    public void setStable(String stable) {
+        stable = stable;
+    }
+
+    public String getStable() {
+        return stable;
+    }
+
+    private void getFromConfig(Properties properties) {
+        stable = properties.getProperty(Key.STABLE);
+        if (stable == null) {
+            LOG.error("配置错误: no stable");
+            return;
+        }
+        for (Object key : properties.keySet()) {
+            String k = (String) key;
+            String v = properties.getProperty(k);
+
+            String[] ps = k.split("\\.");
+            if (ps.length == 1) {
+                continue;
+            }
+            if (k.startsWith(Key.TAG_COLUMN)) {
+                String tagName = ps[1];
+                try {
+                    Integer tagIndex = Integer.parseInt(v);
+                    this.tagIndexMap.put(tagName, tagIndex);
+                    tagList.add(tagName);
+                } catch (NumberFormatException e) {
+                    fixedTagValue.put(tagName, v);
+                    tagList.add(tagName);
+                }
+            } else if (k.startsWith(Key.FIELD_COLUMN)) {
+                String fieldName = ps[1];
+                Integer fileIndex = Integer.parseInt(v);
+                fieldIndexMap.put(fieldName, fileIndex);
+            } else if (k.startsWith(Key.TIMESTAMP_COLUMN)) {
+                tsColName = ps[1];
+                tsColIndex = Integer.parseInt(v);
+            }
+        }
+        List<String> sortedFieldName = fieldIndexMap.entrySet().stream().sorted((x, y) -> x.getValue().compareTo(y.getValue())).map(e -> e.getKey()).collect(Collectors.toList());
+        fieldList.addAll(sortedFieldName); // 排序的目的是保证自动建表时列的顺序和输入数据的列的顺序保持一致
+        canInferSchemaFromConfig = tsColIndex > -1 && !(fixedTagValue.isEmpty() && tagIndexMap.isEmpty()) && !fieldIndexMap.isEmpty();
+        LOG.info("配置文件解析结果：fixedTags=[{}] ,tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", fixedTagValue.keySet()), String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
+    }
+
+    public boolean shouldGuessSchema() {
+        return !canInferSchemaFromConfig;
+    }
+
+    public boolean shouldCreateTable() {
+        return canInferSchemaFromConfig;
+    }
+
+    public boolean configValid() {
+        boolean valid = (tagList.size() > 0 && fieldList.size() > 0 && tsColIndex > -1) || (tagList.size() == 0 && fieldList.size() == 0 && tsColIndex == -1);
+        if (!valid) {
+            LOG.error("配置错误. tag_columns，field_columns，timestamp_column必须同时存在或同时省略，当前解析结果: tag_columns: {}, field_columns:{}, timestamp_column:{} tsColIndex:{}",
+                    (fixedTagValue.size() + tagIndexMap.size()), fieldIndexMap.size(), tsColName, tsColIndex);
+        }
+        return valid;
+    }
+
+    /**
+     * 通过执行`describe dbname.stable`命令，获取表的schema.<br/>
+     * describe命名返回有4列内容，分布是：Field,Type,Length,Note<br/>
+     *
+     * @return 成功返回true，如果超表不存在或其他错误则返回false
+     */
+    public boolean getFromDB(Connection conn) {
+        try {
+            List<String> stables = getSTables(conn);
+            if (!stables.contains(stable)) {
+                LOG.error("超级表{}不存在，无法从数据库获取表结构信息.", stable);
+                return false;
+            }
+        } catch (SQLException e) {
+            LOG.error(e.getMessage());
+            e.printStackTrace();
+            return false;
+        }
+        try (Statement stmt = conn.createStatement()) {
+            ResultSet rs = stmt.executeQuery("describe " + stable);
+            int colIndex = 0;
+            while (rs.next()) {
+                String name = rs.getString(1);
+                String type = rs.getString(2);
+                String note = rs.getString(4);
+                if ("TIMESTAMP".equals(type)) {
+                    tsColName = name;
+                    tsColIndex = colIndex;
+                } else if ("TAG".equals(note)) {
+                    tagIndexMap.put(name, colIndex);
+                    tagList.add(name);
+                } else {
+                    fieldIndexMap.put(name, colIndex);
+                    fieldList.add(name);
+                }
+                colIndex++;
+            }
+            LOG.info("从数据库获取的表结构概要：tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
+            return true;
+        } catch (SQLException e) {
+            LOG.error(e.getMessage());
+            e.printStackTrace();
+            return false;
+        }
+    }
+
+    public static List<String> getSTables(Connection conn) throws SQLException {
+        List<String> stables = new ArrayList<>();
+        try (Statement stmt = conn.createStatement()) {
+            ResultSet rs = stmt.executeQuery("show stables");
+            while (rs.next()) {
+                String name = rs.getString(1);
+                stables.add(name);
+            }
+        }
+        return stables;
+    }
+
+    public void createSTable(Connection conn, Record record) throws SQLException {
+        StringBuilder sb = new StringBuilder();
+        sb.append("CREATE STABLE IF NOT EXISTS ").append(stable).append("(");
+        sb.append(tsColName).append(" ").append("TIMESTAMP,");
+        for (String fieldName : fieldList) {
+            sb.append(fieldName).append(' ');
+            Column col = record.getColumn(fieldIndexMap.get(fieldName));
+            String tdType = mapDataxType(col.getType());
+            sb.append(tdType).append(',');
+        }
+        sb.deleteCharAt(sb.length() - 1);
+        sb.append(") TAGS(");
+        for (String tagName : tagList) {
+            sb.append(tagName).append(" NCHAR(64),");
+        }
+        sb.deleteCharAt(sb.length() - 1);
+        sb.append(")");
+        String q = sb.toString();
+        LOG.info("自动创建超级表：" + q);
+        try (Statement stmt = conn.createStatement()) {
+            stmt.execute(q);
+        }
+    }
+
+    public String[] getTagValuesFromRecord(Record record) {
+        String[] tagValues = new String[tagList.size()];
+        for (int i = 0; i < tagList.size(); ++i) {
+            if (fixedTagValue.containsKey(tagList.get(i))) {
+                tagValues[i] = fixedTagValue.get(tagList.get(i));
+            } else {
+                int tagIndex = tagIndexMap.get(tagList.get(i));
+                tagValues[i] = record.getColumn(tagIndex).asString();
+            }
+        }
+        return tagValues;
+    }
+
+    public Map<String, Integer> getFieldIndexMap() {
+        return fieldIndexMap;
+    }
+
+    public List<String> getFieldList() {
+        return fieldList;
+    }
+
+    public String getJoinedFieldNames() {
+        return tsColName + ", " + String.join(", ", fieldList);
+    }
+
+    public int getTsColIndex() {
+        return tsColIndex;
+    }
+
+    public String getTagValuesPlaceHolder() {
+        return tagList.stream().map(x -> "?").collect(Collectors.joining(","));
+    }
+
+    public String getFieldValuesPlaceHolder() {
+        return "?, " + fieldList.stream().map(x -> "?").collect(Collectors.joining(", "));
+    }
+
+    /**
+     * 计算子表表名
+     * <ol>
+     * <li>将标签的value 组合成为如下的字符串: tag_value1!tag_value2!tag_value3。</li>
+     * <li>计算该字符串的 MD5 散列值 "md5_val"。</li>
+     * <li>"t_md5val"作为子表名。其中的 "t" 是固定的前缀。</li>
+     * </ol>
+     *
+     * @param tagValues
+     * @return
+     */
+    public String computeTableName(String[] tagValues) {
+        String s = String.join("!", tagValues);
+        return "t_" + DigestUtils.md5Hex(s);
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
similarity index 84%
rename from tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
rename to tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
index 84600802..70ea5737 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
@@ -1,4 +1,4 @@
-package com.alibaba.datax.plugin.writer;
+package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 
 import com.alibaba.datax.common.plugin.RecordReceiver;
@@ -64,7 +64,13 @@ public class TDengineWriter extends Writer {
                 String value = this.writerSliceConfig.getString(key);
                 properties.setProperty(key, value);
             }
-
+            if (!keys.contains(Key.USER)) {
+                properties.setProperty(Key.USER, "root");
+            }
+            if (!keys.contains(Key.PASSWORD)) {
+                properties.setProperty(Key.PASSWORD, "taosdata");
+            }
+            LOG.debug("========================properties==========================\n" + properties.toString());
             String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
             LOG.debug("start to handle record from: " + peerPluginName);
             DataHandler handler = DataHandlerFactory.build(peerPluginName);
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriterErrorCode.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
similarity index 75%
rename from tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriterErrorCode.java
rename to tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
index 02e87079..994f1e89 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/TDengineWriterErrorCode.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
@@ -1,9 +1,10 @@
-package com.alibaba.datax.plugin.writer;
+package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.common.spi.ErrorCode;
 
 public enum TDengineWriterErrorCode implements ErrorCode {
-    RUNTIME_EXCEPTION("TDengineWriter-00", "运行时异常");
+    RUNTIME_EXCEPTION("TDengineWriter-00", "运行时异常"),
+    TYPE_ERROR("TDengineWriter-00", "Datax类型无法正确映射到TDengine类型");
 
     private final String code;
     private final String description;
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h
similarity index 100%
rename from tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/com_alibaba_datax_plugin_writer_JniConnection.h
rename to tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h
diff --git a/tdenginewriter/src/main/resources/plugin.json b/tdenginewriter/src/main/resources/plugin.json
index 6c900a15..e54f65ff 100755
--- a/tdenginewriter/src/main/resources/plugin.json
+++ b/tdenginewriter/src/main/resources/plugin.json
@@ -1,9 +1,9 @@
 {
     "name": "tdenginewriter",
-    "class": "com.alibaba.datax.plugin.writer.TDengineWriter",
+    "class": "com.alibaba.datax.plugin.writer.tdenginewriter.TDengineWriter",
     "description": {
         "useScene": "data migration to tdengine",
-        "mechanism": "use JNI to write data to tdengine."
+        "mechanism": "use JNI or taos-jdbc to write data to tdengine."
     },
     "developer": "zyyang-taosdata"
 }
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java
similarity index 90%
rename from tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
rename to tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java
index 040cf34c..09c3df26 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/JniConnectionTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java
@@ -1,4 +1,4 @@
-package com.alibaba.datax.plugin.writer;
+package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import org.junit.Test;
 
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
new file mode 100644
index 00000000..43928db9
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
@@ -0,0 +1,21 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+
+public class TDengineWriterTest {
+
+
+    @Test
+    public void testGetSchema() throws ClassNotFoundException, SQLException {
+        Class.forName("com.taosdata.jdbc.TSDBDriver");
+        String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", "wozai.fun", "6030", "test", "root", "taosdata");
+        Connection conn = DriverManager.getConnection(jdbcUrl);
+        SchemaManager schemaManager = new SchemaManager();
+        schemaManager.setStable("test1");
+        schemaManager.getFromDB(conn);
+    }
+}

From ca1851fb995a3200bd4c186539ff1930b7162e8d Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 18 Nov 2021 18:06:10 +0800
Subject: [PATCH 079/251] mongodb2tdengine test and refine

---
 core/src/main/job/mongodb2tdengine.json       |   4 +-
 tdenginewriter/doc/tdenginewriter.md          |  11 +-
 .../writer/tdenginewriter/DataHandler.java    |   3 +-
 .../tdenginewriter/DefaultDataHandler.java    |  17 +--
 .../tdenginewriter/JDBCBatchWriter.java       | 100 ++++++++++++++++--
 .../tdenginewriter/OpentsdbDataHandler.java   |   3 +-
 .../writer/tdenginewriter/SchemaManager.java  |  25 ++++-
 .../writer/tdenginewriter/TDengineWriter.java |   2 +-
 .../tdenginewriter/TDengineWriterTest.java    |  10 ++
 9 files changed, 150 insertions(+), 25 deletions(-)

diff --git a/core/src/main/job/mongodb2tdengine.json b/core/src/main/job/mongodb2tdengine.json
index 4cfc987e..45e5a640 100644
--- a/core/src/main/job/mongodb2tdengine.json
+++ b/core/src/main/job/mongodb2tdengine.json
@@ -11,7 +11,7 @@
                     "name": "mongodbreader",
                     "parameter": {
                         "address": [
-                            "123.56.104.14:27017"
+                            "127.0.0.1:27017"
                         ],
                         "userName": "admin678",
                         "mechanism": "SCRAM-SHA-1",
@@ -50,7 +50,7 @@
                 "writer": {
                     "name": "tdenginewriter",
                     "parameter": {
-                        "host": "123.56.104.14",
+                        "host": "127.0.0.1",
                         "port": 6030,
                         "dbname": "test",
                         "user": "root",
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index c9c222a2..9ab64a2d 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -290,6 +290,9 @@ TAGS(
 
 ## 5 约束限制
 
+1. 本插件自动创建超级表时NCHAR类型的长度固定为64，对于包含长度大于64的字符串的数据源，将不支持。
+2. 标签列不能包含null值，如果包含会被过滤掉。
+
 ## FAQ
 
 ### 如何选取要同步的数据的范围？
@@ -300,10 +303,14 @@ TAGS(
 
 如果Reader插件支持一次读多张表，Writer插件就能一次导入多张表。如果Reader不支持多多张表，可以建多个job，分别导入。Writer插件只负责写数据。
 
-### 1张源表导入之后对应TDengine中多少张表？
+### 一张源表导入之后对应TDengine中多少张表？
 
 这是又tagColumn决定的，如果所有tag列的值都相同，目标表也只有一个。源表有多少不同的tag组合，目标超表就会有多少子表。
 
 ### 源表和目标表的字段顺序一致吗？
 
-TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表是自动调整。
\ No newline at end of file
+TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表是自动调整。
+
+### 插件如何确定各列的数据类型？
+
+抽样收到的第一批数据自动推断各列的类型。schema是从数据来的，因此要保障“好的”数据占大多数。
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
index 686ac27b..421c2fe4 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
@@ -1,10 +1,11 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
 
 import java.util.Properties;
 
 public interface DataHandler {
 
-    long handle(RecordReceiver lineReceiver, Properties properties);
+    long handle(RecordReceiver lineReceiver, Properties properties, TaskPluginCollector collector);
 }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 733f49c5..9250910a 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -2,6 +2,7 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.taosdata.jdbc.TSDBPreparedStatement;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -16,7 +17,6 @@ import java.util.Properties;
  */
 public class DefaultDataHandler implements DataHandler {
     private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
-
     static {
         try {
             Class.forName("com.taosdata.jdbc.TSDBDriver");
@@ -26,7 +26,7 @@ public class DefaultDataHandler implements DataHandler {
     }
 
     @Override
-    public long handle(RecordReceiver lineReceiver, Properties properties) {
+    public long handle(RecordReceiver lineReceiver, Properties properties, TaskPluginCollector collector) {
         SchemaManager schemaManager = new SchemaManager(properties);
         if (!schemaManager.configValid()) {
             return 0;
@@ -47,7 +47,11 @@ public class DefaultDataHandler implements DataHandler {
 
             }
             int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, "1000"));
-            return write(lineReceiver, conn, batchSize, schemaManager);
+            if (batchSize < 5) {
+                LOG.error("batchSize太小，会增加自动类型推断错误的概率，建议改大后重试");
+                return 0;
+            }
+            return write(lineReceiver, conn, batchSize, schemaManager, collector);
         } catch (Exception e) {
             LOG.error("write failed " + e.getMessage());
             e.printStackTrace();
@@ -79,18 +83,15 @@ public class DefaultDataHandler implements DataHandler {
      * @return 成功写入记录数
      * @throws SQLException
      */
-    private long write(RecordReceiver lineReceiver, Connection conn, int batchSize, SchemaManager scm) throws SQLException {
+    private long write(RecordReceiver lineReceiver, Connection conn, int batchSize, SchemaManager scm, TaskPluginCollector collector) throws SQLException {
         Record record = lineReceiver.getFromReader();
         if (record == null) {
             return 0;
         }
-        if (scm.shouldCreateTable()) {
-            scm.createSTable(conn, record);
-        }
         String pq = String.format("INSERT INTO ? USING %s TAGS(%s) (%s) values (%s)", scm.getStable(), scm.getTagValuesPlaceHolder(), scm.getJoinedFieldNames(), scm.getFieldValuesPlaceHolder());
         LOG.info("Prepared SQL: {}", pq);
         try (TSDBPreparedStatement stmt = (TSDBPreparedStatement) conn.prepareStatement(pq)) {
-            JDBCBatchWriter batchWriter = new JDBCBatchWriter(stmt, scm, batchSize);
+            JDBCBatchWriter batchWriter = new JDBCBatchWriter(conn, stmt, scm, batchSize, collector);
             do {
                 batchWriter.append(record);
             } while ((record = lineReceiver.getFromReader()) != null);
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
index 17023d03..21974e93 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
@@ -3,10 +3,13 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.AbstractTaskPlugin;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.taosdata.jdbc.TSDBPreparedStatement;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
+import java.sql.Connection;
 import java.sql.SQLException;
 import java.util.ArrayList;
 import java.util.HashMap;
@@ -26,10 +29,12 @@ import java.util.stream.Collectors;
  */
 public class JDBCBatchWriter {
     public static final Logger LOG = LoggerFactory.getLogger(JDBCBatchWriter.class);
-
     private TSDBPreparedStatement stmt;
     private SchemaManager scm;
+    private Connection conn;
     private int batchSize;
+    private TaskPluginCollector collector;
+
     // 缓存Record， key为tableName
     Map<String, List<Record>> buf = new HashMap<>();
     // 缓存表的标签值， key为tableName
@@ -37,25 +42,57 @@ public class JDBCBatchWriter {
     private long sucCount = 0;
     private final int tsColIndex;
     private List<String> fieldList;
+    // 每个record至少应该包含的列数，用于检测数据
+    private int minColNum = 0;
     private Map<String, Integer> fieldIndexMap;
+    private List<Column.Type> fieldTypes = null;
 
-    public JDBCBatchWriter(TSDBPreparedStatement stmt, SchemaManager scm, int batchSize) {
+    public JDBCBatchWriter(Connection conn, TSDBPreparedStatement stmt, SchemaManager scm, int batchSize, TaskPluginCollector collector) {
+        this.conn = conn;
         this.stmt = stmt;
         this.scm = scm;
         this.batchSize = batchSize;
+        this.collector = collector;
         this.tsColIndex = scm.getTsColIndex();
         this.fieldList = scm.getFieldList();
         this.fieldIndexMap = scm.getFieldIndexMap();
+        this.minColNum = 1 + fieldList.size() + scm.getDynamicTagCount();
+
     }
 
+    public void initFiledTypesAndTargetTable(List<Record> records) throws SQLException {
+        if (fieldTypes != null) {
+            return;
+        }
+        guessFieldTypes(records);
+        if (scm.shouldCreateTable()) {
+            scm.createSTable(conn, fieldTypes);
+        }
+    }
 
     public void append(Record record) throws SQLException {
+        int columnNum = record.getColumnNumber();
+        if (columnNum < minColNum) {
+            collector.collectDirtyRecord(record, "实际列数小于期望列数");
+            return;
+        }
         String[] tagValues = scm.getTagValuesFromRecord(record);
+        if (tagValues == null) {
+            collector.collectDirtyRecord(record, "标签列包含null");
+            return;
+        }
+        if (!scm.hasTimestamp(record)) {
+            collector.collectDirtyRecord(record, "时间戳列为null或类型错误");
+            return;
+        }
         String tableName = scm.computeTableName(tagValues);
         if (buf.containsKey(tableName)) {
             List<Record> lis = buf.get(tableName);
             lis.add(record);
             if (lis.size() == batchSize) {
+                if (fieldTypes == null) {
+                    initFiledTypesAndTargetTable(lis);
+                }
                 executeBatch(tableName);
                 lis.clear();
             }
@@ -67,6 +104,49 @@ public class JDBCBatchWriter {
         }
     }
 
+    /**
+     * 只有String类型比较特别，测试发现值为null的列会转成String类型。所以Column的类型为String并不代表这一列的类型真的是String。
+     *
+     * @param records
+     */
+    private void guessFieldTypes(List<Record> records) {
+        fieldTypes = new ArrayList<>(fieldList.size());
+        for (int i = 0; i < fieldList.size(); ++i) {
+            int colIndex = fieldIndexMap.get(fieldList.get(i));
+            boolean ok = false;
+            for (int j = 0; j < records.size() && !ok; ++j) {
+                Column column = records.get(j).getColumn(colIndex);
+                Column.Type type = column.getType();
+                switch (type) {
+                    case LONG:
+                    case DOUBLE:
+                    case DATE:
+                    case BOOL:
+                    case BYTES:
+                        if (column.getRawData() != null) {
+                            fieldTypes.add(type);
+                            ok = true;
+                        }
+                        break;
+                    case STRING:
+                        // 只有非null且非空的String列，才会被真的当作String类型。
+                        String value = column.asString();
+                        if (value != null && !"".equals(value)) {
+                            fieldTypes.add(type);
+                            ok = true;
+                        }
+                        break;
+                    default:
+                        throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, fieldTypes.get(i).toString());
+                }
+            }
+            if (!ok) {
+                throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, String.format("根据采样的%d条数据，无法推断第%d列的数据类型", records.size(), i + 1));
+            }
+        }
+        LOG.info("Field Types: {}", fieldTypes);
+    }
+
     /**
      * 执行单表批量写入
      *
@@ -87,12 +167,10 @@ public class JDBCBatchWriter {
         ArrayList<Long> tsList = records.stream().map(r -> r.getColumn(tsColIndex).asDate().getTime()).collect(Collectors.toCollection(ArrayList::new));
         stmt.setTimestamp(0, tsList);
         // 字段
-        Record record = records.get(0);
         for (int i = 0; i < fieldList.size(); ) {
             String fieldName = fieldList.get(i);
             int index = fieldIndexMap.get(fieldName);
-            Column column = record.getColumn(index);
-            switch (column.getType()) {
+            switch (fieldTypes.get(i)) {
                 case LONG:
                     ArrayList<Long> lisLong = records.stream().map(r -> r.getColumn(index).asBigInteger().longValue()).collect(Collectors.toCollection(ArrayList::new));
                     stmt.setLong(++i, lisLong);
@@ -118,7 +196,7 @@ public class JDBCBatchWriter {
                     stmt.setString(++i, lisBytes, 64);
                     break;
                 default:
-                    throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, column.getType().toString());
+                    throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, fieldTypes.get(i).toString());
             }
         }
         // 执行
@@ -132,6 +210,16 @@ public class JDBCBatchWriter {
      * 把缓存的Record全部写入
      */
     public void flush() throws SQLException {
+        if (fieldTypes == null) {
+            List<Record> records = new ArrayList<>();
+            for (List<Record> lis : buf.values()) {
+                records.addAll(lis);
+                if (records.size() > 100) {
+                    break;
+                }
+            }
+            initFiledTypesAndTargetTable(records);
+        }
         for (String tabName : buf.keySet()) {
             if (buf.get(tabName).size() > 0) {
                 executeBatch(tabName);
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
index 52f1aa7a..e1b8f5dd 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
@@ -4,6 +4,7 @@ import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -14,7 +15,7 @@ public class OpentsdbDataHandler implements DataHandler {
     private static final String DEFAULT_BATCH_SIZE = "1";
 
     @Override
-    public long handle(RecordReceiver lineReceiver, Properties properties) {
+    public long handle(RecordReceiver lineReceiver, Properties properties, TaskPluginCollector collector) {
         // opentsdb json protocol use JNI and schemaless API to write
         String host = properties.getProperty(Key.HOST);
         int port = Integer.parseInt(properties.getProperty(Key.PORT));
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
index b3d7b7e3..21b8ef01 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -176,14 +176,15 @@ public class SchemaManager {
         return stables;
     }
 
-    public void createSTable(Connection conn, Record record) throws SQLException {
+    public void createSTable(Connection conn, List<Column.Type> fieldTypes) throws SQLException {
         StringBuilder sb = new StringBuilder();
         sb.append("CREATE STABLE IF NOT EXISTS ").append(stable).append("(");
         sb.append(tsColName).append(" ").append("TIMESTAMP,");
-        for (String fieldName : fieldList) {
+        for (int i = 0; i < fieldList.size(); ++i) {
+            String fieldName = fieldList.get(i);
+            Column.Type dxType = fieldTypes.get(i);
             sb.append(fieldName).append(' ');
-            Column col = record.getColumn(fieldIndexMap.get(fieldName));
-            String tdType = mapDataxType(col.getType());
+            String tdType = mapDataxType(dxType);
             sb.append(tdType).append(',');
         }
         sb.deleteCharAt(sb.length() - 1);
@@ -209,10 +210,22 @@ public class SchemaManager {
                 int tagIndex = tagIndexMap.get(tagList.get(i));
                 tagValues[i] = record.getColumn(tagIndex).asString();
             }
+            if (tagValues[i] == null) {
+                return null;
+            }
         }
         return tagValues;
     }
 
+    public boolean hasTimestamp(Record record) {
+        Column column = record.getColumn(tsColIndex);
+        if (column.getType() == Column.Type.DATE && column.asDate() != null) {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
     public Map<String, Integer> getFieldIndexMap() {
         return fieldIndexMap;
     }
@@ -252,4 +265,8 @@ public class SchemaManager {
         String s = String.join("!", tagValues);
         return "t_" + DigestUtils.md5Hex(s);
     }
+
+    public int getDynamicTagCount() {
+        return tagIndexMap.size();
+    }
 }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
index 70ea5737..cd223792 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
@@ -74,7 +74,7 @@ public class TDengineWriter extends Writer {
             String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
             LOG.debug("start to handle record from: " + peerPluginName);
             DataHandler handler = DataHandlerFactory.build(peerPluginName);
-            long records = handler.handle(lineReceiver, properties);
+            long records = handler.handle(lineReceiver, properties, getTaskPluginCollector());
             LOG.debug("handle data finished, records: " + records);
         }
 
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
index 43928db9..62bf7040 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
@@ -5,6 +5,7 @@ import org.junit.Test;
 import java.sql.Connection;
 import java.sql.DriverManager;
 import java.sql.SQLException;
+import java.sql.Statement;
 
 public class TDengineWriterTest {
 
@@ -18,4 +19,13 @@ public class TDengineWriterTest {
         schemaManager.setStable("test1");
         schemaManager.getFromDB(conn);
     }
+
+    @Test
+    public void dropTestTable() throws ClassNotFoundException, SQLException {
+        Class.forName("com.taosdata.jdbc.TSDBDriver");
+        String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", "wozai.fun", "6030", "test", "root", "taosdata");
+        Connection conn = DriverManager.getConnection(jdbcUrl);
+        Statement stmt = conn.createStatement();
+        stmt.execute("drop table market_snapshot");
+    }
 }

From 75d4f7e101bc17bf0427acc7efcdafb4648642ff Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 18 Nov 2021 19:08:19 +0800
Subject: [PATCH 080/251] mongodb2tdengine check records count before flush

---
 .../datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java | 6 +++++-
 1 file changed, 5 insertions(+), 1 deletion(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
index 21974e93..3b1f860b 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
@@ -218,7 +218,11 @@ public class JDBCBatchWriter {
                     break;
                 }
             }
-            initFiledTypesAndTargetTable(records);
+            if (records.size() > 0) {
+                initFiledTypesAndTargetTable(records);
+            } else {
+                return;
+            }
         }
         for (String tabName : buf.keySet()) {
             if (buf.get(tabName).size() > 0) {

From 485d2d881593aaadc0ad39c95aa215e88d2f38db Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 18 Nov 2021 20:18:40 +0800
Subject: [PATCH 081/251] mongodb2tdengine typo

---
 tdenginewriter/doc/tdenginewriter.md                            | 2 +-
 .../datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java     | 1 -
 .../datax/plugin/writer/tdenginewriter/SchemaManager.java       | 2 +-
 3 files changed, 2 insertions(+), 3 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 9ab64a2d..715080c1 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -197,7 +197,7 @@ CREATE STABLE IF NOT EXISTS market_snapshot (
 )
 TAGS(
   industry NCHAR(64),
-  stockID NCHAR(64
+  stockID NCHAR(64)
 );
 ```
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
index 3b1f860b..279e6ed3 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
@@ -3,7 +3,6 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.plugin.AbstractTaskPlugin;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.taosdata.jdbc.TSDBPreparedStatement;
 import org.slf4j.Logger;
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
index 21b8ef01..22c8a44f 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -48,7 +48,7 @@ public class SchemaManager {
             case BOOL:
                 return "BOOL";
             case BYTES:
-                return "BINARY";
+                return "BINARY(64)";
             default:
                 throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, type.toString());
         }

From be78295e116f6b2c98e65bb76c3d5cf2b71f2578 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 18 Nov 2021 22:57:53 +0800
Subject: [PATCH 082/251] mongodb2tdengine typo

---
 tdenginewriter/doc/tdenginewriter.md                          | 4 ++--
 .../datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java   | 2 +-
 2 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 715080c1..432b1fb2 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -305,7 +305,7 @@ TAGS(
 
 ### 一张源表导入之后对应TDengine中多少张表？
 
-这是又tagColumn决定的，如果所有tag列的值都相同，目标表也只有一个。源表有多少不同的tag组合，目标超表就会有多少子表。
+这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超表就有多少子表。
 
 ### 源表和目标表的字段顺序一致吗？
 
@@ -313,4 +313,4 @@ TDengine要求每个表第一列是时间戳列，后边是普通字段，最后
 
 ### 插件如何确定各列的数据类型？
 
-抽样收到的第一批数据自动推断各列的类型。schema是从数据来的，因此要保障“好的”数据占大多数。
\ No newline at end of file
+根据收到的第一批数据自动推断各列的类型。
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
index 279e6ed3..20065a70 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
@@ -41,7 +41,7 @@ public class JDBCBatchWriter {
     private long sucCount = 0;
     private final int tsColIndex;
     private List<String> fieldList;
-    // 每个record至少应该包含的列数，用于检测数据
+    // 每个record至少应该包含的列数，用于校验数据
     private int minColNum = 0;
     private Map<String, Integer> fieldIndexMap;
     private List<Column.Type> fieldTypes = null;

From e5c3fed1a939e8006911a423f7559ff5b7428a1c Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Fri, 19 Nov 2021 14:20:37 +0800
Subject: [PATCH 083/251] i18n support for some import log messages

---
 .../tdenginewriter/DefaultDataHandler.java    |  7 ++++--
 .../tdenginewriter/JDBCBatchWriter.java       | 12 ++++++---
 .../plugin/writer/tdenginewriter/Msg.java     | 20 +++++++++++++++
 .../writer/tdenginewriter/SchemaManager.java  | 13 +++++-----
 .../resources/tdenginewritermsg.properties    |  6 +++++
 .../tdenginewritermsg_en_US.properties        |  6 +++++
 .../tdenginewritermsg_zh_CN.properties        |  6 +++++
 .../writer/tdenginewriter/MessageTest.java    | 25 +++++++++++++++++++
 8 files changed, 82 insertions(+), 13 deletions(-)
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java
 create mode 100644 tdenginewriter/src/main/resources/tdenginewritermsg.properties
 create mode 100644 tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
 create mode 100644 tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 9250910a..91c2b7e3 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -17,6 +17,7 @@ import java.util.Properties;
  */
 public class DefaultDataHandler implements DataHandler {
     private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
+
     static {
         try {
             Class.forName("com.taosdata.jdbc.TSDBDriver");
@@ -38,7 +39,8 @@ public class DefaultDataHandler implements DataHandler {
                 return 0;
             }
             if (schemaManager.shouldGuessSchema()) {
-                LOG.info("无法从配置文件获取表结构信息，尝试从数据库获取");
+                // 无法从配置文件获取表结构信息，尝试从数据库获取
+                LOG.info(Msg.get("try_get_schema_from_db"));
                 boolean success = schemaManager.getFromDB(conn);
                 if (!success) {
                     return 0;
@@ -48,7 +50,8 @@ public class DefaultDataHandler implements DataHandler {
             }
             int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, "1000"));
             if (batchSize < 5) {
-                LOG.error("batchSize太小，会增加自动类型推断错误的概率，建议改大后重试");
+                // batchSize太小，会增加自动类型推断错误的概率，建议改大后重试
+                LOG.error(Msg.get("batch_size_too_small"));
                 return 0;
             }
             return write(lineReceiver, conn, batchSize, schemaManager, collector);
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
index 20065a70..53ab9bb9 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
@@ -72,16 +72,19 @@ public class JDBCBatchWriter {
     public void append(Record record) throws SQLException {
         int columnNum = record.getColumnNumber();
         if (columnNum < minColNum) {
-            collector.collectDirtyRecord(record, "实际列数小于期望列数");
+            // 实际列数小于期望列数
+            collector.collectDirtyRecord(record, Msg.get("column_number_error"));
             return;
         }
         String[] tagValues = scm.getTagValuesFromRecord(record);
         if (tagValues == null) {
-            collector.collectDirtyRecord(record, "标签列包含null");
+            // 标签列包含null
+            collector.collectDirtyRecord(record, Msg.get("tag_value_error"));
             return;
         }
         if (!scm.hasTimestamp(record)) {
-            collector.collectDirtyRecord(record, "时间戳列为null或类型错误");
+            // 时间戳列为null或类型错误
+            collector.collectDirtyRecord(record, Msg.get("ts_value_error"));
             return;
         }
         String tableName = scm.computeTableName(tagValues);
@@ -140,7 +143,8 @@ public class JDBCBatchWriter {
                 }
             }
             if (!ok) {
-                throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, String.format("根据采样的%d条数据，无法推断第%d列的数据类型", records.size(), i + 1));
+                // 根据采样的%d条数据，无法推断第%d列的数据类型
+                throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, String.format(Msg.get("infer_column_type_error"), records.size(), i + 1));
             }
         }
         LOG.info("Field Types: {}", fieldTypes);
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java
new file mode 100644
index 00000000..89730d35
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java
@@ -0,0 +1,20 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import java.util.Locale;
+import java.util.ResourceBundle;
+
+/**
+ * i18n message util
+ */
+public class Msg {
+    private static ResourceBundle bundle;
+
+    static {
+        bundle = ResourceBundle.getBundle("tdenginewritermsg", Locale.getDefault());
+    }
+
+    public static String get(String key) {
+        return bundle.getString(key);
+    }
+
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
index 22c8a44f..d67a6585 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -65,7 +65,7 @@ public class SchemaManager {
     private void getFromConfig(Properties properties) {
         stable = properties.getProperty(Key.STABLE);
         if (stable == null) {
-            LOG.error("配置错误: no stable");
+            LOG.error("Config error: no stable");
             return;
         }
         for (Object key : properties.keySet()) {
@@ -98,7 +98,7 @@ public class SchemaManager {
         List<String> sortedFieldName = fieldIndexMap.entrySet().stream().sorted((x, y) -> x.getValue().compareTo(y.getValue())).map(e -> e.getKey()).collect(Collectors.toList());
         fieldList.addAll(sortedFieldName); // 排序的目的是保证自动建表时列的顺序和输入数据的列的顺序保持一致
         canInferSchemaFromConfig = tsColIndex > -1 && !(fixedTagValue.isEmpty() && tagIndexMap.isEmpty()) && !fieldIndexMap.isEmpty();
-        LOG.info("配置文件解析结果：fixedTags=[{}] ,tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", fixedTagValue.keySet()), String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
+        LOG.info("Config file parsed result：fixedTags=[{}] ,tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", fixedTagValue.keySet()), String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
     }
 
     public boolean shouldGuessSchema() {
@@ -112,8 +112,7 @@ public class SchemaManager {
     public boolean configValid() {
         boolean valid = (tagList.size() > 0 && fieldList.size() > 0 && tsColIndex > -1) || (tagList.size() == 0 && fieldList.size() == 0 && tsColIndex == -1);
         if (!valid) {
-            LOG.error("配置错误. tag_columns，field_columns，timestamp_column必须同时存在或同时省略，当前解析结果: tag_columns: {}, field_columns:{}, timestamp_column:{} tsColIndex:{}",
-                    (fixedTagValue.size() + tagIndexMap.size()), fieldIndexMap.size(), tsColName, tsColIndex);
+            LOG.error("Config error: tagColumn, fieldColumn and timestampColumn must be present together or absent together.");
         }
         return valid;
     }
@@ -128,7 +127,7 @@ public class SchemaManager {
         try {
             List<String> stables = getSTables(conn);
             if (!stables.contains(stable)) {
-                LOG.error("超级表{}不存在，无法从数据库获取表结构信息.", stable);
+                LOG.error("super table {} not exist， fail to get schema from database.", stable);
                 return false;
             }
         } catch (SQLException e) {
@@ -155,7 +154,7 @@ public class SchemaManager {
                 }
                 colIndex++;
             }
-            LOG.info("从数据库获取的表结构概要：tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
+            LOG.info("table info：tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
             return true;
         } catch (SQLException e) {
             LOG.error(e.getMessage());
@@ -195,7 +194,7 @@ public class SchemaManager {
         sb.deleteCharAt(sb.length() - 1);
         sb.append(")");
         String q = sb.toString();
-        LOG.info("自动创建超级表：" + q);
+        LOG.info("run sql：" + q);
         try (Statement stmt = conn.createStatement()) {
             stmt.execute(q);
         }
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg.properties b/tdenginewriter/src/main/resources/tdenginewritermsg.properties
new file mode 100644
index 00000000..4aaa220b
--- /dev/null
+++ b/tdenginewriter/src/main/resources/tdenginewritermsg.properties
@@ -0,0 +1,6 @@
+try_get_schema_fromdb=fail to get  structure info of target table from configure file and will try to get it from database
+batch_size_too_small='batchSize' is too small, please increase it and try again
+column_number_error=number of columns is less than expected
+tag_value_error=tag columns include 'null' value
+ts_value_error=timestamp column type error or null
+infer_column_type_error=fail to infer column type: sample count %d, column index %d
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties b/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
new file mode 100644
index 00000000..4aaa220b
--- /dev/null
+++ b/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
@@ -0,0 +1,6 @@
+try_get_schema_fromdb=fail to get  structure info of target table from configure file and will try to get it from database
+batch_size_too_small='batchSize' is too small, please increase it and try again
+column_number_error=number of columns is less than expected
+tag_value_error=tag columns include 'null' value
+ts_value_error=timestamp column type error or null
+infer_column_type_error=fail to infer column type: sample count %d, column index %d
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties b/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
new file mode 100644
index 00000000..4b9552fd
--- /dev/null
+++ b/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
@@ -0,0 +1,6 @@
+try_get_schema_fromdb=\u65e0\u6cd5\u4ece\u914d\u7f6e\u6587\u4ef6\u83b7\u53d6\u8868\u7ed3\u6784\u4fe1\u606f\uff0c\u5c1d\u8bd5\u4ece\u6570\u636e\u5e93\u83b7\u53d6
+batch_size_too_small=batchSize\u592a\u5c0f\uff0c\u4f1a\u589e\u52a0\u81ea\u52a8\u7c7b\u578b\u63a8\u65ad\u9519\u8bef\u7684\u6982\u7387\uff0c\u5efa\u8bae\u6539\u5927\u540e\u91cd\u8bd5
+column_number_error=\u5b9e\u9645\u5217\u6570\u5c0f\u4e8e\u671f\u671b\u5217\u6570
+tag_value_error=\u6807\u7b7e\u5217\u5305\u542bnull
+ts_value_error=\u65f6\u95f4\u6233\u5217\u4e3anull\u6216\u7c7b\u578b\u9519\u8bef
+infer_column_type_error=\u6839\u636e\u91c7\u6837\u7684%d\u6761\u6570\u636e\uff0c\u65e0\u6cd5\u63a8\u65ad\u7b2c%d\u5217\u7684\u6570\u636e\u7c7b\u578b
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java
new file mode 100644
index 00000000..b1b7ddd8
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java
@@ -0,0 +1,25 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import org.junit.Test;
+
+import java.util.Locale;
+import java.util.ResourceBundle;
+
+import org.junit.Assert;
+
+public class MessageTest {
+    @Test
+    public void testChineseMessage() {
+        Locale local = new Locale("zh", "CN");
+        ResourceBundle bundle = ResourceBundle.getBundle("tdenginewritermsg", local);
+        String msg = bundle.getString("try_get_schema_fromdb");
+        Assert.assertEquals("无法从配置文件获取表结构信息，尝试从数据库获取", msg);
+    }
+
+    @Test
+    public void  testDefaultMessage() {
+        ResourceBundle bundle = ResourceBundle.getBundle("tdenginewritermsg", Locale.getDefault());
+        String msg = bundle.getString("try_get_schema_fromdb");
+        System.out.println(msg);
+    }
+}

From b47cdaf217dafa3ff84b8a289b13fc5e190901b5 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Fri, 19 Nov 2021 14:23:24 +0800
Subject: [PATCH 084/251] use plain user name in demo config file

---
 core/src/main/job/mongodb2tdengine.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/core/src/main/job/mongodb2tdengine.json b/core/src/main/job/mongodb2tdengine.json
index 45e5a640..49e04c11 100644
--- a/core/src/main/job/mongodb2tdengine.json
+++ b/core/src/main/job/mongodb2tdengine.json
@@ -13,9 +13,9 @@
                         "address": [
                             "127.0.0.1:27017"
                         ],
-                        "userName": "admin678",
+                        "userName": "mongouser",
                         "mechanism": "SCRAM-SHA-1",
-                        "userPassword": "huwG86123",
+                        "userPassword": "mongopass",
                         "authDb": "admin",
                         "dbName": "test",
                         "collectionName": "cu_market_data",

From 17c39b11bac472f6a0bac1495a92aed45c602766 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Fri, 19 Nov 2021 16:38:55 +0800
Subject: [PATCH 085/251] migrate datax.py to python3, and compatible with
 python2

---
 core/src/main/bin/datax.py | 114 +++++++++++++++++++++----------------
 userGuid.md                |   2 +-
 2 files changed, 65 insertions(+), 51 deletions(-)

diff --git a/core/src/main/bin/datax.py b/core/src/main/bin/datax.py
index 1099ed3a..4811ae8d 100755
--- a/core/src/main/bin/datax.py
+++ b/core/src/main/bin/datax.py
@@ -1,23 +1,26 @@
 #!/usr/bin/env python
 # -*- coding:utf-8 -*-
 
-import sys
-import os
-import signal
-import subprocess
-import time
-import re
-import socket
-import json
-from optparse import OptionParser
-from optparse import OptionGroup
-from string import Template
 import codecs
+import json
+import os
 import platform
+import re
+import signal
+import socket
+import subprocess
+import sys
+import time
+from optparse import OptionGroup
+from optparse import OptionParser
+from string import Template
+
+ispy2 = sys.version_info.major == 2
 
 def isWindows():
     return platform.system() == 'Windows'
 
+
 DATAX_HOME = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
 
 DATAX_VERSION = 'DATAX-OPENSOURCE-3.0'
@@ -52,13 +55,19 @@ def getLocalIp():
 
 def suicide(signum, e):
     global child_process
-    print >> sys.stderr, "[Error] DataX receive unexpected signal %d, starts to suicide." % (signum)
+    if ispy2:
+        print >> sys.stderr, "[Error] DataX receive unexpected signal %d, starts to suicide." % (signum)
+    else:
+        print("[Error] DataX receive unexpected signal %d, starts to suicide." % (signum), sys.stderr)
 
     if child_process:
         child_process.send_signal(signal.SIGQUIT)
         time.sleep(1)
         child_process.kill()
-    print >> sys.stderr, "DataX Process was killed ! you did ?"
+    if ispy2:
+        print >> sys.stderr, "DataX Process was killed ! you did ?"
+    else:
+        print("DataX Process was killed ! you did ?", sys.stderr)
     sys.exit(RET_STATE["KILL"])
 
 
@@ -92,10 +101,10 @@ def getOptionParser():
                                        'if you have mutiple parameters: -p"-DtableName=your-table-name -DcolumnName=your-column-name".'
                                        'Note: you should config in you job tableName with ${tableName}.')
     prodEnvOptionGroup.add_option("-r", "--reader", metavar="<parameter used in view job config[reader] template>",
-                                  action="store", dest="reader",type="string",
+                                  action="store", dest="reader", type="string",
                                   help='View job config[reader] template, eg: mysqlreader,streamreader')
     prodEnvOptionGroup.add_option("-w", "--writer", metavar="<parameter used in view job config[writer] template>",
-                                  action="store", dest="writer",type="string",
+                                  action="store", dest="writer", type="string",
                                   help='View job config[writer] template, eg: mysqlwriter,streamwriter')
     parser.add_option_group(prodEnvOptionGroup)
 
@@ -108,45 +117,50 @@ def getOptionParser():
     parser.add_option_group(devEnvOptionGroup)
     return parser
 
+
 def generateJobConfigTemplate(reader, writer):
-    readerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n" % (reader,reader,reader)
-    writerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n " % (writer,writer,writer)
-    print readerRef
-    print writerRef
+    readerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n" % (
+        reader, reader, reader)
+    writerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n " % (
+        writer, writer, writer)
+    print(readerRef)
+    print(writerRef)
     jobGuid = 'Please save the following configuration as a json file and  use\n     python {DATAX_HOME}/bin/datax.py {JSON_FILE_NAME}.json \nto run the job.\n'
-    print jobGuid
-    jobTemplate={
-      "job": {
-        "setting": {
-          "speed": {
-            "channel": ""
-          }
-        },
-        "content": [
-          {
-            "reader": {},
-            "writer": {}
-          }
-        ]
-      }
+    print(jobGuid)
+    jobTemplate = {
+        "job": {
+            "setting": {
+                "speed": {
+                    "channel": ""
+                }
+            },
+            "content": [
+                {
+                    "reader": {},
+                    "writer": {}
+                }
+            ]
+        }
     }
-    readerTemplatePath = "%s/plugin/reader/%s/plugin_job_template.json" % (DATAX_HOME,reader)
-    writerTemplatePath = "%s/plugin/writer/%s/plugin_job_template.json" % (DATAX_HOME,writer)
+    readerTemplatePath = "%s/plugin/reader/%s/plugin_job_template.json" % (DATAX_HOME, reader)
+    writerTemplatePath = "%s/plugin/writer/%s/plugin_job_template.json" % (DATAX_HOME, writer)
     try:
-      readerPar = readPluginTemplate(readerTemplatePath);
-    except Exception, e:
-       print "Read reader[%s] template error: can\'t find file %s" % (reader,readerTemplatePath)
+        readerPar = readPluginTemplate(readerTemplatePath)
+    except:
+        print("Read reader[%s] template error: can\'t find file %s" % (reader, readerTemplatePath))
     try:
-      writerPar = readPluginTemplate(writerTemplatePath);
-    except Exception, e:
-      print "Read writer[%s] template error: : can\'t find file %s" % (writer,writerTemplatePath)
-    jobTemplate['job']['content'][0]['reader'] = readerPar;
-    jobTemplate['job']['content'][0]['writer'] = writerPar;
-    print json.dumps(jobTemplate, indent=4, sort_keys=True)
+        writerPar = readPluginTemplate(writerTemplatePath)
+    except:
+        print("Read writer[%s] template error: : can\'t find file %s" % (writer, writerTemplatePath))
+    jobTemplate['job']['content'][0]['reader'] = readerPar
+    jobTemplate['job']['content'][0]['writer'] = writerPar
+    print(json.dumps(jobTemplate, indent=4, sort_keys=True))
+
 
 def readPluginTemplate(plugin):
     with open(plugin, 'r') as f:
-            return json.load(f)
+        return json.load(f)
+
 
 def isUrl(path):
     if not path:
@@ -168,7 +182,7 @@ def buildStartCommand(options, args):
 
     if options.remoteDebug:
         tempJVMCommand = tempJVMCommand + " " + REMOTE_DEBUG_CONFIG
-        print 'local ip: ', getLocalIp()
+        print('local ip: ', getLocalIp())
 
     if options.loglevel:
         tempJVMCommand = tempJVMCommand + " " + ("-Dloglevel=%s" % (options.loglevel))
@@ -198,11 +212,11 @@ def buildStartCommand(options, args):
 
 
 def printCopyright():
-    print '''
+    print('''
 DataX (%s), From Alibaba !
 Copyright (C) 2010-2017, Alibaba Group. All Rights Reserved.
 
-''' % DATAX_VERSION
+''' % DATAX_VERSION)
     sys.stdout.flush()
 
 
@@ -211,7 +225,7 @@ if __name__ == "__main__":
     parser = getOptionParser()
     options, args = parser.parse_args(sys.argv[1:])
     if options.reader is not None and options.writer is not None:
-        generateJobConfigTemplate(options.reader,options.writer)
+        generateJobConfigTemplate(options.reader, options.writer)
         sys.exit(RET_STATE['OK'])
     if len(args) != 1:
         parser.print_help()
diff --git a/userGuid.md b/userGuid.md
index 153c8111..16771a5e 100644
--- a/userGuid.md
+++ b/userGuid.md
@@ -10,7 +10,7 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 - Linux
 - [JDK(1.8以上，推荐1.8) ](http://www.oracle.com/technetwork/cn/java/javase/downloads/index.html) 
-- [Python(推荐Python2.6.X) ](https://www.python.org/downloads/)
+- [Python(2或3都可以) ](https://www.python.org/downloads/)
 - [Apache Maven 3.x](https://maven.apache.org/download.cgi) (Compile DataX)
 
 # Quick Start

From 24952af5c3a3b9cfa5be4ac5b3bb2860bab6a868 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Tue, 23 Nov 2021 08:56:57 +0800
Subject: [PATCH 086/251] create test case

---
 .../datax/core/TestMysql2TDengine.java        | 20 +++++++++++++++++++
 1 file changed, 20 insertions(+)
 create mode 100644 core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java

diff --git a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
new file mode 100644
index 00000000..aeb05071
--- /dev/null
+++ b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
@@ -0,0 +1,20 @@
+package com.alibaba.datax.core;
+
+
+import org.junit.Test;
+
+public class TestMysql2TDengine {
+
+    @Test
+    public void test() {
+        System.out.println(System.getProperty("java.library.path"));
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/main/job/mysql2tdengine.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        try {
+            Engine.entry(params);
+        } catch (Throwable e) {
+            e.printStackTrace();
+        }
+    }
+
+}
\ No newline at end of file

From 93a3369eb6346607ad1fdca7055f6e72645b96f3 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Tue, 23 Nov 2021 17:34:44 +0800
Subject: [PATCH 087/251] prepare test data and add test case

---
 core/pom.xml                                  | 12 +++
 core/src/main/job/mysql2tdengine.json         | 24 +++--
 .../datax/core/TestMysql2TDengine.java        | 99 ++++++++++++++++++-
 3 files changed, 128 insertions(+), 7 deletions(-)

diff --git a/core/pom.xml b/core/pom.xml
index 174a18d3..3981cfcc 100755
--- a/core/pom.xml
+++ b/core/pom.xml
@@ -97,6 +97,18 @@
             <artifactId>groovy-all</artifactId>
             <version>2.1.9</version>
         </dependency>
+        <dependency>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>${mysql.driver.version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>com.taosdata.jdbc</groupId>
+            <artifactId>taos-jdbcdriver</artifactId>
+            <version>2.0.34</version>
+            <scope>test</scope>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/core/src/main/job/mysql2tdengine.json b/core/src/main/job/mysql2tdengine.json
index 7978fbf5..c936aa36 100644
--- a/core/src/main/job/mysql2tdengine.json
+++ b/core/src/main/job/mysql2tdengine.json
@@ -6,18 +6,18 @@
           "name": "mysqlreader",
           "parameter": {
             "username": "root",
-            "password": "123456",
+            "password": "passw0rd",
             "column": [
               "*"
             ],
-            "splitPk": "f1",
+            "splitPk": "station",
             "connection": [
               {
                 "table": [
                   "weather"
                 ],
                 "jdbcUrl": [
-                  "jdbc:mysql://192.168.56.105:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
+                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
                 ]
               }
             ]
@@ -26,13 +26,25 @@
         "writer": {
           "name": "tdenginewriter",
           "parameter": {
-            "host": "192.168.56.105",
+            "host": "127.0.0.1",
             "port": 6030,
             "dbname": "test",
             "user": "root",
             "password": "taosdata",
-            "table": "weather",
-            "batchSize": 1000
+            "batchSize": 1000,
+            "stable": "weather",
+            "tagColumn": {
+              "station": 0
+            },
+            "fieldColumn": {
+              "latitude": 1,
+              "longtitude": 2,
+              "tmax": 4,
+              "tmin": 5
+            },
+            "timestampColumn":{
+              "date": 3
+            }
           }
         }
       }
diff --git a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
index aeb05071..6edc185c 100644
--- a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
+++ b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
@@ -1,10 +1,105 @@
 package com.alibaba.datax.core;
 
-
+import org.junit.After;
+import org.junit.Before;
 import org.junit.Test;
 
+import java.sql.*;
+import java.util.*;
+import java.util.Date;
+
+/**
+ * 测试从mysql到TD
+ */
 public class TestMysql2TDengine {
 
+    @Test
+    public void genTestData() throws ClassNotFoundException, SQLException {
+        Class.forName("com.mysql.jdbc.Driver");
+
+        Connection conn = null;
+        Statement stmt = null;
+        ResultSet rs = null;
+        PreparedStatement pstmt = null;
+
+        try {
+            conn = DriverManager.getConnection("jdbc:mysql://localhost/mysql?" +
+                    "user=root&password=passw0rd");
+            stmt = conn.createStatement();
+            stmt.execute("create database if not exists test");
+            stmt.execute("use test");
+            stmt.execute("drop table weather");
+            stmt.execute("CREATE TABLE IF NOT EXISTS weather(station varchar(100), latitude DOUBLE, longtitude DOUBLE, `date` DATETIME, tmax INT, tmin INT)");
+            pstmt = conn.prepareStatement("insert into weather(station, latitude, longtitude, `date`, tmax, tmin) values (?, ?, ?, ?, ?, ?)");
+            genRandomData(pstmt);
+        } finally {
+            if (rs != null) {
+                try {
+                    rs.close();
+                } catch (SQLException sqlEx) {
+                } // ignore
+
+                rs = null;
+            }
+
+            if (stmt != null) {
+                try {
+                    stmt.close();
+                } catch (SQLException sqlEx) {
+                } // ignore
+
+                stmt = null;
+            }
+
+            if (pstmt != null) {
+                pstmt.close();
+            }
+        }
+
+    }
+
+    private void genRandomData(PreparedStatement psmt) throws SQLException {
+        Random random = new Random();
+        Calendar calendar = Calendar.getInstance();
+        calendar.set(1990, 0, 1, 1, 0, 0);
+        List<String> stations = Arrays.asList("STA", "STB", "STC");
+        for (int i = 0; i < (10 * 100 * 24); i++) {
+            for (int j = 0; j < 3; j++) {
+                psmt.setString(1, stations.get(j));
+                psmt.setDouble(2, random.nextDouble() * 1000);
+                psmt.setDouble(3, random.nextDouble() * 1000);
+                psmt.setTimestamp(4, new java.sql.Timestamp(calendar.getTime().getTime()));
+                psmt.setInt(5, random.nextInt(100));
+                psmt.setInt(6, random.nextInt(100));
+                psmt.addBatch();
+            }
+            calendar.add(Calendar.MINUTE, 60);
+            if (i % 1000 == 0) {
+                psmt.executeBatch();
+            }
+        }
+        psmt.executeBatch();
+    }
+
+    @Test
+    public void prepareTDengine() throws ClassNotFoundException, SQLException {
+        Class.forName("com.mysql.jdbc.Driver");
+
+        Connection conn = null;
+        Statement stmt = null;
+
+        try {
+            conn = DriverManager.getConnection("jdbc:TAOS://127.0.0.1:6030/log?user=root&password=taosdata");
+            stmt = conn.createStatement();
+            stmt.execute("create database if not exists test");
+            stmt.execute("drop stable if exists test.weather");
+        } finally {
+            if (stmt != null) {
+                stmt.close();
+            }
+        }
+    }
+
     @Test
     public void test() {
         System.out.println(System.getProperty("java.library.path"));
@@ -17,4 +112,6 @@ public class TestMysql2TDengine {
         }
     }
 
+
+
 }
\ No newline at end of file

From 9b2d33b6e1761385d4bb8528409a64e7102bd9aa Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Tue, 23 Nov 2021 18:48:04 +0800
Subject: [PATCH 088/251] test case bug fix

---
 .../com/alibaba/datax/core/TestMysql2TDengine.java   | 12 +++++++-----
 1 file changed, 7 insertions(+), 5 deletions(-)

diff --git a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
index 6edc185c..026b1db2 100644
--- a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
+++ b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
@@ -1,12 +1,12 @@
 package com.alibaba.datax.core;
 
-import org.junit.After;
-import org.junit.Before;
 import org.junit.Test;
 
 import java.sql.*;
-import java.util.*;
-import java.util.Date;
+import java.util.Arrays;
+import java.util.Calendar;
+import java.util.List;
+import java.util.Random;
 
 /**
  * 测试从mysql到TD
@@ -78,6 +78,7 @@ public class TestMysql2TDengine {
                 psmt.executeBatch();
             }
         }
+        // 有部分重复数据，不影响测试
         psmt.executeBatch();
     }
 
@@ -91,7 +92,8 @@ public class TestMysql2TDengine {
         try {
             conn = DriverManager.getConnection("jdbc:TAOS://127.0.0.1:6030/log?user=root&password=taosdata");
             stmt = conn.createStatement();
-            stmt.execute("create database if not exists test");
+            stmt.execute("drop database if exists test");
+            stmt.execute("create database if not exists test keep 36500");
             stmt.execute("drop stable if exists test.weather");
         } finally {
             if (stmt != null) {

From 5cc0fa3b1709441c42ac3e29bb09df39fe09b21b Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Tue, 23 Nov 2021 18:48:31 +0800
Subject: [PATCH 089/251] add mysql config demo to doc

---
 tdenginewriter/doc/tdenginewriter.md | 96 ++++++++++++++++++++++++++--
 1 file changed, 89 insertions(+), 7 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 432b1fb2..062fac2c 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -181,8 +181,8 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 | fieldColumn     | 字段列的列名和位置   | 否               | 无       |                    |
 | timestampColumn | 时间戳列的列名和位置 | 否               | 无       | 时间戳列只能有一个 |
 
-#### 3.3.3 自动建表规则
-##### 3.3.3.1 超级表创建规则
+#### 3.2.3 自动建表规则
+##### 3.2.3.1 超级表创建规则
 
 如果配置了tagColumn、 fieldColumn和timestampColumn将会在插入第一条数据前，自动创建超级表。<br>
 数据列的类型从第1条记录自动推断, 标签列默认类型为`NCHAR(64)`, 比如示例配置，可能生成以下建表语句：
@@ -201,14 +201,14 @@ TAGS(
 );
 ```
 
-##### 3.3.3.2 子表创建规则
+##### 3.2.3.2 子表创建规则
 
 子表结果与超表相同，子表表名生成规则：
 1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
 2. 计算该字符串的 MD5 散列值 "md5_val"。
 3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
 
-#### 3.3.4 用户提前建表
+#### 3.2.4 用户提前建表
 
 如果你已经创建好目标超级表，那么tagColumn、 fieldColumn和timestampColumn三个字段均可省略, 插件将通过执行通过`describe stableName`获取表结构的信息。
 此时要求接收到的Record中Column的顺序和执行`describe stableName`返回的列顺序相同， 比如通过`describe stableName`返回以下内容：
@@ -221,13 +221,13 @@ TAGS(
 ```
 那么插件收到的数据第1列必须代表时间戳，第2列必须代表电流，第3列必须代表位置。
 
-#### 3.3.5 注意事项
+#### 3.2.5 注意事项
 
 1. tagColumn、 fieldColumn和timestampColumn三个字段用于描述目标表的结构信息，这三个配置字段必须同时存在或同时省略。
 2. 如果存在以上三个配置，且目标表也已经存在，则两者必须一致。**一致性**由用户自己保证，插件不做检查。不一致可能会导致插入失败或插入数据错乱。
 3. 插件优先使用配置文件中指定的表结构。
 
-#### 3.3.6 类型转换
+#### 3.2.6 类型转换
 
 | MongoDB 数据类型 | DataX 内部类型 | TDengine 数据类型 |
 | ---------------- | -------------- | ----------------- |
@@ -238,6 +238,84 @@ TAGS(
 | boolean          | Boolean        | BOOL              |
 | bytes            | Bytes          | BINARY            |
 
+### 3.3 从关系型数据库到TDengine
+writer部分的配置规则和上述MongoDB的示例是一样的，这里给出一个MySQL的示例。
+
+#### 3.3.1 MySQL中表结构
+```sql
+CREATE TABLE IF NOT EXISTS weather(
+    station varchar(100),
+    latitude DOUBLE,
+    longtitude DOUBLE,
+    `date` DATE,
+    TMAX int,
+    TMIN int
+)
+```
+
+#### 3.3.2 配置文件示例
+
+```json 
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "mysqlreader",
+          "parameter": {
+            "username": "root",
+            "password": "passw0rd",
+            "column": [
+              "*"
+            ],
+            "splitPk": "station",
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": [
+                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "127.0.0.1",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata",
+            "batchSize": 1000,
+            "stable": "weather",
+            "tagColumn": {
+              "station": 0
+            },
+            "fieldColumn": {
+              "latitude": 1,
+              "longtitude": 2,
+              "tmax": 4,
+              "tmin": 5
+            },
+            "timestampColumn":{
+              "date": 3
+            }
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
 
 ## 4 性能报告
 
@@ -313,4 +391,8 @@ TDengine要求每个表第一列是时间戳列，后边是普通字段，最后
 
 ### 插件如何确定各列的数据类型？
 
-根据收到的第一批数据自动推断各列的类型。
\ No newline at end of file
+根据收到的第一批数据自动推断各列的类型。
+
+### 为什么插入10年前的数据会抛异常`TDengine ERROR (2350): failed to execute batch bind` ?
+
+因为创建数据库的时候，默认保留10年的数据。可以手动指定要保留多长时间的数据，比如:`CREATE DATABASE power KEEP 36500;`。
\ No newline at end of file

From 1bc24bfbd04229853e0de46a66bd4cfb7e96be14 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Tue, 23 Nov 2021 18:55:29 +0800
Subject: [PATCH 090/251] update global readme add TDengine

---
 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 37a21022..9d18a0a9 100644
--- a/README.md
+++ b/README.md
@@ -60,7 +60,8 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 |              | FTP        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ftpreader/doc/ftpreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ftpwriter/doc/ftpwriter.md)|
 |              | HDFS       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)|
 |              | Elasticsearch       |         |     √     |[写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md)|
-| 时间序列数据库 | OpenTSDB | √ |  |[读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md)|
+| 时间序列数据库 | TDengine | √ | √  |[读](https://github.com/taosdata/DataX/blob/master/tdenginereader/doc/tdenginereader.md) 、[写](https://github.com/taosdata/DataX/blob/master/tdenginewriter/doc/tdenginewriter.md)|
+|  | OpenTSDB | √ |  |[读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md)|
 |  | TSDB | √ | √ |[读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md)|
 
 # 阿里云DataWorks数据集成

From f8aa7e90943f52b7a3c94d0ae0badb7f135105fe Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Tue, 23 Nov 2021 19:11:27 +0800
Subject: [PATCH 091/251] typo

---
 .../test/java/com/alibaba/datax/core/TestMysql2TDengine.java    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
index 026b1db2..c86f1776 100644
--- a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
+++ b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
@@ -9,7 +9,7 @@ import java.util.List;
 import java.util.Random;
 
 /**
- * 测试从mysql到TD
+ * 测试从mysql到TDengine
  */
 public class TestMysql2TDengine {
 

From a52b1909ca77e24490d7e4588b964bfbeee5cfce Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Wed, 24 Nov 2021 07:58:25 +0800
Subject: [PATCH 092/251] no need to load driver class explicitly

---
 .../datax/core/TestMysql2TDengine.java        | 24 ++++---------------
 1 file changed, 5 insertions(+), 19 deletions(-)

diff --git a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
index c86f1776..cab0629f 100644
--- a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
+++ b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
@@ -14,12 +14,9 @@ import java.util.Random;
 public class TestMysql2TDengine {
 
     @Test
-    public void genTestData() throws ClassNotFoundException, SQLException {
-        Class.forName("com.mysql.jdbc.Driver");
-
-        Connection conn = null;
+    public void genTestData() throws SQLException {
+        Connection conn;
         Statement stmt = null;
-        ResultSet rs = null;
         PreparedStatement pstmt = null;
 
         try {
@@ -33,15 +30,6 @@ public class TestMysql2TDengine {
             pstmt = conn.prepareStatement("insert into weather(station, latitude, longtitude, `date`, tmax, tmin) values (?, ?, ?, ?, ?, ?)");
             genRandomData(pstmt);
         } finally {
-            if (rs != null) {
-                try {
-                    rs.close();
-                } catch (SQLException sqlEx) {
-                } // ignore
-
-                rs = null;
-            }
-
             if (stmt != null) {
                 try {
                     stmt.close();
@@ -53,6 +41,7 @@ public class TestMysql2TDengine {
 
             if (pstmt != null) {
                 pstmt.close();
+                pstmt = null;
             }
         }
 
@@ -83,10 +72,8 @@ public class TestMysql2TDengine {
     }
 
     @Test
-    public void prepareTDengine() throws ClassNotFoundException, SQLException {
-        Class.forName("com.mysql.jdbc.Driver");
-
-        Connection conn = null;
+    public void prepareTDengine() throws SQLException {
+        Connection conn;
         Statement stmt = null;
 
         try {
@@ -115,5 +102,4 @@ public class TestMysql2TDengine {
     }
 
 
-
 }
\ No newline at end of file

From 64ba5e91a58b2525e072e43e07663f661e1dd92d Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Wed, 24 Nov 2021 09:20:49 +0800
Subject: [PATCH 093/251] remove comment

---
 .../src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java | 1 -
 1 file changed, 1 deletion(-)

diff --git a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
index cab0629f..4aaad646 100644
--- a/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
+++ b/core/src/test/java/com/alibaba/datax/core/TestMysql2TDengine.java
@@ -67,7 +67,6 @@ public class TestMysql2TDengine {
                 psmt.executeBatch();
             }
         }
-        // 有部分重复数据，不影响测试
         psmt.executeBatch();
     }
 

From c2027ed102085f6e789f77ef1342a7df1dc750f4 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Fri, 19 Nov 2021 16:38:55 +0800
Subject: [PATCH 094/251] migrate datax.py to python3, and compatible with
 python2

---
 core/src/main/bin/datax.py | 114 +++++++++++++++++++++----------------
 userGuid.md                |   2 +-
 2 files changed, 65 insertions(+), 51 deletions(-)

diff --git a/core/src/main/bin/datax.py b/core/src/main/bin/datax.py
index 1099ed3a..4811ae8d 100755
--- a/core/src/main/bin/datax.py
+++ b/core/src/main/bin/datax.py
@@ -1,23 +1,26 @@
 #!/usr/bin/env python
 # -*- coding:utf-8 -*-
 
-import sys
-import os
-import signal
-import subprocess
-import time
-import re
-import socket
-import json
-from optparse import OptionParser
-from optparse import OptionGroup
-from string import Template
 import codecs
+import json
+import os
 import platform
+import re
+import signal
+import socket
+import subprocess
+import sys
+import time
+from optparse import OptionGroup
+from optparse import OptionParser
+from string import Template
+
+ispy2 = sys.version_info.major == 2
 
 def isWindows():
     return platform.system() == 'Windows'
 
+
 DATAX_HOME = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
 
 DATAX_VERSION = 'DATAX-OPENSOURCE-3.0'
@@ -52,13 +55,19 @@ def getLocalIp():
 
 def suicide(signum, e):
     global child_process
-    print >> sys.stderr, "[Error] DataX receive unexpected signal %d, starts to suicide." % (signum)
+    if ispy2:
+        print >> sys.stderr, "[Error] DataX receive unexpected signal %d, starts to suicide." % (signum)
+    else:
+        print("[Error] DataX receive unexpected signal %d, starts to suicide." % (signum), sys.stderr)
 
     if child_process:
         child_process.send_signal(signal.SIGQUIT)
         time.sleep(1)
         child_process.kill()
-    print >> sys.stderr, "DataX Process was killed ! you did ?"
+    if ispy2:
+        print >> sys.stderr, "DataX Process was killed ! you did ?"
+    else:
+        print("DataX Process was killed ! you did ?", sys.stderr)
     sys.exit(RET_STATE["KILL"])
 
 
@@ -92,10 +101,10 @@ def getOptionParser():
                                        'if you have mutiple parameters: -p"-DtableName=your-table-name -DcolumnName=your-column-name".'
                                        'Note: you should config in you job tableName with ${tableName}.')
     prodEnvOptionGroup.add_option("-r", "--reader", metavar="<parameter used in view job config[reader] template>",
-                                  action="store", dest="reader",type="string",
+                                  action="store", dest="reader", type="string",
                                   help='View job config[reader] template, eg: mysqlreader,streamreader')
     prodEnvOptionGroup.add_option("-w", "--writer", metavar="<parameter used in view job config[writer] template>",
-                                  action="store", dest="writer",type="string",
+                                  action="store", dest="writer", type="string",
                                   help='View job config[writer] template, eg: mysqlwriter,streamwriter')
     parser.add_option_group(prodEnvOptionGroup)
 
@@ -108,45 +117,50 @@ def getOptionParser():
     parser.add_option_group(devEnvOptionGroup)
     return parser
 
+
 def generateJobConfigTemplate(reader, writer):
-    readerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n" % (reader,reader,reader)
-    writerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n " % (writer,writer,writer)
-    print readerRef
-    print writerRef
+    readerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n" % (
+        reader, reader, reader)
+    writerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n " % (
+        writer, writer, writer)
+    print(readerRef)
+    print(writerRef)
     jobGuid = 'Please save the following configuration as a json file and  use\n     python {DATAX_HOME}/bin/datax.py {JSON_FILE_NAME}.json \nto run the job.\n'
-    print jobGuid
-    jobTemplate={
-      "job": {
-        "setting": {
-          "speed": {
-            "channel": ""
-          }
-        },
-        "content": [
-          {
-            "reader": {},
-            "writer": {}
-          }
-        ]
-      }
+    print(jobGuid)
+    jobTemplate = {
+        "job": {
+            "setting": {
+                "speed": {
+                    "channel": ""
+                }
+            },
+            "content": [
+                {
+                    "reader": {},
+                    "writer": {}
+                }
+            ]
+        }
     }
-    readerTemplatePath = "%s/plugin/reader/%s/plugin_job_template.json" % (DATAX_HOME,reader)
-    writerTemplatePath = "%s/plugin/writer/%s/plugin_job_template.json" % (DATAX_HOME,writer)
+    readerTemplatePath = "%s/plugin/reader/%s/plugin_job_template.json" % (DATAX_HOME, reader)
+    writerTemplatePath = "%s/plugin/writer/%s/plugin_job_template.json" % (DATAX_HOME, writer)
     try:
-      readerPar = readPluginTemplate(readerTemplatePath);
-    except Exception, e:
-       print "Read reader[%s] template error: can\'t find file %s" % (reader,readerTemplatePath)
+        readerPar = readPluginTemplate(readerTemplatePath)
+    except:
+        print("Read reader[%s] template error: can\'t find file %s" % (reader, readerTemplatePath))
     try:
-      writerPar = readPluginTemplate(writerTemplatePath);
-    except Exception, e:
-      print "Read writer[%s] template error: : can\'t find file %s" % (writer,writerTemplatePath)
-    jobTemplate['job']['content'][0]['reader'] = readerPar;
-    jobTemplate['job']['content'][0]['writer'] = writerPar;
-    print json.dumps(jobTemplate, indent=4, sort_keys=True)
+        writerPar = readPluginTemplate(writerTemplatePath)
+    except:
+        print("Read writer[%s] template error: : can\'t find file %s" % (writer, writerTemplatePath))
+    jobTemplate['job']['content'][0]['reader'] = readerPar
+    jobTemplate['job']['content'][0]['writer'] = writerPar
+    print(json.dumps(jobTemplate, indent=4, sort_keys=True))
+
 
 def readPluginTemplate(plugin):
     with open(plugin, 'r') as f:
-            return json.load(f)
+        return json.load(f)
+
 
 def isUrl(path):
     if not path:
@@ -168,7 +182,7 @@ def buildStartCommand(options, args):
 
     if options.remoteDebug:
         tempJVMCommand = tempJVMCommand + " " + REMOTE_DEBUG_CONFIG
-        print 'local ip: ', getLocalIp()
+        print('local ip: ', getLocalIp())
 
     if options.loglevel:
         tempJVMCommand = tempJVMCommand + " " + ("-Dloglevel=%s" % (options.loglevel))
@@ -198,11 +212,11 @@ def buildStartCommand(options, args):
 
 
 def printCopyright():
-    print '''
+    print('''
 DataX (%s), From Alibaba !
 Copyright (C) 2010-2017, Alibaba Group. All Rights Reserved.
 
-''' % DATAX_VERSION
+''' % DATAX_VERSION)
     sys.stdout.flush()
 
 
@@ -211,7 +225,7 @@ if __name__ == "__main__":
     parser = getOptionParser()
     options, args = parser.parse_args(sys.argv[1:])
     if options.reader is not None and options.writer is not None:
-        generateJobConfigTemplate(options.reader,options.writer)
+        generateJobConfigTemplate(options.reader, options.writer)
         sys.exit(RET_STATE['OK'])
     if len(args) != 1:
         parser.print_help()
diff --git a/userGuid.md b/userGuid.md
index 153c8111..16771a5e 100644
--- a/userGuid.md
+++ b/userGuid.md
@@ -10,7 +10,7 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 - Linux
 - [JDK(1.8以上，推荐1.8) ](http://www.oracle.com/technetwork/cn/java/javase/downloads/index.html) 
-- [Python(推荐Python2.6.X) ](https://www.python.org/downloads/)
+- [Python(2或3都可以) ](https://www.python.org/downloads/)
 - [Apache Maven 3.x](https://maven.apache.org/download.cgi) (Compile DataX)
 
 # Quick Start

From 9587f9b93be0833b35d512649fced60c9593c4a2 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 11 Nov 2021 15:24:09 +0800
Subject: [PATCH 095/251] add option authDB to  mongodb reader doc

---
 mongodbreader/doc/mongodbreader.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/mongodbreader/doc/mongodbreader.md b/mongodbreader/doc/mongodbreader.md
index b61493e6..99d25731 100644
--- a/mongodbreader/doc/mongodbreader.md
+++ b/mongodbreader/doc/mongodbreader.md
@@ -127,6 +127,7 @@ MongoDBReader通过Datax框架从MongoDB并行的读取数据，通过主控的J
 * address： MongoDB的数据地址信息，因为MonogDB可能是个集群，则ip端口信息需要以Json数组的形式给出。【必填】
 * userName：MongoDB的用户名。【选填】
 * userPassword： MongoDB的密码。【选填】
+* authDb: MongoDB认证数据库【选填】
 * collectionName： MonogoDB的集合名。【必填】
 * column：MongoDB的文档列名。【必填】
 * name：Column的名字。【必填】

From ef6c53e7e22c74efc2b03dd1babad21bef501e18 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Mon, 29 Nov 2021 13:15:49 +0800
Subject: [PATCH 096/251] add tdengine weriter

---
 tdenginewriter/doc/tdenginewriter.md          | 398 ++++++++++++++++++
 tdenginewriter/pom.xml                        | 107 +++++
 tdenginewriter/src/main/assembly/package.xml  |  34 ++
 .../writer/tdenginewriter/DataHandler.java    |  12 +
 .../tdenginewriter/DataHandlerFactory.java    |  10 +
 .../tdenginewriter/DefaultDataHandler.java    | 105 +++++
 .../tdenginewriter/JDBCBatchWriter.java       | 244 +++++++++++
 .../writer/tdenginewriter/JniConnection.java  |  89 ++++
 .../plugin/writer/tdenginewriter/Key.java     |  14 +
 .../plugin/writer/tdenginewriter/Msg.java     |  20 +
 .../tdenginewriter/OpentsdbDataHandler.java   |  99 +++++
 .../writer/tdenginewriter/SchemaManager.java  | 271 ++++++++++++
 .../writer/tdenginewriter/TDengineWriter.java |  91 ++++
 .../TDengineWriterErrorCode.java              |  32 ++
 ...ugin_writer_tdenginewriter_JniConnection.h | 105 +++++
 tdenginewriter/src/main/resources/plugin.json |   9 +
 .../main/resources/plugin_job_template.json   |  10 +
 .../resources/tdenginewritermsg.properties    |   6 +
 .../tdenginewritermsg_en_US.properties        |   6 +
 .../tdenginewritermsg_zh_CN.properties        |   6 +
 .../tdenginewriter/JniConnectionTest.java     |  21 +
 .../writer/tdenginewriter/MessageTest.java    |  25 ++
 .../tdenginewriter/TDengineWriterTest.java    |  31 ++
 23 files changed, 1745 insertions(+)
 create mode 100644 tdenginewriter/doc/tdenginewriter.md
 create mode 100644 tdenginewriter/pom.xml
 create mode 100644 tdenginewriter/src/main/assembly/package.xml
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h
 create mode 100644 tdenginewriter/src/main/resources/plugin.json
 create mode 100644 tdenginewriter/src/main/resources/plugin_job_template.json
 create mode 100644 tdenginewriter/src/main/resources/tdenginewritermsg.properties
 create mode 100644 tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
 create mode 100644 tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java

diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
new file mode 100644
index 00000000..062fac2c
--- /dev/null
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -0,0 +1,398 @@
+# DataX TDengineWriter
+
+## 1 快速介绍
+
+TDengineWriter插件实现了写入数据到TDengine数据库功能。可用于离线同步其它数据库的数据到TDengine。
+
+## 2 实现原理
+
+TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据reader的类型解析数据。目前有两种写入方式：
+
+1. 对于OpenTSDBReader, TDengineWriter通过JNI方式调用TDengine客户端库文件（taos.lib或taos.dll）中的方法，使用[schemaless的方式](https://www.taosdata.com/cn/documentation/insert#schemaless)写入。
+
+2. 对于其它数据源,会根据配置生成SQL语句, 通过[taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java)批量写入。
+
+这样区分的原因是OpenTSDBReader将opentsdb的数据统一读取为json字符串，Writer端接收到的数据只有1列。而其它Reader插件一般会把数据放在不同列。
+
+## 3 功能说明
+### 3.1 从OpenTSDB到TDengine
+#### 3.1.1 配置样例
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "opentsdbreader",
+          "parameter": {
+            "endpoint": "http://192.168.1.180:4242",
+            "column": [
+              "weather_temperature"
+            ],
+            "beginDateTime": "2021-01-01 00:00:00",
+            "endDateTime": "2021-01-01 01:00:00"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.1.180",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata"
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+#### 3.1.2 参数说明
+
+| 参数      | 描述                 | 是否必选 | 默认值   |
+| --------- | -------------------- | -------- | -------- |
+| host      | TDengine实例的host   | 是       | 无       |
+| port      | TDengine实例的port   | 是       | 无       |
+| user      | TDengine实例的用户名 | 否       | root     |
+| password  | TDengine实例的密码   | 否       | taosdata |
+| dbname    | 目的数据库的名称     | 是       | 无       |
+| batchSize | 每次批量插入多少记录 | 否       | 1        |
+
+
+#### 3.1.3 类型转换
+
+目前，由于OpenTSDBReader将opentsdb的数据统一读取为json字符串，TDengineWriter 在做Opentsdb到TDengine的迁移时，按照以下类型进行处理：
+
+| OpenTSDB数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| ---------------- | -------------- | ----------------- |
+| timestamp        | Date           | timestamp         |
+| Integer（value） | Double         | double            |
+| Float（value）   | Double         | double            |
+| String（value）  | String         | binary            |
+| Integer（tag）   | String         | binary            |
+| Float（tag）     | String         | binary            |
+| String（tag）    | String         | binary            |
+
+### 3.2 从MongoDB到TDengine
+
+#### 3.2.1 配置样例
+```json
+{
+    "job": {
+        "setting": {
+            "speed": {
+                "channel": 2
+            }
+        },
+        "content": [
+            {
+                "reader": {
+                    "name": "mongodbreader",
+                    "parameter": {
+                        "address": [
+                            "127.0.0.1:27017"
+                        ],
+                        "userName": "user",
+                        "mechanism": "SCRAM-SHA-1",
+                        "userPassword": "password",
+                        "authDb": "admin",
+                        "dbName": "test",
+                        "collectionName": "stock",
+                        "column": [
+                            {
+                              "name": "stockID",
+                              "type": "string"  
+                            },
+                            {
+                                "name": "tradeTime",
+                                "type": "date"
+                            },
+                            {
+                                "name": "lastPrice",
+                                "type": "double"
+                            },
+                            {
+                              "name": "askPrice1",
+                              "type": "double"
+                            },
+                            {
+                              "name": "bidPrice1",
+                              "type": "double"
+                            },
+                            {
+                                "name": "volume",
+                                "type": "int"
+                            }
+                        ]
+                    }
+                },
+                "writer": {
+                    "name": "tdenginewriter",
+                    "parameter": {
+                        "host": "localhost",
+                        "port": 6030,
+                        "dbname": "test",
+                        "user": "root",
+                        "password": "taosdata",
+                        "stable": "stock",
+                        "tagColumn": {
+                          "industry": "energy",
+                          "stockID": 0
+                        },
+                        "fieldColumn": {
+                          "lastPrice": 2,
+                          "askPrice1": 3,
+                          "bidPrice1": 4,
+                          "volume": 5
+                        },
+                        "timestampColumn": {
+                          "tradeTime": 1
+                        }
+                    }
+                }
+            }
+        ]
+    }
+}
+```
+
+**注：本配置的writer部分同样适用于关系型数据库**
+
+
+#### 3.2.2 参数说明
+| 参数            | 描述                 | 是否必选         | 默认值   | 备注               |
+| --------------- | -------------------- | ---------------- | -------- | ------------------ |
+| host            | TDengine实例的host   | 是               | 无       |
+| port            | TDengine实例的port   | 是               | 无       |
+| user            | TDengine实例的用户名 | 否               | root     |
+| password        | TDengine实例的密码   | 否               | taosdata |
+| dbname          | 目的数据库的名称     | 是               | 无       |
+| batchSize       | 每次批量插入多少记录 | 否               | 1000     |
+| stable          | 目标超级表的名称     | 是(OpenTSDB除外) | 无       |
+| tagColumn       | 标签列的列名和位置   | 否               | 无       | 位置索引均从0开始  |
+| fieldColumn     | 字段列的列名和位置   | 否               | 无       |                    |
+| timestampColumn | 时间戳列的列名和位置 | 否               | 无       | 时间戳列只能有一个 |
+
+#### 3.2.3 自动建表规则
+##### 3.2.3.1 超级表创建规则
+
+如果配置了tagColumn、 fieldColumn和timestampColumn将会在插入第一条数据前，自动创建超级表。<br>
+数据列的类型从第1条记录自动推断, 标签列默认类型为`NCHAR(64)`, 比如示例配置，可能生成以下建表语句：
+
+```sql
+CREATE STABLE IF NOT EXISTS market_snapshot (
+  tadetime TIMESTAMP,
+  lastprice DOUBLE,
+  askprice1 DOUBLE,
+  bidprice1 DOUBLE,
+  volume INT
+)
+TAGS(
+  industry NCHAR(64),
+  stockID NCHAR(64)
+);
+```
+
+##### 3.2.3.2 子表创建规则
+
+子表结果与超表相同，子表表名生成规则：
+1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
+2. 计算该字符串的 MD5 散列值 "md5_val"。
+3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
+
+#### 3.2.4 用户提前建表
+
+如果你已经创建好目标超级表，那么tagColumn、 fieldColumn和timestampColumn三个字段均可省略, 插件将通过执行通过`describe stableName`获取表结构的信息。
+此时要求接收到的Record中Column的顺序和执行`describe stableName`返回的列顺序相同， 比如通过`describe stableName`返回以下内容：
+```
+             Field              |         Type         |   Length    |   Note   |
+=================================================================================
+ ts                             | TIMESTAMP            |           8 |          |
+ current                        | DOUBLE               |           8 |          |
+ location                      | BINARY                |           10 | TAG      |
+```
+那么插件收到的数据第1列必须代表时间戳，第2列必须代表电流，第3列必须代表位置。
+
+#### 3.2.5 注意事项
+
+1. tagColumn、 fieldColumn和timestampColumn三个字段用于描述目标表的结构信息，这三个配置字段必须同时存在或同时省略。
+2. 如果存在以上三个配置，且目标表也已经存在，则两者必须一致。**一致性**由用户自己保证，插件不做检查。不一致可能会导致插入失败或插入数据错乱。
+3. 插件优先使用配置文件中指定的表结构。
+
+#### 3.2.6 类型转换
+
+| MongoDB 数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| ---------------- | -------------- | ----------------- |
+| int, Long        | Long           | BIGINT            |
+| double           | Double         | DOUBLE            |
+| string, array    | String         | NCHAR(64)         |
+| date             | Date           | TIMESTAMP         |
+| boolean          | Boolean        | BOOL              |
+| bytes            | Bytes          | BINARY            |
+
+### 3.3 从关系型数据库到TDengine
+writer部分的配置规则和上述MongoDB的示例是一样的，这里给出一个MySQL的示例。
+
+#### 3.3.1 MySQL中表结构
+```sql
+CREATE TABLE IF NOT EXISTS weather(
+    station varchar(100),
+    latitude DOUBLE,
+    longtitude DOUBLE,
+    `date` DATE,
+    TMAX int,
+    TMIN int
+)
+```
+
+#### 3.3.2 配置文件示例
+
+```json 
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "mysqlreader",
+          "parameter": {
+            "username": "root",
+            "password": "passw0rd",
+            "column": [
+              "*"
+            ],
+            "splitPk": "station",
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": [
+                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "127.0.0.1",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata",
+            "batchSize": 1000,
+            "stable": "weather",
+            "tagColumn": {
+              "station": 0
+            },
+            "fieldColumn": {
+              "latitude": 1,
+              "longtitude": 2,
+              "tmax": 4,
+              "tmin": 5
+            },
+            "timestampColumn":{
+              "date": 3
+            }
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+
+建表语句：
+
+单行记录类似于：
+
+#### 4.1.2 机器参数
+
+* 执行DataX的机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc: DataX 数据不落磁盘，不统计此项
+
+* TDengine数据库机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc:
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+#### 4.2.1 单表测试报告
+
+| 通道数 | DataX速度(Rec/s) | DataX流量(MB/s) | DataX机器网卡流出流量(MB/s) | DataX机器运行负载 | DB网卡进入流量(MB/s) | DB运行负载 | DB TPS |
+| ------ | ---------------- | --------------- | --------------------------- | ----------------- | -------------------- | ---------- | ------ |
+| 1      |                  |                 |                             |                   |                      |            |        |
+| 4      |                  |                 |                             |                   |                      |            |        |
+| 8      |                  |                 |                             |                   |                      |            |        |
+| 16     |                  |                 |                             |                   |                      |            |        |
+| 32     |                  |                 |                             |                   |                      |            |        |
+
+说明：
+
+1. 这里的单表，主键类型为 bigint(20),自增。
+2. batchSize 和 通道个数，对性能影响较大。
+3. 16通道，4096批量提交时，出现 full gc 2次。
+
+#### 4.2.4 性能测试小结
+
+
+## 5 约束限制
+
+1. 本插件自动创建超级表时NCHAR类型的长度固定为64，对于包含长度大于64的字符串的数据源，将不支持。
+2. 标签列不能包含null值，如果包含会被过滤掉。
+
+## FAQ
+
+### 如何选取要同步的数据的范围？
+
+数据范围的选取在Reader插件端配置，对于不同的Reader插件配置方法往往不同。比如对于mysqlreader， 可以用sql语句指定数据范围。对于opentsdbreader, 用beginDateTime和endDateTime两个配置项指定数据范围。
+
+### 如何一次导入多张源表？
+
+如果Reader插件支持一次读多张表，Writer插件就能一次导入多张表。如果Reader不支持多多张表，可以建多个job，分别导入。Writer插件只负责写数据。
+
+### 一张源表导入之后对应TDengine中多少张表？
+
+这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超表就有多少子表。
+
+### 源表和目标表的字段顺序一致吗？
+
+TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表是自动调整。
+
+### 插件如何确定各列的数据类型？
+
+根据收到的第一批数据自动推断各列的类型。
+
+### 为什么插入10年前的数据会抛异常`TDengine ERROR (2350): failed to execute batch bind` ?
+
+因为创建数据库的时候，默认保留10年的数据。可以手动指定要保留多长时间的数据，比如:`CREATE DATABASE power KEEP 36500;`。
\ No newline at end of file
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
new file mode 100644
index 00000000..054f2ef8
--- /dev/null
+++ b/tdenginewriter/pom.xml
@@ -0,0 +1,107 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <groupId>com.alibaba.datax.tdenginewriter</groupId>
+    <artifactId>tdenginewriter</artifactId>
+    <version>0.0.1-SNAPSHOT</version>
+
+    <properties>
+        <maven.compiler.source>8</maven.compiler.source>
+        <maven.compiler.target>8</maven.compiler.target>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.taosdata.jdbc</groupId>
+            <artifactId>taos-jdbcdriver</artifactId>
+            <version>2.0.34</version>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>com.taosdata.jdbc</groupId>
+            <artifactId>taos-jdbcdriver</artifactId>
+            <version>2.0.34</version>
+        </dependency>
+
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit-version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-lang3</artifactId>
+            <version>${commons-lang3-version}</version>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>2.12.4</version>
+                <configuration>
+                    <!-- 包含哪些测试用例 -->
+                    <includes>
+                        <include>**/*Test.java</include>
+                    </includes>
+                    <!-- 不包含哪些测试用例 -->
+                    <excludes>
+                    </excludes>
+                    <testFailureIgnore>true</testFailureIgnore>
+                </configuration>
+            </plugin>
+
+        </plugins>
+    </build>
+
+</project>
\ No newline at end of file
diff --git a/tdenginewriter/src/main/assembly/package.xml b/tdenginewriter/src/main/assembly/package.xml
new file mode 100644
index 00000000..d3b75ea2
--- /dev/null
+++ b/tdenginewriter/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+          xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/writer/tdenginewriter</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>tdenginewriter-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/writer/tdenginewriter</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/writer/tdenginewriter/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
new file mode 100644
index 00000000..dcc3ca8c
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
@@ -0,0 +1,12 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.plugin.RecordReceiver;
+
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+
+import java.util.Properties;
+
+public interface DataHandler {
+
+    long handle(RecordReceiver lineReceiver, Properties properties, TaskPluginCollector collector);
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java
new file mode 100644
index 00000000..1f740d7e
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java
@@ -0,0 +1,10 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class DataHandlerFactory {
+
+    public static DataHandler build(String peerPluginName) {
+        if (peerPluginName.equals("opentsdbreader"))
+            return new OpentsdbDataHandler();
+        return new DefaultDataHandler();
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
new file mode 100644
index 00000000..91c2b7e3
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -0,0 +1,105 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.taosdata.jdbc.TSDBPreparedStatement;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.util.Properties;
+
+/**
+ * 默认DataHandler
+ */
+public class DefaultDataHandler implements DataHandler {
+    private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
+
+    static {
+        try {
+            Class.forName("com.taosdata.jdbc.TSDBDriver");
+        } catch (ClassNotFoundException e) {
+            e.printStackTrace();
+        }
+    }
+
+    @Override
+    public long handle(RecordReceiver lineReceiver, Properties properties, TaskPluginCollector collector) {
+        SchemaManager schemaManager = new SchemaManager(properties);
+        if (!schemaManager.configValid()) {
+            return 0;
+        }
+
+        try {
+            Connection conn = getTaosConnection(properties);
+            if (conn == null) {
+                return 0;
+            }
+            if (schemaManager.shouldGuessSchema()) {
+                // 无法从配置文件获取表结构信息，尝试从数据库获取
+                LOG.info(Msg.get("try_get_schema_from_db"));
+                boolean success = schemaManager.getFromDB(conn);
+                if (!success) {
+                    return 0;
+                }
+            } else {
+
+            }
+            int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, "1000"));
+            if (batchSize < 5) {
+                // batchSize太小，会增加自动类型推断错误的概率，建议改大后重试
+                LOG.error(Msg.get("batch_size_too_small"));
+                return 0;
+            }
+            return write(lineReceiver, conn, batchSize, schemaManager, collector);
+        } catch (Exception e) {
+            LOG.error("write failed " + e.getMessage());
+            e.printStackTrace();
+        }
+        return 0;
+    }
+
+
+    private Connection getTaosConnection(Properties properties) throws SQLException {
+        // 检查必要参数
+        String host = properties.getProperty(Key.HOST);
+        String port = properties.getProperty(Key.PORT);
+        String dbname = properties.getProperty(Key.DBNAME);
+        String user = properties.getProperty(Key.USER);
+        String password = properties.getProperty(Key.PASSWORD);
+        if (host == null || port == null || dbname == null || user == null || password == null) {
+            String keys = String.join(" ", Key.HOST, Key.PORT, Key.DBNAME, Key.USER, Key.PASSWORD);
+            LOG.error("Required options missing, please check: " + keys);
+            return null;
+        }
+        String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", host, port, dbname, user, password);
+        LOG.info("TDengine connection established, host:{} port:{} dbname:{} user:{}", host, port, dbname, user);
+        return DriverManager.getConnection(jdbcUrl);
+    }
+
+    /**
+     * 使用SQL批量写入<br/>
+     *
+     * @return 成功写入记录数
+     * @throws SQLException
+     */
+    private long write(RecordReceiver lineReceiver, Connection conn, int batchSize, SchemaManager scm, TaskPluginCollector collector) throws SQLException {
+        Record record = lineReceiver.getFromReader();
+        if (record == null) {
+            return 0;
+        }
+        String pq = String.format("INSERT INTO ? USING %s TAGS(%s) (%s) values (%s)", scm.getStable(), scm.getTagValuesPlaceHolder(), scm.getJoinedFieldNames(), scm.getFieldValuesPlaceHolder());
+        LOG.info("Prepared SQL: {}", pq);
+        try (TSDBPreparedStatement stmt = (TSDBPreparedStatement) conn.prepareStatement(pq)) {
+            JDBCBatchWriter batchWriter = new JDBCBatchWriter(conn, stmt, scm, batchSize, collector);
+            do {
+                batchWriter.append(record);
+            } while ((record = lineReceiver.getFromReader()) != null);
+            batchWriter.flush();
+            return batchWriter.getCount();
+        }
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
new file mode 100644
index 00000000..53ab9bb9
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
@@ -0,0 +1,244 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.taosdata.jdbc.TSDBPreparedStatement;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.SQLException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+/**
+ * 使用JDBC原生写入接口批量写入。<br/>
+ * 有两个限制条件导致批量写入的代码逻辑过于复杂，以至于需要开发新的类来封装。<br/>
+ * 1. 用户必须提前把需要批量写入的数据搜集到ArrayList中
+ * 2. 每批写入的表名必须相同。
+ * 这个类的实现逻辑是：
+ * 1. 先把属于同一子表的Record缓存起来
+ * 2. 缓存的数量达到batchSize阈值，自动执行一次批量写入
+ * 3. 最后一批数据需要用户手动flush才能写入
+ */
+public class JDBCBatchWriter {
+    public static final Logger LOG = LoggerFactory.getLogger(JDBCBatchWriter.class);
+    private TSDBPreparedStatement stmt;
+    private SchemaManager scm;
+    private Connection conn;
+    private int batchSize;
+    private TaskPluginCollector collector;
+
+    // 缓存Record， key为tableName
+    Map<String, List<Record>> buf = new HashMap<>();
+    // 缓存表的标签值， key为tableName
+    Map<String, String[]> tableTagValues = new HashMap<>();
+    private long sucCount = 0;
+    private final int tsColIndex;
+    private List<String> fieldList;
+    // 每个record至少应该包含的列数，用于校验数据
+    private int minColNum = 0;
+    private Map<String, Integer> fieldIndexMap;
+    private List<Column.Type> fieldTypes = null;
+
+    public JDBCBatchWriter(Connection conn, TSDBPreparedStatement stmt, SchemaManager scm, int batchSize, TaskPluginCollector collector) {
+        this.conn = conn;
+        this.stmt = stmt;
+        this.scm = scm;
+        this.batchSize = batchSize;
+        this.collector = collector;
+        this.tsColIndex = scm.getTsColIndex();
+        this.fieldList = scm.getFieldList();
+        this.fieldIndexMap = scm.getFieldIndexMap();
+        this.minColNum = 1 + fieldList.size() + scm.getDynamicTagCount();
+
+    }
+
+    public void initFiledTypesAndTargetTable(List<Record> records) throws SQLException {
+        if (fieldTypes != null) {
+            return;
+        }
+        guessFieldTypes(records);
+        if (scm.shouldCreateTable()) {
+            scm.createSTable(conn, fieldTypes);
+        }
+    }
+
+    public void append(Record record) throws SQLException {
+        int columnNum = record.getColumnNumber();
+        if (columnNum < minColNum) {
+            // 实际列数小于期望列数
+            collector.collectDirtyRecord(record, Msg.get("column_number_error"));
+            return;
+        }
+        String[] tagValues = scm.getTagValuesFromRecord(record);
+        if (tagValues == null) {
+            // 标签列包含null
+            collector.collectDirtyRecord(record, Msg.get("tag_value_error"));
+            return;
+        }
+        if (!scm.hasTimestamp(record)) {
+            // 时间戳列为null或类型错误
+            collector.collectDirtyRecord(record, Msg.get("ts_value_error"));
+            return;
+        }
+        String tableName = scm.computeTableName(tagValues);
+        if (buf.containsKey(tableName)) {
+            List<Record> lis = buf.get(tableName);
+            lis.add(record);
+            if (lis.size() == batchSize) {
+                if (fieldTypes == null) {
+                    initFiledTypesAndTargetTable(lis);
+                }
+                executeBatch(tableName);
+                lis.clear();
+            }
+        } else {
+            List<Record> lis = new ArrayList<>(batchSize);
+            lis.add(record);
+            buf.put(tableName, lis);
+            tableTagValues.put(tableName, tagValues);
+        }
+    }
+
+    /**
+     * 只有String类型比较特别，测试发现值为null的列会转成String类型。所以Column的类型为String并不代表这一列的类型真的是String。
+     *
+     * @param records
+     */
+    private void guessFieldTypes(List<Record> records) {
+        fieldTypes = new ArrayList<>(fieldList.size());
+        for (int i = 0; i < fieldList.size(); ++i) {
+            int colIndex = fieldIndexMap.get(fieldList.get(i));
+            boolean ok = false;
+            for (int j = 0; j < records.size() && !ok; ++j) {
+                Column column = records.get(j).getColumn(colIndex);
+                Column.Type type = column.getType();
+                switch (type) {
+                    case LONG:
+                    case DOUBLE:
+                    case DATE:
+                    case BOOL:
+                    case BYTES:
+                        if (column.getRawData() != null) {
+                            fieldTypes.add(type);
+                            ok = true;
+                        }
+                        break;
+                    case STRING:
+                        // 只有非null且非空的String列，才会被真的当作String类型。
+                        String value = column.asString();
+                        if (value != null && !"".equals(value)) {
+                            fieldTypes.add(type);
+                            ok = true;
+                        }
+                        break;
+                    default:
+                        throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, fieldTypes.get(i).toString());
+                }
+            }
+            if (!ok) {
+                // 根据采样的%d条数据，无法推断第%d列的数据类型
+                throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, String.format(Msg.get("infer_column_type_error"), records.size(), i + 1));
+            }
+        }
+        LOG.info("Field Types: {}", fieldTypes);
+    }
+
+    /**
+     * 执行单表批量写入
+     *
+     * @param tableName
+     * @throws SQLException
+     */
+    private void executeBatch(String tableName) throws SQLException {
+        // 表名
+        stmt.setTableName(tableName);
+        List<Record> records = buf.get(tableName);
+        // 标签
+        String[] tagValues = tableTagValues.get(tableName);
+        LOG.debug("executeBatch {}", String.join(",", tagValues));
+        for (int i = 0; i < tagValues.length; ++i) {
+            stmt.setTagNString(i, tagValues[i]);
+        }
+        // 时间戳
+        ArrayList<Long> tsList = records.stream().map(r -> r.getColumn(tsColIndex).asDate().getTime()).collect(Collectors.toCollection(ArrayList::new));
+        stmt.setTimestamp(0, tsList);
+        // 字段
+        for (int i = 0; i < fieldList.size(); ) {
+            String fieldName = fieldList.get(i);
+            int index = fieldIndexMap.get(fieldName);
+            switch (fieldTypes.get(i)) {
+                case LONG:
+                    ArrayList<Long> lisLong = records.stream().map(r -> r.getColumn(index).asBigInteger().longValue()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setLong(++i, lisLong);
+                    break;
+                case DOUBLE:
+                    ArrayList<Double> lisDouble = records.stream().map(r -> r.getColumn(index).asDouble()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setDouble(++i, lisDouble);
+                    break;
+                case STRING:
+                    ArrayList<String> lisString = records.stream().map(r -> r.getColumn(index).asString()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setNString(++i, lisString, 64);
+                    break;
+                case DATE:
+                    ArrayList<Long> lisTs = records.stream().map(r -> r.getColumn(index).asBigInteger().longValue()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setTimestamp(++i, lisTs);
+                    break;
+                case BOOL:
+                    ArrayList<Boolean> lisBool = records.stream().map(r -> r.getColumn(index).asBoolean()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setBoolean(++i, lisBool);
+                    break;
+                case BYTES:
+                    ArrayList<String> lisBytes = records.stream().map(r -> r.getColumn(index).asString()).collect(Collectors.toCollection(ArrayList::new));
+                    stmt.setString(++i, lisBytes, 64);
+                    break;
+                default:
+                    throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, fieldTypes.get(i).toString());
+            }
+        }
+        // 执行
+        stmt.columnDataAddBatch();
+        stmt.columnDataExecuteBatch();
+        // 更新计数器
+        sucCount += records.size();
+    }
+
+    /**
+     * 把缓存的Record全部写入
+     */
+    public void flush() throws SQLException {
+        if (fieldTypes == null) {
+            List<Record> records = new ArrayList<>();
+            for (List<Record> lis : buf.values()) {
+                records.addAll(lis);
+                if (records.size() > 100) {
+                    break;
+                }
+            }
+            if (records.size() > 0) {
+                initFiledTypesAndTargetTable(records);
+            } else {
+                return;
+            }
+        }
+        for (String tabName : buf.keySet()) {
+            if (buf.get(tabName).size() > 0) {
+                executeBatch(tabName);
+            }
+        }
+        stmt.columnDataCloseBatch();
+    }
+
+    /**
+     * @return 成功写入的数据量
+     */
+    public long getCount() {
+        return sucCount;
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java
new file mode 100644
index 00000000..0aabe32a
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java
@@ -0,0 +1,89 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import java.util.Properties;
+
+public class JniConnection {
+
+    private static final long JNI_NULL_POINTER = 0L;
+    private static final int JNI_SUCCESSFUL = 0;
+    public static final String PROPERTY_KEY_CONFIG_DIR = "cfgdir";
+    public static final String PROPERTY_KEY_LOCALE = "locale";
+    public static final String PROPERTY_KEY_CHARSET = "charset";
+    public static final String PROPERTY_KEY_TIME_ZONE = "timezone";
+
+    private long conn;
+
+    static {
+        System.loadLibrary("taos");
+    }
+
+    public JniConnection(Properties props) throws Exception {
+        initImp(props.getProperty(PROPERTY_KEY_CONFIG_DIR, null));
+
+        String locale = props.getProperty(PROPERTY_KEY_LOCALE);
+        if (setOptions(0, locale) < 0) {
+            throw new Exception("Failed to set locale: " + locale + ". System default will be used.");
+        }
+        String charset = props.getProperty(PROPERTY_KEY_CHARSET);
+        if (setOptions(1, charset) < 0) {
+            throw new Exception("Failed to set charset: " + charset + ". System default will be used.");
+        }
+        String timezone = props.getProperty(PROPERTY_KEY_TIME_ZONE);
+        if (setOptions(2, timezone) < 0) {
+            throw new Exception("Failed to set timezone: " + timezone + ". System default will be used.");
+        }
+    }
+
+    public void open(String host, int port, String dbname, String user, String password) throws Exception {
+        if (this.conn != JNI_NULL_POINTER) {
+            close();
+            this.conn = JNI_NULL_POINTER;
+        }
+
+        this.conn = connectImp(host, port, dbname, user, password);
+        if (this.conn == JNI_NULL_POINTER) {
+            String errMsg = getErrMsgImp(0);
+            throw new Exception(errMsg);
+        }
+    }
+
+    public void insertOpentsdbJson(String json) throws Exception {
+        if (this.conn == JNI_NULL_POINTER) {
+            throw new Exception("JNI connection is NULL");
+        }
+
+        long result = insertOpentsdbJson(json, this.conn);
+        int errCode = getErrCodeImp(this.conn, result);
+        if (errCode != JNI_SUCCESSFUL) {
+            String errMsg = getErrMsgImp(result);
+            freeResultSetImp(this.conn, result);
+            throw new Exception(errMsg);
+        }
+        freeResultSetImp(this.conn, result);
+    }
+
+    public void close() throws Exception {
+        int code = this.closeConnectionImp(this.conn);
+        if (code != 0) {
+            throw new Exception("JNI closeConnection failed");
+        }
+        this.conn = JNI_NULL_POINTER;
+    }
+
+    private static native void initImp(String configDir);
+
+    private static native int setOptions(int optionIndex, String optionValue);
+
+    private native long connectImp(String host, int port, String dbName, String user, String password);
+
+    private native int getErrCodeImp(long connection, long pSql);
+
+    private native String getErrMsgImp(long pSql);
+
+    private native void freeResultSetImp(long connection, long pSql);
+
+    private native int closeConnectionImp(long connection);
+
+    private native long insertOpentsdbJson(String json, long pSql);
+
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
new file mode 100644
index 00000000..090a7999
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
@@ -0,0 +1,14 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class Key {
+    public static final String HOST = "host";
+    public static final String PORT = "port";
+    public static final String DBNAME = "dbname";
+    public static final String USER = "user";
+    public static final String PASSWORD = "password";
+    public static final String BATCH_SIZE = "batchSize";
+    public static final String STABLE = "stable";
+    public static final String TAG_COLUMN = "tagColumn";
+    public static final String FIELD_COLUMN = "fieldColumn";
+    public static final String TIMESTAMP_COLUMN = "timestampColumn";
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java
new file mode 100644
index 00000000..89730d35
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java
@@ -0,0 +1,20 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import java.util.Locale;
+import java.util.ResourceBundle;
+
+/**
+ * i18n message util
+ */
+public class Msg {
+    private static ResourceBundle bundle;
+
+    static {
+        bundle = ResourceBundle.getBundle("tdenginewritermsg", Locale.getDefault());
+    }
+
+    public static String get(String key) {
+        return bundle.getString(key);
+    }
+
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
new file mode 100644
index 00000000..e1b8f5dd
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
@@ -0,0 +1,99 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.Properties;
+
+public class OpentsdbDataHandler implements DataHandler {
+    private static final Logger LOG = LoggerFactory.getLogger(OpentsdbDataHandler.class);
+    private static final String DEFAULT_BATCH_SIZE = "1";
+
+    @Override
+    public long handle(RecordReceiver lineReceiver, Properties properties, TaskPluginCollector collector) {
+        // opentsdb json protocol use JNI and schemaless API to write
+        String host = properties.getProperty(Key.HOST);
+        int port = Integer.parseInt(properties.getProperty(Key.PORT));
+        String dbname = properties.getProperty(Key.DBNAME);
+        String user = properties.getProperty(Key.USER);
+        String password = properties.getProperty(Key.PASSWORD);
+
+        JniConnection conn = null;
+        long count = 0;
+        try {
+            conn = new JniConnection(properties);
+            conn.open(host, port, dbname, user, password);
+            LOG.info("TDengine connection established, host: " + host + ", port: " + port + ", dbname: " + dbname + ", user: " + user);
+            int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, DEFAULT_BATCH_SIZE));
+            count = writeOpentsdb(lineReceiver, conn, batchSize);
+        } catch (Exception e) {
+            LOG.error(e.getMessage());
+            e.printStackTrace();
+        } finally {
+            try {
+                if (conn != null)
+                    conn.close();
+            } catch (Exception e) {
+                e.printStackTrace();
+            }
+            LOG.info("TDengine connection closed");
+        }
+
+        return count;
+    }
+
+    private long writeOpentsdb(RecordReceiver lineReceiver, JniConnection conn, int batchSize) {
+        long recordIndex = 1;
+        try {
+            Record record;
+            StringBuilder sb = new StringBuilder();
+            while ((record = lineReceiver.getFromReader()) != null) {
+                if (batchSize == 1) {
+                    String jsonData = recordToString(record);
+                    LOG.debug(">>> " + jsonData);
+                    conn.insertOpentsdbJson(jsonData);
+                } else if (recordIndex % batchSize == 1) {
+                    sb.append("[").append(recordToString(record)).append(",");
+                } else if (recordIndex % batchSize == 0) {
+                    sb.append(recordToString(record)).append("]");
+                    String jsonData = sb.toString();
+                    LOG.debug(">>> " + jsonData);
+                    conn.insertOpentsdbJson(jsonData);
+                    sb.delete(0, sb.length());
+                } else {
+                    sb.append(recordToString(record)).append(",");
+                }
+                recordIndex++;
+            }
+            if (sb.length() != 0 && sb.charAt(0) == '[') {
+                String jsonData = sb.deleteCharAt(sb.length() - 1).append("]").toString();
+                LOG.debug(">>> " + jsonData);
+                conn.insertOpentsdbJson(jsonData);
+            }
+        } catch (Exception e) {
+            LOG.error("TDengineWriter ERROR: " + e.getMessage());
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e);
+        }
+        return recordIndex - 1;
+    }
+
+    private String recordToString(Record record) {
+        int recordLength = record.getColumnNumber();
+        if (0 == recordLength) {
+            return "";
+        }
+        Column column;
+        StringBuilder sb = new StringBuilder();
+        for (int i = 0; i < recordLength; i++) {
+            column = record.getColumn(i);
+            sb.append(column.asString()).append("\t");
+        }
+        sb.setLength(sb.length() - 1);
+        return sb.toString();
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
new file mode 100644
index 00000000..d67a6585
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -0,0 +1,271 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import org.apache.commons.codec.digest.DigestUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.*;
+import java.util.stream.Collectors;
+
+public class SchemaManager {
+    private static final Logger LOG = LoggerFactory.getLogger(SchemaManager.class);
+
+    private String stable; // 目标超表名
+    private Map<String, String> fixedTagValue = new HashMap<>(); // 固定标签值 标签名 -> 标签值
+    private Map<String, Integer> tagIndexMap = new HashMap<>(); // 动态标签值  标签名 -> 列索引
+    private Map<String, Integer> fieldIndexMap = new HashMap<>(); // 字段名 -> 字段索引
+    private String tsColName; // 时间戳列名
+    private int tsColIndex = -1; // 时间戳列索引
+    private List<String> fieldList = new ArrayList<>();
+    private List<String> tagList = new ArrayList<>();
+    private boolean canInferSchemaFromConfig = false;
+
+
+    public SchemaManager() {
+    }
+
+    public SchemaManager(Properties properties) {
+        getFromConfig(properties);
+    }
+
+    private String mapDataxType(Column.Type type) {
+        switch (type) {
+            case LONG:
+                return "BIGINT";
+            case DOUBLE:
+                return "DOUBLE";
+            case STRING:
+                return "NCHAR(64)";
+            case DATE:
+                return "TIMESTAMP";
+            case BOOL:
+                return "BOOL";
+            case BYTES:
+                return "BINARY(64)";
+            default:
+                throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, type.toString());
+        }
+    }
+
+    public void setStable(String stable) {
+        stable = stable;
+    }
+
+    public String getStable() {
+        return stable;
+    }
+
+    private void getFromConfig(Properties properties) {
+        stable = properties.getProperty(Key.STABLE);
+        if (stable == null) {
+            LOG.error("Config error: no stable");
+            return;
+        }
+        for (Object key : properties.keySet()) {
+            String k = (String) key;
+            String v = properties.getProperty(k);
+
+            String[] ps = k.split("\\.");
+            if (ps.length == 1) {
+                continue;
+            }
+            if (k.startsWith(Key.TAG_COLUMN)) {
+                String tagName = ps[1];
+                try {
+                    Integer tagIndex = Integer.parseInt(v);
+                    this.tagIndexMap.put(tagName, tagIndex);
+                    tagList.add(tagName);
+                } catch (NumberFormatException e) {
+                    fixedTagValue.put(tagName, v);
+                    tagList.add(tagName);
+                }
+            } else if (k.startsWith(Key.FIELD_COLUMN)) {
+                String fieldName = ps[1];
+                Integer fileIndex = Integer.parseInt(v);
+                fieldIndexMap.put(fieldName, fileIndex);
+            } else if (k.startsWith(Key.TIMESTAMP_COLUMN)) {
+                tsColName = ps[1];
+                tsColIndex = Integer.parseInt(v);
+            }
+        }
+        List<String> sortedFieldName = fieldIndexMap.entrySet().stream().sorted((x, y) -> x.getValue().compareTo(y.getValue())).map(e -> e.getKey()).collect(Collectors.toList());
+        fieldList.addAll(sortedFieldName); // 排序的目的是保证自动建表时列的顺序和输入数据的列的顺序保持一致
+        canInferSchemaFromConfig = tsColIndex > -1 && !(fixedTagValue.isEmpty() && tagIndexMap.isEmpty()) && !fieldIndexMap.isEmpty();
+        LOG.info("Config file parsed result：fixedTags=[{}] ,tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", fixedTagValue.keySet()), String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
+    }
+
+    public boolean shouldGuessSchema() {
+        return !canInferSchemaFromConfig;
+    }
+
+    public boolean shouldCreateTable() {
+        return canInferSchemaFromConfig;
+    }
+
+    public boolean configValid() {
+        boolean valid = (tagList.size() > 0 && fieldList.size() > 0 && tsColIndex > -1) || (tagList.size() == 0 && fieldList.size() == 0 && tsColIndex == -1);
+        if (!valid) {
+            LOG.error("Config error: tagColumn, fieldColumn and timestampColumn must be present together or absent together.");
+        }
+        return valid;
+    }
+
+    /**
+     * 通过执行`describe dbname.stable`命令，获取表的schema.<br/>
+     * describe命名返回有4列内容，分布是：Field,Type,Length,Note<br/>
+     *
+     * @return 成功返回true，如果超表不存在或其他错误则返回false
+     */
+    public boolean getFromDB(Connection conn) {
+        try {
+            List<String> stables = getSTables(conn);
+            if (!stables.contains(stable)) {
+                LOG.error("super table {} not exist， fail to get schema from database.", stable);
+                return false;
+            }
+        } catch (SQLException e) {
+            LOG.error(e.getMessage());
+            e.printStackTrace();
+            return false;
+        }
+        try (Statement stmt = conn.createStatement()) {
+            ResultSet rs = stmt.executeQuery("describe " + stable);
+            int colIndex = 0;
+            while (rs.next()) {
+                String name = rs.getString(1);
+                String type = rs.getString(2);
+                String note = rs.getString(4);
+                if ("TIMESTAMP".equals(type)) {
+                    tsColName = name;
+                    tsColIndex = colIndex;
+                } else if ("TAG".equals(note)) {
+                    tagIndexMap.put(name, colIndex);
+                    tagList.add(name);
+                } else {
+                    fieldIndexMap.put(name, colIndex);
+                    fieldList.add(name);
+                }
+                colIndex++;
+            }
+            LOG.info("table info：tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
+            return true;
+        } catch (SQLException e) {
+            LOG.error(e.getMessage());
+            e.printStackTrace();
+            return false;
+        }
+    }
+
+    public static List<String> getSTables(Connection conn) throws SQLException {
+        List<String> stables = new ArrayList<>();
+        try (Statement stmt = conn.createStatement()) {
+            ResultSet rs = stmt.executeQuery("show stables");
+            while (rs.next()) {
+                String name = rs.getString(1);
+                stables.add(name);
+            }
+        }
+        return stables;
+    }
+
+    public void createSTable(Connection conn, List<Column.Type> fieldTypes) throws SQLException {
+        StringBuilder sb = new StringBuilder();
+        sb.append("CREATE STABLE IF NOT EXISTS ").append(stable).append("(");
+        sb.append(tsColName).append(" ").append("TIMESTAMP,");
+        for (int i = 0; i < fieldList.size(); ++i) {
+            String fieldName = fieldList.get(i);
+            Column.Type dxType = fieldTypes.get(i);
+            sb.append(fieldName).append(' ');
+            String tdType = mapDataxType(dxType);
+            sb.append(tdType).append(',');
+        }
+        sb.deleteCharAt(sb.length() - 1);
+        sb.append(") TAGS(");
+        for (String tagName : tagList) {
+            sb.append(tagName).append(" NCHAR(64),");
+        }
+        sb.deleteCharAt(sb.length() - 1);
+        sb.append(")");
+        String q = sb.toString();
+        LOG.info("run sql：" + q);
+        try (Statement stmt = conn.createStatement()) {
+            stmt.execute(q);
+        }
+    }
+
+    public String[] getTagValuesFromRecord(Record record) {
+        String[] tagValues = new String[tagList.size()];
+        for (int i = 0; i < tagList.size(); ++i) {
+            if (fixedTagValue.containsKey(tagList.get(i))) {
+                tagValues[i] = fixedTagValue.get(tagList.get(i));
+            } else {
+                int tagIndex = tagIndexMap.get(tagList.get(i));
+                tagValues[i] = record.getColumn(tagIndex).asString();
+            }
+            if (tagValues[i] == null) {
+                return null;
+            }
+        }
+        return tagValues;
+    }
+
+    public boolean hasTimestamp(Record record) {
+        Column column = record.getColumn(tsColIndex);
+        if (column.getType() == Column.Type.DATE && column.asDate() != null) {
+            return true;
+        } else {
+            return false;
+        }
+    }
+
+    public Map<String, Integer> getFieldIndexMap() {
+        return fieldIndexMap;
+    }
+
+    public List<String> getFieldList() {
+        return fieldList;
+    }
+
+    public String getJoinedFieldNames() {
+        return tsColName + ", " + String.join(", ", fieldList);
+    }
+
+    public int getTsColIndex() {
+        return tsColIndex;
+    }
+
+    public String getTagValuesPlaceHolder() {
+        return tagList.stream().map(x -> "?").collect(Collectors.joining(","));
+    }
+
+    public String getFieldValuesPlaceHolder() {
+        return "?, " + fieldList.stream().map(x -> "?").collect(Collectors.joining(", "));
+    }
+
+    /**
+     * 计算子表表名
+     * <ol>
+     * <li>将标签的value 组合成为如下的字符串: tag_value1!tag_value2!tag_value3。</li>
+     * <li>计算该字符串的 MD5 散列值 "md5_val"。</li>
+     * <li>"t_md5val"作为子表名。其中的 "t" 是固定的前缀。</li>
+     * </ol>
+     *
+     * @param tagValues
+     * @return
+     */
+    public String computeTableName(String[] tagValues) {
+        String s = String.join("!", tagValues);
+        return "t_" + DigestUtils.md5Hex(s);
+    }
+
+    public int getDynamicTagCount() {
+        return tagIndexMap.size();
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
new file mode 100644
index 00000000..79e5238c
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
@@ -0,0 +1,91 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Properties;
+import java.util.Set;
+
+public class TDengineWriter extends Writer {
+
+    private static final String PEER_PLUGIN_NAME = "peerPluginName";
+
+    static {
+        try {
+            Class.forName("com.taosdata.jdbc.TSDBDriver");
+        } catch (ClassNotFoundException e) {
+            e.printStackTrace();
+        }
+    }
+
+    public static class Job extends Writer.Job {
+
+        private Configuration originalConfig;
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            this.originalConfig.set(PEER_PLUGIN_NAME, getPeerPluginName());
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            List<Configuration> writerSplitConfigs = new ArrayList<>();
+            for (int i = 0; i < mandatoryNumber; i++) {
+                writerSplitConfigs.add(this.originalConfig);
+            }
+            return writerSplitConfigs;
+        }
+    }
+
+    public static class Task extends Writer.Task {
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+
+        private Configuration writerSliceConfig;
+
+        @Override
+        public void init() {
+            this.writerSliceConfig = getPluginJobConf();
+
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public void startWrite(RecordReceiver lineReceiver) {
+            Set<String> keys = this.writerSliceConfig.getKeys();
+            Properties properties = new Properties();
+            for (String key : keys) {
+                String value = this.writerSliceConfig.getString(key);
+                properties.setProperty(key, value);
+            }
+            if (!keys.contains(Key.USER)) {
+                properties.setProperty(Key.USER, "root");
+            }
+            if (!keys.contains(Key.PASSWORD)) {
+                properties.setProperty(Key.PASSWORD, "taosdata");
+            }
+            LOG.debug("========================properties==========================\n" + properties);
+            String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
+            LOG.debug("start to handle record from: " + peerPluginName);
+            DataHandler handler = DataHandlerFactory.build(peerPluginName);
+            long records = handler.handle(lineReceiver, properties, getTaskPluginCollector());
+            LOG.debug("handle data finished, records: " + records);
+        }
+
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
new file mode 100644
index 00000000..994f1e89
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
@@ -0,0 +1,32 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum TDengineWriterErrorCode implements ErrorCode {
+    RUNTIME_EXCEPTION("TDengineWriter-00", "运行时异常"),
+    TYPE_ERROR("TDengineWriter-00", "Datax类型无法正确映射到TDengine类型");
+
+    private final String code;
+    private final String description;
+
+    private TDengineWriterErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code,
+                this.description);
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h
new file mode 100644
index 00000000..4bdf3639
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h
@@ -0,0 +1,105 @@
+/* DO NOT EDIT THIS FILE - it is machine generated */
+#include <jni.h>
+/* Header for class com_alibaba_datax_plugin_writer_JniConnection */
+
+#ifndef _Included_com_alibaba_datax_plugin_writer_JniConnection
+#define _Included_com_alibaba_datax_plugin_writer_JniConnection
+#ifdef __cplusplus
+extern "C" {
+#endif
+#undef com_alibaba_datax_plugin_writer_JniConnection_JNI_NULL_POINTER
+#define com_alibaba_datax_plugin_writer_JniConnection_JNI_NULL_POINTER 0LL
+#undef com_alibaba_datax_plugin_writer_JniConnection_JNI_SUCCESSFUL
+#define com_alibaba_datax_plugin_writer_JniConnection_JNI_SUCCESSFUL 0L
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    initImp
+ * Signature: (Ljava/lang/String;)V
+ */
+JNIEXPORT void JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_initImp
+  (JNIEnv *, jclass, jstring);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    setOptions
+ * Signature: (ILjava/lang/String;)I
+ */
+JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_setOptions
+  (JNIEnv *, jclass, jint, jstring);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getTsCharset
+ * Signature: ()Ljava/lang/String;
+ */
+JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getTsCharset
+  (JNIEnv *, jclass);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    connectImp
+ * Signature: (Ljava/lang/String;ILjava/lang/String;Ljava/lang/String;Ljava/lang/String;)J
+ */
+JNIEXPORT jlong JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_connectImp
+  (JNIEnv *, jobject, jstring, jint, jstring, jstring, jstring);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    executeQueryImp
+ * Signature: ([BJ)J
+ */
+JNIEXPORT jlong JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_executeQueryImp
+  (JNIEnv *, jobject, jbyteArray, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getErrCodeImp
+ * Signature: (JJ)I
+ */
+JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrCodeImp
+  (JNIEnv *, jobject, jlong, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getErrMsgImp
+ * Signature: (J)Ljava/lang/String;
+ */
+JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrMsgImp
+  (JNIEnv *, jobject, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getErrMsgByCode
+ * Signature: (J)Ljava/lang/String;
+ */
+JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrMsgByCode
+  (JNIEnv *, jobject, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    getAffectedRowsImp
+ * Signature: (JJ)I
+ */
+JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getAffectedRowsImp
+  (JNIEnv *, jobject, jlong, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    closeConnectionImp
+ * Signature: (J)I
+ */
+JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_closeConnectionImp
+  (JNIEnv *, jobject, jlong);
+
+/*
+ * Class:     com_alibaba_datax_plugin_writer_JniConnection
+ * Method:    insertOpentsdbJson
+ * Signature: (Ljava/lang/String;J)J
+ */
+JNIEXPORT jlong JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_insertOpentsdbJson
+  (JNIEnv *, jobject, jstring, jlong);
+
+#ifdef __cplusplus
+}
+#endif
+#endif
diff --git a/tdenginewriter/src/main/resources/plugin.json b/tdenginewriter/src/main/resources/plugin.json
new file mode 100644
index 00000000..e54f65ff
--- /dev/null
+++ b/tdenginewriter/src/main/resources/plugin.json
@@ -0,0 +1,9 @@
+{
+    "name": "tdenginewriter",
+    "class": "com.alibaba.datax.plugin.writer.tdenginewriter.TDengineWriter",
+    "description": {
+        "useScene": "data migration to tdengine",
+        "mechanism": "use JNI or taos-jdbc to write data to tdengine."
+    },
+    "developer": "zyyang-taosdata"
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/plugin_job_template.json b/tdenginewriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..5482b26e
--- /dev/null
+++ b/tdenginewriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,10 @@
+{
+    "name": "tdenginewriter",
+    "parameter": {
+        "host": "",
+        "port": 6030,
+        "db": "",
+        "user": "",
+        "password": ""
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg.properties b/tdenginewriter/src/main/resources/tdenginewritermsg.properties
new file mode 100644
index 00000000..4aaa220b
--- /dev/null
+++ b/tdenginewriter/src/main/resources/tdenginewritermsg.properties
@@ -0,0 +1,6 @@
+try_get_schema_fromdb=fail to get  structure info of target table from configure file and will try to get it from database
+batch_size_too_small='batchSize' is too small, please increase it and try again
+column_number_error=number of columns is less than expected
+tag_value_error=tag columns include 'null' value
+ts_value_error=timestamp column type error or null
+infer_column_type_error=fail to infer column type: sample count %d, column index %d
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties b/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
new file mode 100644
index 00000000..4aaa220b
--- /dev/null
+++ b/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
@@ -0,0 +1,6 @@
+try_get_schema_fromdb=fail to get  structure info of target table from configure file and will try to get it from database
+batch_size_too_small='batchSize' is too small, please increase it and try again
+column_number_error=number of columns is less than expected
+tag_value_error=tag columns include 'null' value
+ts_value_error=timestamp column type error or null
+infer_column_type_error=fail to infer column type: sample count %d, column index %d
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties b/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
new file mode 100644
index 00000000..4b9552fd
--- /dev/null
+++ b/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
@@ -0,0 +1,6 @@
+try_get_schema_fromdb=\u65e0\u6cd5\u4ece\u914d\u7f6e\u6587\u4ef6\u83b7\u53d6\u8868\u7ed3\u6784\u4fe1\u606f\uff0c\u5c1d\u8bd5\u4ece\u6570\u636e\u5e93\u83b7\u53d6
+batch_size_too_small=batchSize\u592a\u5c0f\uff0c\u4f1a\u589e\u52a0\u81ea\u52a8\u7c7b\u578b\u63a8\u65ad\u9519\u8bef\u7684\u6982\u7387\uff0c\u5efa\u8bae\u6539\u5927\u540e\u91cd\u8bd5
+column_number_error=\u5b9e\u9645\u5217\u6570\u5c0f\u4e8e\u671f\u671b\u5217\u6570
+tag_value_error=\u6807\u7b7e\u5217\u5305\u542bnull
+ts_value_error=\u65f6\u95f4\u6233\u5217\u4e3anull\u6216\u7c7b\u578b\u9519\u8bef
+infer_column_type_error=\u6839\u636e\u91c7\u6837\u7684%d\u6761\u6570\u636e\uff0c\u65e0\u6cd5\u63a8\u65ad\u7b2c%d\u5217\u7684\u6570\u636e\u7c7b\u578b
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java
new file mode 100644
index 00000000..09c3df26
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java
@@ -0,0 +1,21 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import org.junit.Test;
+
+import java.util.Properties;
+
+public class JniConnectionTest {
+
+    @Test
+    public void test() throws Exception {
+        JniConnection connection = new JniConnection(new Properties());
+
+        connection.open("192.168.56.105", 6030, "test", "root", "taosdata");
+
+        String json = "{\"metric\":\"weather_temperature\",\"timestamp\":1609430400000,\"value\":123,\"tags\":{\"location\":\"beijing\",\"id\":\"t123\"}}";
+        connection.insertOpentsdbJson(json);
+
+        connection.close();
+    }
+
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java
new file mode 100644
index 00000000..b1b7ddd8
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java
@@ -0,0 +1,25 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import org.junit.Test;
+
+import java.util.Locale;
+import java.util.ResourceBundle;
+
+import org.junit.Assert;
+
+public class MessageTest {
+    @Test
+    public void testChineseMessage() {
+        Locale local = new Locale("zh", "CN");
+        ResourceBundle bundle = ResourceBundle.getBundle("tdenginewritermsg", local);
+        String msg = bundle.getString("try_get_schema_fromdb");
+        Assert.assertEquals("无法从配置文件获取表结构信息，尝试从数据库获取", msg);
+    }
+
+    @Test
+    public void  testDefaultMessage() {
+        ResourceBundle bundle = ResourceBundle.getBundle("tdenginewritermsg", Locale.getDefault());
+        String msg = bundle.getString("try_get_schema_fromdb");
+        System.out.println(msg);
+    }
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
new file mode 100644
index 00000000..62bf7040
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
@@ -0,0 +1,31 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+
+public class TDengineWriterTest {
+
+
+    @Test
+    public void testGetSchema() throws ClassNotFoundException, SQLException {
+        Class.forName("com.taosdata.jdbc.TSDBDriver");
+        String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", "wozai.fun", "6030", "test", "root", "taosdata");
+        Connection conn = DriverManager.getConnection(jdbcUrl);
+        SchemaManager schemaManager = new SchemaManager();
+        schemaManager.setStable("test1");
+        schemaManager.getFromDB(conn);
+    }
+
+    @Test
+    public void dropTestTable() throws ClassNotFoundException, SQLException {
+        Class.forName("com.taosdata.jdbc.TSDBDriver");
+        String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", "wozai.fun", "6030", "test", "root", "taosdata");
+        Connection conn = DriverManager.getConnection(jdbcUrl);
+        Statement stmt = conn.createStatement();
+        stmt.execute("drop table market_snapshot");
+    }
+}

From 72c72612fdacf731f662024f780febc547f1b384 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Mon, 29 Nov 2021 13:37:47 +0800
Subject: [PATCH 097/251] fix job template error

---
 .../main/resources/plugin_job_template.json   | 22 +++++++++++++++----
 1 file changed, 18 insertions(+), 4 deletions(-)

diff --git a/tdenginewriter/src/main/resources/plugin_job_template.json b/tdenginewriter/src/main/resources/plugin_job_template.json
index 5482b26e..39c9c969 100644
--- a/tdenginewriter/src/main/resources/plugin_job_template.json
+++ b/tdenginewriter/src/main/resources/plugin_job_template.json
@@ -1,10 +1,24 @@
 {
     "name": "tdenginewriter",
     "parameter": {
-        "host": "",
+        "host": "127.0.0.1",
         "port": 6030,
-        "db": "",
-        "user": "",
-        "password": ""
+        "dbname": "test",
+        "user": "root",
+        "password": "taosdata",
+        "batchSize": 1000,
+        "stable": "weather",
+        "tagColumn": {
+            "station": 0
+        },
+        "fieldColumn": {
+            "latitude": 1,
+            "longtitude": 2,
+            "tmax": 4,
+            "tmin": 5
+        },
+        "timestampColumn":{
+            "date": 3
+        }
     }
 }
\ No newline at end of file

From 4ba65407140f9d5e086c2a80708c667d7dc09532 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Mon, 29 Nov 2021 13:37:47 +0800
Subject: [PATCH 098/251] fix job template error

---
 .../main/resources/plugin_job_template.json   | 22 +++++++++++++++----
 1 file changed, 18 insertions(+), 4 deletions(-)

diff --git a/tdenginewriter/src/main/resources/plugin_job_template.json b/tdenginewriter/src/main/resources/plugin_job_template.json
index 5482b26e..39c9c969 100644
--- a/tdenginewriter/src/main/resources/plugin_job_template.json
+++ b/tdenginewriter/src/main/resources/plugin_job_template.json
@@ -1,10 +1,24 @@
 {
     "name": "tdenginewriter",
     "parameter": {
-        "host": "",
+        "host": "127.0.0.1",
         "port": 6030,
-        "db": "",
-        "user": "",
-        "password": ""
+        "dbname": "test",
+        "user": "root",
+        "password": "taosdata",
+        "batchSize": 1000,
+        "stable": "weather",
+        "tagColumn": {
+            "station": 0
+        },
+        "fieldColumn": {
+            "latitude": 1,
+            "longtitude": 2,
+            "tmax": 4,
+            "tmin": 5
+        },
+        "timestampColumn":{
+            "date": 3
+        }
     }
 }
\ No newline at end of file

From 400b34e8cd34542703ce18efd7b2a8de219f1a9a Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Mon, 29 Nov 2021 14:42:01 +0800
Subject: [PATCH 099/251] add pom module tdengine writer

---
 pom.xml | 1 +
 1 file changed, 1 insertion(+)

diff --git a/pom.xml b/pom.xml
index 3bd75a31..1a9da81b 100644
--- a/pom.xml
+++ b/pom.xml
@@ -73,6 +73,7 @@
 
         <!-- writer -->
         <module>mysqlwriter</module>
+        <module>tdenginewriter</module>
         <module>drdswriter</module>
         <module>odpswriter</module>
         <module>txtfilewriter</module>

From 30fa8f12843e478b70bd8ab64f9f4581b07d89f9 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Mon, 29 Nov 2021 21:08:56 +0800
Subject: [PATCH 100/251] add English doc and fix bugs of Chinese doc

---
 tdenginewriter/doc/tdenginewriter-EN.md | 349 ++++++++++++++++++++++++
 tdenginewriter/doc/tdenginewriter.md    |   7 +-
 2 files changed, 353 insertions(+), 3 deletions(-)
 create mode 100644 tdenginewriter/doc/tdenginewriter-EN.md

diff --git a/tdenginewriter/doc/tdenginewriter-EN.md b/tdenginewriter/doc/tdenginewriter-EN.md
new file mode 100644
index 00000000..eda88a9f
--- /dev/null
+++ b/tdenginewriter/doc/tdenginewriter-EN.md
@@ -0,0 +1,349 @@
+# DataX TDengineWriter
+
+[简体中文](./tdenginewriter.md) | English
+
+## 1 Quick Introduction
+
+TDengineWriter Plugin writes data to [TDengine](https://www.taosdata.com/en/). It can be used to offline synchronize data from other databases to TDengine.
+
+## 2 Implementation
+
+TDengineWriter get records from DataX Framework that are generated from reader side. It has two whiting strategies:
+
+1. For data from OpenTSDBReader which is in json format, to leverage the new feature of TDengine Server that support writing json data directly called [schemaless writing](https://www.taosdata.com/cn/documentation/insert#schemaless), we use JNI to call functions in `taos.lib` or `taos.dll`.(Since the feature was not included in taos-jdbcdrive until version 2.0.36).
+2. For other data sources, we use [taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java) to write data. If the target table is not exists beforehand, then it will be created automatically according to your configuration.
+
+## 3 Features Introduction
+### 3.1 From OpenTSDB to TDengine
+#### 3.1.1 Sample Setting
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "opentsdbreader",
+          "parameter": {
+            "endpoint": "http://192.168.1.180:4242",
+            "column": [
+              "weather_temperature"
+            ],
+            "beginDateTime": "2021-01-01 00:00:00",
+            "endDateTime": "2021-01-01 01:00:00"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.1.180",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata"
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+#### 3.1.2 Configuration
+
+| Parameter | Description                    | Required | Default  |
+| --------- | ------------------------------ | -------- | -------- |
+| host      | host of TDengine               | Yes      |          |
+| port      | port of TDengine               | Yes      |          |
+| user      | use name of TDengine           | No       | root     |
+| password  | password of TDengine           | No       | taosdata |
+| dbname    | name of target database        | No       |          |
+| batchSize | batch size of insert operation | No       | 1        |
+
+
+#### 3.1.3 Type Convert
+
+| OpenTSDB Type    | DataX Type | TDengine Type |
+| ---------------- | ---------- | ------------- |
+| timestamp        | Date       | timestamp     |
+| Integer（value） | Double     | double        |
+| Float（value）   | Double     | double        |
+| String（value）  | String     | binary        |
+| Integer（tag）   | String     | binary        |
+| Float（tag）     | String     | binary        |
+| String（tag）    | String     | binary        |
+
+### 3.2 From MongoDB to TDengine
+
+#### 3.2.1 Sample Setting
+```json
+{
+    "job": {
+        "setting": {
+            "speed": {
+                "channel": 2
+            }
+        },
+        "content": [
+            {
+                "reader": {
+                    "name": "mongodbreader",
+                    "parameter": {
+                        "address": [
+                            "127.0.0.1:27017"
+                        ],
+                        "userName": "user",
+                        "mechanism": "SCRAM-SHA-1",
+                        "userPassword": "password",
+                        "authDb": "admin",
+                        "dbName": "test",
+                        "collectionName": "stock",
+                        "column": [
+                            {
+                              "name": "stockID",
+                              "type": "string"  
+                            },
+                            {
+                                "name": "tradeTime",
+                                "type": "date"
+                            },
+                            {
+                                "name": "lastPrice",
+                                "type": "double"
+                            },
+                            {
+                              "name": "askPrice1",
+                              "type": "double"
+                            },
+                            {
+                              "name": "bidPrice1",
+                              "type": "double"
+                            },
+                            {
+                                "name": "volume",
+                                "type": "int"
+                            }
+                        ]
+                    }
+                },
+                "writer": {
+                    "name": "tdenginewriter",
+                    "parameter": {
+                        "host": "localhost",
+                        "port": 6030,
+                        "dbname": "test",
+                        "user": "root",
+                        "password": "taosdata",
+                        "stable": "stock",
+                        "tagColumn": {
+                          "industry": "energy",
+                          "stockID": 0
+                        },
+                        "fieldColumn": {
+                          "lastPrice": 2,
+                          "askPrice1": 3,
+                          "bidPrice1": 4,
+                          "volume": 5
+                        },
+                        "timestampColumn": {
+                          "tradeTime": 1
+                        }
+                    }
+                }
+            }
+        ]
+    }
+}
+```
+
+**Note：the writer part of this setting can also apply to other data source except for OpenTSDB **
+
+
+#### 3.2.2 Configuration
+
+| Parameter       | Description                                                     | Required                 | Default  | Remark              |
+| --------------- | --------------------------------------------------------------- | ------------------------ | -------- | ------------------- |
+| host            | host ofTDengine                                                 | Yes                      |          |
+| port            | port of TDengine                                                | Yes                      |          |
+| user            | user name of TDengine                                           | No                       | root     |
+| password        | password of TDengine                                            | No                       | taosdata |
+| dbname          | name of target database                                         | Yes                      |          |
+| batchSize       | batch size of insert operation                                  | No                       | 1000     |
+| stable          | name of target super table                                      | Yes(except for OpenTSDB) |          |
+| tagColumn       | name and position of tag columns in the record from reader      | No                       |          | index starts with 0 |
+| fieldColumn     | name and position of data columns in the record from reader     | No                       |          |                     |
+| timestampColumn | name and position of timestamp column in the record from reader | No                       |          |                     |
+
+#### 3.2.3 Auto table creating
+##### 3.2.3.1 Rules
+
+If all of `tagColumn`, `fieldColumn` and `timestampColumn` are offered in writer configuration, then target super table will be created automatically.
+The type of tag columns will always be `NCHAR(64)`. The sample setting above will produce following sql:
+
+```sql
+CREATE STABLE IF NOT EXISTS market_snapshot (
+  tadetime TIMESTAMP,
+  lastprice DOUBLE,
+  askprice1 DOUBLE,
+  bidprice1 DOUBLE,
+  volume INT
+)
+TAGS(
+  industry NCHAR(64),
+  stockID NCHAR(64)
+);
+```
+
+##### 3.2.3.2 Sub-table Creating Rules
+
+The structure of sub-tables are the same with structure of super table. The names of sub-tables are generated by rules below:
+1. combine value of tags like this:`tag_value1!tag_value2!tag_value3`.
+2. compute md5 hash hex of  above string, named `md5val`
+3. use "t_md5val" as sub-table name, in which "t" is fixed prefix.
+
+#### 3.2.4 Use Pre-created Table
+
+If you have created super table firstly, then all of tagColumn, fieldColumn and timestampColumn can be omitted. The writer plugin will get table schema by executing `describe stableName`.
+The order of columns of records received by this plugin must be the same as the order of columns returned by `describe stableName`. For example, if you have super table as below:
+```
+             Field              |         Type         |   Length    |   Note   |
+=================================================================================
+ ts                             | TIMESTAMP            |           8 |          |
+ current                        | DOUBLE               |           8 |          |
+ location                      | BINARY                |           10 | TAG      |
+```
+Then the first columns received by this writer plugin must represent timestamp, the second column must represent current with type double, the third column must represent location with internal type string.
+
+#### 3.2.5 Remarks
+
+1. Config keys --tagColumn, fieldColumn and timestampColumn, must be presented or omitted at the same time.  
+2. If above three config keys exist and the target table also exists, then the order of columns defined by the config file and the existed table must be the same.
+
+#### 3.2.6 Type Convert
+
+| MongoDB Type | DataX Type | TDengine Type |
+| ---------------- | -------------- | ----------------- |
+| int, Long        | Long           | BIGINT            |
+| double           | Double         | DOUBLE            |
+| string, array    | String         | NCHAR(64)         |
+| date             | Date           | TIMESTAMP         |
+| boolean          | Boolean        | BOOL              |
+| bytes            | Bytes          | BINARY            |
+
+### 3.3 From Relational Database to TDengine
+
+Take MySQl as example.
+
+#### 3.3.1 Table Structure in MySQL
+```sql
+CREATE TABLE IF NOT EXISTS weather(
+    station varchar(100),
+    latitude DOUBLE,
+    longtitude DOUBLE,
+    `date` DATE,
+    TMAX int,
+    TMIN int
+)
+```
+
+#### 3.3.2 Sample Setting
+
+```json 
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "mysqlreader",
+          "parameter": {
+            "username": "root",
+            "password": "passw0rd",
+            "column": [
+              "*"
+            ],
+            "splitPk": "station",
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": [
+                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "127.0.0.1",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata",
+            "batchSize": 1000,
+            "stable": "weather",
+            "tagColumn": {
+              "station": 0
+            },
+            "fieldColumn": {
+              "latitude": 1,
+              "longtitude": 2,
+              "tmax": 4,
+              "tmin": 5
+            },
+            "timestampColumn":{
+              "date": 3
+            }
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+
+## 4 Performance Test
+
+## 5 Restriction
+
+1. NCHAR type has fixed length 64 when auto creating stable.
+2. Rows have null tag values will be dropped.
+
+## FAQ
+
+### How to filter on source table？
+
+It depends on reader plugin. For different reader plugins, the way may be different.
+
+### How to import multiple source tables at once？
+
+It depends on reader plugin. If the reader plugin supports reading multiple tables at once, then there is no problem. 
+
+### How many sub-tables will be produced?
+
+The number of sub-tables is determined by tagColumns, equals to the number of different combinations of tag values. 
+
+### Do columns in source table and columns in target table must be in the same order?
+
+No. TDengine require the first column has timestamp type，which is followed by data columns, followed by tag columns. The writer plugin will create super table in this column order, regardless of origin column orders.
+
+### How dose the plugin infer the data type of incoming data?
+
+By the first batch of records it received.
+
+###  Why can't I insert data of 10 years ago? Do this will get error: `TDengine ERROR (2350): failed to execute batch bind`.
+
+Because the database you created only keep 10 years data by default, you can create table like this: `CREATE DATABASE power KEEP 36500;`, in order to enlarge the time period to 100 years.
\ No newline at end of file
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 062fac2c..e318ef7f 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -1,5 +1,7 @@
 # DataX TDengineWriter
 
+简体中文| [English](./tdenginewriter-EN.md)
+
 ## 1 快速介绍
 
 TDengineWriter插件实现了写入数据到TDengine数据库功能。可用于离线同步其它数据库的数据到TDengine。
@@ -203,7 +205,7 @@ TAGS(
 
 ##### 3.2.3.2 子表创建规则
 
-子表结果与超表相同，子表表名生成规则：
+子表结构与超表相同，子表表名生成规则：
 1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
 2. 计算该字符串的 MD5 散列值 "md5_val"。
 3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
@@ -225,7 +227,6 @@ TAGS(
 
 1. tagColumn、 fieldColumn和timestampColumn三个字段用于描述目标表的结构信息，这三个配置字段必须同时存在或同时省略。
 2. 如果存在以上三个配置，且目标表也已经存在，则两者必须一致。**一致性**由用户自己保证，插件不做检查。不一致可能会导致插入失败或插入数据错乱。
-3. 插件优先使用配置文件中指定的表结构。
 
 #### 3.2.6 类型转换
 
@@ -387,7 +388,7 @@ CREATE TABLE IF NOT EXISTS weather(
 
 ### 源表和目标表的字段顺序一致吗？
 
-TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表是自动调整。
+TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表时会自动调整。
 
 ### 插件如何确定各列的数据类型？
 

From e8563a23796be77c72587b5369f7eabe8dab9eb5 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Tue, 30 Nov 2021 07:41:25 +0800
Subject: [PATCH 101/251] =?UTF-8?q?=E8=B6=85=E8=A1=A8=20to=20=E8=B6=85?=
 =?UTF-8?q?=E7=BA=A7=E8=A1=A8?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 tdenginewriter/doc/tdenginewriter.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index e318ef7f..251f29a8 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -205,7 +205,7 @@ TAGS(
 
 ##### 3.2.3.2 子表创建规则
 
-子表结构与超表相同，子表表名生成规则：
+子表结构与超级表相同，子表表名生成规则：
 1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
 2. 计算该字符串的 MD5 散列值 "md5_val"。
 3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
@@ -384,7 +384,7 @@ CREATE TABLE IF NOT EXISTS weather(
 
 ### 一张源表导入之后对应TDengine中多少张表？
 
-这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超表就有多少子表。
+这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超级表就有多少子表。
 
 ### 源表和目标表的字段顺序一致吗？
 

From d554e26fa0654e28af0c29a4733bebb4a5b2ea1b Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Tue, 30 Nov 2021 12:53:47 +0800
Subject: [PATCH 102/251] english doc as default

---
 tdenginewriter/doc/tdenginewriter-CN.md | 399 ++++++++++++++++++++++++
 tdenginewriter/doc/tdenginewriter-EN.md | 349 ---------------------
 tdenginewriter/doc/tdenginewriter.md    | 220 +++++--------
 3 files changed, 484 insertions(+), 484 deletions(-)
 create mode 100644 tdenginewriter/doc/tdenginewriter-CN.md
 delete mode 100644 tdenginewriter/doc/tdenginewriter-EN.md

diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
new file mode 100644
index 00000000..c20b3b86
--- /dev/null
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -0,0 +1,399 @@
+# DataX TDengineWriter
+
+简体中文| [English](./tdenginewriter.md)
+
+## 1 快速介绍
+
+TDengineWriter插件实现了写入数据到TDengine数据库功能。可用于离线同步其它数据库的数据到TDengine。
+
+## 2 实现原理
+
+TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据reader的类型解析数据。目前有两种写入方式：
+
+1. 对于OpenTSDBReader, TDengineWriter通过JNI方式调用TDengine客户端库文件（taos.lib或taos.dll）中的方法，使用[schemaless的方式](https://www.taosdata.com/cn/documentation/insert#schemaless)写入。
+
+2. 对于其它数据源,会根据配置生成SQL语句, 通过[taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java)批量写入。
+
+这样区分的原因是OpenTSDBReader将opentsdb的数据统一读取为json字符串，Writer端接收到的数据只有1列。而其它Reader插件一般会把数据放在不同列。
+
+## 3 功能说明
+### 3.1 从OpenTSDB到TDengine
+#### 3.1.1 配置样例
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "opentsdbreader",
+          "parameter": {
+            "endpoint": "http://192.168.1.180:4242",
+            "column": [
+              "weather_temperature"
+            ],
+            "beginDateTime": "2021-01-01 00:00:00",
+            "endDateTime": "2021-01-01 01:00:00"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.1.180",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata"
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+#### 3.1.2 参数说明
+
+| 参数      | 描述                 | 是否必选 | 默认值   |
+| --------- | -------------------- | -------- | -------- |
+| host      | TDengine实例的host   | 是       | 无       |
+| port      | TDengine实例的port   | 是       | 无       |
+| user      | TDengine实例的用户名 | 否       | root     |
+| password  | TDengine实例的密码   | 否       | taosdata |
+| dbname    | 目的数据库的名称     | 是       | 无       |
+| batchSize | 每次批量插入多少记录 | 否       | 1        |
+
+
+#### 3.1.3 类型转换
+
+目前，由于OpenTSDBReader将opentsdb的数据统一读取为json字符串，TDengineWriter 在做Opentsdb到TDengine的迁移时，按照以下类型进行处理：
+
+| OpenTSDB数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| ---------------- | -------------- | ----------------- |
+| timestamp        | Date           | timestamp         |
+| Integer（value） | Double         | double            |
+| Float（value）   | Double         | double            |
+| String（value）  | String         | binary            |
+| Integer（tag）   | String         | binary            |
+| Float（tag）     | String         | binary            |
+| String（tag）    | String         | binary            |
+
+### 3.2 从MongoDB到TDengine
+
+#### 3.2.1 配置样例
+```json
+{
+    "job": {
+        "setting": {
+            "speed": {
+                "channel": 2
+            }
+        },
+        "content": [
+            {
+                "reader": {
+                    "name": "mongodbreader",
+                    "parameter": {
+                        "address": [
+                            "127.0.0.1:27017"
+                        ],
+                        "userName": "user",
+                        "mechanism": "SCRAM-SHA-1",
+                        "userPassword": "password",
+                        "authDb": "admin",
+                        "dbName": "test",
+                        "collectionName": "stock",
+                        "column": [
+                            {
+                              "name": "stockID",
+                              "type": "string"  
+                            },
+                            {
+                                "name": "tradeTime",
+                                "type": "date"
+                            },
+                            {
+                                "name": "lastPrice",
+                                "type": "double"
+                            },
+                            {
+                              "name": "askPrice1",
+                              "type": "double"
+                            },
+                            {
+                              "name": "bidPrice1",
+                              "type": "double"
+                            },
+                            {
+                                "name": "volume",
+                                "type": "int"
+                            }
+                        ]
+                    }
+                },
+                "writer": {
+                    "name": "tdenginewriter",
+                    "parameter": {
+                        "host": "localhost",
+                        "port": 6030,
+                        "dbname": "test",
+                        "user": "root",
+                        "password": "taosdata",
+                        "stable": "stock",
+                        "tagColumn": {
+                          "industry": "energy",
+                          "stockID": 0
+                        },
+                        "fieldColumn": {
+                          "lastPrice": 2,
+                          "askPrice1": 3,
+                          "bidPrice1": 4,
+                          "volume": 5
+                        },
+                        "timestampColumn": {
+                          "tradeTime": 1
+                        }
+                    }
+                }
+            }
+        ]
+    }
+}
+```
+
+**注：本配置的writer部分同样适用于关系型数据库**
+
+
+#### 3.2.2 参数说明
+| 参数            | 描述                 | 是否必选         | 默认值   | 备注               |
+| --------------- | -------------------- | ---------------- | -------- | ------------------ |
+| host            | TDengine实例的host   | 是               | 无       |
+| port            | TDengine实例的port   | 是               | 无       |
+| user            | TDengine实例的用户名 | 否               | root     |
+| password        | TDengine实例的密码   | 否               | taosdata |
+| dbname          | 目的数据库的名称     | 是               | 无       |
+| batchSize       | 每次批量插入多少记录 | 否               | 1000     |
+| stable          | 目标超级表的名称     | 是(OpenTSDB除外) | 无       |
+| tagColumn       | 标签列的列名和位置   | 否               | 无       | 位置索引均从0开始  |
+| fieldColumn     | 字段列的列名和位置   | 否               | 无       |                    |
+| timestampColumn | 时间戳列的列名和位置 | 否               | 无       | 时间戳列只能有一个 |
+
+#### 3.2.3 自动建表规则
+##### 3.2.3.1 超级表创建规则
+
+如果配置了tagColumn、 fieldColumn和timestampColumn将会在插入第一条数据前，自动创建超级表。<br>
+数据列的类型从第1条记录自动推断, 标签列默认类型为`NCHAR(64)`, 比如示例配置，可能生成以下建表语句：
+
+```sql
+CREATE STABLE IF NOT EXISTS market_snapshot (
+  tadetime TIMESTAMP,
+  lastprice DOUBLE,
+  askprice1 DOUBLE,
+  bidprice1 DOUBLE,
+  volume INT
+)
+TAGS(
+  industry NCHAR(64),
+  stockID NCHAR(64)
+);
+```
+
+##### 3.2.3.2 子表创建规则
+
+子表结构与超级表相同，子表表名生成规则：
+1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
+2. 计算该字符串的 MD5 散列值 "md5_val"。
+3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
+
+#### 3.2.4 用户提前建表
+
+如果你已经创建好目标超级表，那么tagColumn、 fieldColumn和timestampColumn三个字段均可省略, 插件将通过执行通过`describe stableName`获取表结构的信息。
+此时要求接收到的Record中Column的顺序和执行`describe stableName`返回的列顺序相同， 比如通过`describe stableName`返回以下内容：
+```
+             Field              |         Type         |   Length    |   Note   |
+=================================================================================
+ ts                             | TIMESTAMP            |           8 |          |
+ current                        | DOUBLE               |           8 |          |
+ location                      | BINARY                |           10 | TAG      |
+```
+那么插件收到的数据第1列必须代表时间戳，第2列必须代表电流，第3列必须代表位置。
+
+#### 3.2.5 注意事项
+
+1. tagColumn、 fieldColumn和timestampColumn三个字段用于描述目标表的结构信息，这三个配置字段必须同时存在或同时省略。
+2. 如果存在以上三个配置，且目标表也已经存在，则两者必须一致。**一致性**由用户自己保证，插件不做检查。不一致可能会导致插入失败或插入数据错乱。
+
+#### 3.2.6 类型转换
+
+| MongoDB 数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| ---------------- | -------------- | ----------------- |
+| int, Long        | Long           | BIGINT            |
+| double           | Double         | DOUBLE            |
+| string, array    | String         | NCHAR(64)         |
+| date             | Date           | TIMESTAMP         |
+| boolean          | Boolean        | BOOL              |
+| bytes            | Bytes          | BINARY            |
+
+### 3.3 从关系型数据库到TDengine
+writer部分的配置规则和上述MongoDB的示例是一样的，这里给出一个MySQL的示例。
+
+#### 3.3.1 MySQL中表结构
+```sql
+CREATE TABLE IF NOT EXISTS weather(
+    station varchar(100),
+    latitude DOUBLE,
+    longtitude DOUBLE,
+    `date` DATE,
+    TMAX int,
+    TMIN int
+)
+```
+
+#### 3.3.2 配置文件示例
+
+```json 
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "mysqlreader",
+          "parameter": {
+            "username": "root",
+            "password": "passw0rd",
+            "column": [
+              "*"
+            ],
+            "splitPk": "station",
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": [
+                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "127.0.0.1",
+            "port": 6030,
+            "dbname": "test",
+            "user": "root",
+            "password": "taosdata",
+            "batchSize": 1000,
+            "stable": "weather",
+            "tagColumn": {
+              "station": 0
+            },
+            "fieldColumn": {
+              "latitude": 1,
+              "longtitude": 2,
+              "tmax": 4,
+              "tmin": 5
+            },
+            "timestampColumn":{
+              "date": 3
+            }
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+
+建表语句：
+
+单行记录类似于：
+
+#### 4.1.2 机器参数
+
+* 执行DataX的机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc: DataX 数据不落磁盘，不统计此项
+
+* TDengine数据库机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc:
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+#### 4.2.1 单表测试报告
+
+| 通道数 | DataX速度(Rec/s) | DataX流量(MB/s) | DataX机器网卡流出流量(MB/s) | DataX机器运行负载 | DB网卡进入流量(MB/s) | DB运行负载 | DB TPS |
+| ------ | ---------------- | --------------- | --------------------------- | ----------------- | -------------------- | ---------- | ------ |
+| 1      |                  |                 |                             |                   |                      |            |        |
+| 4      |                  |                 |                             |                   |                      |            |        |
+| 8      |                  |                 |                             |                   |                      |            |        |
+| 16     |                  |                 |                             |                   |                      |            |        |
+| 32     |                  |                 |                             |                   |                      |            |        |
+
+说明：
+
+1. 这里的单表，主键类型为 bigint(20),自增。
+2. batchSize 和 通道个数，对性能影响较大。
+3. 16通道，4096批量提交时，出现 full gc 2次。
+
+#### 4.2.4 性能测试小结
+
+
+## 5 约束限制
+
+1. 本插件自动创建超级表时NCHAR类型的长度固定为64，对于包含长度大于64的字符串的数据源，将不支持。
+2. 标签列不能包含null值，如果包含会被过滤掉。
+
+## FAQ
+
+### 如何选取要同步的数据的范围？
+
+数据范围的选取在Reader插件端配置，对于不同的Reader插件配置方法往往不同。比如对于mysqlreader， 可以用sql语句指定数据范围。对于opentsdbreader, 用beginDateTime和endDateTime两个配置项指定数据范围。
+
+### 如何一次导入多张源表？
+
+如果Reader插件支持一次读多张表，Writer插件就能一次导入多张表。如果Reader不支持多多张表，可以建多个job，分别导入。Writer插件只负责写数据。
+
+### 一张源表导入之后对应TDengine中多少张表？
+
+这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超级表就有多少子表。
+
+### 源表和目标表的字段顺序一致吗？
+
+TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表时会自动调整。
+
+### 插件如何确定各列的数据类型？
+
+根据收到的第一批数据自动推断各列的类型。
+
+### 为什么插入10年前的数据会抛异常`TDengine ERROR (2350): failed to execute batch bind` ?
+
+因为创建数据库的时候，默认保留10年的数据。可以手动指定要保留多长时间的数据，比如:`CREATE DATABASE power KEEP 36500;`。
\ No newline at end of file
diff --git a/tdenginewriter/doc/tdenginewriter-EN.md b/tdenginewriter/doc/tdenginewriter-EN.md
deleted file mode 100644
index eda88a9f..00000000
--- a/tdenginewriter/doc/tdenginewriter-EN.md
+++ /dev/null
@@ -1,349 +0,0 @@
-# DataX TDengineWriter
-
-[简体中文](./tdenginewriter.md) | English
-
-## 1 Quick Introduction
-
-TDengineWriter Plugin writes data to [TDengine](https://www.taosdata.com/en/). It can be used to offline synchronize data from other databases to TDengine.
-
-## 2 Implementation
-
-TDengineWriter get records from DataX Framework that are generated from reader side. It has two whiting strategies:
-
-1. For data from OpenTSDBReader which is in json format, to leverage the new feature of TDengine Server that support writing json data directly called [schemaless writing](https://www.taosdata.com/cn/documentation/insert#schemaless), we use JNI to call functions in `taos.lib` or `taos.dll`.(Since the feature was not included in taos-jdbcdrive until version 2.0.36).
-2. For other data sources, we use [taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java) to write data. If the target table is not exists beforehand, then it will be created automatically according to your configuration.
-
-## 3 Features Introduction
-### 3.1 From OpenTSDB to TDengine
-#### 3.1.1 Sample Setting
-
-```json
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "opentsdbreader",
-          "parameter": {
-            "endpoint": "http://192.168.1.180:4242",
-            "column": [
-              "weather_temperature"
-            ],
-            "beginDateTime": "2021-01-01 00:00:00",
-            "endDateTime": "2021-01-01 01:00:00"
-          }
-        },
-        "writer": {
-          "name": "tdenginewriter",
-          "parameter": {
-            "host": "192.168.1.180",
-            "port": 6030,
-            "dbname": "test",
-            "user": "root",
-            "password": "taosdata"
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
-```
-
-#### 3.1.2 Configuration
-
-| Parameter | Description                    | Required | Default  |
-| --------- | ------------------------------ | -------- | -------- |
-| host      | host of TDengine               | Yes      |          |
-| port      | port of TDengine               | Yes      |          |
-| user      | use name of TDengine           | No       | root     |
-| password  | password of TDengine           | No       | taosdata |
-| dbname    | name of target database        | No       |          |
-| batchSize | batch size of insert operation | No       | 1        |
-
-
-#### 3.1.3 Type Convert
-
-| OpenTSDB Type    | DataX Type | TDengine Type |
-| ---------------- | ---------- | ------------- |
-| timestamp        | Date       | timestamp     |
-| Integer（value） | Double     | double        |
-| Float（value）   | Double     | double        |
-| String（value）  | String     | binary        |
-| Integer（tag）   | String     | binary        |
-| Float（tag）     | String     | binary        |
-| String（tag）    | String     | binary        |
-
-### 3.2 From MongoDB to TDengine
-
-#### 3.2.1 Sample Setting
-```json
-{
-    "job": {
-        "setting": {
-            "speed": {
-                "channel": 2
-            }
-        },
-        "content": [
-            {
-                "reader": {
-                    "name": "mongodbreader",
-                    "parameter": {
-                        "address": [
-                            "127.0.0.1:27017"
-                        ],
-                        "userName": "user",
-                        "mechanism": "SCRAM-SHA-1",
-                        "userPassword": "password",
-                        "authDb": "admin",
-                        "dbName": "test",
-                        "collectionName": "stock",
-                        "column": [
-                            {
-                              "name": "stockID",
-                              "type": "string"  
-                            },
-                            {
-                                "name": "tradeTime",
-                                "type": "date"
-                            },
-                            {
-                                "name": "lastPrice",
-                                "type": "double"
-                            },
-                            {
-                              "name": "askPrice1",
-                              "type": "double"
-                            },
-                            {
-                              "name": "bidPrice1",
-                              "type": "double"
-                            },
-                            {
-                                "name": "volume",
-                                "type": "int"
-                            }
-                        ]
-                    }
-                },
-                "writer": {
-                    "name": "tdenginewriter",
-                    "parameter": {
-                        "host": "localhost",
-                        "port": 6030,
-                        "dbname": "test",
-                        "user": "root",
-                        "password": "taosdata",
-                        "stable": "stock",
-                        "tagColumn": {
-                          "industry": "energy",
-                          "stockID": 0
-                        },
-                        "fieldColumn": {
-                          "lastPrice": 2,
-                          "askPrice1": 3,
-                          "bidPrice1": 4,
-                          "volume": 5
-                        },
-                        "timestampColumn": {
-                          "tradeTime": 1
-                        }
-                    }
-                }
-            }
-        ]
-    }
-}
-```
-
-**Note：the writer part of this setting can also apply to other data source except for OpenTSDB **
-
-
-#### 3.2.2 Configuration
-
-| Parameter       | Description                                                     | Required                 | Default  | Remark              |
-| --------------- | --------------------------------------------------------------- | ------------------------ | -------- | ------------------- |
-| host            | host ofTDengine                                                 | Yes                      |          |
-| port            | port of TDengine                                                | Yes                      |          |
-| user            | user name of TDengine                                           | No                       | root     |
-| password        | password of TDengine                                            | No                       | taosdata |
-| dbname          | name of target database                                         | Yes                      |          |
-| batchSize       | batch size of insert operation                                  | No                       | 1000     |
-| stable          | name of target super table                                      | Yes(except for OpenTSDB) |          |
-| tagColumn       | name and position of tag columns in the record from reader      | No                       |          | index starts with 0 |
-| fieldColumn     | name and position of data columns in the record from reader     | No                       |          |                     |
-| timestampColumn | name and position of timestamp column in the record from reader | No                       |          |                     |
-
-#### 3.2.3 Auto table creating
-##### 3.2.3.1 Rules
-
-If all of `tagColumn`, `fieldColumn` and `timestampColumn` are offered in writer configuration, then target super table will be created automatically.
-The type of tag columns will always be `NCHAR(64)`. The sample setting above will produce following sql:
-
-```sql
-CREATE STABLE IF NOT EXISTS market_snapshot (
-  tadetime TIMESTAMP,
-  lastprice DOUBLE,
-  askprice1 DOUBLE,
-  bidprice1 DOUBLE,
-  volume INT
-)
-TAGS(
-  industry NCHAR(64),
-  stockID NCHAR(64)
-);
-```
-
-##### 3.2.3.2 Sub-table Creating Rules
-
-The structure of sub-tables are the same with structure of super table. The names of sub-tables are generated by rules below:
-1. combine value of tags like this:`tag_value1!tag_value2!tag_value3`.
-2. compute md5 hash hex of  above string, named `md5val`
-3. use "t_md5val" as sub-table name, in which "t" is fixed prefix.
-
-#### 3.2.4 Use Pre-created Table
-
-If you have created super table firstly, then all of tagColumn, fieldColumn and timestampColumn can be omitted. The writer plugin will get table schema by executing `describe stableName`.
-The order of columns of records received by this plugin must be the same as the order of columns returned by `describe stableName`. For example, if you have super table as below:
-```
-             Field              |         Type         |   Length    |   Note   |
-=================================================================================
- ts                             | TIMESTAMP            |           8 |          |
- current                        | DOUBLE               |           8 |          |
- location                      | BINARY                |           10 | TAG      |
-```
-Then the first columns received by this writer plugin must represent timestamp, the second column must represent current with type double, the third column must represent location with internal type string.
-
-#### 3.2.5 Remarks
-
-1. Config keys --tagColumn, fieldColumn and timestampColumn, must be presented or omitted at the same time.  
-2. If above three config keys exist and the target table also exists, then the order of columns defined by the config file and the existed table must be the same.
-
-#### 3.2.6 Type Convert
-
-| MongoDB Type | DataX Type | TDengine Type |
-| ---------------- | -------------- | ----------------- |
-| int, Long        | Long           | BIGINT            |
-| double           | Double         | DOUBLE            |
-| string, array    | String         | NCHAR(64)         |
-| date             | Date           | TIMESTAMP         |
-| boolean          | Boolean        | BOOL              |
-| bytes            | Bytes          | BINARY            |
-
-### 3.3 From Relational Database to TDengine
-
-Take MySQl as example.
-
-#### 3.3.1 Table Structure in MySQL
-```sql
-CREATE TABLE IF NOT EXISTS weather(
-    station varchar(100),
-    latitude DOUBLE,
-    longtitude DOUBLE,
-    `date` DATE,
-    TMAX int,
-    TMIN int
-)
-```
-
-#### 3.3.2 Sample Setting
-
-```json 
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "mysqlreader",
-          "parameter": {
-            "username": "root",
-            "password": "passw0rd",
-            "column": [
-              "*"
-            ],
-            "splitPk": "station",
-            "connection": [
-              {
-                "table": [
-                  "weather"
-                ],
-                "jdbcUrl": [
-                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
-                ]
-              }
-            ]
-          }
-        },
-        "writer": {
-          "name": "tdenginewriter",
-          "parameter": {
-            "host": "127.0.0.1",
-            "port": 6030,
-            "dbname": "test",
-            "user": "root",
-            "password": "taosdata",
-            "batchSize": 1000,
-            "stable": "weather",
-            "tagColumn": {
-              "station": 0
-            },
-            "fieldColumn": {
-              "latitude": 1,
-              "longtitude": 2,
-              "tmax": 4,
-              "tmin": 5
-            },
-            "timestampColumn":{
-              "date": 3
-            }
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
-```
-
-
-## 4 Performance Test
-
-## 5 Restriction
-
-1. NCHAR type has fixed length 64 when auto creating stable.
-2. Rows have null tag values will be dropped.
-
-## FAQ
-
-### How to filter on source table？
-
-It depends on reader plugin. For different reader plugins, the way may be different.
-
-### How to import multiple source tables at once？
-
-It depends on reader plugin. If the reader plugin supports reading multiple tables at once, then there is no problem. 
-
-### How many sub-tables will be produced?
-
-The number of sub-tables is determined by tagColumns, equals to the number of different combinations of tag values. 
-
-### Do columns in source table and columns in target table must be in the same order?
-
-No. TDengine require the first column has timestamp type，which is followed by data columns, followed by tag columns. The writer plugin will create super table in this column order, regardless of origin column orders.
-
-### How dose the plugin infer the data type of incoming data?
-
-By the first batch of records it received.
-
-###  Why can't I insert data of 10 years ago? Do this will get error: `TDengine ERROR (2350): failed to execute batch bind`.
-
-Because the database you created only keep 10 years data by default, you can create table like this: `CREATE DATABASE power KEEP 36500;`, in order to enlarge the time period to 100 years.
\ No newline at end of file
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 251f29a8..42bdd04f 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -1,24 +1,21 @@
 # DataX TDengineWriter
 
-简体中文| [English](./tdenginewriter-EN.md)
+[简体中文](./tdenginewriter-CN.md) | English
 
-## 1 快速介绍
+## 1 Quick Introduction
 
-TDengineWriter插件实现了写入数据到TDengine数据库功能。可用于离线同步其它数据库的数据到TDengine。
+TDengineWriter Plugin writes data to [TDengine](https://www.taosdata.com/en/). It can be used to offline synchronize data from other databases to TDengine.
 
-## 2 实现原理
+## 2 Implementation
 
-TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据reader的类型解析数据。目前有两种写入方式：
+TDengineWriter get records from DataX Framework that are generated from reader side. It has two whiting strategies:
 
-1. 对于OpenTSDBReader, TDengineWriter通过JNI方式调用TDengine客户端库文件（taos.lib或taos.dll）中的方法，使用[schemaless的方式](https://www.taosdata.com/cn/documentation/insert#schemaless)写入。
+1. For data from OpenTSDBReader which is in json format, to leverage the new feature of TDengine Server that support writing json data directly called [schemaless writing](https://www.taosdata.com/cn/documentation/insert#schemaless), we use JNI to call functions in `taos.lib` or `taos.dll`.(Since the feature was not included in taos-jdbcdrive until version 2.0.36).
+2. For other data sources, we use [taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java) to write data. If the target table is not exists beforehand, then it will be created automatically according to your configuration.
 
-2. 对于其它数据源,会根据配置生成SQL语句, 通过[taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java)批量写入。
-
-这样区分的原因是OpenTSDBReader将opentsdb的数据统一读取为json字符串，Writer端接收到的数据只有1列。而其它Reader插件一般会把数据放在不同列。
-
-## 3 功能说明
-### 3.1 从OpenTSDB到TDengine
-#### 3.1.1 配置样例
+## 3 Features Introduction
+### 3.1 From OpenTSDB to TDengine
+#### 3.1.1 Sample Setting
 
 ```json
 {
@@ -57,35 +54,33 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 }
 ```
 
-#### 3.1.2 参数说明
+#### 3.1.2 Configuration
 
-| 参数      | 描述                 | 是否必选 | 默认值   |
-| --------- | -------------------- | -------- | -------- |
-| host      | TDengine实例的host   | 是       | 无       |
-| port      | TDengine实例的port   | 是       | 无       |
-| user      | TDengine实例的用户名 | 否       | root     |
-| password  | TDengine实例的密码   | 否       | taosdata |
-| dbname    | 目的数据库的名称     | 是       | 无       |
-| batchSize | 每次批量插入多少记录 | 否       | 1        |
+| Parameter | Description                    | Required | Default  |
+| --------- | ------------------------------ | -------- | -------- |
+| host      | host of TDengine               | Yes      |          |
+| port      | port of TDengine               | Yes      |          |
+| user      | use name of TDengine           | No       | root     |
+| password  | password of TDengine           | No       | taosdata |
+| dbname    | name of target database        | No       |          |
+| batchSize | batch size of insert operation | No       | 1        |
 
 
-#### 3.1.3 类型转换
+#### 3.1.3 Type Convert
 
-目前，由于OpenTSDBReader将opentsdb的数据统一读取为json字符串，TDengineWriter 在做Opentsdb到TDengine的迁移时，按照以下类型进行处理：
+| OpenTSDB Type    | DataX Type | TDengine Type |
+| ---------------- | ---------- | ------------- |
+| timestamp        | Date       | timestamp     |
+| Integer（value） | Double     | double        |
+| Float（value）   | Double     | double        |
+| String（value）  | String     | binary        |
+| Integer（tag）   | String     | binary        |
+| Float（tag）     | String     | binary        |
+| String（tag）    | String     | binary        |
 
-| OpenTSDB数据类型 | DataX 内部类型 | TDengine 数据类型 |
-| ---------------- | -------------- | ----------------- |
-| timestamp        | Date           | timestamp         |
-| Integer（value） | Double         | double            |
-| Float（value）   | Double         | double            |
-| String（value）  | String         | binary            |
-| Integer（tag）   | String         | binary            |
-| Float（tag）     | String         | binary            |
-| String（tag）    | String         | binary            |
+### 3.2 From MongoDB to TDengine
 
-### 3.2 从MongoDB到TDengine
-
-#### 3.2.1 配置样例
+#### 3.2.1 Sample Setting
 ```json
 {
     "job": {
@@ -166,28 +161,29 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 }
 ```
 
-**注：本配置的writer部分同样适用于关系型数据库**
+**Note：the writer part of this setting can also apply to other data source except for OpenTSDB **
 
 
-#### 3.2.2 参数说明
-| 参数            | 描述                 | 是否必选         | 默认值   | 备注               |
-| --------------- | -------------------- | ---------------- | -------- | ------------------ |
-| host            | TDengine实例的host   | 是               | 无       |
-| port            | TDengine实例的port   | 是               | 无       |
-| user            | TDengine实例的用户名 | 否               | root     |
-| password        | TDengine实例的密码   | 否               | taosdata |
-| dbname          | 目的数据库的名称     | 是               | 无       |
-| batchSize       | 每次批量插入多少记录 | 否               | 1000     |
-| stable          | 目标超级表的名称     | 是(OpenTSDB除外) | 无       |
-| tagColumn       | 标签列的列名和位置   | 否               | 无       | 位置索引均从0开始  |
-| fieldColumn     | 字段列的列名和位置   | 否               | 无       |                    |
-| timestampColumn | 时间戳列的列名和位置 | 否               | 无       | 时间戳列只能有一个 |
+#### 3.2.2 Configuration
 
-#### 3.2.3 自动建表规则
-##### 3.2.3.1 超级表创建规则
+| Parameter       | Description                                                     | Required                 | Default  | Remark              |
+| --------------- | --------------------------------------------------------------- | ------------------------ | -------- | ------------------- |
+| host            | host ofTDengine                                                 | Yes                      |          |
+| port            | port of TDengine                                                | Yes                      |          |
+| user            | user name of TDengine                                           | No                       | root     |
+| password        | password of TDengine                                            | No                       | taosdata |
+| dbname          | name of target database                                         | Yes                      |          |
+| batchSize       | batch size of insert operation                                  | No                       | 1000     |
+| stable          | name of target super table                                      | Yes(except for OpenTSDB) |          |
+| tagColumn       | name and position of tag columns in the record from reader      | No                       |          | index starts with 0 |
+| fieldColumn     | name and position of data columns in the record from reader     | No                       |          |                     |
+| timestampColumn | name and position of timestamp column in the record from reader | No                       |          |                     |
 
-如果配置了tagColumn、 fieldColumn和timestampColumn将会在插入第一条数据前，自动创建超级表。<br>
-数据列的类型从第1条记录自动推断, 标签列默认类型为`NCHAR(64)`, 比如示例配置，可能生成以下建表语句：
+#### 3.2.3 Auto table creating
+##### 3.2.3.1 Rules
+
+If all of `tagColumn`, `fieldColumn` and `timestampColumn` are offered in writer configuration, then target super table will be created automatically.
+The type of tag columns will always be `NCHAR(64)`. The sample setting above will produce following sql:
 
 ```sql
 CREATE STABLE IF NOT EXISTS market_snapshot (
@@ -203,17 +199,17 @@ TAGS(
 );
 ```
 
-##### 3.2.3.2 子表创建规则
+##### 3.2.3.2 Sub-table Creating Rules
 
-子表结构与超级表相同，子表表名生成规则：
-1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
-2. 计算该字符串的 MD5 散列值 "md5_val"。
-3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
+The structure of sub-tables are the same with structure of super table. The names of sub-tables are generated by rules below:
+1. combine value of tags like this:`tag_value1!tag_value2!tag_value3`.
+2. compute md5 hash hex of  above string, named `md5val`
+3. use "t_md5val" as sub-table name, in which "t" is fixed prefix.
 
-#### 3.2.4 用户提前建表
+#### 3.2.4 Use Pre-created Table
 
-如果你已经创建好目标超级表，那么tagColumn、 fieldColumn和timestampColumn三个字段均可省略, 插件将通过执行通过`describe stableName`获取表结构的信息。
-此时要求接收到的Record中Column的顺序和执行`describe stableName`返回的列顺序相同， 比如通过`describe stableName`返回以下内容：
+If you have created super table firstly, then all of tagColumn, fieldColumn and timestampColumn can be omitted. The writer plugin will get table schema by executing `describe stableName`.
+The order of columns of records received by this plugin must be the same as the order of columns returned by `describe stableName`. For example, if you have super table as below:
 ```
              Field              |         Type         |   Length    |   Note   |
 =================================================================================
@@ -221,16 +217,16 @@ TAGS(
  current                        | DOUBLE               |           8 |          |
  location                      | BINARY                |           10 | TAG      |
 ```
-那么插件收到的数据第1列必须代表时间戳，第2列必须代表电流，第3列必须代表位置。
+Then the first columns received by this writer plugin must represent timestamp, the second column must represent current with type double, the third column must represent location with internal type string.
 
-#### 3.2.5 注意事项
+#### 3.2.5 Remarks
 
-1. tagColumn、 fieldColumn和timestampColumn三个字段用于描述目标表的结构信息，这三个配置字段必须同时存在或同时省略。
-2. 如果存在以上三个配置，且目标表也已经存在，则两者必须一致。**一致性**由用户自己保证，插件不做检查。不一致可能会导致插入失败或插入数据错乱。
+1. Config keys --tagColumn, fieldColumn and timestampColumn, must be presented or omitted at the same time.  
+2. If above three config keys exist and the target table also exists, then the order of columns defined by the config file and the existed table must be the same.
 
-#### 3.2.6 类型转换
+#### 3.2.6 Type Convert
 
-| MongoDB 数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| MongoDB Type | DataX Type | TDengine Type |
 | ---------------- | -------------- | ----------------- |
 | int, Long        | Long           | BIGINT            |
 | double           | Double         | DOUBLE            |
@@ -239,10 +235,11 @@ TAGS(
 | boolean          | Boolean        | BOOL              |
 | bytes            | Bytes          | BINARY            |
 
-### 3.3 从关系型数据库到TDengine
-writer部分的配置规则和上述MongoDB的示例是一样的，这里给出一个MySQL的示例。
+### 3.3 From Relational Database to TDengine
 
-#### 3.3.1 MySQL中表结构
+Take MySQl as example.
+
+#### 3.3.1 Table Structure in MySQL
 ```sql
 CREATE TABLE IF NOT EXISTS weather(
     station varchar(100),
@@ -254,7 +251,7 @@ CREATE TABLE IF NOT EXISTS weather(
 )
 ```
 
-#### 3.3.2 配置文件示例
+#### 3.3.2 Sample Setting
 
 ```json 
 {
@@ -318,82 +315,35 @@ CREATE TABLE IF NOT EXISTS weather(
 ```
 
 
-## 4 性能报告
+## 4 Performance Test
 
-### 4.1 环境准备
+## 5 Restriction
 
-#### 4.1.1 数据特征
-
-建表语句：
-
-单行记录类似于：
-
-#### 4.1.2 机器参数
-
-* 执行DataX的机器参数为:
-    1. cpu:
-    2. mem:
-    3. net: 千兆双网卡
-    4. disc: DataX 数据不落磁盘，不统计此项
-
-* TDengine数据库机器参数为:
-    1. cpu:
-    2. mem:
-    3. net: 千兆双网卡
-    4. disc:
-
-#### 4.1.3 DataX jvm 参数
-
-	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
-
-### 4.2 测试报告
-
-#### 4.2.1 单表测试报告
-
-| 通道数 | DataX速度(Rec/s) | DataX流量(MB/s) | DataX机器网卡流出流量(MB/s) | DataX机器运行负载 | DB网卡进入流量(MB/s) | DB运行负载 | DB TPS |
-| ------ | ---------------- | --------------- | --------------------------- | ----------------- | -------------------- | ---------- | ------ |
-| 1      |                  |                 |                             |                   |                      |            |        |
-| 4      |                  |                 |                             |                   |                      |            |        |
-| 8      |                  |                 |                             |                   |                      |            |        |
-| 16     |                  |                 |                             |                   |                      |            |        |
-| 32     |                  |                 |                             |                   |                      |            |        |
-
-说明：
-
-1. 这里的单表，主键类型为 bigint(20),自增。
-2. batchSize 和 通道个数，对性能影响较大。
-3. 16通道，4096批量提交时，出现 full gc 2次。
-
-#### 4.2.4 性能测试小结
-
-
-## 5 约束限制
-
-1. 本插件自动创建超级表时NCHAR类型的长度固定为64，对于包含长度大于64的字符串的数据源，将不支持。
-2. 标签列不能包含null值，如果包含会被过滤掉。
+1. NCHAR type has fixed length 64 when auto creating stable.
+2. Rows have null tag values will be dropped.
 
 ## FAQ
 
-### 如何选取要同步的数据的范围？
+### How to filter on source table？
 
-数据范围的选取在Reader插件端配置，对于不同的Reader插件配置方法往往不同。比如对于mysqlreader， 可以用sql语句指定数据范围。对于opentsdbreader, 用beginDateTime和endDateTime两个配置项指定数据范围。
+It depends on reader plugin. For different reader plugins, the way may be different.
 
-### 如何一次导入多张源表？
+### How to import multiple source tables at once？
 
-如果Reader插件支持一次读多张表，Writer插件就能一次导入多张表。如果Reader不支持多多张表，可以建多个job，分别导入。Writer插件只负责写数据。
+It depends on reader plugin. If the reader plugin supports reading multiple tables at once, then there is no problem. 
 
-### 一张源表导入之后对应TDengine中多少张表？
+### How many sub-tables will be produced?
 
-这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超级表就有多少子表。
+The number of sub-tables is determined by tagColumns, equals to the number of different combinations of tag values. 
 
-### 源表和目标表的字段顺序一致吗？
+### Do columns in source table and columns in target table must be in the same order?
 
-TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表时会自动调整。
+No. TDengine require the first column has timestamp type，which is followed by data columns, followed by tag columns. The writer plugin will create super table in this column order, regardless of origin column orders.
 
-### 插件如何确定各列的数据类型？
+### How dose the plugin infer the data type of incoming data?
 
-根据收到的第一批数据自动推断各列的类型。
+By the first batch of records it received.
 
-### 为什么插入10年前的数据会抛异常`TDengine ERROR (2350): failed to execute batch bind` ?
+###  Why can't I insert data of 10 years ago? Do this will get error: `TDengine ERROR (2350): failed to execute batch bind`.
 
-因为创建数据库的时候，默认保留10年的数据。可以手动指定要保留多长时间的数据，比如:`CREATE DATABASE power KEEP 36500;`。
\ No newline at end of file
+Because the database you created only keep 10 years data by default, you can create table like this: `CREATE DATABASE power KEEP 36500;`, in order to enlarge the time period to 100 years.
\ No newline at end of file

From beb0d76136246c1d462cdba3214b309c7fb31282 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 2 Dec 2021 15:08:52 +0800
Subject: [PATCH 103/251] rename dbname to dbName. use english doc as default.

---
 tdenginewriter/doc/tdenginewriter-CN.md       | 399 ++++++++++++++++++
 tdenginewriter/doc/tdenginewriter.md          | 244 ++++-------
 .../plugin/writer/tdenginewriter/Key.java     |   2 +-
 3 files changed, 489 insertions(+), 156 deletions(-)
 create mode 100644 tdenginewriter/doc/tdenginewriter-CN.md

diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
new file mode 100644
index 00000000..ffd3efc9
--- /dev/null
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -0,0 +1,399 @@
+# DataX TDengineWriter
+
+简体中文| [English](./tdenginewriter.md)
+
+## 1 快速介绍
+
+TDengineWriter插件实现了写入数据到TDengine数据库功能。可用于离线同步其它数据库的数据到TDengine。
+
+## 2 实现原理
+
+TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据reader的类型解析数据。目前有两种写入方式：
+
+1. 对于OpenTSDBReader, TDengineWriter通过JNI方式调用TDengine客户端库文件（taos.lib或taos.dll）中的方法，使用[schemaless的方式](https://www.taosdata.com/cn/documentation/insert#schemaless)写入。
+
+2. 对于其它数据源,会根据配置生成SQL语句, 通过[taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java)批量写入。
+
+这样区分的原因是OpenTSDBReader将opentsdb的数据统一读取为json字符串，Writer端接收到的数据只有1列。而其它Reader插件一般会把数据放在不同列。
+
+## 3 功能说明
+### 3.1 从OpenTSDB到TDengine
+#### 3.1.1 配置样例
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "opentsdbreader",
+          "parameter": {
+            "endpoint": "http://192.168.1.180:4242",
+            "column": [
+              "weather_temperature"
+            ],
+            "beginDateTime": "2021-01-01 00:00:00",
+            "endDateTime": "2021-01-01 01:00:00"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.1.180",
+            "port": 6030,
+            "dbName": "test",
+            "user": "root",
+            "password": "taosdata"
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+#### 3.1.2 参数说明
+
+| 参数      | 描述                 | 是否必选 | 默认值   |
+| --------- | -------------------- | -------- | -------- |
+| host      | TDengine实例的host   | 是       | 无       |
+| port      | TDengine实例的port   | 是       | 无       |
+| user      | TDengine实例的用户名 | 否       | root     |
+| password  | TDengine实例的密码   | 否       | taosdata |
+| dbName    | 目的数据库的名称     | 是       | 无       |
+| batchSize | 每次批量插入多少记录 | 否       | 1        |
+
+
+#### 3.1.3 类型转换
+
+目前，由于OpenTSDBReader将opentsdb的数据统一读取为json字符串，TDengineWriter 在做Opentsdb到TDengine的迁移时，按照以下类型进行处理：
+
+| OpenTSDB数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| ---------------- | -------------- | ----------------- |
+| timestamp        | Date           | timestamp         |
+| Integer（value） | Double         | double            |
+| Float（value）   | Double         | double            |
+| String（value）  | String         | binary            |
+| Integer（tag）   | String         | binary            |
+| Float（tag）     | String         | binary            |
+| String（tag）    | String         | binary            |
+
+### 3.2 从MongoDB到TDengine
+
+#### 3.2.1 配置样例
+```json
+{
+    "job": {
+        "setting": {
+            "speed": {
+                "channel": 2
+            }
+        },
+        "content": [
+            {
+                "reader": {
+                    "name": "mongodbreader",
+                    "parameter": {
+                        "address": [
+                            "127.0.0.1:27017"
+                        ],
+                        "userName": "user",
+                        "mechanism": "SCRAM-SHA-1",
+                        "userPassword": "password",
+                        "authDb": "admin",
+                        "dbName": "test",
+                        "collectionName": "stock",
+                        "column": [
+                            {
+                              "name": "stockID",
+                              "type": "string"  
+                            },
+                            {
+                                "name": "tradeTime",
+                                "type": "date"
+                            },
+                            {
+                                "name": "lastPrice",
+                                "type": "double"
+                            },
+                            {
+                              "name": "askPrice1",
+                              "type": "double"
+                            },
+                            {
+                              "name": "bidPrice1",
+                              "type": "double"
+                            },
+                            {
+                                "name": "volume",
+                                "type": "int"
+                            }
+                        ]
+                    }
+                },
+                "writer": {
+                    "name": "tdenginewriter",
+                    "parameter": {
+                        "host": "localhost",
+                        "port": 6030,
+                        "dbName": "test",
+                        "user": "root",
+                        "password": "taosdata",
+                        "stable": "stock",
+                        "tagColumn": {
+                          "industry": "energy",
+                          "stockID": 0
+                        },
+                        "fieldColumn": {
+                          "lastPrice": 2,
+                          "askPrice1": 3,
+                          "bidPrice1": 4,
+                          "volume": 5
+                        },
+                        "timestampColumn": {
+                          "tradeTime": 1
+                        }
+                    }
+                }
+            }
+        ]
+    }
+}
+```
+
+**注：本配置的writer部分同样适用于关系型数据库**
+
+
+#### 3.2.2 参数说明
+| 参数            | 描述                 | 是否必选         | 默认值   | 备注               |
+| --------------- | -------------------- | ---------------- | -------- | ------------------ |
+| host            | TDengine实例的host   | 是               | 无       |
+| port            | TDengine实例的port   | 是               | 无       |
+| user            | TDengine实例的用户名 | 否               | root     |
+| password        | TDengine实例的密码   | 否               | taosdata |
+| dbName          | 目的数据库的名称     | 是               | 无       |
+| batchSize       | 每次批量插入多少记录 | 否               | 1000     |
+| stable          | 目标超级表的名称     | 是(OpenTSDB除外) | 无       |
+| tagColumn       | 标签列的列名和位置   | 否               | 无       | 位置索引均从0开始  |
+| fieldColumn     | 字段列的列名和位置   | 否               | 无       |                    |
+| timestampColumn | 时间戳列的列名和位置 | 否               | 无       | 时间戳列只能有一个 |
+
+#### 3.2.3 自动建表规则
+##### 3.2.3.1 超级表创建规则
+
+如果配置了tagColumn、 fieldColumn和timestampColumn将会在插入第一条数据前，自动创建超级表。<br>
+数据列的类型从第1条记录自动推断, 标签列默认类型为`NCHAR(64)`, 比如示例配置，可能生成以下建表语句：
+
+```sql
+CREATE STABLE IF NOT EXISTS market_snapshot (
+  tadetime TIMESTAMP,
+  lastprice DOUBLE,
+  askprice1 DOUBLE,
+  bidprice1 DOUBLE,
+  volume INT
+)
+TAGS(
+  industry NCHAR(64),
+  stockID NCHAR(64)
+);
+```
+
+##### 3.2.3.2 子表创建规则
+
+子表结构与超级表相同，子表表名生成规则：
+1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
+2. 计算该字符串的 MD5 散列值 "md5_val"。
+3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
+
+#### 3.2.4 用户提前建表
+
+如果你已经创建好目标超级表，那么tagColumn、 fieldColumn和timestampColumn三个字段均可省略, 插件将通过执行通过`describe stableName`获取表结构的信息。
+此时要求接收到的Record中Column的顺序和执行`describe stableName`返回的列顺序相同， 比如通过`describe stableName`返回以下内容：
+```
+             Field              |         Type         |   Length    |   Note   |
+=================================================================================
+ ts                             | TIMESTAMP            |           8 |          |
+ current                        | DOUBLE               |           8 |          |
+ location                      | BINARY                |           10 | TAG      |
+```
+那么插件收到的数据第1列必须代表时间戳，第2列必须代表电流，第3列必须代表位置。
+
+#### 3.2.5 注意事项
+
+1. tagColumn、 fieldColumn和timestampColumn三个字段用于描述目标表的结构信息，这三个配置字段必须同时存在或同时省略。
+2. 如果存在以上三个配置，且目标表也已经存在，则两者必须一致。**一致性**由用户自己保证，插件不做检查。不一致可能会导致插入失败或插入数据错乱。
+
+#### 3.2.6 类型转换
+
+| MongoDB 数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| ---------------- | -------------- | ----------------- |
+| int, Long        | Long           | BIGINT            |
+| double           | Double         | DOUBLE            |
+| string, array    | String         | NCHAR(64)         |
+| date             | Date           | TIMESTAMP         |
+| boolean          | Boolean        | BOOL              |
+| bytes            | Bytes          | BINARY(64)          |
+
+### 3.3 从关系型数据库到TDengine
+writer部分的配置规则和上述MongoDB的示例是一样的，这里给出一个MySQL的示例。
+
+#### 3.3.1 MySQL中表结构
+```sql
+CREATE TABLE IF NOT EXISTS weather(
+    station varchar(100),
+    latitude DOUBLE,
+    longtitude DOUBLE,
+    `date` DATE,
+    TMAX int,
+    TMIN int
+)
+```
+
+#### 3.3.2 配置文件示例
+
+```json 
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "mysqlreader",
+          "parameter": {
+            "username": "root",
+            "password": "passw0rd",
+            "column": [
+              "*"
+            ],
+            "splitPk": "station",
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": [
+                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "127.0.0.1",
+            "port": 6030,
+            "dbName": "test",
+            "user": "root",
+            "password": "taosdata",
+            "batchSize": 1000,
+            "stable": "weather",
+            "tagColumn": {
+              "station": 0
+            },
+            "fieldColumn": {
+              "latitude": 1,
+              "longtitude": 2,
+              "tmax": 4,
+              "tmin": 5
+            },
+            "timestampColumn":{
+              "date": 3
+            }
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+
+建表语句：
+
+单行记录类似于：
+
+#### 4.1.2 机器参数
+
+* 执行DataX的机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc: DataX 数据不落磁盘，不统计此项
+
+* TDengine数据库机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc:
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+#### 4.2.1 单表测试报告
+
+| 通道数 | DataX速度(Rec/s) | DataX流量(MB/s) | DataX机器网卡流出流量(MB/s) | DataX机器运行负载 | DB网卡进入流量(MB/s) | DB运行负载 | DB TPS |
+| ------ | ---------------- | --------------- | --------------------------- | ----------------- | -------------------- | ---------- | ------ |
+| 1      |                  |                 |                             |                   |                      |            |        |
+| 4      |                  |                 |                             |                   |                      |            |        |
+| 8      |                  |                 |                             |                   |                      |            |        |
+| 16     |                  |                 |                             |                   |                      |            |        |
+| 32     |                  |                 |                             |                   |                      |            |        |
+
+说明：
+
+1. 这里的单表，主键类型为 bigint(20),自增。
+2. batchSize 和 通道个数，对性能影响较大。
+3. 16通道，4096批量提交时，出现 full gc 2次。
+
+#### 4.2.4 性能测试小结
+
+
+## 5 约束限制
+
+1. 本插件自动创建超级表时NCHAR类型的长度固定为64，对于包含长度大于64的字符串的数据源，将不支持。
+2. 标签列不能包含null值，如果包含会被过滤掉。
+
+## FAQ
+
+### 如何选取要同步的数据的范围？
+
+数据范围的选取在Reader插件端配置，对于不同的Reader插件配置方法往往不同。比如对于mysqlreader， 可以用sql语句指定数据范围。对于opentsdbreader, 用beginDateTime和endDateTime两个配置项指定数据范围。
+
+### 如何一次导入多张源表？
+
+如果Reader插件支持一次读多张表，Writer插件就能一次导入多张表。如果Reader不支持多多张表，可以建多个job，分别导入。Writer插件只负责写数据。
+
+### 一张源表导入之后对应TDengine中多少张表？
+
+这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超级表就有多少子表。
+
+### 源表和目标表的字段顺序一致吗？
+
+TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表时会自动调整。
+
+### 插件如何确定各列的数据类型？
+
+根据收到的第一批数据自动推断各列的类型。
+
+### 为什么插入10年前的数据会抛异常`TDengine ERROR (2350): failed to execute batch bind` ?
+
+因为创建数据库的时候，默认保留10年的数据。可以手动指定要保留多长时间的数据，比如:`CREATE DATABASE power KEEP 36500;`。
\ No newline at end of file
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 3e8a5f79..022bd212 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -1,24 +1,21 @@
 # DataX TDengineWriter
 
-简体中文| [English](./tdenginewriter-EN.md)
+[简体中文](./tdenginewriter-CN.md) | English
 
-## 1 快速介绍
+## 1 Quick Introduction
 
-TDengineWriter插件实现了写入数据到TDengine数据库功能。可用于离线同步其它数据库的数据到TDengine。
+TDengineWriter Plugin writes data to [TDengine](https://www.taosdata.com/en/). It can be used to offline synchronize data from other databases to TDengine.
 
-## 2 实现原理
+## 2 Implementation
 
-TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据reader的类型解析数据。目前有两种写入方式：
+TDengineWriter get records from DataX Framework that are generated from reader side. It has two whiting strategies:
 
-1. 对于OpenTSDBReader, TDengineWriter通过JNI方式调用TDengine客户端库文件（taos.lib或taos.dll）中的方法，使用[schemaless的方式](https://www.taosdata.com/cn/documentation/insert#schemaless)写入。
+1. For data from OpenTSDBReader which is in json format, to leverage the new feature of TDengine Server that support writing json data directly called [schemaless writing](https://www.taosdata.com/cn/documentation/insert#schemaless), we use JNI to call functions in `taos.lib` or `taos.dll`.(Since the feature was not included in taos-jdbcdrive until version 2.0.36).
+2. For other data sources, we use [taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java) to write data. If the target table is not exists beforehand, then it will be created automatically according to your configuration.
 
-2. 对于其它数据源,会根据配置生成SQL语句, 通过[taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java)批量写入。
-
-这样区分的原因是OpenTSDBReader将opentsdb的数据统一读取为json字符串，Writer端接收到的数据只有1列。而其它Reader插件一般会把数据放在不同列。
-
-## 3 功能说明
-### 3.1 从OpenTSDB到TDengine
-#### 3.1.1 配置样例
+## 3 Features Introduction
+### 3.1 From OpenTSDB to TDengine
+#### 3.1.1 Sample Setting
 
 ```json
 {
@@ -41,7 +38,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
           "parameter": {
             "host": "192.168.1.180",
             "port": 6030,
-            "dbname": "test",
+            "dbName": "test",
             "user": "root",
             "password": "taosdata"
           }
@@ -57,35 +54,33 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 }
 ```
 
-#### 3.1.2 参数说明
+#### 3.1.2 Configuration
 
-| 参数      | 描述                 | 是否必选 | 默认值   |
-| --------- | -------------------- | -------- | -------- |
-| host      | TDengine实例的host   | 是       | 无       |
-| port      | TDengine实例的port   | 是       | 无       |
-| user      | TDengine实例的用户名 | 否       | root     |
-| password  | TDengine实例的密码   | 否       | taosdata |
-| dbname    | 目的数据库的名称     | 是       | 无       |
-| batchSize | 每次批量插入多少记录 | 否       | 1        |
+| Parameter | Description                    | Required | Default  |
+| --------- | ------------------------------ | -------- | -------- |
+| host      | host of TDengine               | Yes      |          |
+| port      | port of TDengine               | Yes      |          |
+| user      | use name of TDengine           | No       | root     |
+| password  | password of TDengine           | No       | taosdata |
+| dbName    | name of target database        | No       |          |
+| batchSize | batch size of insert operation | No       | 1        |
 
 
-#### 3.1.3 类型转换
+#### 3.1.3 Type Convert
 
-目前，由于OpenTSDBReader将opentsdb的数据统一读取为json字符串，TDengineWriter 在做Opentsdb到TDengine的迁移时，按照以下类型进行处理：
+| OpenTSDB Type    | DataX Type | TDengine Type |
+| ---------------- | ---------- | ------------- |
+| timestamp        | Date       | timestamp     |
+| Integer（value） | Double     | double        |
+| Float（value）   | Double     | double        |
+| String（value）  | String     | binary        |
+| Integer（tag）   | String     | binary        |
+| Float（tag）     | String     | binary        |
+| String（tag）    | String     | binary        |
 
-| OpenTSDB数据类型 | DataX 内部类型 | TDengine 数据类型 |
-| ---------------- | -------------- | ----------------- |
-| timestamp        | Date           | timestamp         |
-| Integer（value） | Double         | double            |
-| Float（value）   | Double         | double            |
-| String（value）  | String         | binary            |
-| Integer（tag）   | String         | binary            |
-| Float（tag）     | String         | binary            |
-| String（tag）    | String         | binary            |
+### 3.2 From MongoDB to TDengine
 
-### 3.2 从MongoDB到TDengine
-
-#### 3.2.1 配置样例
+#### 3.2.1 Sample Setting
 ```json
 {
     "job": {
@@ -141,7 +136,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
                     "parameter": {
                         "host": "localhost",
                         "port": 6030,
-                        "dbname": "test",
+                        "dbName": "test",
                         "user": "root",
                         "password": "taosdata",
                         "stable": "stock",
@@ -166,28 +161,29 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 }
 ```
 
-**注：本配置的writer部分同样适用于关系型数据库**
+**Note：the writer part of this setting can also apply to other data source except for OpenTSDB **
 
 
-#### 3.2.2 参数说明
-| 参数            | 描述                 | 是否必选         | 默认值   | 备注               |
-| --------------- | -------------------- | ---------------- | -------- | ------------------ |
-| host            | TDengine实例的host   | 是               | 无       |
-| port            | TDengine实例的port   | 是               | 无       |
-| user            | TDengine实例的用户名 | 否               | root     |
-| password        | TDengine实例的密码   | 否               | taosdata |
-| dbname          | 目的数据库的名称     | 是               | 无       |
-| batchSize       | 每次批量插入多少记录 | 否               | 1000     |
-| stable          | 目标超级表的名称     | 是(OpenTSDB除外) | 无       |
-| tagColumn       | 标签列的列名和位置   | 否               | 无       | 位置索引均从0开始  |
-| fieldColumn     | 字段列的列名和位置   | 否               | 无       |                    |
-| timestampColumn | 时间戳列的列名和位置 | 否               | 无       | 时间戳列只能有一个 |
+#### 3.2.2 Configuration
 
-#### 3.2.3 自动建表规则
-##### 3.2.3.1 超级表创建规则
+| Parameter       | Description                                                     | Required                 | Default  | Remark              |
+| --------------- | --------------------------------------------------------------- | ------------------------ | -------- | ------------------- |
+| host            | host ofTDengine                                                 | Yes                      |          |
+| port            | port of TDengine                                                | Yes                      |          |
+| user            | user name of TDengine                                           | No                       | root     |
+| password        | password of TDengine                                            | No                       | taosdata |
+| dbName          | name of target database                                         | Yes                      |          |
+| batchSize       | batch size of insert operation                                  | No                       | 1000     |
+| stable          | name of target super table                                      | Yes(except for OpenTSDB) |          |
+| tagColumn       | name and position of tag columns in the record from reader      | No                       |          | index starts with 0 |
+| fieldColumn     | name and position of data columns in the record from reader     | No                       |          |                     |
+| timestampColumn | name and position of timestamp column in the record from reader | No                       |          |                     |
 
-如果配置了tagColumn、 fieldColumn和timestampColumn将会在插入第一条数据前，自动创建超级表。<br>
-数据列的类型从第1条记录自动推断, 标签列默认类型为`NCHAR(64)`, 比如示例配置，可能生成以下建表语句：
+#### 3.2.3 Auto table creating
+##### 3.2.3.1 Rules
+
+If all of `tagColumn`, `fieldColumn` and `timestampColumn` are offered in writer configuration, then target super table will be created automatically.
+The type of tag columns will always be `NCHAR(64)`. The sample setting above will produce following sql:
 
 ```sql
 CREATE STABLE IF NOT EXISTS market_snapshot (
@@ -203,21 +199,17 @@ TAGS(
 );
 ```
 
-##### 3.2.3.2 子表创建规则
+##### 3.2.3.2 Sub-table Creating Rules
 
-<<<<<<< HEAD
-子表结果与超表相同，子表表名生成规则：
-=======
-子表结构与超级表相同，子表表名生成规则：
->>>>>>> TD-11503/english-doc-for-writer
-1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
-2. 计算该字符串的 MD5 散列值 "md5_val"。
-3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
+The structure of sub-tables are the same with structure of super table. The names of sub-tables are generated by rules below:
+1. combine value of tags like this:`tag_value1!tag_value2!tag_value3`.
+2. compute md5 hash hex of  above string, named `md5val`
+3. use "t_md5val" as sub-table name, in which "t" is fixed prefix.
 
-#### 3.2.4 用户提前建表
+#### 3.2.4 Use Pre-created Table
 
-如果你已经创建好目标超级表，那么tagColumn、 fieldColumn和timestampColumn三个字段均可省略, 插件将通过执行通过`describe stableName`获取表结构的信息。
-此时要求接收到的Record中Column的顺序和执行`describe stableName`返回的列顺序相同， 比如通过`describe stableName`返回以下内容：
+If you have created super table firstly, then all of tagColumn, fieldColumn and timestampColumn can be omitted. The writer plugin will get table schema by executing `describe stableName`.
+The order of columns of records received by this plugin must be the same as the order of columns returned by `describe stableName`. For example, if you have super table as below:
 ```
              Field              |         Type         |   Length    |   Note   |
 =================================================================================
@@ -225,32 +217,29 @@ TAGS(
  current                        | DOUBLE               |           8 |          |
  location                      | BINARY                |           10 | TAG      |
 ```
-那么插件收到的数据第1列必须代表时间戳，第2列必须代表电流，第3列必须代表位置。
+Then the first columns received by this writer plugin must represent timestamp, the second column must represent current with type double, the third column must represent location with internal type string.
 
-#### 3.2.5 注意事项
+#### 3.2.5 Remarks
 
-1. tagColumn、 fieldColumn和timestampColumn三个字段用于描述目标表的结构信息，这三个配置字段必须同时存在或同时省略。
-2. 如果存在以上三个配置，且目标表也已经存在，则两者必须一致。**一致性**由用户自己保证，插件不做检查。不一致可能会导致插入失败或插入数据错乱。
-<<<<<<< HEAD
-3. 插件优先使用配置文件中指定的表结构。
-=======
->>>>>>> TD-11503/english-doc-for-writer
+1. Config keys --tagColumn, fieldColumn and timestampColumn, must be presented or omitted at the same time.  
+2. If above three config keys exist and the target table also exists, then the order of columns defined by the config file and the existed table must be the same.
 
-#### 3.2.6 类型转换
+#### 3.2.6 Type Convert
 
-| MongoDB 数据类型 | DataX 内部类型 | TDengine 数据类型 |
+| MongoDB Type | DataX Type | TDengine Type |
 | ---------------- | -------------- | ----------------- |
 | int, Long        | Long           | BIGINT            |
 | double           | Double         | DOUBLE            |
 | string, array    | String         | NCHAR(64)         |
 | date             | Date           | TIMESTAMP         |
 | boolean          | Boolean        | BOOL              |
-| bytes            | Bytes          | BINARY            |
+| bytes            | Bytes          | BINARY(64)           |
 
-### 3.3 从关系型数据库到TDengine
-writer部分的配置规则和上述MongoDB的示例是一样的，这里给出一个MySQL的示例。
+### 3.3 From Relational Database to TDengine
 
-#### 3.3.1 MySQL中表结构
+Take MySQl as example.
+
+#### 3.3.1 Table Structure in MySQL
 ```sql
 CREATE TABLE IF NOT EXISTS weather(
     station varchar(100),
@@ -262,7 +251,7 @@ CREATE TABLE IF NOT EXISTS weather(
 )
 ```
 
-#### 3.3.2 配置文件示例
+#### 3.3.2 Sample Setting
 
 ```json 
 {
@@ -295,7 +284,7 @@ CREATE TABLE IF NOT EXISTS weather(
           "parameter": {
             "host": "127.0.0.1",
             "port": 6030,
-            "dbname": "test",
+            "dbName": "test",
             "user": "root",
             "password": "taosdata",
             "batchSize": 1000,
@@ -326,90 +315,35 @@ CREATE TABLE IF NOT EXISTS weather(
 ```
 
 
-## 4 性能报告
+## 4 Performance Test
 
-### 4.1 环境准备
+## 5 Restriction
 
-#### 4.1.1 数据特征
-
-建表语句：
-
-单行记录类似于：
-
-#### 4.1.2 机器参数
-
-* 执行DataX的机器参数为:
-    1. cpu:
-    2. mem:
-    3. net: 千兆双网卡
-    4. disc: DataX 数据不落磁盘，不统计此项
-
-* TDengine数据库机器参数为:
-    1. cpu:
-    2. mem:
-    3. net: 千兆双网卡
-    4. disc:
-
-#### 4.1.3 DataX jvm 参数
-
-	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
-
-### 4.2 测试报告
-
-#### 4.2.1 单表测试报告
-
-| 通道数 | DataX速度(Rec/s) | DataX流量(MB/s) | DataX机器网卡流出流量(MB/s) | DataX机器运行负载 | DB网卡进入流量(MB/s) | DB运行负载 | DB TPS |
-| ------ | ---------------- | --------------- | --------------------------- | ----------------- | -------------------- | ---------- | ------ |
-| 1      |                  |                 |                             |                   |                      |            |        |
-| 4      |                  |                 |                             |                   |                      |            |        |
-| 8      |                  |                 |                             |                   |                      |            |        |
-| 16     |                  |                 |                             |                   |                      |            |        |
-| 32     |                  |                 |                             |                   |                      |            |        |
-
-说明：
-
-1. 这里的单表，主键类型为 bigint(20),自增。
-2. batchSize 和 通道个数，对性能影响较大。
-3. 16通道，4096批量提交时，出现 full gc 2次。
-
-#### 4.2.4 性能测试小结
-
-
-## 5 约束限制
-
-1. 本插件自动创建超级表时NCHAR类型的长度固定为64，对于包含长度大于64的字符串的数据源，将不支持。
-2. 标签列不能包含null值，如果包含会被过滤掉。
+1. NCHAR type has fixed length 64 when auto creating stable.
+2. Rows have null tag values will be dropped.
 
 ## FAQ
 
-### 如何选取要同步的数据的范围？
+### How to filter on source table？
 
-数据范围的选取在Reader插件端配置，对于不同的Reader插件配置方法往往不同。比如对于mysqlreader， 可以用sql语句指定数据范围。对于opentsdbreader, 用beginDateTime和endDateTime两个配置项指定数据范围。
+It depends on reader plugin. For different reader plugins, the way may be different.
 
-### 如何一次导入多张源表？
+### How to import multiple source tables at once？
 
-如果Reader插件支持一次读多张表，Writer插件就能一次导入多张表。如果Reader不支持多多张表，可以建多个job，分别导入。Writer插件只负责写数据。
+It depends on reader plugin. If the reader plugin supports reading multiple tables at once, then there is no problem. 
 
-### 一张源表导入之后对应TDengine中多少张表？
+### How many sub-tables will be produced?
 
-<<<<<<< HEAD
-这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超表就有多少子表。
+The number of sub-tables is determined by tagColumns, equals to the number of different combinations of tag values. 
 
-### 源表和目标表的字段顺序一致吗？
+### Do columns in source table and columns in target table must be in the same order?
 
-TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表是自动调整。
-=======
-这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超级表就有多少子表。
+No. TDengine require the first column has timestamp type，which is followed by data columns, followed by tag columns. The writer plugin will create super table in this column order, regardless of origin column orders.
 
-### 源表和目标表的字段顺序一致吗？
+### How dose the plugin infer the data type of incoming data?
 
-TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表时会自动调整。
->>>>>>> TD-11503/english-doc-for-writer
+By the first batch of records it received.
 
-### 插件如何确定各列的数据类型？
+###  Why can't I insert data of 10 years ago? Do this will get error: `TDengine ERROR (2350): failed to execute batch bind`.
 
-根据收到的第一批数据自动推断各列的类型。
-
-### 为什么插入10年前的数据会抛异常`TDengine ERROR (2350): failed to execute batch bind` ?
-
-因为创建数据库的时候，默认保留10年的数据。可以手动指定要保留多长时间的数据，比如:`CREATE DATABASE power KEEP 36500;`。
\ No newline at end of file
+Because the database you created only keep 10 years data by default, you can create table like this: `CREATE DATABASE power KEEP 36500;`, in order to enlarge the time period to 100 years.
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
index 090a7999..a061e97f 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
@@ -3,7 +3,7 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 public class Key {
     public static final String HOST = "host";
     public static final String PORT = "port";
-    public static final String DBNAME = "dbname";
+    public static final String DBNAME = "dbName";
     public static final String USER = "user";
     public static final String PASSWORD = "password";
     public static final String BATCH_SIZE = "batchSize";

From 5d58600e44160dedf68f550330147951f219a1a7 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Fri, 3 Dec 2021 16:04:51 +0800
Subject: [PATCH 104/251] add tdenginewriter to package.xml

---
 package.xml | 7 +++++++
 1 file changed, 7 insertions(+)

diff --git a/package.xml b/package.xml
index 882dd23b..d95feb40 100755
--- a/package.xml
+++ b/package.xml
@@ -189,6 +189,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>tdenginewriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>drdswriter/target/datax/</directory>
             <includes>

From 1372a653cf40f5ca6d04c7ff050878af04bd9815 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Fri, 3 Dec 2021 16:34:19 +0800
Subject: [PATCH 105/251] delete duplicate en doc

---
 tdenginewriter/doc/tdenginewriter-EN.md | 349 ------------------------
 1 file changed, 349 deletions(-)
 delete mode 100644 tdenginewriter/doc/tdenginewriter-EN.md

diff --git a/tdenginewriter/doc/tdenginewriter-EN.md b/tdenginewriter/doc/tdenginewriter-EN.md
deleted file mode 100644
index eda88a9f..00000000
--- a/tdenginewriter/doc/tdenginewriter-EN.md
+++ /dev/null
@@ -1,349 +0,0 @@
-# DataX TDengineWriter
-
-[简体中文](./tdenginewriter.md) | English
-
-## 1 Quick Introduction
-
-TDengineWriter Plugin writes data to [TDengine](https://www.taosdata.com/en/). It can be used to offline synchronize data from other databases to TDengine.
-
-## 2 Implementation
-
-TDengineWriter get records from DataX Framework that are generated from reader side. It has two whiting strategies:
-
-1. For data from OpenTSDBReader which is in json format, to leverage the new feature of TDengine Server that support writing json data directly called [schemaless writing](https://www.taosdata.com/cn/documentation/insert#schemaless), we use JNI to call functions in `taos.lib` or `taos.dll`.(Since the feature was not included in taos-jdbcdrive until version 2.0.36).
-2. For other data sources, we use [taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java) to write data. If the target table is not exists beforehand, then it will be created automatically according to your configuration.
-
-## 3 Features Introduction
-### 3.1 From OpenTSDB to TDengine
-#### 3.1.1 Sample Setting
-
-```json
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "opentsdbreader",
-          "parameter": {
-            "endpoint": "http://192.168.1.180:4242",
-            "column": [
-              "weather_temperature"
-            ],
-            "beginDateTime": "2021-01-01 00:00:00",
-            "endDateTime": "2021-01-01 01:00:00"
-          }
-        },
-        "writer": {
-          "name": "tdenginewriter",
-          "parameter": {
-            "host": "192.168.1.180",
-            "port": 6030,
-            "dbname": "test",
-            "user": "root",
-            "password": "taosdata"
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
-```
-
-#### 3.1.2 Configuration
-
-| Parameter | Description                    | Required | Default  |
-| --------- | ------------------------------ | -------- | -------- |
-| host      | host of TDengine               | Yes      |          |
-| port      | port of TDengine               | Yes      |          |
-| user      | use name of TDengine           | No       | root     |
-| password  | password of TDengine           | No       | taosdata |
-| dbname    | name of target database        | No       |          |
-| batchSize | batch size of insert operation | No       | 1        |
-
-
-#### 3.1.3 Type Convert
-
-| OpenTSDB Type    | DataX Type | TDengine Type |
-| ---------------- | ---------- | ------------- |
-| timestamp        | Date       | timestamp     |
-| Integer（value） | Double     | double        |
-| Float（value）   | Double     | double        |
-| String（value）  | String     | binary        |
-| Integer（tag）   | String     | binary        |
-| Float（tag）     | String     | binary        |
-| String（tag）    | String     | binary        |
-
-### 3.2 From MongoDB to TDengine
-
-#### 3.2.1 Sample Setting
-```json
-{
-    "job": {
-        "setting": {
-            "speed": {
-                "channel": 2
-            }
-        },
-        "content": [
-            {
-                "reader": {
-                    "name": "mongodbreader",
-                    "parameter": {
-                        "address": [
-                            "127.0.0.1:27017"
-                        ],
-                        "userName": "user",
-                        "mechanism": "SCRAM-SHA-1",
-                        "userPassword": "password",
-                        "authDb": "admin",
-                        "dbName": "test",
-                        "collectionName": "stock",
-                        "column": [
-                            {
-                              "name": "stockID",
-                              "type": "string"  
-                            },
-                            {
-                                "name": "tradeTime",
-                                "type": "date"
-                            },
-                            {
-                                "name": "lastPrice",
-                                "type": "double"
-                            },
-                            {
-                              "name": "askPrice1",
-                              "type": "double"
-                            },
-                            {
-                              "name": "bidPrice1",
-                              "type": "double"
-                            },
-                            {
-                                "name": "volume",
-                                "type": "int"
-                            }
-                        ]
-                    }
-                },
-                "writer": {
-                    "name": "tdenginewriter",
-                    "parameter": {
-                        "host": "localhost",
-                        "port": 6030,
-                        "dbname": "test",
-                        "user": "root",
-                        "password": "taosdata",
-                        "stable": "stock",
-                        "tagColumn": {
-                          "industry": "energy",
-                          "stockID": 0
-                        },
-                        "fieldColumn": {
-                          "lastPrice": 2,
-                          "askPrice1": 3,
-                          "bidPrice1": 4,
-                          "volume": 5
-                        },
-                        "timestampColumn": {
-                          "tradeTime": 1
-                        }
-                    }
-                }
-            }
-        ]
-    }
-}
-```
-
-**Note：the writer part of this setting can also apply to other data source except for OpenTSDB **
-
-
-#### 3.2.2 Configuration
-
-| Parameter       | Description                                                     | Required                 | Default  | Remark              |
-| --------------- | --------------------------------------------------------------- | ------------------------ | -------- | ------------------- |
-| host            | host ofTDengine                                                 | Yes                      |          |
-| port            | port of TDengine                                                | Yes                      |          |
-| user            | user name of TDengine                                           | No                       | root     |
-| password        | password of TDengine                                            | No                       | taosdata |
-| dbname          | name of target database                                         | Yes                      |          |
-| batchSize       | batch size of insert operation                                  | No                       | 1000     |
-| stable          | name of target super table                                      | Yes(except for OpenTSDB) |          |
-| tagColumn       | name and position of tag columns in the record from reader      | No                       |          | index starts with 0 |
-| fieldColumn     | name and position of data columns in the record from reader     | No                       |          |                     |
-| timestampColumn | name and position of timestamp column in the record from reader | No                       |          |                     |
-
-#### 3.2.3 Auto table creating
-##### 3.2.3.1 Rules
-
-If all of `tagColumn`, `fieldColumn` and `timestampColumn` are offered in writer configuration, then target super table will be created automatically.
-The type of tag columns will always be `NCHAR(64)`. The sample setting above will produce following sql:
-
-```sql
-CREATE STABLE IF NOT EXISTS market_snapshot (
-  tadetime TIMESTAMP,
-  lastprice DOUBLE,
-  askprice1 DOUBLE,
-  bidprice1 DOUBLE,
-  volume INT
-)
-TAGS(
-  industry NCHAR(64),
-  stockID NCHAR(64)
-);
-```
-
-##### 3.2.3.2 Sub-table Creating Rules
-
-The structure of sub-tables are the same with structure of super table. The names of sub-tables are generated by rules below:
-1. combine value of tags like this:`tag_value1!tag_value2!tag_value3`.
-2. compute md5 hash hex of  above string, named `md5val`
-3. use "t_md5val" as sub-table name, in which "t" is fixed prefix.
-
-#### 3.2.4 Use Pre-created Table
-
-If you have created super table firstly, then all of tagColumn, fieldColumn and timestampColumn can be omitted. The writer plugin will get table schema by executing `describe stableName`.
-The order of columns of records received by this plugin must be the same as the order of columns returned by `describe stableName`. For example, if you have super table as below:
-```
-             Field              |         Type         |   Length    |   Note   |
-=================================================================================
- ts                             | TIMESTAMP            |           8 |          |
- current                        | DOUBLE               |           8 |          |
- location                      | BINARY                |           10 | TAG      |
-```
-Then the first columns received by this writer plugin must represent timestamp, the second column must represent current with type double, the third column must represent location with internal type string.
-
-#### 3.2.5 Remarks
-
-1. Config keys --tagColumn, fieldColumn and timestampColumn, must be presented or omitted at the same time.  
-2. If above three config keys exist and the target table also exists, then the order of columns defined by the config file and the existed table must be the same.
-
-#### 3.2.6 Type Convert
-
-| MongoDB Type | DataX Type | TDengine Type |
-| ---------------- | -------------- | ----------------- |
-| int, Long        | Long           | BIGINT            |
-| double           | Double         | DOUBLE            |
-| string, array    | String         | NCHAR(64)         |
-| date             | Date           | TIMESTAMP         |
-| boolean          | Boolean        | BOOL              |
-| bytes            | Bytes          | BINARY            |
-
-### 3.3 From Relational Database to TDengine
-
-Take MySQl as example.
-
-#### 3.3.1 Table Structure in MySQL
-```sql
-CREATE TABLE IF NOT EXISTS weather(
-    station varchar(100),
-    latitude DOUBLE,
-    longtitude DOUBLE,
-    `date` DATE,
-    TMAX int,
-    TMIN int
-)
-```
-
-#### 3.3.2 Sample Setting
-
-```json 
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "mysqlreader",
-          "parameter": {
-            "username": "root",
-            "password": "passw0rd",
-            "column": [
-              "*"
-            ],
-            "splitPk": "station",
-            "connection": [
-              {
-                "table": [
-                  "weather"
-                ],
-                "jdbcUrl": [
-                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
-                ]
-              }
-            ]
-          }
-        },
-        "writer": {
-          "name": "tdenginewriter",
-          "parameter": {
-            "host": "127.0.0.1",
-            "port": 6030,
-            "dbname": "test",
-            "user": "root",
-            "password": "taosdata",
-            "batchSize": 1000,
-            "stable": "weather",
-            "tagColumn": {
-              "station": 0
-            },
-            "fieldColumn": {
-              "latitude": 1,
-              "longtitude": 2,
-              "tmax": 4,
-              "tmin": 5
-            },
-            "timestampColumn":{
-              "date": 3
-            }
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
-```
-
-
-## 4 Performance Test
-
-## 5 Restriction
-
-1. NCHAR type has fixed length 64 when auto creating stable.
-2. Rows have null tag values will be dropped.
-
-## FAQ
-
-### How to filter on source table？
-
-It depends on reader plugin. For different reader plugins, the way may be different.
-
-### How to import multiple source tables at once？
-
-It depends on reader plugin. If the reader plugin supports reading multiple tables at once, then there is no problem. 
-
-### How many sub-tables will be produced?
-
-The number of sub-tables is determined by tagColumns, equals to the number of different combinations of tag values. 
-
-### Do columns in source table and columns in target table must be in the same order?
-
-No. TDengine require the first column has timestamp type，which is followed by data columns, followed by tag columns. The writer plugin will create super table in this column order, regardless of origin column orders.
-
-### How dose the plugin infer the data type of incoming data?
-
-By the first batch of records it received.
-
-###  Why can't I insert data of 10 years ago? Do this will get error: `TDengine ERROR (2350): failed to execute batch bind`.
-
-Because the database you created only keep 10 years data by default, you can create table like this: `CREATE DATABASE power KEEP 36500;`, in order to enlarge the time period to 100 years.
\ No newline at end of file

From 75c032c4f93c3662ac1870819e6836888a8ec846 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Fri, 3 Dec 2021 17:09:50 +0800
Subject: [PATCH 106/251] refine doc

---
 tdenginewriter/doc/tdenginewriter-CN.md | 14 ++++++++++----
 tdenginewriter/doc/tdenginewriter.md    | 13 ++++++++++---
 2 files changed, 20 insertions(+), 7 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
index ffd3efc9..abd92de5 100644
--- a/tdenginewriter/doc/tdenginewriter-CN.md
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -179,9 +179,11 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 | dbName          | 目的数据库的名称     | 是               | 无       |
 | batchSize       | 每次批量插入多少记录 | 否               | 1000     |
 | stable          | 目标超级表的名称     | 是(OpenTSDB除外) | 无       |
-| tagColumn       | 标签列的列名和位置   | 否               | 无       | 位置索引均从0开始  |
-| fieldColumn     | 字段列的列名和位置   | 否               | 无       |                    |
-| timestampColumn | 时间戳列的列名和位置 | 否               | 无       | 时间戳列只能有一个 |
+| tagColumn       | 格式:{tagName1: tagInd1, tagName2: tagInd2}, 标签列在写插件收到的Record中的位置和列名   | 否               | 无       | 位置索引均从0开始, tagInd如果为字符串, 表示固定标签值，不需要从源数据中获取  |
+| fieldColumn     | 格式:{fdName1: fdInd1, fdName2: fdInd2}, 字段列在写插件收到的Record中的位置和列名   | 否               | 无       |                    |
+| timestampColumn | 格式:{tsColName: tsColIndex}, 时间戳列在写插件收到的Record中的位置和列名 | 否               | 无       | 时间戳列只能有一个 |
+
+示例配置中tagColumn有一个industry，它的值是一个固定的字符串“energy”, 作用是给导入的所有数据加一个值为"energy"的固定标签industry。这个应用场景可以是：在源库中，有多个设备采集的数据分表存储，设备名就是表名，可以用这个机制把设备名称转化为标签。
 
 #### 3.2.3 自动建表规则
 ##### 3.2.3.1 超级表创建规则
@@ -396,4 +398,8 @@ TDengine要求每个表第一列是时间戳列，后边是普通字段，最后
 
 ### 为什么插入10年前的数据会抛异常`TDengine ERROR (2350): failed to execute batch bind` ?
 
-因为创建数据库的时候，默认保留10年的数据。可以手动指定要保留多长时间的数据，比如:`CREATE DATABASE power KEEP 36500;`。
\ No newline at end of file
+因为创建数据库的时候，默认保留10年的数据。可以手动指定要保留多长时间的数据，比如:`CREATE DATABASE power KEEP 36500;`。
+
+### 如果编译的时候某些插件的依赖找不到怎么办？
+
+如果这个插件不是必须的，可以注释掉根目录下的pom.xml中的对应插件。
\ No newline at end of file
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 022bd212..fd190570 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -175,10 +175,12 @@ TDengineWriter get records from DataX Framework that are generated from reader s
 | dbName          | name of target database                                         | Yes                      |          |
 | batchSize       | batch size of insert operation                                  | No                       | 1000     |
 | stable          | name of target super table                                      | Yes(except for OpenTSDB) |          |
-| tagColumn       | name and position of tag columns in the record from reader      | No                       |          | index starts with 0 |
-| fieldColumn     | name and position of data columns in the record from reader     | No                       |          |                     |
+| tagColumn       | name and position of tag columns in the record from reader, format:{tagName1: tagInd1, tagName2: tagInd2}      | No                       |          | index starts with 0 |
+| fieldColumn     | name and position of data columns in the record from reader, format: {fdName1: fdInd1, fdName2: fdInd2}     | No                       |          |                     |
 | timestampColumn | name and position of timestamp column in the record from reader | No                       |          |                     |
 
+**Note**: You see that the value of tagColumn "industry" is a fixed string, this ia a good feature of this plugin. Think about this scenario: you have many tables with the structure and one table corresponds to one device. You want to use the device number as a tag in the target super table, then this feature is designed for you.
+
 #### 3.2.3 Auto table creating
 ##### 3.2.3.1 Rules
 
@@ -346,4 +348,9 @@ By the first batch of records it received.
 
 ###  Why can't I insert data of 10 years ago? Do this will get error: `TDengine ERROR (2350): failed to execute batch bind`.
 
-Because the database you created only keep 10 years data by default, you can create table like this: `CREATE DATABASE power KEEP 36500;`, in order to enlarge the time period to 100 years.
\ No newline at end of file
+Because the database you created only keep 10 years data by default, you can create table like this: `CREATE DATABASE power KEEP 36500;`, in order to enlarge the time period to 100 years.
+
+
+### What should I do if some dependencies of a plugin can't be found?
+
+I this plugin is not necessary for you, just remove it from pom.xml under project's root directory.

From 2fa114838d5b68a73dd1be1782c241229db2f24a Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Mon, 6 Dec 2021 14:59:10 +0800
Subject: [PATCH 107/251] remove mongodb type

---
 tdenginewriter/doc/tdenginewriter-CN.md | 16 ++++++++--------
 tdenginewriter/doc/tdenginewriter.md    | 16 ++++++++--------
 2 files changed, 16 insertions(+), 16 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
index abd92de5..c0ce7684 100644
--- a/tdenginewriter/doc/tdenginewriter-CN.md
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -232,14 +232,14 @@ TAGS(
 
 #### 3.2.6 类型转换
 
-| MongoDB 数据类型 | DataX 内部类型 | TDengine 数据类型 |
-| ---------------- | -------------- | ----------------- |
-| int, Long        | Long           | BIGINT            |
-| double           | Double         | DOUBLE            |
-| string, array    | String         | NCHAR(64)         |
-| date             | Date           | TIMESTAMP         |
-| boolean          | Boolean        | BOOL              |
-| bytes            | Bytes          | BINARY(64)          |
+| DataX 内部类型 | TDengine 数据类型 |
+|-------------- | ----------------- |
+|Long           | BIGINT            |
+|Double         | DOUBLE            |
+|String         | NCHAR(64)         |
+|Date           | TIMESTAMP         |
+|Boolean        | BOOL              |
+|Bytes          | BINARY(64)        |
 
 ### 3.3 从关系型数据库到TDengine
 writer部分的配置规则和上述MongoDB的示例是一样的，这里给出一个MySQL的示例。
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index fd190570..1e7fb64d 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -228,14 +228,14 @@ Then the first columns received by this writer plugin must represent timestamp,
 
 #### 3.2.6 Type Convert
 
-| MongoDB Type | DataX Type | TDengine Type |
-| ---------------- | -------------- | ----------------- |
-| int, Long        | Long           | BIGINT            |
-| double           | Double         | DOUBLE            |
-| string, array    | String         | NCHAR(64)         |
-| date             | Date           | TIMESTAMP         |
-| boolean          | Boolean        | BOOL              |
-| bytes            | Bytes          | BINARY(64)           |
+|DataX Type | TDengine Type |
+|-------------- | ----------------- |
+|Long           | BIGINT            |
+|Double         | DOUBLE            |
+|String         | NCHAR(64)         |
+|Date           | TIMESTAMP         |
+|Boolean        | BOOL              |
+|Bytes          | BINARY(64)        |
 
 ### 3.3 From Relational Database to TDengine
 

From 1e574298834c308bd064076a7beaeffc94c4cccf Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Tue, 7 Dec 2021 11:48:51 +0800
Subject: [PATCH 108/251] don't set the columns header with json format

---
 .../starrockswriter/manager/StarRocksStreamLoadVisitor.java     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index 847635c8..38f66680 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -137,7 +137,7 @@ public class StarRocksStreamLoadVisitor {
         try (CloseableHttpClient httpclient = httpClientBuilder.build()) {
             HttpPut httpPut = new HttpPut(loadUrl);
             List<String> cols = writerOptions.getColumns();
-            if (null != cols && !cols.isEmpty()) {
+            if (null != cols && !cols.isEmpty() && StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
                 httpPut.setHeader("columns", String.join(",", cols.stream().map(f -> String.format("`%s`", f)).collect(Collectors.toList())));
             }
             if (null != writerOptions.getLoadProps()) {

From 83242f170571ea81f63a3a54f4337aed1a08bc53 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Mon, 13 Dec 2021 15:27:17 +0800
Subject: [PATCH 109/251] fix the host iterating

---
 .../manager/StarRocksStreamLoadVisitor.java            | 10 ++++------
 1 file changed, 4 insertions(+), 6 deletions(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index 38f66680..2a372263 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -34,7 +34,7 @@ public class StarRocksStreamLoadVisitor {
     private static final Logger LOG = LoggerFactory.getLogger(StarRocksStreamLoadVisitor.class);
 
     private final StarRocksWriterOptions writerOptions;
-    private int pos;
+    private long pos;
 
     public StarRocksStreamLoadVisitor(StarRocksWriterOptions writerOptions) {
         this.writerOptions = writerOptions;
@@ -68,11 +68,9 @@ public class StarRocksStreamLoadVisitor {
 
     private String getAvailableHost() {
         List<String> hostList = writerOptions.getLoadUrlList();
-        if (pos >= hostList.size()) {
-            pos = 0;
-        }
-        for (; pos < hostList.size(); pos++) {
-            String host = new StringBuilder("http://").append(hostList.get(pos)).toString();
+        long tmp = pos + hostList.size();
+        for (; pos < tmp; pos++) {
+            String host = new StringBuilder("http://").append(hostList.get((int) (pos % hostList.size()))).toString();
             if (tryHttpConnection(host)) {
                 return host;
             }

From e4bcc0e50e045711ff1dab3f423bfa4030244ed7 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E4=BA=91=E6=98=9F?= <yunxing.zyj@alibaba-inc.com>
Date: Thu, 18 Nov 2021 16:55:02 +0800
Subject: [PATCH 110/251] feat: tsdb2tsdb [mput/username/password/database]

---
 package.xml                                   |   7 +
 .../plugin/reader/tsdbreader/Constant.java    |   2 +
 .../datax/plugin/reader/tsdbreader/Key.java   |   5 +
 .../plugin/reader/tsdbreader/TSDBReader.java  | 109 ++++--
 .../tsdbreader/conn/Connection4TSDB.java      |  27 +-
 .../tsdbreader/conn/TSDBConnection.java       |  41 ++-
 .../reader/tsdbreader/conn/TSDBDump.java      |  96 +++++-
 .../reader/tsdbreader/util/HttpUtils.java     |  50 ++-
 .../reader/tsdbreader/util/TSDBUtils.java     |  38 +-
 tsdbwriter/pom.xml                            |   7 +
 .../plugin/writer/conn/Connection4TSDB.java   |  34 +-
 .../plugin/writer/conn/TSDBConnection.java    |  38 +-
 .../datax/plugin/writer/tsdbwriter/Key.java   |  16 +-
 .../writer/tsdbwriter/SourceDBType.java       |   5 +
 .../writer/tsdbwriter/TSDBConverter.java      |  96 ++++++
 .../plugin/writer/tsdbwriter/TSDBModel.java   |  11 +
 .../plugin/writer/tsdbwriter/TSDBWriter.java  | 324 +++++++++++++++---
 .../tsdbwriter/TSDBWriterErrorCode.java       |   1 +
 .../datax/plugin/writer/util/HttpUtils.java   |  56 ++-
 .../datax/plugin/writer/util/TSDBUtils.java   |  38 +-
 20 files changed, 805 insertions(+), 196 deletions(-)
 create mode 100644 tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/SourceDBType.java
 create mode 100644 tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java
 create mode 100644 tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBModel.java

diff --git a/package.xml b/package.xml
index 49e3c4ec..3d86172b 100755
--- a/package.xml
+++ b/package.xml
@@ -357,6 +357,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>tsdbreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>adbpgwriter/target/datax/</directory>
             <includes>
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Constant.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Constant.java
index e42dedc0..f5069dc9 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Constant.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Constant.java
@@ -16,6 +16,8 @@ public final class Constant {
     static final String DEFAULT_DATA_FORMAT = "yyyy-MM-dd HH:mm:ss";
 
     public static final String METRIC_SPECIFY_KEY = "__metric__";
+    public static final String METRIC_SPECIFY_KEY_PREFIX = METRIC_SPECIFY_KEY + ".";
+    public static final int METRIC_SPECIFY_KEY_PREFIX_LENGTH = METRIC_SPECIFY_KEY_PREFIX.length();
     public static final String TS_SPECIFY_KEY = "__ts__";
     public static final String VALUE_SPECIFY_KEY = "__value__";
 
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Key.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Key.java
index 14ee7e41..c8a3d7ae 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Key.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Key.java
@@ -17,14 +17,19 @@ public class Key {
     // RDB for MySQL / ADB etc.
     static final String SINK_DB_TYPE = "sinkDbType";
     static final String ENDPOINT = "endpoint";
+    static final String USERNAME = "username";
+    static final String PASSWORD = "password";
     static final String COLUMN = "column";
     static final String METRIC = "metric";
     static final String FIELD = "field";
     static final String TAG = "tag";
+    static final String COMBINE = "combine";
     static final String INTERVAL_DATE_TIME = "splitIntervalMs";
     static final String BEGIN_DATE_TIME = "beginDateTime";
     static final String END_DATE_TIME = "endDateTime";
+    static final String HINT = "hint";
 
+    static final Boolean COMBINE_DEFAULT_VALUE = false;
     static final Integer INTERVAL_DATE_TIME_DEFAULT_VALUE = 60;
     static final String TYPE_DEFAULT_VALUE = "TSDB";
     static final Set<String> TYPE_SET = new HashSet<>();
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java
index 04b931c7..550a010a 100755
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java
@@ -60,6 +60,15 @@ public class TSDBReader extends Reader {
                         "The parameter [" + Key.ENDPOINT + "] is not set.");
             }
 
+            String username = originalConfig.getString(Key.USERNAME, null);
+            if (StringUtils.isBlank(username)) {
+                LOG.warn("The parameter [" + Key.USERNAME + "] is blank.");
+            }
+            String password = originalConfig.getString(Key.PASSWORD, null);
+            if (StringUtils.isBlank(password)) {
+                LOG.warn("The parameter [" + Key.PASSWORD + "] is blank.");
+            }
+
             // tagK / field could be empty
             if ("TSDB".equals(type)) {
                 List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
@@ -76,7 +85,14 @@ public class TSDBReader extends Reader {
                             "The parameter [" + Key.COLUMN + "] is not set.");
                 }
                 for (String specifyKey : Constant.MUST_CONTAINED_SPECIFY_KEYS) {
-                    if (!columns.contains(specifyKey)) {
+                    boolean containSpecifyKey = false;
+                    for (String column : columns) {
+                        if (column.startsWith(specifyKey)) {
+                            containSpecifyKey = true;
+                            break;
+                        }
+                    }
+                    if (!containSpecifyKey) {
                         throw DataXException.asDataXException(
                                 TSDBReaderErrorCode.ILLEGAL_VALUE,
                                 "The parameter [" + Key.COLUMN + "] should contain "
@@ -99,6 +115,8 @@ public class TSDBReader extends Reader {
                         "The parameter [" + Key.INTERVAL_DATE_TIME + "] should be great than zero.");
             }
 
+            Boolean isCombine = originalConfig.getBool(Key.COMBINE, Key.COMBINE_DEFAULT_VALUE);
+
             SimpleDateFormat format = new SimpleDateFormat(Constant.DEFAULT_DATA_FORMAT);
             String startTime = originalConfig.getString(Key.BEGIN_DATE_TIME);
             Long startDate;
@@ -168,14 +186,14 @@ public class TSDBReader extends Reader {
                 startTime = format.parse(originalConfig.getString(Key.BEGIN_DATE_TIME)).getTime();
             } catch (ParseException e) {
                 throw DataXException.asDataXException(
-                        TSDBReaderErrorCode.ILLEGAL_VALUE, "解析[" + Key.BEGIN_DATE_TIME + "]失败.", e);
+                        TSDBReaderErrorCode.ILLEGAL_VALUE, "Analysis [" + Key.BEGIN_DATE_TIME + "] failed.", e);
             }
             long endTime;
             try {
                 endTime = format.parse(originalConfig.getString(Key.END_DATE_TIME)).getTime();
             } catch (ParseException e) {
                 throw DataXException.asDataXException(
-                        TSDBReaderErrorCode.ILLEGAL_VALUE, "解析[" + Key.END_DATE_TIME + "]失败.", e);
+                        TSDBReaderErrorCode.ILLEGAL_VALUE, "Analysis [" + Key.END_DATE_TIME + "] failed.", e);
             }
             if (TimeUtils.isSecond(startTime)) {
                 startTime *= 1000;
@@ -186,13 +204,14 @@ public class TSDBReader extends Reader {
             DateTime startDateTime = new DateTime(TimeUtils.getTimeInHour(startTime));
             DateTime endDateTime = new DateTime(TimeUtils.getTimeInHour(endTime));
 
+            final Boolean isCombine = originalConfig.getBool(Key.COMBINE, Key.COMBINE_DEFAULT_VALUE);
+
             if ("TSDB".equals(type)) {
-                // split by metric
-                for (String column : columns4TSDB) {
+                if (isCombine) {
                     // split by time in hour
                     while (startDateTime.isBefore(endDateTime)) {
                         Configuration clone = this.originalConfig.clone();
-                        clone.set(Key.COLUMN, Collections.singletonList(column));
+                        clone.set(Key.COLUMN, columns4TSDB);
 
                         clone.set(Key.BEGIN_DATE_TIME, startDateTime.getMillis());
                         startDateTime = startDateTime.plusMillis(splitIntervalMs);
@@ -202,15 +221,30 @@ public class TSDBReader extends Reader {
 
                         LOG.info("Configuration: {}", JSON.toJSONString(clone));
                     }
+                } else {
+                    // split by time in hour
+                    while (startDateTime.isBefore(endDateTime)) {
+                        // split by metric
+                        for (String column : columns4TSDB) {
+                            Configuration clone = this.originalConfig.clone();
+                            clone.set(Key.COLUMN, Collections.singletonList(column));
+
+                            clone.set(Key.BEGIN_DATE_TIME, startDateTime.getMillis());
+                            startDateTime = startDateTime.plusMillis(splitIntervalMs);
+                            // Make sure the time interval is [start, end).
+                            clone.set(Key.END_DATE_TIME, startDateTime.getMillis() - 1);
+                            configurations.add(clone);
+
+                            LOG.info("Configuration: {}", JSON.toJSONString(clone));
+                        }
+                    }
                 }
             } else {
-                // split by metric
-                for (String metric : metrics) {
-                    // split by time in hour
+                if (isCombine) {
                     while (startDateTime.isBefore(endDateTime)) {
                         Configuration clone = this.originalConfig.clone();
                         clone.set(Key.COLUMN, columns4RDB);
-                        clone.set(Key.METRIC, Collections.singletonList(metric));
+                        clone.set(Key.METRIC, metrics);
 
                         clone.set(Key.BEGIN_DATE_TIME, startDateTime.getMillis());
                         startDateTime = startDateTime.plusMillis(splitIntervalMs);
@@ -220,6 +254,24 @@ public class TSDBReader extends Reader {
 
                         LOG.info("Configuration: {}", JSON.toJSONString(clone));
                     }
+                } else {
+                    // split by time in hour
+                    while (startDateTime.isBefore(endDateTime)) {
+                        // split by metric
+                        for (String metric : metrics) {
+                            Configuration clone = this.originalConfig.clone();
+                            clone.set(Key.COLUMN, columns4RDB);
+                            clone.set(Key.METRIC, Collections.singletonList(metric));
+
+                            clone.set(Key.BEGIN_DATE_TIME, startDateTime.getMillis());
+                            startDateTime = startDateTime.plusMillis(splitIntervalMs);
+                            // Make sure the time interval is [start, end).
+                            clone.set(Key.END_DATE_TIME, startDateTime.getMillis() - 1);
+                            configurations.add(clone);
+
+                            LOG.info("Configuration: {}", JSON.toJSONString(clone));
+                        }
+                    }
                 }
             }
             return configurations;
@@ -247,6 +299,8 @@ public class TSDBReader extends Reader {
         private TSDBConnection conn;
         private Long startTime;
         private Long endTime;
+        private Boolean isCombine;
+        private Map<String, Object> hint;
 
         @Override
         public void init() {
@@ -265,11 +319,16 @@ public class TSDBReader extends Reader {
             this.tags = readerSliceConfig.getMap(Key.TAG);
 
             String address = readerSliceConfig.getString(Key.ENDPOINT);
+            String username = readerSliceConfig.getString(Key.USERNAME);
+            String password = readerSliceConfig.getString(Key.PASSWORD);
 
-            conn = new TSDBConnection(address);
+            conn = new TSDBConnection(address, username, password);
 
             this.startTime = readerSliceConfig.getLong(Key.BEGIN_DATE_TIME);
             this.endTime = readerSliceConfig.getLong(Key.END_DATE_TIME);
+
+            this.isCombine = readerSliceConfig.getBool(Key.COMBINE, Key.COMBINE_DEFAULT_VALUE);
+            this.hint = readerSliceConfig.getMap(Key.HINT);
         }
 
         @Override
@@ -283,29 +342,35 @@ public class TSDBReader extends Reader {
                 if ("TSDB".equals(type)) {
                     for (String metric : columns4TSDB) {
                         final Map<String, String> tags = this.tags == null ?
-                                    null : (Map<String, String>) this.tags.get(metric);
+                                null : (Map<String, String>) this.tags.get(metric);
                         if (fields == null || !fields.containsKey(metric)) {
-                            conn.sendDPs(metric, tags, this.startTime, this.endTime, recordSender);
+                            conn.sendDPs(metric, tags, this.startTime, this.endTime, recordSender, hint);
                         } else {
                             conn.sendDPs(metric, (List<String>) fields.get(metric),
-                                    tags, this.startTime, this.endTime, recordSender);
+                                    tags, this.startTime, this.endTime, recordSender, hint);
                         }
                     }
                 } else {
-                    for (String metric : metrics) {
+                    if (isCombine) {
                         final Map<String, String> tags = this.tags == null ?
-                                null : (Map<String, String>) this.tags.get(metric);
-                        if (fields == null || !fields.containsKey(metric)) {
-                            conn.sendRecords(metric, tags, startTime, endTime, columns4RDB, recordSender);
-                        } else {
-                            conn.sendRecords(metric, (List<String>) fields.get(metric),
-                                    tags, startTime, endTime, columns4RDB, recordSender);
+                                null : (Map<String, String>) this.tags.get(metrics.get(0));
+                        conn.sendRecords(metrics, tags, startTime, endTime, columns4RDB, recordSender, hint);
+                    } else {
+                        for (String metric : metrics) {
+                            final Map<String, String> tags = this.tags == null ?
+                                    null : (Map<String, String>) this.tags.get(metric);
+                            if (fields == null || !fields.containsKey(metric)) {
+                                conn.sendRecords(metric, tags, startTime, endTime, columns4RDB, isCombine, recordSender, hint);
+                            } else {
+                                conn.sendRecords(metric, (List<String>) fields.get(metric),
+                                        tags, startTime, endTime, columns4RDB, recordSender, hint);
+                            }
                         }
                     }
                 }
             } catch (Exception e) {
                 throw DataXException.asDataXException(
-                        TSDBReaderErrorCode.ILLEGAL_VALUE, "获取或发送数据点的过程中出错！", e);
+                        TSDBReaderErrorCode.ILLEGAL_VALUE, "Error in getting or sending data point！", e);
             }
         }
 
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/Connection4TSDB.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/Connection4TSDB.java
index 500894bb..96cb7f9d 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/Connection4TSDB.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/Connection4TSDB.java
@@ -22,6 +22,20 @@ public interface Connection4TSDB {
      */
     String address();
 
+    /**
+     * Get the address of Database.
+     *
+     * @return host+ip
+     */
+    String username();
+
+    /**
+     * Get the address of Database.
+     *
+     * @return host+ip
+     */
+    String password();
+
     /**
      * Get the version of Database.
      *
@@ -46,22 +60,27 @@ public interface Connection4TSDB {
     /**
      * Send data points for TSDB with single field.
      */
-    void sendDPs(String metric, Map<String, String> tags, Long start, Long end, RecordSender recordSender) throws Exception;
+    void sendDPs(String metric, Map<String, String> tags, Long start, Long end, RecordSender recordSender, Map<String, Object> hint) throws Exception;
 
     /**
      * Send data points for TSDB with multi fields.
      */
-    void sendDPs(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, RecordSender recordSender) throws Exception;
+    void sendDPs(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, RecordSender recordSender, Map<String, Object> hint) throws Exception;
 
     /**
      * Send data points for RDB with single field.
      */
-    void sendRecords(String metric, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender) throws Exception;
+    void sendRecords(String metric, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, Boolean isCombine, RecordSender recordSender, Map<String, Object> hint) throws Exception;
 
     /**
      * Send data points for RDB with multi fields.
      */
-    void sendRecords(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender) throws Exception;
+    void sendRecords(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender, Map<String, Object> hint) throws Exception;
+
+    /**
+     * Send data points for RDB with single fields on combine mode.
+     */
+    void sendRecords(List<String> metrics, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender, Map<String, Object> hint) throws Exception;
 
     /**
      * Put data point.
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java
index 5426ab49..d466da39 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java
@@ -19,9 +19,13 @@ import java.util.Map;
 public class TSDBConnection implements Connection4TSDB {
 
     private String address;
+    private String username;
+    private String password;
 
-    public TSDBConnection(String address) {
+    public TSDBConnection(String address, String username, String password) {
         this.address = address;
+        this.username = username;
+        this.password = password;
     }
 
     @Override
@@ -29,14 +33,24 @@ public class TSDBConnection implements Connection4TSDB {
         return address;
     }
 
+    @Override
+    public String username() {
+        return username;
+    }
+
+    @Override
+    public String password() {
+        return password;
+    }
+
     @Override
     public String version() {
-        return TSDBUtils.version(address);
+        return TSDBUtils.version(address, username, password);
     }
 
     @Override
     public String config() {
-        return TSDBUtils.config(address);
+        return TSDBUtils.config(address, username, password);
     }
 
     @Override
@@ -45,23 +59,28 @@ public class TSDBConnection implements Connection4TSDB {
     }
 
     @Override
-    public void sendDPs(String metric, Map<String, String> tags, Long start, Long end, RecordSender recordSender) throws Exception {
-        TSDBDump.dump4TSDB(this, metric, tags, start, end, recordSender);
+    public void sendDPs(String metric, Map<String, String> tags, Long start, Long end, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4TSDB(this, metric, tags, start, end, recordSender, hint);
     }
 
     @Override
-    public void sendDPs(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, RecordSender recordSender) throws Exception {
-        TSDBDump.dump4TSDB(this, metric, fields, tags, start, end, recordSender);
+    public void sendDPs(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4TSDB(this, metric, fields, tags, start, end, recordSender, hint);
     }
 
     @Override
-    public void sendRecords(String metric, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender) throws Exception {
-        TSDBDump.dump4RDB(this, metric, tags, start, end, columns4RDB, recordSender);
+    public void sendRecords(String metric, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, Boolean isCombine, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4RDB(this, metric, tags, start, end, columns4RDB, recordSender, hint);
     }
 
     @Override
-    public void sendRecords(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender) throws Exception {
-        TSDBDump.dump4RDB(this, metric, fields, tags, start, end, columns4RDB, recordSender);
+    public void sendRecords(List<String> metrics, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4RDB(this, metrics, tags, start, end, columns4RDB, recordSender, hint);
+    }
+
+    @Override
+    public void sendRecords(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4RDB(this, metric, fields, tags, start, end, columns4RDB, recordSender, hint);
     }
 
     @Override
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java
index 8bae3a70..c911a062 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java
@@ -9,10 +9,9 @@ import com.alibaba.fastjson.parser.Feature;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.HashMap;
-import java.util.LinkedList;
-import java.util.List;
-import java.util.Map;
+import java.util.*;
+
+import static com.alibaba.datax.plugin.reader.tsdbreader.Constant.METRIC_SPECIFY_KEY_PREFIX_LENGTH;
 
 /**
  * Copyright @ 2019 alibaba.com
@@ -37,10 +36,10 @@ final class TSDBDump {
     }
 
     static void dump4TSDB(TSDBConnection conn, String metric, Map<String, String> tags,
-                          Long start, Long end, RecordSender sender) throws Exception {
+                          Long start, Long end, RecordSender sender, Map<String, Object> hint) throws Exception {
         LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metric, start, end);
 
-        String res = queryRange4SingleField(conn, metric, tags, start, end);
+        String res = queryRange4SingleField(conn, metric, tags, start, end, hint);
         List<String> dps = getDps4TSDB(metric, res);
         if (dps == null || dps.isEmpty()) {
             return;
@@ -49,10 +48,10 @@ final class TSDBDump {
     }
 
     static void dump4TSDB(TSDBConnection conn, String metric, List<String> fields, Map<String, String> tags,
-                          Long start, Long end, RecordSender sender) throws Exception {
+                          Long start, Long end, RecordSender sender, Map<String, Object> hint) throws Exception {
         LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metric, start, end);
 
-        String res = queryRange4MultiFields(conn, metric, fields, tags, start, end);
+        String res = queryRange4MultiFields(conn, metric, fields, tags, start, end, hint);
         List<String> dps = getDps4TSDB(metric, fields, res);
         if (dps == null || dps.isEmpty()) {
             return;
@@ -61,10 +60,10 @@ final class TSDBDump {
     }
 
     static void dump4RDB(TSDBConnection conn, String metric, Map<String, String> tags,
-                         Long start, Long end, List<String> columns4RDB, RecordSender sender) throws Exception {
+                         Long start, Long end, List<String> columns4RDB, RecordSender sender, Map<String, Object> hint) throws Exception {
         LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metric, start, end);
 
-        String res = queryRange4SingleField(conn, metric, tags, start, end);
+        String res = queryRange4SingleField(conn, metric, tags, start, end, hint);
         List<DataPoint4TSDB> dps = getDps4RDB(metric, res);
         if (dps == null || dps.isEmpty()) {
             return;
@@ -92,12 +91,71 @@ final class TSDBDump {
         }
     }
 
+    public static void dump4RDB(TSDBConnection conn, List<String> metrics, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender sender, Map<String, Object> hint) throws Exception {
+        LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metrics, start, end);
+
+        List<DataPoint4TSDB> dps = new LinkedList<>();
+        for (String metric : metrics) {
+            String res = queryRange4SingleField(conn, metric, tags, start, end, hint);
+            final List<DataPoint4TSDB> dpList = getDps4RDB(metric, res);
+            if (dpList == null || dpList.isEmpty()) {
+                continue;
+            }
+            dps.addAll(dpList);
+        }
+        if (dps.isEmpty()) {
+            return;
+        }
+        Map<Long, Map<String, DataPoint4TSDB>> dpsCombinedByTs = new LinkedHashMap<>();
+        for (DataPoint4TSDB dp : dps) {
+            final long ts = dp.getTimestamp();
+            final Map<String, DataPoint4TSDB> dpsWithSameTs = dpsCombinedByTs.computeIfAbsent(ts, k -> new LinkedHashMap<>());
+            dpsWithSameTs.put(dp.getMetric(), dp);
+        }
+
+        for (Map.Entry<Long, Map<String, DataPoint4TSDB>> entry : dpsCombinedByTs.entrySet()) {
+            final Long ts = entry.getKey();
+            final Map<String, DataPoint4TSDB> metricAndDps = entry.getValue();
+            final Record record = sender.createRecord();
+            DataPoint4TSDB tmpDp = null;
+
+            for (final String column : columns4RDB) {
+                if (column.startsWith(Constant.METRIC_SPECIFY_KEY)) {
+                    final String m = column.substring(METRIC_SPECIFY_KEY_PREFIX_LENGTH);
+                    tmpDp = metricAndDps.get(m);
+                    if (tmpDp == null) {
+                        continue;
+                    }
+                    record.addColumn(getColumn(tmpDp.getValue()));
+                } else if (Constant.TS_SPECIFY_KEY.equals(column)) {
+                    record.addColumn(new LongColumn(ts));
+                } else if (Constant.VALUE_SPECIFY_KEY.equals(column)) {
+                    // combine 模式下，不应该定义 __value__ 字段，因为 __metric__.xxx 字段会输出对应的 value 值
+                    throw new RuntimeException("The " + Constant.VALUE_SPECIFY_KEY +
+                            " column should not be specified in combine mode!");
+                } else {
+                    // combine 模式下，应该确保 __metric__.xxx 字段的定义，放在 column 数组的最前面，以保证获取到 metric
+                    if (tmpDp == null) {
+                        throw new RuntimeException("These " + Constant.METRIC_SPECIFY_KEY_PREFIX +
+                                " column should be placed first in the column array in combine mode!");
+                    }
+                    final Object tagv = tmpDp.getTags().get(column);
+                    if (tagv == null) {
+                        continue;
+                    }
+                    record.addColumn(getColumn(tagv));
+                }
+            }
+            sender.sendToWriter(record);
+        }
+    }
+
     static void dump4RDB(TSDBConnection conn, String metric, List<String> fields,
                          Map<String, String> tags, Long start, Long end,
-                         List<String> columns4RDB, RecordSender sender) throws Exception {
+                         List<String> columns4RDB, RecordSender sender, Map<String, Object> hint) throws Exception {
         LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metric, start, end);
 
-        String res = queryRange4MultiFields(conn, metric, fields, tags, start, end);
+        String res = queryRange4MultiFields(conn, metric, fields, tags, start, end, hint);
         List<DataPoint4TSDB> dps = getDps4RDB(metric, fields, res);
         if (dps == null || dps.isEmpty()) {
             return;
@@ -131,14 +189,16 @@ final class TSDBDump {
             valueColumn = new LongColumn((Long) value);
         } else if (value instanceof String) {
             valueColumn = new StringColumn((String) value);
+        } else if (value instanceof Integer) {
+            valueColumn = new LongColumn(((Integer)value).longValue());
         } else {
-            throw new Exception(String.format("value 不支持类型: [%s]", value.getClass().getSimpleName()));
+            throw new Exception(String.format("value not supported type: [%s]", value.getClass().getSimpleName()));
         }
         return valueColumn;
     }
 
     private static String queryRange4SingleField(TSDBConnection conn, String metric, Map<String, String> tags,
-                                                 Long start, Long end) throws Exception {
+                                                 Long start, Long end, Map<String, Object> hint) throws Exception {
         String tagKV = getFilterByTags(tags);
         String body = "{\n" +
                 "  \"start\": " + start + ",\n" +
@@ -148,14 +208,15 @@ final class TSDBDump {
                 "      \"aggregator\": \"none\",\n" +
                 "      \"metric\": \"" + metric + "\"\n" +
                 (tagKV == null ? "" : tagKV) +
+                (hint == null ? "" : (", \"hint\": " + JSON.toJSONString(hint))) +
                 "    }\n" +
                 "  ]\n" +
                 "}";
-        return HttpUtils.post(conn.address() + QUERY, body);
+        return HttpUtils.post(conn.address() + QUERY, conn.username(), conn.password(), body);
     }
 
     private static String queryRange4MultiFields(TSDBConnection conn, String metric, List<String> fields,
-                                                 Map<String, String> tags, Long start, Long end) throws Exception {
+                                                 Map<String, String> tags, Long start, Long end, Map<String, Object> hint) throws Exception {
         // fields
         StringBuilder fieldBuilder = new StringBuilder();
         fieldBuilder.append("\"fields\":[");
@@ -177,10 +238,11 @@ final class TSDBDump {
                 "      \"metric\": \"" + metric + "\",\n" +
                 fieldBuilder.toString() +
                 (tagKV == null ? "" : tagKV) +
+                (hint == null ? "" : (", \"hint\": " + JSON.toJSONString(hint))) +
                 "    }\n" +
                 "  ]\n" +
                 "}";
-        return HttpUtils.post(conn.address() + QUERY_MULTI_FIELD, body);
+        return HttpUtils.post(conn.address() + QUERY_MULTI_FIELD, conn.username(), conn.password(), body);
     }
 
     private static String getFilterByTags(Map<String, String> tags) {
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java
index 3e0be854..5cba4e54 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java
@@ -1,11 +1,13 @@
 package com.alibaba.datax.plugin.reader.tsdbreader.util;
 
 import com.alibaba.fastjson.JSON;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.http.client.fluent.Content;
 import org.apache.http.client.fluent.Request;
 import org.apache.http.entity.ContentType;
 
 import java.nio.charset.StandardCharsets;
+import java.util.Base64;
 import java.util.Map;
 import java.util.concurrent.TimeUnit;
 
@@ -22,13 +24,18 @@ public final class HttpUtils {
     public final static int CONNECT_TIMEOUT_DEFAULT_IN_MILL = (int) TimeUnit.SECONDS.toMillis(60);
     public final static int SOCKET_TIMEOUT_DEFAULT_IN_MILL = (int) TimeUnit.SECONDS.toMillis(60);
 
+    private static final String CREDENTIALS_FORMAT = "%s:%s";
+    private static final String BASIC_AUTHENTICATION_FORMAT = "Basic %s";
+
     private HttpUtils() {
     }
 
-    public static String get(String url) throws Exception {
-        Content content = Request.Get(url)
+    public static String get(String url, String username, String password) throws Exception {
+        final Request request = Request.Get(url)
                 .connectTimeout(CONNECT_TIMEOUT_DEFAULT_IN_MILL)
-                .socketTimeout(SOCKET_TIMEOUT_DEFAULT_IN_MILL)
+                .socketTimeout(SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+        addAuth(request, username, password);
+        Content content = request
                 .execute()
                 .returnContent();
         if (content == null) {
@@ -37,24 +44,21 @@ public final class HttpUtils {
         return content.asString(StandardCharsets.UTF_8);
     }
 
-    public static String post(String url, Map<String, Object> params) throws Exception {
-        return post(url, JSON.toJSONString(params), CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+    public static String post(String url, String username, String password, Map<String, Object> params) throws Exception {
+        return post(url, username, password, JSON.toJSONString(params), CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
     }
 
-    public static String post(String url, String params) throws Exception {
-        return post(url, params, CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+    public static String post(String url, String username, String password, String params) throws Exception {
+        return post(url, username, password, params, CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
     }
 
-    public static String post(String url, Map<String, Object> params,
+    public static String post(String url, String username, String password, String params,
                               int connectTimeoutInMill, int socketTimeoutInMill) throws Exception {
-        return post(url, JSON.toJSONString(params), connectTimeoutInMill, socketTimeoutInMill);
-    }
-
-    public static String post(String url, String params,
-                              int connectTimeoutInMill, int socketTimeoutInMill) throws Exception {
-        Content content = Request.Post(url)
+        Request request = Request.Post(url)
                 .connectTimeout(connectTimeoutInMill)
-                .socketTimeout(socketTimeoutInMill)
+                .socketTimeout(socketTimeoutInMill);
+        addAuth(request, username, password);
+        Content content = request
                 .addHeader("Content-Type", "application/json")
                 .bodyString(params, ContentType.APPLICATION_JSON)
                 .execute()
@@ -64,4 +68,20 @@ public final class HttpUtils {
         }
         return content.asString(StandardCharsets.UTF_8);
     }
+
+    private static void addAuth(Request request, String username, String password) {
+        String authorization = generateHttpAuthorization(username, password);
+        if (authorization != null) {
+            request.setHeader("Authorization", authorization);
+        }
+    }
+
+    private static String generateHttpAuthorization(String username, String password) {
+        if (StringUtils.isBlank(username) || StringUtils.isBlank(password)) {
+            return null;
+        }
+        String credentials = String.format(CREDENTIALS_FORMAT, username, password);
+        credentials = Base64.getEncoder().encodeToString(credentials.getBytes());
+        return String.format(BASIC_AUTHENTICATION_FORMAT, credentials);
+    }
 }
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/TSDBUtils.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/TSDBUtils.java
index bb7b4b87..d91c3557 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/TSDBUtils.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/TSDBUtils.java
@@ -1,11 +1,5 @@
 package com.alibaba.datax.plugin.reader.tsdbreader.util;
 
-import com.alibaba.datax.plugin.reader.tsdbreader.conn.DataPoint4TSDB;
-import com.alibaba.fastjson.JSON;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.util.List;
 
 /**
  * Copyright @ 2019 alibaba.com
@@ -17,52 +11,28 @@ import java.util.List;
  */
 public final class TSDBUtils {
 
-    private static final Logger LOGGER = LoggerFactory.getLogger(TSDBUtils.class);
-
     private TSDBUtils() {
     }
 
-    public static String version(String address) {
+    public static String version(String address, String username, String password) {
         String url = String.format("%s/api/version", address);
         String rsp;
         try {
-            rsp = HttpUtils.get(url);
+            rsp = HttpUtils.get(url, username, password);
         } catch (Exception e) {
             throw new RuntimeException(e);
         }
         return rsp;
     }
 
-    public static String config(String address) {
+    public static String config(String address, String username, String password) {
         String url = String.format("%s/api/config", address);
         String rsp;
         try {
-            rsp = HttpUtils.get(url);
+            rsp = HttpUtils.get(url, username, password);
         } catch (Exception e) {
             throw new RuntimeException(e);
         }
         return rsp;
     }
-
-    public static boolean put(String address, List<DataPoint4TSDB> dps) {
-        return put(address, JSON.toJSON(dps));
-    }
-
-    public static boolean put(String address, DataPoint4TSDB dp) {
-        return put(address, JSON.toJSON(dp));
-    }
-
-    private static boolean put(String address, Object o) {
-        String url = String.format("%s/api/put", address);
-        String rsp;
-        try {
-            rsp = HttpUtils.post(url, o.toString());
-            // If successful, the returned content should be null.
-            assert rsp == null;
-        } catch (Exception e) {
-            LOGGER.error("Address: {}, DataPoints: {}", url, o);
-            throw new RuntimeException(e);
-        }
-        return true;
-    }
 }
diff --git a/tsdbwriter/pom.xml b/tsdbwriter/pom.xml
index 1fb7c1e0..fd4cc6f5 100644
--- a/tsdbwriter/pom.xml
+++ b/tsdbwriter/pom.xml
@@ -91,6 +91,13 @@
             <version>${fastjson.version}</version>
         </dependency>
 
+        <!-- tsdb -->
+        <dependency>
+            <groupId>com.aliyun</groupId>
+            <artifactId>hitsdb-client</artifactId>
+            <version>0.4.0-SNAPSHOT</version>
+        </dependency>
+
         <!-- test -->
         <dependency>
             <groupId>junit</groupId>
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/Connection4TSDB.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/Connection4TSDB.java
index 8119348d..ecb30055 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/Connection4TSDB.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/Connection4TSDB.java
@@ -21,6 +21,28 @@ public interface Connection4TSDB {
      */
     String address();
 
+    /**
+     * Get the setted database name.
+     *
+     * @return database
+     */
+    String database();
+
+
+    /**
+     * Get the username of Database.
+     *
+     * @return username
+     */
+    String username();
+
+    /**
+     * Get the password of Database.
+     *
+     * @return password
+     */
+    String password();
+
     /**
      * Get the version of Database.
      *
@@ -69,17 +91,25 @@ public interface Connection4TSDB {
     boolean put(List<DataPoint4TSDB> dps);
 
     /**
-     * Put data points.
+     * Put data points with single field.
      *
      * @param dps data points
      * @return whether the data point is written successfully
      */
     boolean put(String dps);
 
+    /**
+     * Put data points with multi fields.
+     *
+     * @param dps data points
+     * @return whether the data point is written successfully
+     */
+    boolean mput(String dps);
+
     /**
      * Whether current version is supported.
      *
      * @return true: supported; false: not yet!
      */
     boolean isSupported();
-}
+}
\ No newline at end of file
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java
index e4ebad7d..074f0295 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java
@@ -18,12 +18,18 @@ import java.util.List;
 public class TSDBConnection implements Connection4TSDB {
 
     private String address;
+    private String username;
+    private String password;
+    private String database;
 
-    public TSDBConnection(String address) {
+    public TSDBConnection(String address, String database, String username, String password) {
         if (StringUtils.isBlank(address)) {
             throw new RuntimeException("TSDBConnection init failed because address is blank!");
         }
         this.address = address;
+        this.database = database;
+        this.username = username;
+        this.password = password;
     }
 
     @Override
@@ -31,14 +37,29 @@ public class TSDBConnection implements Connection4TSDB {
         return address;
     }
 
+    @Override
+    public String username() {
+        return username;
+    }
+
+    @Override
+    public String database() {
+        return database;
+    }
+
+    @Override
+    public String password() {
+        return password;
+    }
+
     @Override
     public String version() {
-        return TSDBUtils.version(address);
+        return TSDBUtils.version(address, username, password);
     }
 
     @Override
     public String config() {
-        return TSDBUtils.config(address);
+        return TSDBUtils.config(address, username, password);
     }
 
     @Override
@@ -53,17 +74,22 @@ public class TSDBConnection implements Connection4TSDB {
 
     @Override
     public boolean put(DataPoint4TSDB dp) {
-        return TSDBUtils.put(address, dp);
+        return TSDBUtils.put(address, database, username, password, dp);
     }
 
     @Override
     public boolean put(List<DataPoint4TSDB> dps) {
-        return TSDBUtils.put(address, dps);
+        return TSDBUtils.put(address, database, username, password, dps);
     }
 
     @Override
     public boolean put(String dps) {
-        return TSDBUtils.put(address, dps);
+        return TSDBUtils.put(address, database, username, password, dps);
+    }
+
+    @Override
+    public boolean mput(String dps) {
+        return TSDBUtils.mput(address, database, username, password, dps);
     }
 
     @Override
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/Key.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/Key.java
index 2cc3f671..6cb239ec 100755
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/Key.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/Key.java
@@ -10,8 +10,22 @@ package com.alibaba.datax.plugin.writer.tsdbwriter;
  */
 public class Key {
 
+    static final String SOURCE_DB_TYPE = "sourceDbType";
+    static final String MULTI_FIELD = "multiField";
+
+    // common
     static final String ENDPOINT = "endpoint";
+    static final String USERNAME = "username";
+    static final String PASSWORD = "password";
+    static final String IGNORE_WRITE_ERROR = "ignoreWriteError";
+    static final String DATABASE = "database";
+
+    // for tsdb
     static final String BATCH_SIZE = "batchSize";
     static final String MAX_RETRY_TIME = "maxRetryTime";
-    static final String IGNORE_WRITE_ERROR = "ignoreWriteError";
+
+    // for rdb
+    static final String COLUMN = "column";
+    static final String COLUMN_TYPE = "columnType";
+    static final String TABLE = "table";
 }
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/SourceDBType.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/SourceDBType.java
new file mode 100644
index 00000000..792806a6
--- /dev/null
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/SourceDBType.java
@@ -0,0 +1,5 @@
+package com.alibaba.datax.plugin.writer.tsdbwriter;
+
+public enum SourceDBType {
+    TSDB, RDB
+}
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java
new file mode 100644
index 00000000..86e35c56
--- /dev/null
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java
@@ -0,0 +1,96 @@
+package com.alibaba.datax.plugin.writer.tsdbwriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.fastjson.JSON;
+import com.aliyun.hitsdb.client.value.request.MultiFieldPoint;
+import com.aliyun.hitsdb.client.value.request.Point;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+class TSDBConverter {
+
+    private static final Logger LOG = LoggerFactory.getLogger(TSDBConverter.class);
+
+    private List<String> columnName;
+    private List<String> columnType;
+
+    TSDBConverter(List<String> columnName, List<String> columnType) {
+        this.columnName = columnName;
+        this.columnType = columnType;
+        LOG.info("columnName: {}, columnType: {}", JSON.toJSONString(columnName), JSON.toJSONString(columnType));
+    }
+
+    List<Point> transRecord2Point(List<Record> records) {
+        List<Point> dps = new ArrayList<Point>();
+        for (Record record : records) {
+            List<Point.MetricBuilder> metricBuilders = new ArrayList<Point.MetricBuilder>();
+            Map<String, String> tags = new HashMap<String, String>();
+            Long time = 0L;
+
+            for (int i = 0; i < columnType.size(); i++) {
+                String type = columnType.get(i);
+                String name = columnName.get(i);
+                Column column = record.getColumn(i);
+                if (TSDBModel.TSDB_TAG.equals(type)) {
+                    tags.put(name, column.asString());
+                } else if (TSDBModel.TSDB_FIELD_DOUBLE.equals(type)) {
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asDouble()));
+                } else if (TSDBModel.TSDB_FIELD_STRING.equals(type)) {
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asString()));
+                } else if (TSDBModel.TSDB_FIELD_BOOL.equals(type)) {
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asBoolean()));
+                } else if (TSDBModel.TSDB_TIMESTAMP.equals(type)) {
+                    time = column.asLong();
+                } else if (TSDBModel.TSDB_METRIC_NUM.equals(type)) {
+                    // compatible with previous usage of TSDB_METRIC_NUM
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asDouble()));
+                } else if (TSDBModel.TSDB_METRIC_STRING.equals(type)) {
+                    // compatible with previous usage of TSDB_METRIC_STRING
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asString()));
+                }
+            }
+            for (Point.MetricBuilder metricBuilder : metricBuilders) {
+                dps.add(metricBuilder.tag(tags).timestamp(time).build(false));
+            }
+        }
+        return dps;
+    }
+
+    List<MultiFieldPoint> transRecord2MultiFieldPoint(List<Record> records, String tableName) {
+        List<MultiFieldPoint> dps = new ArrayList<MultiFieldPoint>();
+        for (Record record : records) {
+            MultiFieldPoint.MetricBuilder builder = MultiFieldPoint.metric(tableName);
+            for (int i = 0; i < columnType.size(); i++) {
+                String type = columnType.get(i);
+                String name = columnName.get(i);
+                Column column = record.getColumn(i);
+                if (TSDBModel.TSDB_TAG.equals(type)) {
+                    builder.tag(name, column.asString());
+                } else if (TSDBModel.TSDB_FIELD_DOUBLE.equals(type)) {
+                    builder.field(name, column.asDouble());
+                } else if (TSDBModel.TSDB_FIELD_STRING.equals(type)) {
+                    builder.field(name, column.asString());
+                } else if (TSDBModel.TSDB_FIELD_BOOL.equals(type)) {
+                    builder.field(name, column.asBoolean());
+                } else if (TSDBModel.TSDB_TIMESTAMP.equals(type)) {
+                    builder.timestamp(column.asLong());
+                } else if (TSDBModel.TSDB_METRIC_NUM.equals(type)) {
+                    // compatible with previous usage of TSDB_METRIC_NUM
+                    builder.field(name, column.asDouble());
+                } else if (TSDBModel.TSDB_METRIC_STRING.equals(type)) {
+                    // compatible with previous usage of TSDB_METRIC_STRING
+                    builder.field(name, column.asString());
+                }
+            }
+            MultiFieldPoint point = builder.build(false);
+            dps.add(point);
+        }
+        return dps;
+    }
+}
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBModel.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBModel.java
new file mode 100644
index 00000000..ead0e2cc
--- /dev/null
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBModel.java
@@ -0,0 +1,11 @@
+package com.alibaba.datax.plugin.writer.tsdbwriter;
+
+class TSDBModel {
+    static final String TSDB_METRIC_NUM = "metric_num";
+    static final String TSDB_METRIC_STRING = "metric_string";
+    static final String TSDB_TAG = "tag";
+    static final String TSDB_TIMESTAMP = "timestamp";
+    static final String TSDB_FIELD_DOUBLE = "field_double";
+    static final String TSDB_FIELD_STRING = "field_string";
+    static final String TSDB_FIELD_BOOL = "field_bool";
+}
\ No newline at end of file
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriter.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriter.java
index e410b2ba..85a32a07 100755
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriter.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriter.java
@@ -7,12 +7,20 @@ import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.RetryUtil;
 import com.alibaba.datax.plugin.writer.conn.TSDBConnection;
+import com.aliyun.hitsdb.client.TSDB;
+import com.aliyun.hitsdb.client.TSDBClientFactory;
+import com.aliyun.hitsdb.client.TSDBConfig;
+import com.aliyun.hitsdb.client.value.request.MultiFieldPoint;
+import com.aliyun.hitsdb.client.value.request.Point;
+import com.aliyun.hitsdb.client.value.response.batch.IgnoreErrorsResult;
+import com.aliyun.hitsdb.client.value.response.batch.MultiFieldIgnoreErrorsResult;
+import com.aliyun.hitsdb.client.value.response.batch.SummaryResult;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.ArrayList;
-import java.util.List;
+import java.io.IOException;
+import java.util.*;
 import java.util.concurrent.Callable;
 
 /**
@@ -26,6 +34,9 @@ import java.util.concurrent.Callable;
 @SuppressWarnings("unused")
 public class TSDBWriter extends Writer {
 
+    private static SourceDBType DB_TYPE;
+    private static TSDB tsdb = null;
+
     public static class Job extends Writer.Job {
 
         private static final Logger LOG = LoggerFactory.getLogger(Job.class);
@@ -34,33 +45,99 @@ public class TSDBWriter extends Writer {
 
         @Override
         public void init() {
-            this.originalConfig = super.getPluginJobConf();
+            originalConfig = super.getPluginJobConf();
 
-            String address = this.originalConfig.getString(Key.ENDPOINT);
-            if (StringUtils.isBlank(address)) {
+            // check source db type
+            String sourceDbType = originalConfig.getString(Key.SOURCE_DB_TYPE);
+            if (StringUtils.isBlank(sourceDbType)) {
+                sourceDbType = SourceDBType.TSDB.name();
+                originalConfig.set(Key.SOURCE_DB_TYPE, sourceDbType);
+                LOG.info("The parameter [" + Key.SOURCE_DB_TYPE + "] will be default value: " + SourceDBType.TSDB);
+            }
+            try {
+                DB_TYPE = SourceDBType.valueOf(sourceDbType);
+            } catch (Exception e) {
                 throw DataXException.asDataXException(TSDBWriterErrorCode.REQUIRED_VALUE,
-                        "The parameter [" + Key.ENDPOINT + "] is not set.");
+                        "The parameter [" + Key.SOURCE_DB_TYPE +
+                                "] is invalid, which should be one of [" + Arrays.toString(SourceDBType.values()) + "].");
             }
 
-            Integer batchSize = this.originalConfig.getInt(Key.BATCH_SIZE);
-            if (batchSize == null || batchSize < 1) {
-                originalConfig.set(Key.BATCH_SIZE, Constant.DEFAULT_BATCH_SIZE);
-                LOG.info("The parameter [" + Key.BATCH_SIZE +
-                        "] will be default value: " + Constant.DEFAULT_BATCH_SIZE);
-            }
+            // for tsdb
+            if (DB_TYPE == SourceDBType.TSDB) {
+                String address = originalConfig.getString(Key.ENDPOINT);
+                if (StringUtils.isBlank(address)) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.REQUIRED_VALUE,
+                            "The parameter [" + Key.ENDPOINT + "] is not set.");
+                }
 
-            Integer retrySize = this.originalConfig.getInt(Key.MAX_RETRY_TIME);
-            if (retrySize == null || retrySize < 0) {
-                originalConfig.set(Key.MAX_RETRY_TIME, Constant.DEFAULT_TRY_SIZE);
-                LOG.info("The parameter [" + Key.MAX_RETRY_TIME +
-                        "] will be default value: " + Constant.DEFAULT_TRY_SIZE);
-            }
+                String username = originalConfig.getString(Key.USERNAME, null);
+                if (StringUtils.isBlank(username)) {
+                    LOG.warn("The parameter [" + Key.USERNAME + "] is blank.");
+                }
+                String password = originalConfig.getString(Key.PASSWORD, null);
+                if (StringUtils.isBlank(password)) {
+                    LOG.warn("The parameter [" + Key.PASSWORD + "] is blank.");
+                }
+
+                Integer batchSize = originalConfig.getInt(Key.BATCH_SIZE);
+                if (batchSize == null || batchSize < 1) {
+                    originalConfig.set(Key.BATCH_SIZE, Constant.DEFAULT_BATCH_SIZE);
+                    LOG.info("The parameter [" + Key.BATCH_SIZE +
+                            "] will be default value: " + Constant.DEFAULT_BATCH_SIZE);
+                }
+
+                Integer retrySize = originalConfig.getInt(Key.MAX_RETRY_TIME);
+                if (retrySize == null || retrySize < 0) {
+                    originalConfig.set(Key.MAX_RETRY_TIME, Constant.DEFAULT_TRY_SIZE);
+                    LOG.info("The parameter [" + Key.MAX_RETRY_TIME +
+                            "] will be default value: " + Constant.DEFAULT_TRY_SIZE);
+                }
+
+                Boolean ignoreWriteError = originalConfig.getBool(Key.IGNORE_WRITE_ERROR);
+                if (ignoreWriteError == null) {
+                    originalConfig.set(Key.IGNORE_WRITE_ERROR, Constant.DEFAULT_IGNORE_WRITE_ERROR);
+                    LOG.info("The parameter [" + Key.IGNORE_WRITE_ERROR +
+                            "] will be default value: " + Constant.DEFAULT_IGNORE_WRITE_ERROR);
+                }
+            } else if (DB_TYPE == SourceDBType.RDB) {
+                // for rdb
+                originalConfig.getNecessaryValue(Key.ENDPOINT, TSDBWriterErrorCode.REQUIRED_VALUE);
+                originalConfig.getNecessaryValue(Key.COLUMN_TYPE, TSDBWriterErrorCode.REQUIRED_VALUE);
+                originalConfig.getNecessaryValue(Key.COLUMN, TSDBWriterErrorCode.REQUIRED_VALUE);
+                String endpoint = originalConfig.getString(Key.ENDPOINT);
+                String[] split = endpoint.split(":");
+                if (split.length != 3) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.REQUIRED_VALUE,
+                            "The parameter [" + Key.ENDPOINT + "] is invalid, which should be [http://IP:Port].");
+                }
+                String ip = split[1].substring(2);
+                int port = Integer.parseInt(split[2]);
+
+                String username = originalConfig.getString(Key.USERNAME, null);
+                if (StringUtils.isBlank(username)) {
+                    LOG.warn("The parameter [" + Key.USERNAME + "] is blank.");
+                }
+
+                String password = originalConfig.getString(Key.PASSWORD, null);
+                if (StringUtils.isBlank(password)) {
+                    LOG.warn("The parameter [" + Key.PASSWORD + "] is blank.");
+                }
+
+                if (!StringUtils.isBlank(password) && !StringUtils.isBlank(username)) {
+                    tsdb = TSDBClientFactory.connect(TSDBConfig.address(ip, port).basicAuth(username, password).config());
+                } else {
+                    tsdb = TSDBClientFactory.connect(TSDBConfig.address(ip, port).config());
+                }
+
+                String database = originalConfig.getString(Key.DATABASE, null);
+                if (StringUtils.isBlank(database)) {
+                    LOG.info("The parameter [" + Key.DATABASE + "] is blank.");
+                } else {
+                    tsdb.useDatabase(database);
+                }
+
+                LOG.info("Tsdb config:" + originalConfig.toJSON());
 
-            Boolean ignoreWriteError = this.originalConfig.getBool(Key.IGNORE_WRITE_ERROR);
-            if (ignoreWriteError == null) {
-                originalConfig.set(Key.IGNORE_WRITE_ERROR, Constant.DEFAULT_IGNORE_WRITE_ERROR);
-                LOG.info("The parameter [" + Key.IGNORE_WRITE_ERROR +
-                        "] will be default value: " + Constant.DEFAULT_IGNORE_WRITE_ERROR);
             }
         }
 
@@ -72,7 +149,7 @@ public class TSDBWriter extends Writer {
         public List<Configuration> split(int mandatoryNumber) {
             ArrayList<Configuration> configurations = new ArrayList<Configuration>(mandatoryNumber);
             for (int i = 0; i < mandatoryNumber; i++) {
-                configurations.add(this.originalConfig.clone());
+                configurations.add(originalConfig.clone());
             }
             return configurations;
         }
@@ -83,6 +160,14 @@ public class TSDBWriter extends Writer {
 
         @Override
         public void destroy() {
+            if (DB_TYPE == SourceDBType.RDB) {
+                if (tsdb != null) {
+                    try {
+                        tsdb.close();
+                    } catch (IOException ignored) {
+                    }
+                }
+            }
         }
     }
 
@@ -91,18 +176,87 @@ public class TSDBWriter extends Writer {
         private static final Logger LOG = LoggerFactory.getLogger(Task.class);
 
         private TSDBConnection conn;
+        private boolean multiField;
         private int batchSize;
         private int retrySize;
         private boolean ignoreWriteError;
+        private String tableName;
+        private TSDBConverter tsdbConverter;
 
         @Override
         public void init() {
             Configuration writerSliceConfig = getPluginJobConf();
-            String address = writerSliceConfig.getString(Key.ENDPOINT);
-            this.conn = new TSDBConnection(address);
-            this.batchSize = writerSliceConfig.getInt(Key.BATCH_SIZE);
-            this.retrySize = writerSliceConfig.getInt(Key.MAX_RETRY_TIME);
+
+            // single field | multi fields
+            this.multiField = writerSliceConfig.getBool(Key.MULTI_FIELD, false);
             this.ignoreWriteError = writerSliceConfig.getBool(Key.IGNORE_WRITE_ERROR);
+
+            // for tsdb
+            if (DB_TYPE == SourceDBType.TSDB) {
+                String address = writerSliceConfig.getString(Key.ENDPOINT);
+                String database = writerSliceConfig.getString(Key.DATABASE);
+                String username = writerSliceConfig.getString(Key.USERNAME);
+                String password = writerSliceConfig.getString(Key.PASSWORD);
+                this.conn = new TSDBConnection(address, database, username, password);
+                this.batchSize = writerSliceConfig.getInt(Key.BATCH_SIZE);
+                this.retrySize = writerSliceConfig.getInt(Key.MAX_RETRY_TIME);
+
+            } else if (DB_TYPE == SourceDBType.RDB) {
+                // for rdb
+                int timeSize = 0;
+                int fieldSize = 0;
+                int tagSize = 0;
+                batchSize = writerSliceConfig.getInt(Key.BATCH_SIZE, 100);
+                List<String> columnName = writerSliceConfig.getList(Key.COLUMN, String.class);
+                List<String> columnType = writerSliceConfig.getList(Key.COLUMN_TYPE, String.class);
+                Set<String> typeSet = new HashSet<String>(columnType);
+                if (columnName.size() != columnType.size()) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.COLUMN_TYPE + "] should has same length with [" + Key.COLUMN + "].");
+                }
+
+                for (String type : columnType) {
+                    if (TSDBModel.TSDB_TAG.equals(type)) {
+                        tagSize ++;
+                    } else if (TSDBModel.TSDB_FIELD_DOUBLE.equals(type) || TSDBModel.TSDB_FIELD_STRING.equals(type)
+                            || TSDBModel.TSDB_FIELD_BOOL.equals(type)) {
+                        fieldSize++;
+                    } else if (TSDBModel.TSDB_TIMESTAMP.equals(type)) {
+                        timeSize++;
+                    }
+                }
+
+                if (fieldSize == 0) {
+                    // compatible with previous usage of TSDB_METRIC_NUM and TSDB_METRIC_STRING
+                    if (!typeSet.contains(TSDBModel.TSDB_METRIC_NUM) && !typeSet.contains(TSDBModel.TSDB_METRIC_STRING)) {
+                        throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                                "The parameter [" + Key.COLUMN_TYPE + "] is invalid, must set at least one of "
+                                        + TSDBModel.TSDB_FIELD_DOUBLE + ", " + TSDBModel.TSDB_FIELD_STRING + " or " + TSDBModel.TSDB_FIELD_BOOL + ".");
+                    }
+                }
+
+                if (tagSize == 0) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.COLUMN_TYPE + "] is invalid, must set " + TSDBModel.TSDB_TAG + ". ");
+                }
+
+                if (timeSize != 1) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.COLUMN_TYPE + "] is invalid, must set one and only one "
+                                    + TSDBModel.TSDB_TIMESTAMP + ".");
+                }
+
+                if (multiField) {
+                    // check source db type
+                    tableName = writerSliceConfig.getString(Key.TABLE);
+                    if (StringUtils.isBlank(tableName)) {
+                        throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                                "The parameter [" + Key.TABLE + "] h must set when use multi field input.");
+                    }
+                }
+                tsdbConverter = new TSDBConverter(columnName, columnType);
+
+            }
         }
 
         @Override
@@ -111,30 +265,52 @@ public class TSDBWriter extends Writer {
 
         @Override
         public void startWrite(RecordReceiver recordReceiver) {
-            try {
-                Record lastRecord = null;
-                Record record;
-                int count = 0;
-                StringBuilder dps = new StringBuilder();
-                while ((record = recordReceiver.getFromReader()) != null) {
-                    final int recordLength = record.getColumnNumber();
-                    for (int i = 0; i < recordLength; i++) {
-                        dps.append(record.getColumn(i).asString());
-                        dps.append(",");
-                        count++;
-                        if (count == batchSize) {
-                            count = 0;
-                            batchPut(record, "[" + dps.substring(0, dps.length() - 1) + "]");
-                            dps = new StringBuilder();
+            // for tsdb
+            if (DB_TYPE == SourceDBType.TSDB) {
+                try {
+                    Record lastRecord = null;
+                    Record record;
+                    int count = 0;
+                    StringBuilder dps = new StringBuilder();
+                    while ((record = recordReceiver.getFromReader()) != null) {
+                        final int recordLength = record.getColumnNumber();
+                        for (int i = 0; i < recordLength; i++) {
+                            dps.append(record.getColumn(i).asString());
+                            dps.append(",");
+                            count++;
+                            if (count == batchSize) {
+                                count = 0;
+                                batchPut(record, "[" + dps.substring(0, dps.length() - 1) + "]");
+                                dps = new StringBuilder();
+                            }
                         }
+                        lastRecord = record;
                     }
-                    lastRecord = record;
+                    if (StringUtils.isNotBlank(dps.toString())) {
+                        batchPut(lastRecord, "[" + dps.substring(0, dps.length() - 1) + "]");
+                    }
+                } catch (Exception e) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION, e);
                 }
-                if (StringUtils.isNotBlank(dps.toString())) {
-                    batchPut(lastRecord, "[" + dps.substring(0, dps.length() - 1) + "]");
+            } else if (DB_TYPE == SourceDBType.RDB) {
+                // for rdb
+                List<Record> writerBuffer = new ArrayList<Record>(this.batchSize);
+                Record record;
+                long total = 0;
+                while ((record = recordReceiver.getFromReader()) != null) {
+                    writerBuffer.add(record);
+                    if (writerBuffer.size() >= this.batchSize) {
+                        total += doBatchInsert(writerBuffer);
+                        writerBuffer.clear();
+                    }
                 }
-            } catch (Exception e) {
-                throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION, e);
+                if (!writerBuffer.isEmpty()) {
+                    total += doBatchInsert(writerBuffer);
+                    writerBuffer.clear();
+                }
+                getTaskPluginCollector().collectMessage("write size", total + "");
+                LOG.info("Task finished, write size: {}", total);
+
             }
         }
 
@@ -143,12 +319,13 @@ public class TSDBWriter extends Writer {
                 RetryUtil.executeWithRetry(new Callable<Integer>() {
                     @Override
                     public Integer call() {
-                        if (!conn.put(dps)) {
-                            getTaskPluginCollector().collectDirtyRecord(record, "Put data points failed!");
-                            throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION,
-                                    "Put data points failed!");
+                        final boolean success = multiField ? conn.mput(dps) : conn.put(dps);
+                        if (success) {
+                            return 0;
                         }
-                        return 0;
+                        getTaskPluginCollector().collectDirtyRecord(record, "Put data points failed!");
+                        throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION,
+                                "Put data points failed!");
                     }
                 }, retrySize, 60000L, true);
             } catch (Exception e) {
@@ -160,6 +337,47 @@ public class TSDBWriter extends Writer {
             }
         }
 
+        private long doBatchInsert(final List<Record> writerBuffer) {
+            int size;
+            if (ignoreWriteError) {
+                if (multiField) {
+                    List<MultiFieldPoint> points = tsdbConverter.transRecord2MultiFieldPoint(writerBuffer, tableName);
+                    size = points.size();
+                    MultiFieldIgnoreErrorsResult ignoreErrorsResult = tsdb.multiFieldPutSync(points, MultiFieldIgnoreErrorsResult.class);
+                    if (ignoreErrorsResult == null) {
+                        LOG.error("Unexpected inner error for insert");
+                    } else if (ignoreErrorsResult.getFailed() > 0) {
+                        LOG.error("write TSDB failed num:" + ignoreErrorsResult.getFailed());
+                    }
+                } else {
+                    List<Point> points = tsdbConverter.transRecord2Point(writerBuffer);
+                    size = points.size();
+                    IgnoreErrorsResult ignoreErrorsResult = tsdb.putSync(points, IgnoreErrorsResult.class);
+                    if (ignoreErrorsResult == null) {
+                        LOG.error("Unexpected inner error for insert");
+                    } else if (ignoreErrorsResult.getFailed() > 0) {
+                        LOG.error("write TSDB failed num:" + ignoreErrorsResult.getFailed());
+                    }
+                }
+            } else {
+                SummaryResult summaryResult;
+                if (multiField) {
+                    List<MultiFieldPoint> points = tsdbConverter.transRecord2MultiFieldPoint(writerBuffer, tableName);
+                    size = points.size();
+                    summaryResult = tsdb.multiFieldPutSync(points, SummaryResult.class);
+                } else {
+                    List<Point> points = tsdbConverter.transRecord2Point(writerBuffer);
+                    size = points.size();
+                    summaryResult = tsdb.putSync(points, SummaryResult.class);
+                }
+                if (summaryResult.getFailed() > 0) {
+                    LOG.error("write TSDB failed num:" + summaryResult.getFailed());
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION, "Write TSDB failed", new Exception());
+                }
+            }
+            return size;
+        }
+
         @Override
         public void post() {
         }
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriterErrorCode.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriterErrorCode.java
index f907fb67..ab4c3894 100755
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriterErrorCode.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriterErrorCode.java
@@ -13,6 +13,7 @@ import com.alibaba.datax.common.spi.ErrorCode;
 public enum TSDBWriterErrorCode implements ErrorCode {
 
     REQUIRED_VALUE("TSDBWriter-00", "Missing the necessary value"),
+    ILLEGAL_VALUE("TSDBWriter-01", "Illegal value"),
     RUNTIME_EXCEPTION("TSDBWriter-01", "Runtime exception"),
     RETRY_WRITER_EXCEPTION("TSDBWriter-02", "After repeated attempts, the write still fails");
 
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java
index b81512f7..29b14dab 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java
@@ -1,11 +1,14 @@
 package com.alibaba.datax.plugin.writer.util;
 
 import com.alibaba.fastjson.JSON;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.http.client.fluent.Content;
 import org.apache.http.client.fluent.Request;
 import org.apache.http.entity.ContentType;
 
 import java.nio.charset.Charset;
+import java.nio.charset.StandardCharsets;
+import java.util.Base64;
 import java.util.Map;
 import java.util.concurrent.TimeUnit;
 
@@ -19,43 +22,44 @@ import java.util.concurrent.TimeUnit;
  */
 public final class HttpUtils {
 
-    public final static Charset UTF_8 = Charset.forName("UTF-8");
     public final static int CONNECT_TIMEOUT_DEFAULT_IN_MILL = (int) TimeUnit.SECONDS.toMillis(60);
     public final static int SOCKET_TIMEOUT_DEFAULT_IN_MILL = (int) TimeUnit.SECONDS.toMillis(60);
 
+    private static final String CREDENTIALS_FORMAT = "%s:%s";
+    private static final String BASIC_AUTHENTICATION_FORMAT = "Basic %s";
+
     private HttpUtils() {
     }
 
-    public static String get(String url) throws Exception {
-        Content content = Request.Get(url)
+    public static String get(String url, String username, String password) throws Exception {
+        final Request request = Request.Get(url)
                 .connectTimeout(CONNECT_TIMEOUT_DEFAULT_IN_MILL)
-                .socketTimeout(SOCKET_TIMEOUT_DEFAULT_IN_MILL)
+                .socketTimeout(SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+        addAuth(request, username, password);
+        Content content = request
                 .execute()
                 .returnContent();
         if (content == null) {
             return null;
         }
-        return content.asString(UTF_8);
+        return content.asString(StandardCharsets.UTF_8);
     }
 
-    public static String post(String url, Map<String, Object> params) throws Exception {
-        return post(url, JSON.toJSONString(params), CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+    public static String post(String url, String username, String password, Map<String, Object> params) throws Exception {
+        return post(url, username, password, JSON.toJSONString(params), CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
     }
 
-    public static String post(String url, String params) throws Exception {
-        return post(url, params, CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+    public static String post(String url, String username, String password, String params) throws Exception {
+        return post(url, username, password, params, CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
     }
 
-    public static String post(String url, Map<String, Object> params,
+    public static String post(String url, String username, String password, String params,
                               int connectTimeoutInMill, int socketTimeoutInMill) throws Exception {
-        return post(url, JSON.toJSONString(params), connectTimeoutInMill, socketTimeoutInMill);
-    }
-
-    public static String post(String url, String params,
-                              int connectTimeoutInMill, int socketTimeoutInMill) throws Exception {
-        Content content = Request.Post(url)
+        Request request = Request.Post(url)
                 .connectTimeout(connectTimeoutInMill)
-                .socketTimeout(socketTimeoutInMill)
+                .socketTimeout(socketTimeoutInMill);
+        addAuth(request, username, password);
+        Content content = request
                 .addHeader("Content-Type", "application/json")
                 .bodyString(params, ContentType.APPLICATION_JSON)
                 .execute()
@@ -63,6 +67,22 @@ public final class HttpUtils {
         if (content == null) {
             return null;
         }
-        return content.asString(UTF_8);
+        return content.asString(StandardCharsets.UTF_8);
+    }
+
+    private static void addAuth(Request request, String username, String password) {
+        String authorization = generateHttpAuthorization(username, password);
+        if (authorization != null) {
+            request.setHeader("Authorization", authorization);
+        }
+    }
+
+    private static String generateHttpAuthorization(String username, String password) {
+        if (StringUtils.isBlank(username) || StringUtils.isBlank(password)) {
+            return null;
+        }
+        String credentials = String.format(CREDENTIALS_FORMAT, username, password);
+        credentials = Base64.getEncoder().encodeToString(credentials.getBytes());
+        return String.format(BASIC_AUTHENTICATION_FORMAT, credentials);
     }
 }
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java
index ed01d877..d57c5935 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java
@@ -2,6 +2,7 @@ package com.alibaba.datax.plugin.writer.util;
 
 import com.alibaba.datax.plugin.writer.conn.DataPoint4TSDB;
 import com.alibaba.fastjson.JSON;
+import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -22,45 +23,56 @@ public final class TSDBUtils {
     private TSDBUtils() {
     }
 
-    public static String version(String address) {
+    public static String version(String address, String username, String password) {
         String url = String.format("%s/api/version", address);
         String rsp;
         try {
-            rsp = HttpUtils.get(url);
+            rsp = HttpUtils.get(url, username, password);
         } catch (Exception e) {
             throw new RuntimeException(e);
         }
         return rsp;
     }
 
-    public static String config(String address) {
+    public static String config(String address, String username, String password) {
         String url = String.format("%s/api/config", address);
         String rsp;
         try {
-            rsp = HttpUtils.get(url);
+            rsp = HttpUtils.get(url, username, password);
         } catch (Exception e) {
             throw new RuntimeException(e);
         }
         return rsp;
     }
 
-    public static boolean put(String address, List<DataPoint4TSDB> dps) {
-        return put(address, JSON.toJSON(dps));
+    public static boolean put(String address, String database, String username, String password, List<DataPoint4TSDB> dps) {
+        return put(address, database, username, password, JSON.toJSON(dps));
     }
 
-    public static boolean put(String address, DataPoint4TSDB dp) {
-        return put(address, JSON.toJSON(dp));
+    public static boolean put(String address, String database, String username, String password, DataPoint4TSDB dp) {
+        return put(address, database, username, password, JSON.toJSON(dp));
     }
 
-    private static boolean put(String address, Object o) {
-        return put(address, o.toString());
+    private static boolean put(String address, String database, String username, String password, Object o) {
+        return put(address, database, username, password, o.toString());
     }
 
-    public static boolean put(String address, String s) {
-        String url = String.format("%s/api/put", address);
+    public static boolean put(String address, String database, String username, String password, String s) {
+        return put(address, database, username, password, s, false);
+    }
+
+    public static boolean mput(String address, String database, String username, String password, String s) {
+        return put(address, database, username, password, s, true);
+    }
+
+    public static boolean put(String address, String database, String username, String password, String s, boolean multiField) {
+        String url = address + (multiField ? "/api/mput" : "/api/put");
+        if (!StringUtils.isBlank(database)) {
+            url = url.concat("?db=" + database);
+        }
         String rsp;
         try {
-            rsp = HttpUtils.post(url, s);
+            rsp = HttpUtils.post(url, username, password, s);
             // If successful, the returned content should be null.
             assert rsp == null;
         } catch (Exception e) {

From f2f4a1cf5e3ac5fe418ac67b739c9beffeeb7d8b Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Wed, 15 Dec 2021 15:31:03 +0800
Subject: [PATCH 111/251] Use UTF-8 as default charset

---
 .../plugin/writer/tdenginewriter/DefaultDataHandler.java     | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 91c2b7e3..a8704f24 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -3,6 +3,7 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.taosdata.jdbc.TSDBDriver;
 import com.taosdata.jdbc.TSDBPreparedStatement;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -76,8 +77,10 @@ public class DefaultDataHandler implements DataHandler {
             return null;
         }
         String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", host, port, dbname, user, password);
+        Properties connProps = new Properties();
+        connProps.setProperty(TSDBDriver.PROPERTY_KEY_CHARSET, "UTF-8");
         LOG.info("TDengine connection established, host:{} port:{} dbname:{} user:{}", host, port, dbname, user);
-        return DriverManager.getConnection(jdbcUrl);
+        return DriverManager.getConnection(jdbcUrl, connProps);
     }
 
     /**

From 6d27133ff4a1be5735d8a8ceb19b5d5cabf3f333 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Wed, 15 Dec 2021 15:31:03 +0800
Subject: [PATCH 112/251] Use UTF-8 as default charset

---
 .../plugin/writer/tdenginewriter/DefaultDataHandler.java     | 5 ++++-
 1 file changed, 4 insertions(+), 1 deletion(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 91c2b7e3..a8704f24 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -3,6 +3,7 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.taosdata.jdbc.TSDBDriver;
 import com.taosdata.jdbc.TSDBPreparedStatement;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -76,8 +77,10 @@ public class DefaultDataHandler implements DataHandler {
             return null;
         }
         String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", host, port, dbname, user, password);
+        Properties connProps = new Properties();
+        connProps.setProperty(TSDBDriver.PROPERTY_KEY_CHARSET, "UTF-8");
         LOG.info("TDengine connection established, host:{} port:{} dbname:{} user:{}", host, port, dbname, user);
-        return DriverManager.getConnection(jdbcUrl);
+        return DriverManager.getConnection(jdbcUrl, connProps);
     }
 
     /**

From 12483fe75a9d064ffca31d8493069687ac89aa5c Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Thu, 16 Dec 2021 11:36:44 +0800
Subject: [PATCH 113/251] [TD-10786]<feature>: tdenginereader implementation

---
 package.xml                                   |   7 +
 pom.xml                                       |   1 +
 tdenginereader/doc/tdenginereader.md          | 162 ++++++++++
 tdenginereader/pom.xml                        | 101 ++++++
 tdenginereader/src/main/assembly/package.xml  |  34 ++
 .../com/alibaba/datax/plugin/reader/Key.java  |  19 ++
 .../datax/plugin/reader/TDengineReader.java   | 291 ++++++++++++++++++
 .../reader/TDengineReaderErrorCode.java       |  33 ++
 tdenginereader/src/main/resources/plugin.json |   9 +
 .../main/resources/plugin_job_template.json   |  14 +
 .../plugin/reader/TDengineReaderTest.java     |  47 +++
 11 files changed, 718 insertions(+)
 create mode 100644 tdenginereader/doc/tdenginereader.md
 create mode 100644 tdenginereader/pom.xml
 create mode 100755 tdenginereader/src/main/assembly/package.xml
 create mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
 create mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
 create mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
 create mode 100755 tdenginereader/src/main/resources/plugin.json
 create mode 100644 tdenginereader/src/main/resources/plugin_job_template.json
 create mode 100644 tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java

diff --git a/package.xml b/package.xml
index d95feb40..3f024f9d 100755
--- a/package.xml
+++ b/package.xml
@@ -180,6 +180,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>tdenginereader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
 
         <!-- writer -->
         <fileSet>
diff --git a/pom.xml b/pom.xml
index 1a9da81b..72241137 100644
--- a/pom.xml
+++ b/pom.xml
@@ -108,6 +108,7 @@
         <module>hbase20xsqlreader</module>
         <module>hbase20xsqlwriter</module>
         <module>kuduwriter</module>
+        <module>tdenginereader</module>
     </modules>
 
     <dependencyManagement>
diff --git a/tdenginereader/doc/tdenginereader.md b/tdenginereader/doc/tdenginereader.md
new file mode 100644
index 00000000..3c683a64
--- /dev/null
+++ b/tdenginereader/doc/tdenginereader.md
@@ -0,0 +1,162 @@
+# DataX TDengineReader
+
+## 1 快速介绍
+
+TDengineReader 插件实现了 TDengine 读取数据的功能。
+
+## 2 实现原理
+
+TDengineReader 通过TDengine的JDBC driver查询获取数据。
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "user": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "meters"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "ts",
+              "current",
+              "voltage",
+              "phase"
+            ],
+            "beginDateTime": "2017-07-14 10:40:00",
+            "endDateTime": "2017-08-14 10:40:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+### 3.2 参数说明
+
+* **username**
+    * 描述：TDengine实例的用户名 <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **password**
+    * 描述：TDengine实例的密码 <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **table**
+    * 描述：所选取的需要同步的表。使用JSON的数组描述，因此支持多张表同时抽取。当配置为多张表时，用户自己需保证多张表是同一schema结构，
+      TDengineReader不予检查表是否同一逻辑表。注意，table必须包含在connection配置单元中。<br />
+    * 必选：是  <br />
+    * 默认值：无 <br />
+* **jdbcUrl**
+    * 描述：TDengine数据库的JDBC连接信息。注意，jdbcUrl必须包含在connection配置单元中。JdbcUrl具体请参看TDengine官方文档。
+    * 必选：是 <br />
+    * 默认值：无<br />
+* **beginDateTime**
+    * 描述：数据的开始时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **endDateTime**
+    * 描述：数据的结束时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **splitInterval**
+    * 描述：按照splitInterval来划分task, 每splitInterval创建一个task。例如，20d代表按照每20天的数据划分为1个task。
+      可以配置的时间单位为：d（天）, h（小时）, m（分钟）, s（秒） <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+
+### 3.3 类型转换
+| TDengine 数据类型 | DataX 内部类型 |
+| --------------- | ------------- |
+| TINYINT         | Long          |
+| SMALLINT        | Long          |
+| INTEGER         | Long          |
+| BIGINT          | Long          |
+| FLOAT           | Double        |
+| DOUBLE          | Double        |
+| BOOLEAN         | Bool          |
+| TIMESTAMP       | Date          |
+| BINARY          | Bytes         |
+| NCHAR           | String        |
+
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+
+建表语句：
+
+单行记录类似于：
+
+#### 4.1.2 机器参数
+
+* 执行DataX的机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc: DataX 数据不落磁盘，不统计此项
+
+* TDengine数据库机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc:
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+#### 4.2.1 单表测试报告
+
+| 通道数| DataX速度(Rec/s)|DataX流量(MB/s)| DataX机器网卡流出流量(MB/s)|DataX机器运行负载|DB网卡进入流量(MB/s)|DB运行负载|DB TPS|
+|--------| --------|--------|--------|--------|--------|--------|--------|
+|1|                  |                 |                             |                   |                      |            |        |
+|4|                  |                 |                             |                   |                      |            |        |
+|8|                  |                 |                             |                   |                      |            |        |
+|16|                  |                 |                             |                   |                      |            |        |
+|32|                  |                 |                             |                   |                      |            |        |
+
+说明：
+
+1. 这里的单表，主键类型为 bigint(20),自增。
+2. batchSize 和 通道个数，对性能影响较大。
+
+#### 4.2.4 性能测试小结
+
+1.
+2.
+
+## 5 约束限制
+
+## FAQ
\ No newline at end of file
diff --git a/tdenginereader/pom.xml b/tdenginereader/pom.xml
new file mode 100644
index 00000000..8c0f6645
--- /dev/null
+++ b/tdenginereader/pom.xml
@@ -0,0 +1,101 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>tdenginereader</artifactId>
+
+    <properties>
+        <maven.compiler.source>8</maven.compiler.source>
+        <maven.compiler.target>8</maven.compiler.target>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>com.taosdata.jdbc</groupId>
+            <artifactId>taos-jdbcdriver</artifactId>
+            <version>2.0.34</version>
+        </dependency>
+
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit-version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>plugin-rdbms-util</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>compile</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>2.12.4</version>
+                <configuration>
+                    <!-- 包含哪些测试用例 -->
+                    <includes>
+                        <include>**/*Test.java</include>
+                    </includes>
+                    <!-- 不包含哪些测试用例 -->
+                    <excludes>
+                    </excludes>
+                    <testFailureIgnore>true</testFailureIgnore>
+                </configuration>
+            </plugin>
+
+        </plugins>
+    </build>
+
+</project>
\ No newline at end of file
diff --git a/tdenginereader/src/main/assembly/package.xml b/tdenginereader/src/main/assembly/package.xml
new file mode 100755
index 00000000..b52f20fb
--- /dev/null
+++ b/tdenginereader/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+          xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/reader/tdenginereader</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>tdenginereader-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/reader/tdenginereader</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/reader/tdenginereader/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
new file mode 100644
index 00000000..eddf98eb
--- /dev/null
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
@@ -0,0 +1,19 @@
+package com.alibaba.datax.plugin.reader;
+
+public class Key {
+
+    public static final String JDBC_URL = "jdbcUrl";
+//    public static final String HOST = "host";
+//    public static final String PORT = "port";
+//    public static final String DB = "db";
+    public static final String TABLE = "table";
+    public static final String USER = "user";
+    public static final String PASSWORD = "password";
+    public static final String CONNECTION = "connection";
+//    public static final String SQL = "sql";
+    public static final String BEGIN_DATETIME = "beginDateTime";
+    public static final String END_DATETIME = "endDateTime";
+    public static final String SPLIT_INTERVAL = "splitInterval";
+    public static final String COLUMN = "column";
+    public static final String MANDATORY_ENCODING = "mandatoryEncoding";
+}
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
new file mode 100644
index 00000000..dfdce7b4
--- /dev/null
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -0,0 +1,291 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.constant.CommonConstant;
+import com.alibaba.datax.common.element.*;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordSender;
+import com.alibaba.datax.common.spi.Reader;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.fastjson.JSON;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.UnsupportedEncodingException;
+import java.sql.*;
+import java.text.ParseException;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+
+public class TDengineReader extends Reader {
+    private static final String DATETIME_FORMAT = "yyyy-MM-dd HH:mm:ss";
+
+    public static class Job extends Reader.Job {
+
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        private Configuration originalConfig;
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            // check user
+            String user = this.originalConfig.getString(Key.USER);
+            if (StringUtils.isBlank(user))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.USER + "] is not set.");
+
+            // check password
+            String password = this.originalConfig.getString(Key.PASSWORD);
+            if (StringUtils.isBlank(password))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.PASSWORD + "] is not set.");
+
+            SimpleDateFormat format = new SimpleDateFormat(DATETIME_FORMAT);
+            // check beginDateTime
+            String beginDatetime = this.originalConfig.getString(Key.BEGIN_DATETIME);
+            if (StringUtils.isBlank(beginDatetime))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.BEGIN_DATETIME + "] is not set.");
+            Long start;
+            try {
+                start = format.parse(beginDatetime).getTime();
+            } catch (ParseException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.BEGIN_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
+            }
+
+            // check endDateTime
+            String endDatetime = this.originalConfig.getString(Key.END_DATETIME);
+            if (StringUtils.isBlank(endDatetime))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.END_DATETIME + "] is not set.");
+            Long end;
+            try {
+                end = format.parse(endDatetime).getTime();
+            } catch (ParseException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.END_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
+            }
+            if (start >= end)
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.BEGIN_DATETIME + "] should be less than the parameter [" + Key.END_DATETIME + "].");
+
+            // check splitInterval
+            String splitInterval = this.originalConfig.getString(Key.SPLIT_INTERVAL);
+            Long split;
+            if (StringUtils.isBlank(splitInterval))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.SPLIT_INTERVAL + "] is not set.");
+            try {
+                split = parseSplitInterval(splitInterval);
+            } catch (Exception e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.SPLIT_INTERVAL + "] should be like: \"123d|h|m|s\", error: " + e.getMessage());
+            }
+
+            this.originalConfig.set(Key.BEGIN_DATETIME, start);
+            this.originalConfig.set(Key.END_DATETIME, end);
+            this.originalConfig.set(Key.SPLIT_INTERVAL, split);
+
+            // check connection
+            List<Object> connection = this.originalConfig.getList(Key.CONNECTION);
+            if (connection == null || connection.isEmpty())
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.CONNECTION + "] is not set.");
+            for (int i = 0; i < connection.size(); i++) {
+                Configuration conn = Configuration.from(connection.get(i).toString());
+                List<Object> table = conn.getList(Key.TABLE);
+                if (table == null || table.isEmpty())
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.TABLE + "] of connection[" + (i + 1) + "] is not set.");
+                String jdbcUrl = conn.getString(Key.JDBC_URL);
+                if (StringUtils.isBlank(jdbcUrl))
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.JDBC_URL + "] of connection[" + (i + 1) + "] is not set.");
+            }
+
+            // check column
+            List<Object> column = this.originalConfig.getList(Key.COLUMN);
+            if (column == null || column.isEmpty())
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.CONNECTION + "] is not set or is empty.");
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public List<Configuration> split(int adviceNumber) {
+            List<Configuration> configurations = new ArrayList<>();
+            // do split
+            Long start = this.originalConfig.getLong(Key.BEGIN_DATETIME);
+            Long end = this.originalConfig.getLong(Key.END_DATETIME);
+            Long split = this.originalConfig.getLong(Key.SPLIT_INTERVAL);
+
+            List<Object> conns = this.originalConfig.getList(Key.CONNECTION);
+
+            for (Long ts = start; ts < end; ts += split) {
+                for (int i = 0; i < conns.size(); i++) {
+                    Configuration clone = this.originalConfig.clone();
+                    clone.remove(Key.SPLIT_INTERVAL);
+
+                    clone.set(Key.BEGIN_DATETIME, ts);
+                    clone.set(Key.END_DATETIME, Math.min(ts + split, end));
+
+                    Configuration conf = Configuration.from(conns.get(i).toString());
+                    String jdbcUrl = conf.getString(Key.JDBC_URL);
+                    clone.set(Key.JDBC_URL, jdbcUrl);
+                    clone.set(Key.TABLE, conf.getList(Key.TABLE));
+
+                    // 抽取 jdbcUrl 中的 ip/port 进行资源使用的打标，以提供给 core 做有意义的 shuffle 操作
+                    clone.set(CommonConstant.LOAD_BALANCE_RESOURCE_MARK, DataBaseType.parseIpFromJdbcUrl(jdbcUrl));
+                    clone.remove(Key.CONNECTION);
+
+                    configurations.add(clone);
+                    LOG.info("Configuration: {}", JSON.toJSONString(clone));
+                }
+            }
+            return configurations;
+        }
+    }
+
+    public static class Task extends Reader.Task {
+        private static final Logger LOG = LoggerFactory.getLogger(Task.class);
+        private Connection conn;
+
+        private Long startTime;
+        private Long endTime;
+        private List<String> tables;
+        private List<String> columns;
+        private String mandatoryEncoding;
+
+        @Override
+        public void init() {
+            Configuration readerSliceConfig = super.getPluginJobConf();
+            LOG.info("getPluginJobConf: {}", JSON.toJSONString(readerSliceConfig));
+
+            String url = readerSliceConfig.getString(Key.JDBC_URL);
+            if (StringUtils.isBlank(url))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                        "The parameter [" + Key.JDBC_URL + "] is not set.");
+
+            tables = readerSliceConfig.getList(Key.TABLE, String.class);
+            columns = readerSliceConfig.getList(Key.COLUMN, String.class);
+
+            String user = readerSliceConfig.getString(Key.USER);
+            String password = readerSliceConfig.getString(Key.PASSWORD);
+
+            try {
+                conn = DriverManager.getConnection(url, user, password);
+            } catch (SQLException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.CONNECTION_FAILED,
+                        "The parameter [" + Key.JDBC_URL + "] : " + url + " failed to connect since: " + e.getMessage());
+            }
+
+            this.mandatoryEncoding = readerSliceConfig.getString(Key.MANDATORY_ENCODING, "");
+
+            startTime = readerSliceConfig.getLong(Key.BEGIN_DATETIME);
+            endTime = readerSliceConfig.getLong(Key.END_DATETIME);
+        }
+
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public void startRead(RecordSender recordSender) {
+            try (Statement stmt = conn.createStatement()) {
+                for (int i = 0; i < tables.size(); i++) {
+                    String sql = "select " + StringUtils.join(columns, ",") + " from " + tables.get(i) + " where _c0 >= " + startTime + " and _c0 < " + endTime;
+                    ResultSet rs = stmt.executeQuery(sql);
+                    ResultSetMetaData metaData = rs.getMetaData();
+                    while (rs.next()) {
+                        transportOneRecord(recordSender, rs, metaData, metaData.getColumnCount(), this.mandatoryEncoding);
+                    }
+                }
+            } catch (SQLException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "获取或发送数据点的过程中出错！", e);
+            } finally {
+                try {
+                    if (conn != null)
+                        conn.close();
+                } catch (SQLException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+
+        private Record transportOneRecord(RecordSender recordSender, ResultSet rs, ResultSetMetaData metaData, int columnCount, String mandatoryEncoding) {
+            Record record = buildRecord(recordSender, rs, metaData, columnCount, mandatoryEncoding);
+            recordSender.sendToWriter(record);
+            return record;
+        }
+
+        private Record buildRecord(RecordSender recordSender, ResultSet rs, ResultSetMetaData metaData, int columnCount, String mandatoryEncoding) {
+            Record record = recordSender.createRecord();
+
+            try {
+                for (int i = 1; i <= columnCount; i++) {
+                    int columnType = metaData.getColumnType(i);
+                    switch (columnType) {
+                        case Types.SMALLINT:
+                        case Types.TINYINT:
+                        case Types.INTEGER:
+                        case Types.BIGINT:
+                            record.addColumn(new LongColumn(rs.getString(i)));
+                            break;
+                        case Types.FLOAT:
+                        case Types.DOUBLE:
+                            record.addColumn(new DoubleColumn(rs.getString(i)));
+                            break;
+                        case Types.BOOLEAN:
+                            record.addColumn(new BoolColumn(rs.getBoolean(i)));
+                            break;
+                        case Types.TIMESTAMP:
+                            record.addColumn(new DateColumn(rs.getTimestamp(i)));
+                            break;
+                        case Types.BINARY:
+                            record.addColumn(new BytesColumn(rs.getBytes(i)));
+                            break;
+                        case Types.NCHAR:
+                            String rawData;
+                            if (StringUtils.isBlank(mandatoryEncoding)) {
+                                rawData = rs.getString(i);
+                            } else {
+                                rawData = new String((rs.getBytes(i) == null ? new byte[0] : rs.getBytes(i)), mandatoryEncoding);
+                            }
+                            record.addColumn(new StringColumn(rawData));
+                            break;
+                    }
+                }
+            } catch (SQLException | UnsupportedEncodingException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "获取或发送数据点的过程中出错！", e);
+            }
+            return record;
+        }
+    }
+
+    private static final long second = 1000;
+    private static final long minute = 60 * second;
+    private static final long hour = 60 * minute;
+    private static final long day = 24 * hour;
+
+    private static Long parseSplitInterval(String splitInterval) throws Exception {
+        Pattern compile = Pattern.compile("^(\\d+)([dhms])$");
+        Matcher matcher = compile.matcher(splitInterval);
+        while (matcher.find()) {
+            Long value = Long.valueOf(matcher.group(1));
+            if (value == 0)
+                throw new Exception("invalid splitInterval: 0");
+            char unit = matcher.group(2).charAt(0);
+            switch (unit) {
+                case 'd':
+                    return value * day;
+                default:
+                case 'h':
+                    return value * hour;
+                case 'm':
+                    return value * minute;
+                case 's':
+                    return value * second;
+            }
+        }
+        throw new Exception("invalid splitInterval: " + splitInterval);
+    }
+
+}
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
new file mode 100644
index 00000000..68bc11e7
--- /dev/null
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
@@ -0,0 +1,33 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum TDengineReaderErrorCode implements ErrorCode {
+
+    REQUIRED_VALUE("TDengineReader-00", "缺失必要的值"),
+    ILLEGAL_VALUE("TDengineReader-01", "值非法"),
+    CONNECTION_FAILED("TDengineReader-02", "连接错误");
+
+    private final String code;
+    private final String description;
+
+    TDengineReaderErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code, this.description);
+    }
+}
diff --git a/tdenginereader/src/main/resources/plugin.json b/tdenginereader/src/main/resources/plugin.json
new file mode 100755
index 00000000..dc91982c
--- /dev/null
+++ b/tdenginereader/src/main/resources/plugin.json
@@ -0,0 +1,9 @@
+{
+  "name": "tdenginereader",
+  "class": "com.alibaba.datax.plugin.reader.TDengineReader",
+  "description": {
+    "useScene": "data migration from tdengine",
+    "mechanism": "use JNI to read data from tdengine."
+  },
+  "developer": "zyyang-taosdata"
+}
\ No newline at end of file
diff --git a/tdenginereader/src/main/resources/plugin_job_template.json b/tdenginereader/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..3e09dffc
--- /dev/null
+++ b/tdenginereader/src/main/resources/plugin_job_template.json
@@ -0,0 +1,14 @@
+{
+  "name": "tdenginereader",
+  "parameter": {
+    "host": "127.0.0.1",
+    "port": 6030,
+    "db": "test",
+    "user": "root",
+    "password": "taosdata",
+    "sql": "select * from weather",
+    "beginDateTime": "2021-01-01 00:00:00",
+    "endDateTime": "2021-01-02 00:00:00",
+    "splitInterval": "1h"
+  }
+}
\ No newline at end of file
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
new file mode 100644
index 00000000..14453095
--- /dev/null
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
@@ -0,0 +1,47 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.util.Configuration;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.util.List;
+import java.util.stream.IntStream;
+
+public class TDengineReaderTest {
+
+    TDengineReader.Job job;
+
+    @Before
+    public void before() {
+        job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"user\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"beginDateTime\": \"2021-01-01 00:00:00\"," +
+                "\"endDateTime\": \"2021-01-01 10:00:00\"," +
+                "\"splitInterval\": \"1h\"" +
+                "}");
+        job.setPluginJobConf(configuration);
+    }
+
+    @Test
+    public void jobInit() {
+        job.init();
+
+        // assert
+        Configuration conf = job.getPluginJobConf();
+        Assert.assertEquals("select * from weather", conf.getString("sql"));
+    }
+
+    @Test
+    public void jobSplit() {
+        // when
+        job.init();
+        List<Configuration> configurationList = job.split(1);
+
+//        IntStream.range(0, configurationList.size()).forEach(i -> System.out.println(i + ": " + configurationList.get(i)));
+    }
+
+}
\ No newline at end of file

From 86553c490dded5709c047de33c1f0cda9004a18d Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Thu, 16 Dec 2021 11:36:44 +0800
Subject: [PATCH 114/251] [TD-10786]<feature>: tdenginereader implementation

---
 package.xml                                   |   7 +
 pom.xml                                       |   1 +
 tdenginereader/doc/tdenginereader.md          | 162 ++++++++++
 tdenginereader/pom.xml                        | 101 ++++++
 tdenginereader/src/main/assembly/package.xml  |  34 ++
 .../com/alibaba/datax/plugin/reader/Key.java  |  19 ++
 .../datax/plugin/reader/TDengineReader.java   | 291 ++++++++++++++++++
 .../reader/TDengineReaderErrorCode.java       |  33 ++
 tdenginereader/src/main/resources/plugin.json |   9 +
 .../main/resources/plugin_job_template.json   |  21 ++
 .../plugin/reader/TDengineReaderTest.java     |  73 +++++
 11 files changed, 751 insertions(+)
 create mode 100644 tdenginereader/doc/tdenginereader.md
 create mode 100644 tdenginereader/pom.xml
 create mode 100755 tdenginereader/src/main/assembly/package.xml
 create mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
 create mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
 create mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
 create mode 100755 tdenginereader/src/main/resources/plugin.json
 create mode 100644 tdenginereader/src/main/resources/plugin_job_template.json
 create mode 100644 tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java

diff --git a/package.xml b/package.xml
index d95feb40..3f024f9d 100755
--- a/package.xml
+++ b/package.xml
@@ -180,6 +180,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>tdenginereader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
 
         <!-- writer -->
         <fileSet>
diff --git a/pom.xml b/pom.xml
index 1a9da81b..72241137 100644
--- a/pom.xml
+++ b/pom.xml
@@ -108,6 +108,7 @@
         <module>hbase20xsqlreader</module>
         <module>hbase20xsqlwriter</module>
         <module>kuduwriter</module>
+        <module>tdenginereader</module>
     </modules>
 
     <dependencyManagement>
diff --git a/tdenginereader/doc/tdenginereader.md b/tdenginereader/doc/tdenginereader.md
new file mode 100644
index 00000000..3c683a64
--- /dev/null
+++ b/tdenginereader/doc/tdenginereader.md
@@ -0,0 +1,162 @@
+# DataX TDengineReader
+
+## 1 快速介绍
+
+TDengineReader 插件实现了 TDengine 读取数据的功能。
+
+## 2 实现原理
+
+TDengineReader 通过TDengine的JDBC driver查询获取数据。
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "user": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "meters"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "ts",
+              "current",
+              "voltage",
+              "phase"
+            ],
+            "beginDateTime": "2017-07-14 10:40:00",
+            "endDateTime": "2017-08-14 10:40:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+### 3.2 参数说明
+
+* **username**
+    * 描述：TDengine实例的用户名 <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **password**
+    * 描述：TDengine实例的密码 <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **table**
+    * 描述：所选取的需要同步的表。使用JSON的数组描述，因此支持多张表同时抽取。当配置为多张表时，用户自己需保证多张表是同一schema结构，
+      TDengineReader不予检查表是否同一逻辑表。注意，table必须包含在connection配置单元中。<br />
+    * 必选：是  <br />
+    * 默认值：无 <br />
+* **jdbcUrl**
+    * 描述：TDengine数据库的JDBC连接信息。注意，jdbcUrl必须包含在connection配置单元中。JdbcUrl具体请参看TDengine官方文档。
+    * 必选：是 <br />
+    * 默认值：无<br />
+* **beginDateTime**
+    * 描述：数据的开始时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **endDateTime**
+    * 描述：数据的结束时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **splitInterval**
+    * 描述：按照splitInterval来划分task, 每splitInterval创建一个task。例如，20d代表按照每20天的数据划分为1个task。
+      可以配置的时间单位为：d（天）, h（小时）, m（分钟）, s（秒） <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+
+### 3.3 类型转换
+| TDengine 数据类型 | DataX 内部类型 |
+| --------------- | ------------- |
+| TINYINT         | Long          |
+| SMALLINT        | Long          |
+| INTEGER         | Long          |
+| BIGINT          | Long          |
+| FLOAT           | Double        |
+| DOUBLE          | Double        |
+| BOOLEAN         | Bool          |
+| TIMESTAMP       | Date          |
+| BINARY          | Bytes         |
+| NCHAR           | String        |
+
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+
+建表语句：
+
+单行记录类似于：
+
+#### 4.1.2 机器参数
+
+* 执行DataX的机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc: DataX 数据不落磁盘，不统计此项
+
+* TDengine数据库机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc:
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+#### 4.2.1 单表测试报告
+
+| 通道数| DataX速度(Rec/s)|DataX流量(MB/s)| DataX机器网卡流出流量(MB/s)|DataX机器运行负载|DB网卡进入流量(MB/s)|DB运行负载|DB TPS|
+|--------| --------|--------|--------|--------|--------|--------|--------|
+|1|                  |                 |                             |                   |                      |            |        |
+|4|                  |                 |                             |                   |                      |            |        |
+|8|                  |                 |                             |                   |                      |            |        |
+|16|                  |                 |                             |                   |                      |            |        |
+|32|                  |                 |                             |                   |                      |            |        |
+
+说明：
+
+1. 这里的单表，主键类型为 bigint(20),自增。
+2. batchSize 和 通道个数，对性能影响较大。
+
+#### 4.2.4 性能测试小结
+
+1.
+2.
+
+## 5 约束限制
+
+## FAQ
\ No newline at end of file
diff --git a/tdenginereader/pom.xml b/tdenginereader/pom.xml
new file mode 100644
index 00000000..8c0f6645
--- /dev/null
+++ b/tdenginereader/pom.xml
@@ -0,0 +1,101 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>tdenginereader</artifactId>
+
+    <properties>
+        <maven.compiler.source>8</maven.compiler.source>
+        <maven.compiler.target>8</maven.compiler.target>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>com.taosdata.jdbc</groupId>
+            <artifactId>taos-jdbcdriver</artifactId>
+            <version>2.0.34</version>
+        </dependency>
+
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit-version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>plugin-rdbms-util</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>compile</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>2.12.4</version>
+                <configuration>
+                    <!-- 包含哪些测试用例 -->
+                    <includes>
+                        <include>**/*Test.java</include>
+                    </includes>
+                    <!-- 不包含哪些测试用例 -->
+                    <excludes>
+                    </excludes>
+                    <testFailureIgnore>true</testFailureIgnore>
+                </configuration>
+            </plugin>
+
+        </plugins>
+    </build>
+
+</project>
\ No newline at end of file
diff --git a/tdenginereader/src/main/assembly/package.xml b/tdenginereader/src/main/assembly/package.xml
new file mode 100755
index 00000000..b52f20fb
--- /dev/null
+++ b/tdenginereader/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+          xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/reader/tdenginereader</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>tdenginereader-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/reader/tdenginereader</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/reader/tdenginereader/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
new file mode 100644
index 00000000..eddf98eb
--- /dev/null
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
@@ -0,0 +1,19 @@
+package com.alibaba.datax.plugin.reader;
+
+public class Key {
+
+    public static final String JDBC_URL = "jdbcUrl";
+//    public static final String HOST = "host";
+//    public static final String PORT = "port";
+//    public static final String DB = "db";
+    public static final String TABLE = "table";
+    public static final String USER = "user";
+    public static final String PASSWORD = "password";
+    public static final String CONNECTION = "connection";
+//    public static final String SQL = "sql";
+    public static final String BEGIN_DATETIME = "beginDateTime";
+    public static final String END_DATETIME = "endDateTime";
+    public static final String SPLIT_INTERVAL = "splitInterval";
+    public static final String COLUMN = "column";
+    public static final String MANDATORY_ENCODING = "mandatoryEncoding";
+}
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
new file mode 100644
index 00000000..dfdce7b4
--- /dev/null
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -0,0 +1,291 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.constant.CommonConstant;
+import com.alibaba.datax.common.element.*;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordSender;
+import com.alibaba.datax.common.spi.Reader;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.fastjson.JSON;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.UnsupportedEncodingException;
+import java.sql.*;
+import java.text.ParseException;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+
+public class TDengineReader extends Reader {
+    private static final String DATETIME_FORMAT = "yyyy-MM-dd HH:mm:ss";
+
+    public static class Job extends Reader.Job {
+
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        private Configuration originalConfig;
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            // check user
+            String user = this.originalConfig.getString(Key.USER);
+            if (StringUtils.isBlank(user))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.USER + "] is not set.");
+
+            // check password
+            String password = this.originalConfig.getString(Key.PASSWORD);
+            if (StringUtils.isBlank(password))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.PASSWORD + "] is not set.");
+
+            SimpleDateFormat format = new SimpleDateFormat(DATETIME_FORMAT);
+            // check beginDateTime
+            String beginDatetime = this.originalConfig.getString(Key.BEGIN_DATETIME);
+            if (StringUtils.isBlank(beginDatetime))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.BEGIN_DATETIME + "] is not set.");
+            Long start;
+            try {
+                start = format.parse(beginDatetime).getTime();
+            } catch (ParseException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.BEGIN_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
+            }
+
+            // check endDateTime
+            String endDatetime = this.originalConfig.getString(Key.END_DATETIME);
+            if (StringUtils.isBlank(endDatetime))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.END_DATETIME + "] is not set.");
+            Long end;
+            try {
+                end = format.parse(endDatetime).getTime();
+            } catch (ParseException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.END_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
+            }
+            if (start >= end)
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.BEGIN_DATETIME + "] should be less than the parameter [" + Key.END_DATETIME + "].");
+
+            // check splitInterval
+            String splitInterval = this.originalConfig.getString(Key.SPLIT_INTERVAL);
+            Long split;
+            if (StringUtils.isBlank(splitInterval))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.SPLIT_INTERVAL + "] is not set.");
+            try {
+                split = parseSplitInterval(splitInterval);
+            } catch (Exception e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.SPLIT_INTERVAL + "] should be like: \"123d|h|m|s\", error: " + e.getMessage());
+            }
+
+            this.originalConfig.set(Key.BEGIN_DATETIME, start);
+            this.originalConfig.set(Key.END_DATETIME, end);
+            this.originalConfig.set(Key.SPLIT_INTERVAL, split);
+
+            // check connection
+            List<Object> connection = this.originalConfig.getList(Key.CONNECTION);
+            if (connection == null || connection.isEmpty())
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.CONNECTION + "] is not set.");
+            for (int i = 0; i < connection.size(); i++) {
+                Configuration conn = Configuration.from(connection.get(i).toString());
+                List<Object> table = conn.getList(Key.TABLE);
+                if (table == null || table.isEmpty())
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.TABLE + "] of connection[" + (i + 1) + "] is not set.");
+                String jdbcUrl = conn.getString(Key.JDBC_URL);
+                if (StringUtils.isBlank(jdbcUrl))
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.JDBC_URL + "] of connection[" + (i + 1) + "] is not set.");
+            }
+
+            // check column
+            List<Object> column = this.originalConfig.getList(Key.COLUMN);
+            if (column == null || column.isEmpty())
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.CONNECTION + "] is not set or is empty.");
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public List<Configuration> split(int adviceNumber) {
+            List<Configuration> configurations = new ArrayList<>();
+            // do split
+            Long start = this.originalConfig.getLong(Key.BEGIN_DATETIME);
+            Long end = this.originalConfig.getLong(Key.END_DATETIME);
+            Long split = this.originalConfig.getLong(Key.SPLIT_INTERVAL);
+
+            List<Object> conns = this.originalConfig.getList(Key.CONNECTION);
+
+            for (Long ts = start; ts < end; ts += split) {
+                for (int i = 0; i < conns.size(); i++) {
+                    Configuration clone = this.originalConfig.clone();
+                    clone.remove(Key.SPLIT_INTERVAL);
+
+                    clone.set(Key.BEGIN_DATETIME, ts);
+                    clone.set(Key.END_DATETIME, Math.min(ts + split, end));
+
+                    Configuration conf = Configuration.from(conns.get(i).toString());
+                    String jdbcUrl = conf.getString(Key.JDBC_URL);
+                    clone.set(Key.JDBC_URL, jdbcUrl);
+                    clone.set(Key.TABLE, conf.getList(Key.TABLE));
+
+                    // 抽取 jdbcUrl 中的 ip/port 进行资源使用的打标，以提供给 core 做有意义的 shuffle 操作
+                    clone.set(CommonConstant.LOAD_BALANCE_RESOURCE_MARK, DataBaseType.parseIpFromJdbcUrl(jdbcUrl));
+                    clone.remove(Key.CONNECTION);
+
+                    configurations.add(clone);
+                    LOG.info("Configuration: {}", JSON.toJSONString(clone));
+                }
+            }
+            return configurations;
+        }
+    }
+
+    public static class Task extends Reader.Task {
+        private static final Logger LOG = LoggerFactory.getLogger(Task.class);
+        private Connection conn;
+
+        private Long startTime;
+        private Long endTime;
+        private List<String> tables;
+        private List<String> columns;
+        private String mandatoryEncoding;
+
+        @Override
+        public void init() {
+            Configuration readerSliceConfig = super.getPluginJobConf();
+            LOG.info("getPluginJobConf: {}", JSON.toJSONString(readerSliceConfig));
+
+            String url = readerSliceConfig.getString(Key.JDBC_URL);
+            if (StringUtils.isBlank(url))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                        "The parameter [" + Key.JDBC_URL + "] is not set.");
+
+            tables = readerSliceConfig.getList(Key.TABLE, String.class);
+            columns = readerSliceConfig.getList(Key.COLUMN, String.class);
+
+            String user = readerSliceConfig.getString(Key.USER);
+            String password = readerSliceConfig.getString(Key.PASSWORD);
+
+            try {
+                conn = DriverManager.getConnection(url, user, password);
+            } catch (SQLException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.CONNECTION_FAILED,
+                        "The parameter [" + Key.JDBC_URL + "] : " + url + " failed to connect since: " + e.getMessage());
+            }
+
+            this.mandatoryEncoding = readerSliceConfig.getString(Key.MANDATORY_ENCODING, "");
+
+            startTime = readerSliceConfig.getLong(Key.BEGIN_DATETIME);
+            endTime = readerSliceConfig.getLong(Key.END_DATETIME);
+        }
+
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public void startRead(RecordSender recordSender) {
+            try (Statement stmt = conn.createStatement()) {
+                for (int i = 0; i < tables.size(); i++) {
+                    String sql = "select " + StringUtils.join(columns, ",") + " from " + tables.get(i) + " where _c0 >= " + startTime + " and _c0 < " + endTime;
+                    ResultSet rs = stmt.executeQuery(sql);
+                    ResultSetMetaData metaData = rs.getMetaData();
+                    while (rs.next()) {
+                        transportOneRecord(recordSender, rs, metaData, metaData.getColumnCount(), this.mandatoryEncoding);
+                    }
+                }
+            } catch (SQLException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "获取或发送数据点的过程中出错！", e);
+            } finally {
+                try {
+                    if (conn != null)
+                        conn.close();
+                } catch (SQLException e) {
+                    e.printStackTrace();
+                }
+            }
+        }
+
+        private Record transportOneRecord(RecordSender recordSender, ResultSet rs, ResultSetMetaData metaData, int columnCount, String mandatoryEncoding) {
+            Record record = buildRecord(recordSender, rs, metaData, columnCount, mandatoryEncoding);
+            recordSender.sendToWriter(record);
+            return record;
+        }
+
+        private Record buildRecord(RecordSender recordSender, ResultSet rs, ResultSetMetaData metaData, int columnCount, String mandatoryEncoding) {
+            Record record = recordSender.createRecord();
+
+            try {
+                for (int i = 1; i <= columnCount; i++) {
+                    int columnType = metaData.getColumnType(i);
+                    switch (columnType) {
+                        case Types.SMALLINT:
+                        case Types.TINYINT:
+                        case Types.INTEGER:
+                        case Types.BIGINT:
+                            record.addColumn(new LongColumn(rs.getString(i)));
+                            break;
+                        case Types.FLOAT:
+                        case Types.DOUBLE:
+                            record.addColumn(new DoubleColumn(rs.getString(i)));
+                            break;
+                        case Types.BOOLEAN:
+                            record.addColumn(new BoolColumn(rs.getBoolean(i)));
+                            break;
+                        case Types.TIMESTAMP:
+                            record.addColumn(new DateColumn(rs.getTimestamp(i)));
+                            break;
+                        case Types.BINARY:
+                            record.addColumn(new BytesColumn(rs.getBytes(i)));
+                            break;
+                        case Types.NCHAR:
+                            String rawData;
+                            if (StringUtils.isBlank(mandatoryEncoding)) {
+                                rawData = rs.getString(i);
+                            } else {
+                                rawData = new String((rs.getBytes(i) == null ? new byte[0] : rs.getBytes(i)), mandatoryEncoding);
+                            }
+                            record.addColumn(new StringColumn(rawData));
+                            break;
+                    }
+                }
+            } catch (SQLException | UnsupportedEncodingException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "获取或发送数据点的过程中出错！", e);
+            }
+            return record;
+        }
+    }
+
+    private static final long second = 1000;
+    private static final long minute = 60 * second;
+    private static final long hour = 60 * minute;
+    private static final long day = 24 * hour;
+
+    private static Long parseSplitInterval(String splitInterval) throws Exception {
+        Pattern compile = Pattern.compile("^(\\d+)([dhms])$");
+        Matcher matcher = compile.matcher(splitInterval);
+        while (matcher.find()) {
+            Long value = Long.valueOf(matcher.group(1));
+            if (value == 0)
+                throw new Exception("invalid splitInterval: 0");
+            char unit = matcher.group(2).charAt(0);
+            switch (unit) {
+                case 'd':
+                    return value * day;
+                default:
+                case 'h':
+                    return value * hour;
+                case 'm':
+                    return value * minute;
+                case 's':
+                    return value * second;
+            }
+        }
+        throw new Exception("invalid splitInterval: " + splitInterval);
+    }
+
+}
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
new file mode 100644
index 00000000..68bc11e7
--- /dev/null
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
@@ -0,0 +1,33 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum TDengineReaderErrorCode implements ErrorCode {
+
+    REQUIRED_VALUE("TDengineReader-00", "缺失必要的值"),
+    ILLEGAL_VALUE("TDengineReader-01", "值非法"),
+    CONNECTION_FAILED("TDengineReader-02", "连接错误");
+
+    private final String code;
+    private final String description;
+
+    TDengineReaderErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code, this.description);
+    }
+}
diff --git a/tdenginereader/src/main/resources/plugin.json b/tdenginereader/src/main/resources/plugin.json
new file mode 100755
index 00000000..7ccdbe63
--- /dev/null
+++ b/tdenginereader/src/main/resources/plugin.json
@@ -0,0 +1,9 @@
+{
+  "name": "tdenginereader",
+  "class": "com.alibaba.datax.plugin.reader.TDengineReader",
+  "description": {
+    "useScene": "data migration from tdengine",
+    "mechanism": "use JDBC to read data from tdengine."
+  },
+  "developer": "zyyang-taosdata"
+}
\ No newline at end of file
diff --git a/tdenginereader/src/main/resources/plugin_job_template.json b/tdenginereader/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..2c7f4cb9
--- /dev/null
+++ b/tdenginereader/src/main/resources/plugin_job_template.json
@@ -0,0 +1,21 @@
+{
+  "name": "tdenginereader",
+  "parameter": {
+    "user": "",
+    "password": "",
+    "connection": [
+      {
+        "table": [
+          ""
+        ],
+        "jdbcUrl": ""
+      }
+    ],
+    "column": [
+      ""
+    ],
+    "beginDateTime": "",
+    "endDateTime": "",
+    "splitInterval": ""
+  }
+}
\ No newline at end of file
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
new file mode 100644
index 00000000..9d83f743
--- /dev/null
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
@@ -0,0 +1,73 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.util.Configuration;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.text.ParseException;
+import java.text.SimpleDateFormat;
+import java.util.List;
+import java.util.stream.IntStream;
+
+public class TDengineReaderTest {
+
+    TDengineReader.Job job;
+
+    @Before
+    public void before() {
+        job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"user\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "\"beginDateTime\": \"2021-01-01 00:00:00\"," +
+                "\"endDateTime\": \"2021-01-01 12:00:00\"," +
+                "\"splitInterval\": \"1h\"" +
+                "}");
+        job.setPluginJobConf(configuration);
+    }
+
+    @Test
+    public void jobInit() throws ParseException {
+        // when
+        job.init();
+
+        // assert
+        Configuration conf = job.getPluginJobConf();
+
+        Assert.assertEquals("root", conf.getString("user"));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("weather", conf.getString("connection[0].table[0]"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl"));
+
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
+
+        Long start = sdf.parse("2021-01-01 00:00:00").getTime();
+        Assert.assertEquals(start, conf.getLong("beginDateTime"));
+
+        Long end = sdf.parse("2021-01-01 12:00:00").getTime();
+        Assert.assertEquals(end, conf.getLong("endDateTime"));
+
+        Assert.assertEquals(new Long(3600 * 1000), conf.getLong("splitInterval"));
+    }
+
+    @Test
+    public void jobSplit() {
+        // when
+        job.init();
+        List<Configuration> configurationList = job.split(1);
+
+        // assert
+        Assert.assertEquals(12, configurationList.size());
+        for (int i = 0; i < configurationList.size(); i++) {
+            Configuration conf = configurationList.get(i);
+            Assert.assertEquals("root", conf.getString("user"));
+            Assert.assertEquals("taosdata", conf.getString("password"));
+            Assert.assertEquals("weather", conf.getString("table[0]"));
+            Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
+        }
+    }
+
+}
\ No newline at end of file

From 61dc03e9f8cdcf215ac739535c24c417f6b8215b Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 16 Dec 2021 17:00:08 +0800
Subject: [PATCH 115/251] change user to username

---
 tdenginewriter/doc/tdenginewriter-CN.md                | 10 +++++-----
 tdenginewriter/doc/tdenginewriter.md                   | 10 +++++-----
 .../datax/plugin/writer/tdenginewriter/Key.java        |  2 +-
 3 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
index c0ce7684..ac5a555a 100644
--- a/tdenginewriter/doc/tdenginewriter-CN.md
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -42,7 +42,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
             "host": "192.168.1.180",
             "port": 6030,
             "dbName": "test",
-            "user": "root",
+            "username": "root",
             "password": "taosdata"
           }
         }
@@ -63,7 +63,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 | --------- | -------------------- | -------- | -------- |
 | host      | TDengine实例的host   | 是       | 无       |
 | port      | TDengine实例的port   | 是       | 无       |
-| user      | TDengine实例的用户名 | 否       | root     |
+| username      | TDengine实例的用户名 | 否       | root     |
 | password  | TDengine实例的密码   | 否       | taosdata |
 | dbName    | 目的数据库的名称     | 是       | 无       |
 | batchSize | 每次批量插入多少记录 | 否       | 1        |
@@ -142,7 +142,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
                         "host": "localhost",
                         "port": 6030,
                         "dbName": "test",
-                        "user": "root",
+                        "username": "root",
                         "password": "taosdata",
                         "stable": "stock",
                         "tagColumn": {
@@ -174,7 +174,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 | --------------- | -------------------- | ---------------- | -------- | ------------------ |
 | host            | TDengine实例的host   | 是               | 无       |
 | port            | TDengine实例的port   | 是               | 无       |
-| user            | TDengine实例的用户名 | 否               | root     |
+| username            | TDengine实例的用户名 | 否               | root     |
 | password        | TDengine实例的密码   | 否               | taosdata |
 | dbName          | 目的数据库的名称     | 是               | 无       |
 | batchSize       | 每次批量插入多少记录 | 否               | 1000     |
@@ -290,7 +290,7 @@ CREATE TABLE IF NOT EXISTS weather(
             "host": "127.0.0.1",
             "port": 6030,
             "dbName": "test",
-            "user": "root",
+            "username": "root",
             "password": "taosdata",
             "batchSize": 1000,
             "stable": "weather",
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 1e7fb64d..fb8cf642 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -39,7 +39,7 @@ TDengineWriter get records from DataX Framework that are generated from reader s
             "host": "192.168.1.180",
             "port": 6030,
             "dbName": "test",
-            "user": "root",
+            "username": "root",
             "password": "taosdata"
           }
         }
@@ -60,7 +60,7 @@ TDengineWriter get records from DataX Framework that are generated from reader s
 | --------- | ------------------------------ | -------- | -------- |
 | host      | host of TDengine               | Yes      |          |
 | port      | port of TDengine               | Yes      |          |
-| user      | use name of TDengine           | No       | root     |
+| username      | use name of TDengine           | No       | root     |
 | password  | password of TDengine           | No       | taosdata |
 | dbName    | name of target database        | No       |          |
 | batchSize | batch size of insert operation | No       | 1        |
@@ -137,7 +137,7 @@ TDengineWriter get records from DataX Framework that are generated from reader s
                         "host": "localhost",
                         "port": 6030,
                         "dbName": "test",
-                        "user": "root",
+                        "username": "root",
                         "password": "taosdata",
                         "stable": "stock",
                         "tagColumn": {
@@ -170,7 +170,7 @@ TDengineWriter get records from DataX Framework that are generated from reader s
 | --------------- | --------------------------------------------------------------- | ------------------------ | -------- | ------------------- |
 | host            | host ofTDengine                                                 | Yes                      |          |
 | port            | port of TDengine                                                | Yes                      |          |
-| user            | user name of TDengine                                           | No                       | root     |
+| username            | username of TDengine                                           | No                       | root     |
 | password        | password of TDengine                                            | No                       | taosdata |
 | dbName          | name of target database                                         | Yes                      |          |
 | batchSize       | batch size of insert operation                                  | No                       | 1000     |
@@ -287,7 +287,7 @@ CREATE TABLE IF NOT EXISTS weather(
             "host": "127.0.0.1",
             "port": 6030,
             "dbName": "test",
-            "user": "root",
+            "username": "root",
             "password": "taosdata",
             "batchSize": 1000,
             "stable": "weather",
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
index a061e97f..7fb383e6 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
@@ -4,7 +4,7 @@ public class Key {
     public static final String HOST = "host";
     public static final String PORT = "port";
     public static final String DBNAME = "dbName";
-    public static final String USER = "user";
+    public static final String USER = "username";
     public static final String PASSWORD = "password";
     public static final String BATCH_SIZE = "batchSize";
     public static final String STABLE = "stable";

From c7fc73bcb647c953a6622a87a40996e243cc2b79 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Thu, 16 Dec 2021 17:00:08 +0800
Subject: [PATCH 116/251] change user to username

---
 tdenginewriter/doc/tdenginewriter-CN.md                | 10 +++++-----
 tdenginewriter/doc/tdenginewriter.md                   | 10 +++++-----
 .../datax/plugin/writer/tdenginewriter/Key.java        |  2 +-
 3 files changed, 11 insertions(+), 11 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
index abd92de5..a868f8f2 100644
--- a/tdenginewriter/doc/tdenginewriter-CN.md
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -42,7 +42,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
             "host": "192.168.1.180",
             "port": 6030,
             "dbName": "test",
-            "user": "root",
+            "username": "root",
             "password": "taosdata"
           }
         }
@@ -63,7 +63,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 | --------- | -------------------- | -------- | -------- |
 | host      | TDengine实例的host   | 是       | 无       |
 | port      | TDengine实例的port   | 是       | 无       |
-| user      | TDengine实例的用户名 | 否       | root     |
+| username      | TDengine实例的用户名 | 否       | root     |
 | password  | TDengine实例的密码   | 否       | taosdata |
 | dbName    | 目的数据库的名称     | 是       | 无       |
 | batchSize | 每次批量插入多少记录 | 否       | 1        |
@@ -142,7 +142,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
                         "host": "localhost",
                         "port": 6030,
                         "dbName": "test",
-                        "user": "root",
+                        "username": "root",
                         "password": "taosdata",
                         "stable": "stock",
                         "tagColumn": {
@@ -174,7 +174,7 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
 | --------------- | -------------------- | ---------------- | -------- | ------------------ |
 | host            | TDengine实例的host   | 是               | 无       |
 | port            | TDengine实例的port   | 是               | 无       |
-| user            | TDengine实例的用户名 | 否               | root     |
+| username            | TDengine实例的用户名 | 否               | root     |
 | password        | TDengine实例的密码   | 否               | taosdata |
 | dbName          | 目的数据库的名称     | 是               | 无       |
 | batchSize       | 每次批量插入多少记录 | 否               | 1000     |
@@ -290,7 +290,7 @@ CREATE TABLE IF NOT EXISTS weather(
             "host": "127.0.0.1",
             "port": 6030,
             "dbName": "test",
-            "user": "root",
+            "username": "root",
             "password": "taosdata",
             "batchSize": 1000,
             "stable": "weather",
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index fd190570..6f19c112 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -39,7 +39,7 @@ TDengineWriter get records from DataX Framework that are generated from reader s
             "host": "192.168.1.180",
             "port": 6030,
             "dbName": "test",
-            "user": "root",
+            "username": "root",
             "password": "taosdata"
           }
         }
@@ -60,7 +60,7 @@ TDengineWriter get records from DataX Framework that are generated from reader s
 | --------- | ------------------------------ | -------- | -------- |
 | host      | host of TDengine               | Yes      |          |
 | port      | port of TDengine               | Yes      |          |
-| user      | use name of TDengine           | No       | root     |
+| username      | use name of TDengine           | No       | root     |
 | password  | password of TDengine           | No       | taosdata |
 | dbName    | name of target database        | No       |          |
 | batchSize | batch size of insert operation | No       | 1        |
@@ -137,7 +137,7 @@ TDengineWriter get records from DataX Framework that are generated from reader s
                         "host": "localhost",
                         "port": 6030,
                         "dbName": "test",
-                        "user": "root",
+                        "username": "root",
                         "password": "taosdata",
                         "stable": "stock",
                         "tagColumn": {
@@ -170,7 +170,7 @@ TDengineWriter get records from DataX Framework that are generated from reader s
 | --------------- | --------------------------------------------------------------- | ------------------------ | -------- | ------------------- |
 | host            | host ofTDengine                                                 | Yes                      |          |
 | port            | port of TDengine                                                | Yes                      |          |
-| user            | user name of TDengine                                           | No                       | root     |
+| username            | username of TDengine                                           | No                       | root     |
 | password        | password of TDengine                                            | No                       | taosdata |
 | dbName          | name of target database                                         | Yes                      |          |
 | batchSize       | batch size of insert operation                                  | No                       | 1000     |
@@ -287,7 +287,7 @@ CREATE TABLE IF NOT EXISTS weather(
             "host": "127.0.0.1",
             "port": 6030,
             "dbName": "test",
-            "user": "root",
+            "username": "root",
             "password": "taosdata",
             "batchSize": 1000,
             "stable": "weather",
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
index a061e97f..7fb383e6 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
@@ -4,7 +4,7 @@ public class Key {
     public static final String HOST = "host";
     public static final String PORT = "port";
     public static final String DBNAME = "dbName";
-    public static final String USER = "user";
+    public static final String USER = "username";
     public static final String PASSWORD = "password";
     public static final String BATCH_SIZE = "batchSize";
     public static final String STABLE = "stable";

From 69320e750a55c4cee51ea83b015feb11a73741f0 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Wed, 22 Dec 2021 10:08:00 +0800
Subject: [PATCH 117/251] rename resource key

---
 tdenginewriter/src/main/resources/tdenginewritermsg.properties  | 2 +-
 .../src/main/resources/tdenginewritermsg_en_US.properties       | 2 +-
 .../src/main/resources/tdenginewritermsg_zh_CN.properties       | 2 +-
 3 files changed, 3 insertions(+), 3 deletions(-)

diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg.properties b/tdenginewriter/src/main/resources/tdenginewritermsg.properties
index 4aaa220b..48d862e7 100644
--- a/tdenginewriter/src/main/resources/tdenginewritermsg.properties
+++ b/tdenginewriter/src/main/resources/tdenginewritermsg.properties
@@ -1,4 +1,4 @@
-try_get_schema_fromdb=fail to get  structure info of target table from configure file and will try to get it from database
+try_get_schema_from_db=fail to get  structure info of target table from configure file and will try to get it from database
 batch_size_too_small='batchSize' is too small, please increase it and try again
 column_number_error=number of columns is less than expected
 tag_value_error=tag columns include 'null' value
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties b/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
index 4aaa220b..48d862e7 100644
--- a/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
+++ b/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
@@ -1,4 +1,4 @@
-try_get_schema_fromdb=fail to get  structure info of target table from configure file and will try to get it from database
+try_get_schema_from_db=fail to get  structure info of target table from configure file and will try to get it from database
 batch_size_too_small='batchSize' is too small, please increase it and try again
 column_number_error=number of columns is less than expected
 tag_value_error=tag columns include 'null' value
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties b/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
index 4b9552fd..38d2cbb6 100644
--- a/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
+++ b/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
@@ -1,4 +1,4 @@
-try_get_schema_fromdb=\u65e0\u6cd5\u4ece\u914d\u7f6e\u6587\u4ef6\u83b7\u53d6\u8868\u7ed3\u6784\u4fe1\u606f\uff0c\u5c1d\u8bd5\u4ece\u6570\u636e\u5e93\u83b7\u53d6
+try_get_schema_from_db=\u65e0\u6cd5\u4ece\u914d\u7f6e\u6587\u4ef6\u83b7\u53d6\u8868\u7ed3\u6784\u4fe1\u606f\uff0c\u5c1d\u8bd5\u4ece\u6570\u636e\u5e93\u83b7\u53d6
 batch_size_too_small=batchSize\u592a\u5c0f\uff0c\u4f1a\u589e\u52a0\u81ea\u52a8\u7c7b\u578b\u63a8\u65ad\u9519\u8bef\u7684\u6982\u7387\uff0c\u5efa\u8bae\u6539\u5927\u540e\u91cd\u8bd5
 column_number_error=\u5b9e\u9645\u5217\u6570\u5c0f\u4e8e\u671f\u671b\u5217\u6570
 tag_value_error=\u6807\u7b7e\u5217\u5305\u542bnull

From ca39f422d0f78f44afd2178ceb17930098661d45 Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Wed, 22 Dec 2021 16:14:41 +0800
Subject: [PATCH 118/251] sd

---
 .../oceanbasev10reader/OceanBaseReader.java   | 19 ++++-
 .../oceanbasev10reader/ext/ReaderJob.java     | 31 ++++++++-
 .../util/DatabaseKeywordTransformer.java      | 69 +++++++++++++++++++
 .../util/ObReaderUtils.java                   | 10 +++
 4 files changed, 125 insertions(+), 4 deletions(-)
 create mode 100644 oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
index 0a4934a1..db9d34e0 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
@@ -1,8 +1,12 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader;
 
+import java.sql.Array;
 import java.sql.Connection;
+import java.util.ArrayList;
 import java.util.List;
 
+import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.DatabaseKeywordTransformer;
+import com.alibaba.fastjson.JSONObject;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -22,6 +26,7 @@ public class OceanBaseReader extends Reader {
     public static class Job extends Reader.Job {
         private Configuration originalConfig = null;
         private ReaderJob readerJob;
+        private DataBaseType DATABASE_TYPE;
         private static final Logger LOG = LoggerFactory.getLogger(Task.class);
 
         @Override
@@ -37,10 +42,15 @@ public class OceanBaseReader extends Reader {
 
             setDatabaseType(originalConfig);
 
-            this.readerJob = new ReaderJob();
-            this.readerJob.init(this.originalConfig);
-        }
 
+
+            this.readerJob = new ReaderJob();
+            this.readerJob.init(this.originalConfig,DATABASE_TYPE);
+        }
+        @Override
+        public  void prepare(){
+            //ObReaderUtils.DATABASE_TYPE获取当前数据库的语法模式
+        }
         @Override
         public void preCheck() {
             init();
@@ -90,6 +100,9 @@ public class OceanBaseReader extends Reader {
             } catch (Exception e){
                 LOG.warn("error in get compatible mode, using mysql as default: " + e.getMessage());
             }
+            finally {
+                DATABASE_TYPE=ObReaderUtils.DATABASE_TYPE;
+            }
         }
     }
 
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index c56155f6..efeec2e9 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -6,15 +6,44 @@ import com.alibaba.datax.common.constant.CommonConstant;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.reader.CommonRdbmsReader;
 import com.alibaba.datax.plugin.rdbms.reader.Key;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.datax.plugin.reader.oceanbasev10reader.OceanBaseReader;
+import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.DatabaseKeywordTransformer;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.ObReaderUtils;
+import com.alibaba.fastjson.JSONObject;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
 
 public class ReaderJob extends CommonRdbmsReader.Job {
 
     public ReaderJob() {
         super(ObReaderUtils.DATABASE_TYPE);
-    }
 
+    }
+    public void init(Configuration originalConfig,DataBaseType databaseType){
+        //将config中的column和table中的关键字进行转义
+        final Logger LOG = LoggerFactory.getLogger(OceanBaseReader.Task.class);
+        try {
+            DatabaseKeywordTransformer.setDatabaseType(databaseType);
+        }catch (Exception e){
+            LOG.warn("database type is "+databaseType+e.getMessage());
+        }
+        List<String> columns=originalConfig.getList(Key.COLUMN,String.class);
+        DatabaseKeywordTransformer.transferDatabaseKeywords(columns);
+        originalConfig.set(Key.COLUMN, columns);
+
+        List<JSONObject> conns=originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK,JSONObject.class);
+        for(int i=0;i<conns.size();i++){
+            JSONObject conn=conns.get(i);
+            Configuration connConfig=Configuration.from(conn.toString());
+            List<String> tables=connConfig.getList(Key.TABLE,String.class);
+            DatabaseKeywordTransformer.transferDatabaseKeywords(tables);
+            originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK,i,Key.TABLE),tables);
+        }
+        super.init(originalConfig);
+    }
     @Override
     public List<Configuration> split(Configuration originalConfig, int adviceNumber) {
         List<Configuration> list = super.split(originalConfig, adviceNumber);
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
new file mode 100644
index 00000000..ccbbfb25
--- /dev/null
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
@@ -0,0 +1,69 @@
+package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
+
+//java api
+import java.util.HashSet;
+import java.util.List;
+
+//dataX api
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+
+//该类用于转义数据库中的关键字
+public  class DatabaseKeywordTransformer {
+    private static DataBaseType databaseType;
+    static HashSet<String> databaseKeywords;
+    private static HashSet<String> keywordsFromString2HashSet(final String Keywords){
+        String[] keywordArray =Keywords.split(",");
+        HashSet<String> res=new HashSet<String>();
+        for(String keyword: keywordArray){
+            res.add(keyword);
+        }
+        return res;
+    }
+    public static void setDatabaseType(final DataBaseType databaseType) throws Exception {
+        if(databaseType==DatabaseKeywordTransformer.databaseType){
+            return ;
+        }
+        DatabaseKeywordTransformer.databaseType = databaseType;
+        if(databaseType==DataBaseType.MySql){
+            databaseKeywords=keywordsFromString2HashSet(DatabaseKeywords.MYSQL_KEYWORDS);
+        }
+        else if(databaseType==DataBaseType.Oracle){
+            databaseKeywords=keywordsFromString2HashSet(DatabaseKeywords.ORACLE_KEYWORDS);
+        }
+        else if(databaseType==DataBaseType.SQLServer){
+            databaseKeywords=keywordsFromString2HashSet(DatabaseKeywords.SQLSERVER_KEYWORDS);
+        }
+        else{
+            throw new Exception("sorry,unknown database tpye...");
+        }
+    }
+
+    public static void transferDatabaseKeywords(List<String> keywords){
+        for(int i=0;i<keywords.size();i++){
+            String keyword=keywords.get(i).toUpperCase();
+            if(databaseKeywords.contains(keyword)){
+                if(databaseType==DataBaseType.MySql){
+                    keyword='`'+keyword+'`';
+                }
+                else if(databaseType==DataBaseType.Oracle){
+                    keyword='"'+keyword+'"';
+                }
+                else if(databaseType==DataBaseType.SQLServer){
+                    keyword='['+keyword+']';
+                }
+            }
+            keyword=keyword.toLowerCase();
+            keywords.set(i,keyword);
+        }
+    }
+}
+
+
+final class DatabaseKeywords{
+
+    public static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
+
+    public static final String SQLSERVER_KEYWORDS = "ADD,ALL,ALTER,AND,ANY,AS,ASC,AUTHORIZATION,BACKUP,BEGIN,BETWEEN,BREAK,BROWSE,BULK,BY,CASCADE,CASE,CHECK,CHECKPOINT,CLOSE,CLUSTERED,COALESCE,COLLATE,COLUMN,COMMIT,COMPUTE,CONSTRAINT,CONTAINS,CONTAINSTABLE,CONTINUE,CONVERT,CREATE,CROSS,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,DATABASE,DBCC,DEALLOCATE,DECLARE,DEFAULT,DELETE,DENY,DESC,DISK,DISTINCT,DISTRIBUTED,DOUBLE,DROP,DUMMY,DUMP,ELSE,END,ERRLVL,ESCAPE,EXCEPT,EXEC,EXECUTE,EXISTS,EXIT,FETCH,FILE,FILLFACTOR,FOR,FOREIGN,FREETEXT,FREETEXTTABLE,FROM,FULL,FUNCTION,GOTO,GRANT,GROUP,HAVING,HOLDLOCK,IDENTITY,IDENTITY_INSERT,IDENTITYCOL,IF,IN,INDEX,INNER,INSERT,INTERSECT,INTO,IS,JOIN,KEY,KILL,LEFT,LIKE,LINENO,LOAD,NATIONAL,NOCHECK,NONCLUSTERED,NOT,NULL,NULLIF,OF,OFF,OFFSETS,ON,OPEN,OPENDATASOURCE,OPENQUERY,OPENROWSET,OPENXML,OPTION,OR,ORDER,OUTER,OVER,PERCENT,PLAN,PRECISION,PRIMARY,PRINT,PROC,PROCEDURE,PUBLIC,RAISERROR,READ,READTEXT,RECONFIGURE,REFERENCES,REPLICATION,RESTORE,RESTRICT,RETURN,REVOKE,RIGHT,ROLLBACK,ROWCOUNT,ROWGUIDCOL,RULE,SAVE,SCHEMA,SELECT,SESSION_USER,SET,SETUSER,SHUTDOWN,SOME,STATISTICS,SYSTEM_USER,TABLE,TEXTSIZE,THEN,TO,TOP,TRAN,TRANSACTION,TRIGGER,TRUNCATE,TSEQUAL,UNION,UNIQUE,UPDATE,UPDATETEXT,USE,USER,VALUES,VARYING,VIEW,WAITFOR,WHEN,WHERE,WHILE,WITH,WRITETEXT";
+
+    public static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
+}
\ No newline at end of file
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 2290fb43..39f12eac 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -84,8 +84,11 @@ public class ObReaderUtils {
             return;
         }
         List<String> columns = context.getColumns();
+
         // 最后参与排序的索引列
+
         context.setPkColumns(pkColumns);
+
         int[] pkIndexs = new int[pkColumns.length];
         for (int i = 0, n = pkColumns.length; i < n; i++) {
             String pkc = pkColumns[i];
@@ -131,6 +134,13 @@ public class ObReaderUtils {
                     realIndex.add(columnName);
                 }
             }
+            //fix:将主键中的关键字转义
+            DatabaseKeywordTransformer.setDatabaseType(DataBaseType.MySql);
+            if(isOracleMode(context.getCompatibleMode())){
+                DatabaseKeywordTransformer.setDatabaseType(DataBaseType.Oracle);
+            }
+            DatabaseKeywordTransformer.transferDatabaseKeywords(realIndex);
+
             String[] pks = new String[realIndex.size()];
             realIndex.toArray(pks);
             return pks;

From 4e916b0f4b125d1b806206292fa345a984d031ff Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Wed, 22 Dec 2021 17:17:12 +0800
Subject: [PATCH 119/251] =?UTF-8?q?=E4=BF=AE=E5=A4=8D=E4=BA=86=E7=94=B1?=
 =?UTF-8?q?=E4=BA=8E=E6=95=B0=E6=8D=AE=E5=BA=93=E4=BF=9D=E7=95=99=E5=AD=97?=
 =?UTF-8?q?=E6=98=AF=E8=A1=A8=E5=90=8D=E6=88=96=E8=80=85=E5=AD=97=E6=AE=B5?=
 =?UTF-8?q?=E5=90=8D=E6=97=B6=E5=BC=95=E8=B5=B7=E7=9A=84sql=E9=94=99?=
 =?UTF-8?q?=E8=AF=AF?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10reader/util/DatabaseKeywordTransformer.java   | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
index ccbbfb25..2a330ccb 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
@@ -27,7 +27,7 @@ public  class DatabaseKeywordTransformer {
         if(databaseType==DataBaseType.MySql){
             databaseKeywords=keywordsFromString2HashSet(DatabaseKeywords.MYSQL_KEYWORDS);
         }
-        else if(databaseType==DataBaseType.Oracle){
+        else if(databaseType==DataBaseType.Oracle || databaseType==DataBaseType.OceanBase){
             databaseKeywords=keywordsFromString2HashSet(DatabaseKeywords.ORACLE_KEYWORDS);
         }
         else if(databaseType==DataBaseType.SQLServer){
@@ -45,7 +45,7 @@ public  class DatabaseKeywordTransformer {
                 if(databaseType==DataBaseType.MySql){
                     keyword='`'+keyword+'`';
                 }
-                else if(databaseType==DataBaseType.Oracle){
+                else if(databaseType==DataBaseType.Oracle || databaseType==DataBaseType.OceanBase){
                     keyword='"'+keyword+'"';
                 }
                 else if(databaseType==DataBaseType.SQLServer){

From 738c11e0e3e3e71d57b5b1799e560ecd96d0cb2e Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Wed, 22 Dec 2021 19:54:38 +0800
Subject: [PATCH 120/251] =?UTF-8?q?=E4=BF=AE=E5=A4=8D=E4=BA=86=E7=94=B1?=
 =?UTF-8?q?=E4=BA=8ESQL=E4=B8=AD=E7=9A=84=E4=BF=9D=E7=95=99=E5=AD=97?=
 =?UTF-8?q?=E4=BD=9C=E4=B8=BA=E8=A1=A8=E5=90=8D=E6=88=96=E8=80=85=E5=AD=97?=
 =?UTF-8?q?=E6=AE=B5=E5=90=8D=E8=80=8C=E5=BC=95=E8=B5=B7=E7=9A=84sql?=
 =?UTF-8?q?=E9=94=99=E8=AF=AF?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10reader/OceanBaseReader.java   | 21 +++---
 .../util/DatabaseKeywordTransformer.java      | 68 ++++++++++---------
 2 files changed, 44 insertions(+), 45 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
index db9d34e0..04d28482 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
@@ -37,20 +37,17 @@ public class OceanBaseReader extends Reader {
             if (userConfigedFetchSize != null) {
                 LOG.warn("The [fetchSize] is not recognized, please use readBatchSize instead.");
             }
-
             this.originalConfig.set(Constant.FETCH_SIZE, Integer.MIN_VALUE);
-
             setDatabaseType(originalConfig);
-
-
-
             this.readerJob = new ReaderJob();
-            this.readerJob.init(this.originalConfig,DATABASE_TYPE);
+            this.readerJob.init(this.originalConfig, DATABASE_TYPE);
         }
+
         @Override
-        public  void prepare(){
+        public void prepare() {
             //ObReaderUtils.DATABASE_TYPE获取当前数据库的语法模式
         }
+
         @Override
         public void preCheck() {
             init();
@@ -80,7 +77,7 @@ public class OceanBaseReader extends Reader {
             Configuration connConf = Configuration.from(conns.get(0).toString());
             List<String> jdbcUrls = connConf.getList(Key.JDBC_URL, String.class);
             String jdbcUrl = jdbcUrls.get(0);
-            if(jdbcUrl.startsWith(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING)) {
+            if (jdbcUrl.startsWith(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING)) {
                 String[] ss = jdbcUrl.split(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING_PATTERN);
                 if (ss.length != 3) {
                     LOG.warn("unrecognized jdbc url: " + jdbcUrl);
@@ -97,11 +94,11 @@ public class OceanBaseReader extends Reader {
                 if (ObReaderUtils.isOracleMode(compatibleMode)) {
                     ObReaderUtils.DATABASE_TYPE = DataBaseType.OceanBase;
                 }
-            } catch (Exception e){
+
+            } catch (Exception e) {
                 LOG.warn("error in get compatible mode, using mysql as default: " + e.getMessage());
-            }
-            finally {
-                DATABASE_TYPE=ObReaderUtils.DATABASE_TYPE;
+            } finally {
+                DATABASE_TYPE = ObReaderUtils.DATABASE_TYPE;
             }
         }
     }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
index 2a330ccb..6d85cf69 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
@@ -1,65 +1,67 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
 
 //java api
+
 import java.util.HashSet;
 import java.util.List;
 
 //dataX api
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 
-//该类用于转义数据库中的关键字
-public  class DatabaseKeywordTransformer {
+/**
+ * 该类用于转义数据库中的关键字
+ *
+ * @author:qianzhang
+ */
+public class DatabaseKeywordTransformer {
     private static DataBaseType databaseType;
     static HashSet<String> databaseKeywords;
-    private static HashSet<String> keywordsFromString2HashSet(final String Keywords){
-        String[] keywordArray =Keywords.split(",");
-        HashSet<String> res=new HashSet<String>();
-        for(String keyword: keywordArray){
+
+    private static HashSet<String> keywordsFromString2HashSet(final String keywords) {
+        String[] keywordArray = keywords.split(",");
+        HashSet<String> res = new HashSet<String>();
+        for (String keyword : keywordArray) {
             res.add(keyword);
         }
         return res;
     }
+
     public static void setDatabaseType(final DataBaseType databaseType) throws Exception {
-        if(databaseType==DatabaseKeywordTransformer.databaseType){
-            return ;
+        if (databaseType == DatabaseKeywordTransformer.databaseType) {
+            return;
         }
         DatabaseKeywordTransformer.databaseType = databaseType;
-        if(databaseType==DataBaseType.MySql){
-            databaseKeywords=keywordsFromString2HashSet(DatabaseKeywords.MYSQL_KEYWORDS);
-        }
-        else if(databaseType==DataBaseType.Oracle || databaseType==DataBaseType.OceanBase){
-            databaseKeywords=keywordsFromString2HashSet(DatabaseKeywords.ORACLE_KEYWORDS);
-        }
-        else if(databaseType==DataBaseType.SQLServer){
-            databaseKeywords=keywordsFromString2HashSet(DatabaseKeywords.SQLSERVER_KEYWORDS);
-        }
-        else{
+        if (databaseType == DataBaseType.MySql) {
+            databaseKeywords = keywordsFromString2HashSet(DatabaseKeywords.MYSQL_KEYWORDS);
+        } else if (databaseType == DataBaseType.Oracle || databaseType == DataBaseType.OceanBase) {
+            databaseKeywords = keywordsFromString2HashSet(DatabaseKeywords.ORACLE_KEYWORDS);
+        } else if (databaseType == DataBaseType.SQLServer) {
+            databaseKeywords = keywordsFromString2HashSet(DatabaseKeywords.SQLSERVER_KEYWORDS);
+        } else {
             throw new Exception("sorry,unknown database tpye...");
         }
     }
 
-    public static void transferDatabaseKeywords(List<String> keywords){
-        for(int i=0;i<keywords.size();i++){
-            String keyword=keywords.get(i).toUpperCase();
-            if(databaseKeywords.contains(keyword)){
-                if(databaseType==DataBaseType.MySql){
-                    keyword='`'+keyword+'`';
-                }
-                else if(databaseType==DataBaseType.Oracle || databaseType==DataBaseType.OceanBase){
-                    keyword='"'+keyword+'"';
-                }
-                else if(databaseType==DataBaseType.SQLServer){
-                    keyword='['+keyword+']';
+    public static void transferDatabaseKeywords(List<String> keywords) {
+        for (int i = 0; i < keywords.size(); i++) {
+            String keyword = keywords.get(i).toUpperCase();
+            if (databaseKeywords.contains(keyword)) {
+                if (databaseType == DataBaseType.MySql) {
+                    keyword = '`' + keyword + '`';
+                } else if (databaseType == DataBaseType.Oracle || databaseType == DataBaseType.OceanBase) {
+                    keyword = '"' + keyword + '"';
+                } else if (databaseType == DataBaseType.SQLServer) {
+                    keyword = '[' + keyword + ']';
                 }
             }
-            keyword=keyword.toLowerCase();
-            keywords.set(i,keyword);
+            keyword = keyword.toLowerCase();
+            keywords.set(i, keyword);
         }
     }
 }
 
 
-final class DatabaseKeywords{
+final class DatabaseKeywords {
 
     public static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
 

From bd43216cf8110703bc7f99ec0d0dcac56ac666fe Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Thu, 23 Dec 2021 13:38:37 +0800
Subject: [PATCH 121/251] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E4=BA=86=E6=8F=90?=
 =?UTF-8?q?=E5=88=B0=E7=9A=84=E4=B8=8A=E8=BF=B0=E9=97=AE=E9=A2=98?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10reader/ext/ReaderJob.java     |  3 +--
 .../util/DatabaseKeywordTransformer.java      | 19 +++++--------------
 2 files changed, 6 insertions(+), 16 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index efeec2e9..dfa1adbf 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -17,14 +17,13 @@ import org.slf4j.LoggerFactory;
 
 
 public class ReaderJob extends CommonRdbmsReader.Job {
-
+    private Logger LOG=LoggerFactory.getLogger(OceanBaseReader.Task.class);
     public ReaderJob() {
         super(ObReaderUtils.DATABASE_TYPE);
 
     }
     public void init(Configuration originalConfig,DataBaseType databaseType){
         //将config中的column和table中的关键字进行转义
-        final Logger LOG = LoggerFactory.getLogger(OceanBaseReader.Task.class);
         try {
             DatabaseKeywordTransformer.setDatabaseType(databaseType);
         }catch (Exception e){
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
index 6d85cf69..3c3e03f7 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
@@ -2,8 +2,10 @@ package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
 
 //java api
 
+import java.util.Arrays;
 import java.util.HashSet;
 import java.util.List;
+import java.util.Set;
 
 //dataX api
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
@@ -15,15 +17,10 @@ import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
  */
 public class DatabaseKeywordTransformer {
     private static DataBaseType databaseType;
-    static HashSet<String> databaseKeywords;
+    static Set<String> databaseKeywords;
 
-    private static HashSet<String> keywordsFromString2HashSet(final String keywords) {
-        String[] keywordArray = keywords.split(",");
-        HashSet<String> res = new HashSet<String>();
-        for (String keyword : keywordArray) {
-            res.add(keyword);
-        }
-        return res;
+    private static Set<String> keywordsFromString2HashSet(final String keywords) {
+        return new HashSet(Arrays.asList(keywords.split(",")));
     }
 
     public static void setDatabaseType(final DataBaseType databaseType) throws Exception {
@@ -35,8 +32,6 @@ public class DatabaseKeywordTransformer {
             databaseKeywords = keywordsFromString2HashSet(DatabaseKeywords.MYSQL_KEYWORDS);
         } else if (databaseType == DataBaseType.Oracle || databaseType == DataBaseType.OceanBase) {
             databaseKeywords = keywordsFromString2HashSet(DatabaseKeywords.ORACLE_KEYWORDS);
-        } else if (databaseType == DataBaseType.SQLServer) {
-            databaseKeywords = keywordsFromString2HashSet(DatabaseKeywords.SQLSERVER_KEYWORDS);
         } else {
             throw new Exception("sorry,unknown database tpye...");
         }
@@ -50,8 +45,6 @@ public class DatabaseKeywordTransformer {
                     keyword = '`' + keyword + '`';
                 } else if (databaseType == DataBaseType.Oracle || databaseType == DataBaseType.OceanBase) {
                     keyword = '"' + keyword + '"';
-                } else if (databaseType == DataBaseType.SQLServer) {
-                    keyword = '[' + keyword + ']';
                 }
             }
             keyword = keyword.toLowerCase();
@@ -65,7 +58,5 @@ final class DatabaseKeywords {
 
     public static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
 
-    public static final String SQLSERVER_KEYWORDS = "ADD,ALL,ALTER,AND,ANY,AS,ASC,AUTHORIZATION,BACKUP,BEGIN,BETWEEN,BREAK,BROWSE,BULK,BY,CASCADE,CASE,CHECK,CHECKPOINT,CLOSE,CLUSTERED,COALESCE,COLLATE,COLUMN,COMMIT,COMPUTE,CONSTRAINT,CONTAINS,CONTAINSTABLE,CONTINUE,CONVERT,CREATE,CROSS,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,DATABASE,DBCC,DEALLOCATE,DECLARE,DEFAULT,DELETE,DENY,DESC,DISK,DISTINCT,DISTRIBUTED,DOUBLE,DROP,DUMMY,DUMP,ELSE,END,ERRLVL,ESCAPE,EXCEPT,EXEC,EXECUTE,EXISTS,EXIT,FETCH,FILE,FILLFACTOR,FOR,FOREIGN,FREETEXT,FREETEXTTABLE,FROM,FULL,FUNCTION,GOTO,GRANT,GROUP,HAVING,HOLDLOCK,IDENTITY,IDENTITY_INSERT,IDENTITYCOL,IF,IN,INDEX,INNER,INSERT,INTERSECT,INTO,IS,JOIN,KEY,KILL,LEFT,LIKE,LINENO,LOAD,NATIONAL,NOCHECK,NONCLUSTERED,NOT,NULL,NULLIF,OF,OFF,OFFSETS,ON,OPEN,OPENDATASOURCE,OPENQUERY,OPENROWSET,OPENXML,OPTION,OR,ORDER,OUTER,OVER,PERCENT,PLAN,PRECISION,PRIMARY,PRINT,PROC,PROCEDURE,PUBLIC,RAISERROR,READ,READTEXT,RECONFIGURE,REFERENCES,REPLICATION,RESTORE,RESTRICT,RETURN,REVOKE,RIGHT,ROLLBACK,ROWCOUNT,ROWGUIDCOL,RULE,SAVE,SCHEMA,SELECT,SESSION_USER,SET,SETUSER,SHUTDOWN,SOME,STATISTICS,SYSTEM_USER,TABLE,TEXTSIZE,THEN,TO,TOP,TRAN,TRANSACTION,TRIGGER,TRUNCATE,TSEQUAL,UNION,UNIQUE,UPDATE,UPDATETEXT,USE,USER,VALUES,VARYING,VIEW,WAITFOR,WHEN,WHERE,WHILE,WITH,WRITETEXT";
-
     public static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
 }
\ No newline at end of file

From 30ed711131c84f8401e06e186434f5ed340f647f Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Thu, 23 Dec 2021 13:46:26 +0800
Subject: [PATCH 122/251] =?UTF-8?q?=E5=86=8D=E6=AC=A1=E4=BF=AE=E5=A4=8D?=
 =?UTF-8?q?=E4=BA=86=E9=97=AE=E9=A2=98?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index dfa1adbf..2584ca33 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -26,8 +26,8 @@ public class ReaderJob extends CommonRdbmsReader.Job {
         //将config中的column和table中的关键字进行转义
         try {
             DatabaseKeywordTransformer.setDatabaseType(databaseType);
-        }catch (Exception e){
-            LOG.warn("database type is "+databaseType+e.getMessage());
+        } catch (Exception e) {
+            LOG.warn("database type is " + databaseType + e.getMessage());
         }
         List<String> columns=originalConfig.getList(Key.COLUMN,String.class);
         DatabaseKeywordTransformer.transferDatabaseKeywords(columns);

From b017102e0e59ec36e9863a2a2fa90d55a376d5ad Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Thu, 23 Dec 2021 15:20:56 +0800
Subject: [PATCH 123/251] =?UTF-8?q?=E6=9C=80=E7=BB=88=E7=89=88?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10reader/ext/ReaderJob.java     | 21 +++++++++++--------
 1 file changed, 12 insertions(+), 9 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index 2584ca33..d574e3e1 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -17,32 +17,35 @@ import org.slf4j.LoggerFactory;
 
 
 public class ReaderJob extends CommonRdbmsReader.Job {
-    private Logger LOG=LoggerFactory.getLogger(OceanBaseReader.Task.class);
+    private Logger LOG = LoggerFactory.getLogger(OceanBaseReader.Task.class);
+
     public ReaderJob() {
         super(ObReaderUtils.DATABASE_TYPE);
 
     }
-    public void init(Configuration originalConfig,DataBaseType databaseType){
+
+    public void init(Configuration originalConfig, DataBaseType databaseType) {
         //将config中的column和table中的关键字进行转义
         try {
             DatabaseKeywordTransformer.setDatabaseType(databaseType);
         } catch (Exception e) {
             LOG.warn("database type is " + databaseType + e.getMessage());
         }
-        List<String> columns=originalConfig.getList(Key.COLUMN,String.class);
+        List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
         DatabaseKeywordTransformer.transferDatabaseKeywords(columns);
         originalConfig.set(Key.COLUMN, columns);
 
-        List<JSONObject> conns=originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK,JSONObject.class);
-        for(int i=0;i<conns.size();i++){
-            JSONObject conn=conns.get(i);
-            Configuration connConfig=Configuration.from(conn.toString());
-            List<String> tables=connConfig.getList(Key.TABLE,String.class);
+        List<JSONObject> conns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, JSONObject.class);
+        for (int i = 0; i < conns.size(); i++) {
+            JSONObject conn = conns.get(i);
+            Configuration connConfig = Configuration.from(conn.toString());
+            List<String> tables = connConfig.getList(Key.TABLE, String.class);
             DatabaseKeywordTransformer.transferDatabaseKeywords(tables);
-            originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK,i,Key.TABLE),tables);
+            originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, i, Key.TABLE), tables);
         }
         super.init(originalConfig);
     }
+
     @Override
     public List<Configuration> split(Configuration originalConfig, int adviceNumber) {
         List<Configuration> list = super.split(originalConfig, adviceNumber);

From 19a44e8d9d1f40e1fbf4b2b0b105f346c00fbfbe Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Thu, 23 Dec 2021 18:10:08 +0800
Subject: [PATCH 124/251] =?UTF-8?q?=E4=BC=98=E5=8C=96=E4=BA=86=E4=BB=A3?=
 =?UTF-8?q?=E7=A0=81=E7=9A=84=E4=B8=80=E9=83=A8=E5=88=86?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10reader/OceanBaseReader.java   |  14 +-
 .../oceanbasev10reader/ext/ReaderJob.java     |  16 +--
 .../oceanbasev10reader/ext/ReaderTask.java    |  24 ++--
 .../util/ObReaderUtils.java                   | 125 ++++++++++--------
 .../oceanbasev10reader/util/TaskContext.java  |   1 +
 5 files changed, 94 insertions(+), 86 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
index 04d28482..fc461597 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
@@ -1,12 +1,8 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader;
 
-import java.sql.Array;
 import java.sql.Connection;
-import java.util.ArrayList;
 import java.util.List;
 
-import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.DatabaseKeywordTransformer;
-import com.alibaba.fastjson.JSONObject;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -26,7 +22,6 @@ public class OceanBaseReader extends Reader {
     public static class Job extends Reader.Job {
         private Configuration originalConfig = null;
         private ReaderJob readerJob;
-        private DataBaseType DATABASE_TYPE;
         private static final Logger LOG = LoggerFactory.getLogger(Task.class);
 
         @Override
@@ -40,7 +35,7 @@ public class OceanBaseReader extends Reader {
             this.originalConfig.set(Constant.FETCH_SIZE, Integer.MIN_VALUE);
             setDatabaseType(originalConfig);
             this.readerJob = new ReaderJob();
-            this.readerJob.init(this.originalConfig, DATABASE_TYPE);
+            this.readerJob.init(this.originalConfig);
         }
 
         @Override
@@ -51,7 +46,7 @@ public class OceanBaseReader extends Reader {
         @Override
         public void preCheck() {
             init();
-            this.readerJob.preCheck(this.originalConfig, ObReaderUtils.DATABASE_TYPE);
+            this.readerJob.preCheck(this.originalConfig, ObReaderUtils.compatibleMode);
 
         }
 
@@ -92,13 +87,12 @@ public class OceanBaseReader extends Reader {
                 Connection conn = DBUtil.getConnection(DataBaseType.OceanBase, obJdbcUrl, username, password);
                 String compatibleMode = ObReaderUtils.getCompatibleMode(conn);
                 if (ObReaderUtils.isOracleMode(compatibleMode)) {
-                    ObReaderUtils.DATABASE_TYPE = DataBaseType.OceanBase;
+                    ObReaderUtils.compatibleMode = DataBaseType.Oracle;
+                    ObReaderUtils.databaseType = DataBaseType.OceanBase;
                 }
 
             } catch (Exception e) {
                 LOG.warn("error in get compatible mode, using mysql as default: " + e.getMessage());
-            } finally {
-                DATABASE_TYPE = ObReaderUtils.DATABASE_TYPE;
             }
         }
     }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index d574e3e1..2a31aaa1 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -9,7 +9,6 @@ import com.alibaba.datax.plugin.rdbms.reader.Key;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.rdbms.writer.Constant;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.OceanBaseReader;
-import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.DatabaseKeywordTransformer;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.ObReaderUtils;
 import com.alibaba.fastjson.JSONObject;
 import org.slf4j.Logger;
@@ -20,19 +19,14 @@ public class ReaderJob extends CommonRdbmsReader.Job {
     private Logger LOG = LoggerFactory.getLogger(OceanBaseReader.Task.class);
 
     public ReaderJob() {
-        super(ObReaderUtils.DATABASE_TYPE);
-
+        super(ObReaderUtils.databaseType);
     }
 
-    public void init(Configuration originalConfig, DataBaseType databaseType) {
+    @Override
+    public void init(Configuration originalConfig) {
         //将config中的column和table中的关键字进行转义
-        try {
-            DatabaseKeywordTransformer.setDatabaseType(databaseType);
-        } catch (Exception e) {
-            LOG.warn("database type is " + databaseType + e.getMessage());
-        }
         List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
-        DatabaseKeywordTransformer.transferDatabaseKeywords(columns);
+        ObReaderUtils.transferDatabaseKeywords(columns);
         originalConfig.set(Key.COLUMN, columns);
 
         List<JSONObject> conns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, JSONObject.class);
@@ -40,7 +34,7 @@ public class ReaderJob extends CommonRdbmsReader.Job {
             JSONObject conn = conns.get(i);
             Configuration connConfig = Configuration.from(conn.toString());
             List<String> tables = connConfig.getList(Key.TABLE, String.class);
-            DatabaseKeywordTransformer.transferDatabaseKeywords(tables);
+            ObReaderUtils.transferDatabaseKeywords(tables);
             originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, i, Key.TABLE), tables);
         }
         super.init(originalConfig);
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
index 073bb3cb..b5314ad8 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
@@ -41,11 +41,12 @@ public class ReaderTask extends CommonRdbmsReader.Task {
     private boolean reuseConn = false;
 
     public ReaderTask(int taskGroupId, int taskId) {
-        super(ObReaderUtils.DATABASE_TYPE, taskGroupId, taskId);
+        super(ObReaderUtils.compatibleMode, taskGroupId, taskId);
         this.taskGroupId = taskGroupId;
         this.taskId = taskId;
     }
 
+    @Override
     public void init(Configuration readerSliceConfig) {
         /* for database connection */
         username = readerSliceConfig.getString(Key.USERNAME);
@@ -54,7 +55,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
         queryTimeoutSeconds = readerSliceConfig.getInt(Config.QUERY_TIMEOUT_SECOND,
                 Config.DEFAULT_QUERY_TIMEOUT_SECOND);
         // ob10的处理
-        if(jdbcUrl.startsWith(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING)) {
+        if (jdbcUrl.startsWith(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING)) {
             String[] ss = jdbcUrl.split(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING_PATTERN);
             if (ss.length == 3) {
                 LOG.info("this is ob1_0 jdbc url.");
@@ -63,7 +64,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
             }
         }
 
-        if (ObReaderUtils.DATABASE_TYPE == DataBaseType.OceanBase) {
+        if (ObReaderUtils.databaseType == DataBaseType.OceanBase) {
             jdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:") + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
             compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
         } else {
@@ -72,7 +73,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
         LOG.info("this is ob1_0 jdbc url. user=" + username + " :url=" + jdbcUrl);
         mandatoryEncoding = readerSliceConfig.getString(Key.MANDATORY_ENCODING, "");
         retryLimit = readerSliceConfig.getInt(Config.RETRY_LIMIT, Config.DEFAULT_RETRY_LIMIT);
-        LOG.info("retryLimit: "+ retryLimit);
+        LOG.info("retryLimit: " + retryLimit);
     }
 
     private void buildSavePoint(TaskContext context) {
@@ -83,7 +84,6 @@ public class ReaderTask extends CommonRdbmsReader.Task {
     }
 
     /**
-     *
      * 如果isTableMode && table有PK
      * <p>
      * 则支持断点续读 (若pk不在原始的columns中,则追加到尾部,但不传给下游)
@@ -92,7 +92,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
      */
     @Override
     public void startRead(Configuration readerSliceConfig, RecordSender recordSender,
-            TaskPluginCollector taskPluginCollector, int fetchSize) {
+                          TaskPluginCollector taskPluginCollector, int fetchSize) {
         String querySql = readerSliceConfig.getString(Key.QUERY_SQL);
         String table = readerSliceConfig.getString(Key.TABLE);
         PerfTrace.getInstance().addTaskDetails(taskId, table + "," + jdbcUrl);
@@ -131,14 +131,14 @@ public class ReaderTask extends CommonRdbmsReader.Task {
     }
 
     private void startRead0(boolean isTableMode, TaskContext context, RecordSender recordSender,
-            TaskPluginCollector taskPluginCollector) {
+                            TaskPluginCollector taskPluginCollector) {
         // 不是table模式 直接使用原来的做法
         if (!isTableMode) {
             doRead(recordSender, taskPluginCollector, context);
             return;
         }
         // check primary key index
-        Connection conn = DBUtil.getConnection(ObReaderUtils.DATABASE_TYPE, jdbcUrl, username, password);
+        Connection conn = DBUtil.getConnection(ObReaderUtils.databaseType, jdbcUrl, username, password);
         ObReaderUtils.initConn4Reader(conn, queryTimeoutSeconds);
         context.setConn(conn);
         try {
@@ -184,11 +184,11 @@ public class ReaderTask extends CommonRdbmsReader.Task {
                 }
             } catch (Throwable e) {
                 if (retryLimit == ++retryCount) {
-                    throw RdbmsException.asQueryException(ObReaderUtils.DATABASE_TYPE, new Exception(e),
+                    throw RdbmsException.asQueryException(ObReaderUtils.compatibleMode, new Exception(e),
                             context.getQuerySql(), context.getTable(), username);
                 }
                 LOG.error("read fail, retry count " + retryCount + ", sleep 60 second, save point:" +
-                        context.getSavePoint() + ", error: "+ e.getMessage());
+                        context.getSavePoint() + ", error: " + e.getMessage());
                 ObReaderUtils.sleep(60000); // sleep 10s
             }
             // 假如原来的查询有查出数据,则改成增量查询
@@ -227,7 +227,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
             LOG.info("connection is alive, will reuse this connection.");
         } else {
             LOG.info("Create new connection for reader.");
-            conn = DBUtil.getConnection(ObReaderUtils.DATABASE_TYPE, jdbcUrl, username, password);
+            conn = DBUtil.getConnection(ObReaderUtils.databaseType, jdbcUrl, username, password);
             ObReaderUtils.initConn4Reader(conn, queryTimeoutSeconds);
             context.setConn(conn);
         }
@@ -287,7 +287,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
             ObReaderUtils.close(null, null, context.getConn());
             context.setConn(null);
             LOG.error("reader data fail", e);
-            throw RdbmsException.asQueryException(ObReaderUtils.DATABASE_TYPE, e, context.getQuerySql(),
+            throw RdbmsException.asQueryException(ObReaderUtils.compatibleMode, e, context.getQuerySql(),
                     context.getTable(), username);
         } finally {
             perfRecord.end();
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 39f12eac..5084523e 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -6,18 +6,12 @@ import java.sql.ResultSet;
 import java.sql.SQLException;
 import java.sql.Statement;
 import java.sql.Timestamp;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
+import java.util.*;
 import java.util.Map.Entry;
-import java.util.TreeMap;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
-import java.util.Set;
-import java.util.TreeSet;
 
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import org.apache.commons.lang3.ArrayUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
@@ -32,21 +26,54 @@ import com.alibaba.datax.common.element.LongColumn;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.element.StringColumn;
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.druid.sql.SQLUtils;
 import com.alibaba.druid.sql.ast.SQLExpr;
 import com.alibaba.druid.sql.ast.expr.SQLBinaryOpExpr;
 import com.alibaba.druid.sql.ast.expr.SQLBinaryOperator;
 
+import javax.xml.crypto.Data;
+
 public class ObReaderUtils {
 
     private static final Logger LOG = LoggerFactory.getLogger(ObReaderUtils.class);
+    private static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
+    private static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
 
+    private static Set<String> databaseKeywords;
+    private static DataBaseType currentKeywordsTpye;
     final static public String OB_COMPATIBLE_MODE = "obCompatibilityMode";
     final static public String OB_COMPATIBLE_MODE_ORACLE = "ORACLE";
     final static public String OB_COMPATIBLE_MODE_MYSQL = "MYSQL";
 
-    public static DataBaseType DATABASE_TYPE = DataBaseType.MySql;
+    public static DataBaseType compatibleMode = DataBaseType.MySql;
+
+    public static DataBaseType databaseType = DataBaseType.MySql;
+
+
+    private static Set<String> keywordsFromString2HashSet(final String keywords) {
+        return new HashSet(Arrays.asList(keywords.split(",")));
+    }
+
+    public static void transferDatabaseKeywords(List<String> keywords) {
+        //判断是否需要更改关键字集合
+        if (databaseKeywords == null || currentKeywordsTpye != compatibleMode) {
+            if (isOracleMode(compatibleMode.toString())) {
+                databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
+            } else {
+                databaseKeywords = keywordsFromString2HashSet(MYSQL_KEYWORDS);
+            }
+            currentKeywordsTpye = compatibleMode;
+        }
+        char escapeChar = isOracleMode(compatibleMode.toString()) ? '"' : '`';
+        for (int i = 0; i < keywords.size(); i++) {
+            String keyword = keywords.get(i).toUpperCase();
+            if (databaseKeywords.contains(keyword)) {
+                keyword = escapeChar + keyword + escapeChar;
+            }
+            keyword = keyword.toLowerCase();
+            keywords.set(i, keyword);
+        }
+    }
 
     public static void initConn4Reader(Connection conn, long queryTimeoutSeconds) {
         String setQueryTimeout = "set ob_query_timeout=" + (queryTimeoutSeconds * 1000 * 1000L);
@@ -57,7 +84,7 @@ public class ObReaderUtils {
             stmt = conn.createStatement();
             stmt.execute(setQueryTimeout);
             stmt.execute(setTrxTimeout);
-            LOG.warn("setAutoCommit=true;"+setQueryTimeout+";"+setTrxTimeout+";");
+            LOG.warn("setAutoCommit=true;" + setQueryTimeout + ";" + setTrxTimeout + ";");
         } catch (Throwable e) {
             LOG.warn("initConn4Reader fail", e);
         } finally {
@@ -73,7 +100,6 @@ public class ObReaderUtils {
     }
 
     /**
-     *
      * @param conn
      * @param context
      */
@@ -115,9 +141,9 @@ public class ObReaderUtils {
         String sql = "show index from " + tableName + " where Key_name='PRIMARY'";
         if (isOracleMode(context.getCompatibleMode())) {
             tableName = tableName.toUpperCase();
-            sql = "SELECT cols.column_name Column_name "+
+            sql = "SELECT cols.column_name Column_name " +
                     "FROM all_constraints cons, all_cons_columns cols " +
-                    "WHERE cols.table_name = '" + tableName+ "' AND cons.constraint_type = 'P' " +
+                    "WHERE cols.table_name = '" + tableName + "' AND cons.constraint_type = 'P' " +
                     "AND cons.constraint_name = cols.constraint_name AND cons.owner = cols.owner";
         }
         LOG.info("get primary key by sql: " + sql);
@@ -134,12 +160,7 @@ public class ObReaderUtils {
                     realIndex.add(columnName);
                 }
             }
-            //fix:将主键中的关键字转义
-            DatabaseKeywordTransformer.setDatabaseType(DataBaseType.MySql);
-            if(isOracleMode(context.getCompatibleMode())){
-                DatabaseKeywordTransformer.setDatabaseType(DataBaseType.Oracle);
-            }
-            DatabaseKeywordTransformer.transferDatabaseKeywords(realIndex);
+            transferDatabaseKeywords(realIndex);
 
             String[] pks = new String[realIndex.size()];
             realIndex.toArray(pks);
@@ -166,7 +187,7 @@ public class ObReaderUtils {
         if (StringUtils.isNotEmpty(indexName)) {
             String weakReadHint = weakRead ? "+READ_CONSISTENCY(WEAK)," : "+";
             sql += " /*" + weakReadHint + "index(" + context.getTable() + " " + indexName + ")*/ ";
-        } else if (weakRead){
+        } else if (weakRead) {
             sql += " /*+READ_CONSISTENCY(WEAK)*/ ";
         }
         sql += StringUtils.join(context.getColumns(), ',');
@@ -197,7 +218,6 @@ public class ObReaderUtils {
      * 增量查的SQL
      *
      * @param conn
-     *
      * @param context
      * @return sql
      */
@@ -207,8 +227,8 @@ public class ObReaderUtils {
         String sql = "select ";
         if (StringUtils.isNotEmpty(indexName)) {
             String weakReadHint = weakRead ? "+READ_CONSISTENCY(WEAK)," : "+";
-            sql += " /*"+ weakReadHint + "index(" + context.getTable() + " " + indexName + ")*/ ";
-        } else if (weakRead){
+            sql += " /*" + weakReadHint + "index(" + context.getTable() + " " + indexName + ")*/ ";
+        } else if (weakRead) {
             sql += " /*+READ_CONSISTENCY(WEAK)*/ ";
         }
         sql += StringUtils.join(context.getColumns(), ',') + " from " + context.getTable();
@@ -305,7 +325,7 @@ public class ObReaderUtils {
         final char rightBracket = ')';
         if (str != null && str.contains(String.valueOf(leftBracket)) && str.contains(String.valueOf(rightBracket)) &&
                 str.indexOf(leftBracket) < str.indexOf(rightBracket)) {
-            return str.substring(str.indexOf(leftBracket)+1, str.indexOf(rightBracket));
+            return str.substring(str.indexOf(leftBracket) + 1, str.indexOf(rightBracket));
         }
         return str;
     }
@@ -374,7 +394,7 @@ public class ObReaderUtils {
 
     /**
      * 找出where条件中的列名，目前仅支持全部为and条件，并且操作符为大于、大约等于、等于、小于、小于等于和不等于的表达式。
-     *
+     * <p>
      * test coverage: - c6 = 20180710 OR c4 = 320: no index selected - 20180710
      * = c6: correct index selected - 20180710 = c6 and c4 = 320 or c2 < 100: no
      * index selected
@@ -426,17 +446,17 @@ public class ObReaderUtils {
         if (isOracleMode(compatibleMode)) {
             tableName = tableName.toUpperCase();
             sql = "SELECT INDEX_NAME Key_name, COLUMN_NAME Column_name " +
-                  "from dba_ind_columns where TABLE_NAME = '" + tableName +"' " +
+                    "from dba_ind_columns where TABLE_NAME = '" + tableName + "' " +
                     " union all " +
-                  "SELECT DISTINCT " +
-                      "CASE " +
-                          "WHEN cons.CONSTRAINT_TYPE = 'P' THEN 'PRIMARY' " +
-                          "WHEN cons.CONSTRAINT_TYPE = 'U' THEN cons.CONSTRAINT_NAME " +
-                          "ELSE '' " +
-                      "END AS Key_name, " +
-                      "cols.column_name Column_name " +
-                  "FROM all_constraints cons, all_cons_columns cols " +
-                  "WHERE cols.table_name = '" + tableName + "' AND cons.constraint_type in('P', 'U') " +
+                    "SELECT DISTINCT " +
+                    "CASE " +
+                    "WHEN cons.CONSTRAINT_TYPE = 'P' THEN 'PRIMARY' " +
+                    "WHEN cons.CONSTRAINT_TYPE = 'U' THEN cons.CONSTRAINT_NAME " +
+                    "ELSE '' " +
+                    "END AS Key_name, " +
+                    "cols.column_name Column_name " +
+                    "FROM all_constraints cons, all_cons_columns cols " +
+                    "WHERE cols.table_name = '" + tableName + "' AND cons.constraint_type in('P', 'U') " +
                     "AND cons.constraint_name = cols.constraint_name AND cons.owner = cols.owner";
         }
         Statement stmt = null;
@@ -479,14 +499,13 @@ public class ObReaderUtils {
     }
 
     /**
-     *
      * @param conn
      * @param table
      * @param colNamesInCondition
      * @return
      */
     private static List<String> getIndexName(Connection conn, String table,
-            Set<String> colNamesInCondition, String compatibleMode) {
+                                             Set<String> colNamesInCondition, String compatibleMode) {
         List<String> indexNames = new ArrayList<String>();
         if (colNamesInCondition == null || colNamesInCondition.size() == 0) {
             LOG.info("there is no qulified conditions in the where clause, skip index selection.");
@@ -550,7 +569,7 @@ public class ObReaderUtils {
                     Map<Integer, String> index = new TreeMap<Integer, String>();
                     List<String> columnList = allIndexInTab.get(indexName);
                     for (int i = 1; i <= columnList.size(); i++) {
-                        index.put(i, columnList.get(i-1));
+                        index.put(i, columnList.get(i - 1));
                     }
                     allIndexs.put(indexName, index);
                 } else {
@@ -654,19 +673,19 @@ public class ObReaderUtils {
     public static void binding(PreparedStatement ps, List<Column> list) throws SQLException {
         for (int i = 0, n = list.size(); i < n; i++) {
             Column c = list.get(i);
-            if(c instanceof BoolColumn){
-                ps.setLong(i + 1, ((BoolColumn)c).asLong());
-            }else if(c instanceof BytesColumn){
-                ps.setBytes(i + 1, ((BytesColumn)c).asBytes());
-            }else if(c instanceof DateColumn){
-                ps.setTimestamp(i + 1, new Timestamp(((DateColumn)c).asDate().getTime()));
-            }else if(c instanceof DoubleColumn){
-                ps.setDouble(i + 1, ((DoubleColumn)c).asDouble());
-            }else if(c instanceof LongColumn){
-                ps.setLong(i + 1, ((LongColumn)c).asLong());
-            }else if(c instanceof StringColumn){
-                ps.setString(i + 1, ((StringColumn)c).asString());
-            }else{
+            if (c instanceof BoolColumn) {
+                ps.setLong(i + 1, ((BoolColumn) c).asLong());
+            } else if (c instanceof BytesColumn) {
+                ps.setBytes(i + 1, ((BytesColumn) c).asBytes());
+            } else if (c instanceof DateColumn) {
+                ps.setTimestamp(i + 1, new Timestamp(((DateColumn) c).asDate().getTime()));
+            } else if (c instanceof DoubleColumn) {
+                ps.setDouble(i + 1, ((DoubleColumn) c).asDouble());
+            } else if (c instanceof LongColumn) {
+                ps.setLong(i + 1, ((LongColumn) c).asLong());
+            } else if (c instanceof StringColumn) {
+                ps.setString(i + 1, ((StringColumn) c).asString());
+            } else {
                 ps.setObject(i + 1, c.getRawData());
             }
         }
@@ -702,6 +721,6 @@ public class ObReaderUtils {
     }
 
     public static boolean isOracleMode(String mode) {
-        return (mode != null && OB_COMPATIBLE_MODE_ORACLE.equals(mode));
+        return (mode != null && OB_COMPATIBLE_MODE_ORACLE.equals(mode.toString().toUpperCase()));
     }
 }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
index ba754a37..17655a52 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
@@ -162,6 +162,7 @@ public class TaskContext {
     public String getUserSavePoint() {
         return userSavePoint;
     }
+
     public void setUserSavePoint(String userSavePoint) {
         this.userSavePoint = userSavePoint;
     }

From 55351fcbaaa94b600f7776667fee71f94e4057f2 Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Fri, 24 Dec 2021 10:02:17 +0800
Subject: [PATCH 125/251] =?UTF-8?q?=E5=90=8C=E6=97=B6=E4=BF=AE=E6=94=B9?=
 =?UTF-8?q?=E4=BA=86reader=E5=92=8Cwriter=EF=BC=8C=E5=90=8C=E6=97=B6?=
 =?UTF-8?q?=E5=B0=86DatabaseKeywordTransformer=E7=B1=BB=E4=B8=AD=E7=9A=84?=
 =?UTF-8?q?=E5=8A=9F=E8=83=BD=E5=90=88=E5=B9=B6=E5=88=B0writer(reader)util?=
 =?UTF-8?q?s=E4=B8=AD?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10reader/OceanBaseReader.java   |  5 +-
 .../oceanbasev10reader/ext/ReaderTask.java    |  6 +-
 .../util/DatabaseKeywordTransformer.java      | 62 -------------------
 .../util/ObReaderUtils.java                   |  6 +-
 .../OceanBaseV10Writer.java                   | 14 +++++
 .../util/ObWriterUtils.java                   | 31 +++++++++-
 6 files changed, 51 insertions(+), 73 deletions(-)
 delete mode 100644 oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
index fc461597..228af811 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
@@ -46,7 +46,7 @@ public class OceanBaseReader extends Reader {
         @Override
         public void preCheck() {
             init();
-            this.readerJob.preCheck(this.originalConfig, ObReaderUtils.compatibleMode);
+            this.readerJob.preCheck(this.originalConfig, ObReaderUtils.databaseType);
 
         }
 
@@ -87,8 +87,7 @@ public class OceanBaseReader extends Reader {
                 Connection conn = DBUtil.getConnection(DataBaseType.OceanBase, obJdbcUrl, username, password);
                 String compatibleMode = ObReaderUtils.getCompatibleMode(conn);
                 if (ObReaderUtils.isOracleMode(compatibleMode)) {
-                    ObReaderUtils.compatibleMode = DataBaseType.Oracle;
-                    ObReaderUtils.databaseType = DataBaseType.OceanBase;
+                    ObReaderUtils.compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
                 }
 
             } catch (Exception e) {
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
index b5314ad8..fab0b1fb 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
@@ -41,7 +41,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
     private boolean reuseConn = false;
 
     public ReaderTask(int taskGroupId, int taskId) {
-        super(ObReaderUtils.compatibleMode, taskGroupId, taskId);
+        super(ObReaderUtils.databaseType, taskGroupId, taskId);
         this.taskGroupId = taskGroupId;
         this.taskId = taskId;
     }
@@ -184,7 +184,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
                 }
             } catch (Throwable e) {
                 if (retryLimit == ++retryCount) {
-                    throw RdbmsException.asQueryException(ObReaderUtils.compatibleMode, new Exception(e),
+                    throw RdbmsException.asQueryException(ObReaderUtils.databaseType, new Exception(e),
                             context.getQuerySql(), context.getTable(), username);
                 }
                 LOG.error("read fail, retry count " + retryCount + ", sleep 60 second, save point:" +
@@ -287,7 +287,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
             ObReaderUtils.close(null, null, context.getConn());
             context.setConn(null);
             LOG.error("reader data fail", e);
-            throw RdbmsException.asQueryException(ObReaderUtils.compatibleMode, e, context.getQuerySql(),
+            throw RdbmsException.asQueryException(ObReaderUtils.databaseType, e, context.getQuerySql(),
                     context.getTable(), username);
         } finally {
             perfRecord.end();
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
deleted file mode 100644
index 3c3e03f7..00000000
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/DatabaseKeywordTransformer.java
+++ /dev/null
@@ -1,62 +0,0 @@
-package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
-
-//java api
-
-import java.util.Arrays;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Set;
-
-//dataX api
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
-
-/**
- * 该类用于转义数据库中的关键字
- *
- * @author:qianzhang
- */
-public class DatabaseKeywordTransformer {
-    private static DataBaseType databaseType;
-    static Set<String> databaseKeywords;
-
-    private static Set<String> keywordsFromString2HashSet(final String keywords) {
-        return new HashSet(Arrays.asList(keywords.split(",")));
-    }
-
-    public static void setDatabaseType(final DataBaseType databaseType) throws Exception {
-        if (databaseType == DatabaseKeywordTransformer.databaseType) {
-            return;
-        }
-        DatabaseKeywordTransformer.databaseType = databaseType;
-        if (databaseType == DataBaseType.MySql) {
-            databaseKeywords = keywordsFromString2HashSet(DatabaseKeywords.MYSQL_KEYWORDS);
-        } else if (databaseType == DataBaseType.Oracle || databaseType == DataBaseType.OceanBase) {
-            databaseKeywords = keywordsFromString2HashSet(DatabaseKeywords.ORACLE_KEYWORDS);
-        } else {
-            throw new Exception("sorry,unknown database tpye...");
-        }
-    }
-
-    public static void transferDatabaseKeywords(List<String> keywords) {
-        for (int i = 0; i < keywords.size(); i++) {
-            String keyword = keywords.get(i).toUpperCase();
-            if (databaseKeywords.contains(keyword)) {
-                if (databaseType == DataBaseType.MySql) {
-                    keyword = '`' + keyword + '`';
-                } else if (databaseType == DataBaseType.Oracle || databaseType == DataBaseType.OceanBase) {
-                    keyword = '"' + keyword + '"';
-                }
-            }
-            keyword = keyword.toLowerCase();
-            keywords.set(i, keyword);
-        }
-    }
-}
-
-
-final class DatabaseKeywords {
-
-    public static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
-
-    public static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
-}
\ No newline at end of file
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 5084523e..8efee64f 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -40,14 +40,14 @@ public class ObReaderUtils {
     private static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
 
     private static Set<String> databaseKeywords;
-    private static DataBaseType currentKeywordsTpye;
+    private static String currentKeywordsTpye;
     final static public String OB_COMPATIBLE_MODE = "obCompatibilityMode";
     final static public String OB_COMPATIBLE_MODE_ORACLE = "ORACLE";
     final static public String OB_COMPATIBLE_MODE_MYSQL = "MYSQL";
 
-    public static DataBaseType compatibleMode = DataBaseType.MySql;
+    public static String compatibleMode = OB_COMPATIBLE_MODE_MYSQL;
 
-    public static DataBaseType databaseType = DataBaseType.MySql;
+    public static final DataBaseType databaseType = DataBaseType.OceanBase;
 
 
     private static Set<String> keywordsFromString2HashSet(final String keywords) {
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
index 4ffaffed..bf1c9f60 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
@@ -6,6 +6,7 @@ import java.util.List;
 import java.util.concurrent.TimeUnit;
 
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.DbUtils;
+import com.alibaba.fastjson.JSONObject;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -60,6 +61,19 @@ public class OceanBaseV10Writer extends Writer {
 		public void init() {
 			this.originalConfig = super.getPluginJobConf();
 			checkCompatibleMode(originalConfig);
+			//将config中的column和table中的关键字进行转义
+			List<String> columns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Key.COLUMN, String.class);
+			ObWriterUtils.transferDatabaseKeywords(columns);
+			originalConfig.set(com.alibaba.datax.plugin.rdbms.reader.Key.COLUMN, columns);
+
+			List<JSONObject> conns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, JSONObject.class);
+			for (int i = 0; i < conns.size(); i++) {
+				JSONObject conn = conns.get(i);
+				Configuration connConfig = Configuration.from(conn.toString());
+				List<String> tables = connConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Key.TABLE, String.class);
+				ObWriterUtils.transferDatabaseKeywords(tables);
+				originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, i, com.alibaba.datax.plugin.rdbms.reader.Key.TABLE), tables);
+			}
 			this.commonJob = new CommonRdbmsWriter.Job(DATABASE_TYPE);
 			this.commonJob.init(this.originalConfig);
 		}
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
index 368c3d17..a8ff7a04 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
@@ -14,12 +14,39 @@ import java.util.*;
 import java.util.stream.Collectors;
 
 public class ObWriterUtils {
-	protected static final Logger LOG = LoggerFactory.getLogger(Task.class);
+
+	private static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
+	private static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
 
 	private static String CHECK_MEMSTORE = "select 1 from %s.gv$memstore t where t.total>t.mem_limit * ?";
-
+	private static Set<String> databaseKeywords;
 	private static String compatibleMode = null;
+	private static String currentKeywordsTpye =null;
+	protected static final Logger LOG = LoggerFactory.getLogger(Task.class);
+	private static Set<String> keywordsFromString2HashSet(final String keywords) {
+		return new HashSet(Arrays.asList(keywords.split(",")));
+	}
 
+	public static void transferDatabaseKeywords(List<String> keywords) {
+		//判断是否需要更改关键字集合
+		if (databaseKeywords == null || currentKeywordsTpye != compatibleMode) {
+			if (isOracleMode()) {
+				databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
+			} else {
+				databaseKeywords = keywordsFromString2HashSet(MYSQL_KEYWORDS);
+			}
+			currentKeywordsTpye = compatibleMode;
+		}
+		char escapeChar = isOracleMode() ? '"' : '`';
+		for (int i = 0; i < keywords.size(); i++) {
+			String keyword = keywords.get(i).toUpperCase();
+			if (databaseKeywords.contains(keyword)) {
+				keyword = escapeChar + keyword + escapeChar;
+			}
+			keyword = keyword.toLowerCase();
+			keywords.set(i, keyword);
+		}
+	}
 	public static boolean isMemstoreFull(Connection conn, double memstoreThreshold) {
 		PreparedStatement ps = null;
 		ResultSet rs = null;

From dcb541f04801afb9fc95f28e6aec348e216952a8 Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Mon, 27 Dec 2021 17:02:51 +0800
Subject: [PATCH 126/251] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E4=BA=86=E4=B8=8A?=
 =?UTF-8?q?=E4=B8=80=E4=B8=AA=E7=89=88=E6=9C=AC=E6=8F=90=E5=88=B0=E7=9A=84?=
 =?UTF-8?q?=E9=97=AE=E9=A2=98?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../reader/oceanbasev10reader/ext/ReaderJob.java  |  4 ++--
 .../reader/oceanbasev10reader/ext/ReaderTask.java |  4 +++-
 .../oceanbasev10reader/util/ObReaderUtils.java    | 14 +++++---------
 .../oceanbasev10writer/OceanBaseV10Writer.java    | 15 +++++++--------
 .../task/ConcurrentTableWriterTask.java           |  7 ++++++-
 .../oceanbasev10writer/util/ObWriterUtils.java    | 10 ++++------
 6 files changed, 27 insertions(+), 27 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index 2a31aaa1..f69a9166 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -26,7 +26,7 @@ public class ReaderJob extends CommonRdbmsReader.Job {
     public void init(Configuration originalConfig) {
         //将config中的column和table中的关键字进行转义
         List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
-        ObReaderUtils.transferDatabaseKeywords(columns);
+        ObReaderUtils.escapeDatabaseKeywords(columns);
         originalConfig.set(Key.COLUMN, columns);
 
         List<JSONObject> conns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, JSONObject.class);
@@ -34,7 +34,7 @@ public class ReaderJob extends CommonRdbmsReader.Job {
             JSONObject conn = conns.get(i);
             Configuration connConfig = Configuration.from(conn.toString());
             List<String> tables = connConfig.getList(Key.TABLE, String.class);
-            ObReaderUtils.transferDatabaseKeywords(tables);
+            ObReaderUtils.escapeDatabaseKeywords(tables);
             originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, i, Key.TABLE), tables);
         }
         super.init(originalConfig);
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
index fab0b1fb..254b334c 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
@@ -66,10 +66,12 @@ public class ReaderTask extends CommonRdbmsReader.Task {
 
         if (ObReaderUtils.databaseType == DataBaseType.OceanBase) {
             jdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:") + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
-            compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
         } else {
             jdbcUrl = jdbcUrl + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
         }
+        if(ObReaderUtils.compatibleMode==ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE){
+            compatibleMode=ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
+        }
         LOG.info("this is ob1_0 jdbc url. user=" + username + " :url=" + jdbcUrl);
         mandatoryEncoding = readerSliceConfig.getString(Key.MANDATORY_ENCODING, "");
         retryLimit = readerSliceConfig.getInt(Config.RETRY_LIMIT, Config.DEFAULT_RETRY_LIMIT);
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 8efee64f..143171db 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -40,7 +40,6 @@ public class ObReaderUtils {
     private static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
 
     private static Set<String> databaseKeywords;
-    private static String currentKeywordsTpye;
     final static public String OB_COMPATIBLE_MODE = "obCompatibilityMode";
     final static public String OB_COMPATIBLE_MODE_ORACLE = "ORACLE";
     final static public String OB_COMPATIBLE_MODE_MYSQL = "MYSQL";
@@ -54,23 +53,20 @@ public class ObReaderUtils {
         return new HashSet(Arrays.asList(keywords.split(",")));
     }
 
-    public static void transferDatabaseKeywords(List<String> keywords) {
-        //判断是否需要更改关键字集合
-        if (databaseKeywords == null || currentKeywordsTpye != compatibleMode) {
+    public static void escapeDatabaseKeywords(List<String> keywords) {
+        if (databaseKeywords == null) {
             if (isOracleMode(compatibleMode.toString())) {
                 databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
             } else {
                 databaseKeywords = keywordsFromString2HashSet(MYSQL_KEYWORDS);
             }
-            currentKeywordsTpye = compatibleMode;
         }
         char escapeChar = isOracleMode(compatibleMode.toString()) ? '"' : '`';
         for (int i = 0; i < keywords.size(); i++) {
-            String keyword = keywords.get(i).toUpperCase();
-            if (databaseKeywords.contains(keyword)) {
+            String keyword = keywords.get(i);
+            if (databaseKeywords.contains(keyword.toUpperCase())) {
                 keyword = escapeChar + keyword + escapeChar;
             }
-            keyword = keyword.toLowerCase();
             keywords.set(i, keyword);
         }
     }
@@ -160,7 +156,7 @@ public class ObReaderUtils {
                     realIndex.add(columnName);
                 }
             }
-            transferDatabaseKeywords(realIndex);
+            escapeDatabaseKeywords(realIndex);
 
             String[] pks = new String[realIndex.size()];
             realIndex.toArray(pks);
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
index bf1c9f60..417fccb3 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
@@ -3,7 +3,6 @@ package com.alibaba.datax.plugin.writer.oceanbasev10writer;
 import java.sql.*;
 import java.util.ArrayList;
 import java.util.List;
-import java.util.concurrent.TimeUnit;
 
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.DbUtils;
 import com.alibaba.fastjson.JSONObject;
@@ -62,17 +61,17 @@ public class OceanBaseV10Writer extends Writer {
 			this.originalConfig = super.getPluginJobConf();
 			checkCompatibleMode(originalConfig);
 			//将config中的column和table中的关键字进行转义
-			List<String> columns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Key.COLUMN, String.class);
-			ObWriterUtils.transferDatabaseKeywords(columns);
-			originalConfig.set(com.alibaba.datax.plugin.rdbms.reader.Key.COLUMN, columns);
+			List<String> columns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.writer.Key.COLUMN, String.class);
+			ObWriterUtils.escapeDatabaseKeywords(columns);
+			originalConfig.set(com.alibaba.datax.plugin.rdbms.writer.Key.COLUMN, columns);
 
-			List<JSONObject> conns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, JSONObject.class);
+			List<JSONObject> conns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.writer.Constant.CONN_MARK, JSONObject.class);
 			for (int i = 0; i < conns.size(); i++) {
 				JSONObject conn = conns.get(i);
 				Configuration connConfig = Configuration.from(conn.toString());
-				List<String> tables = connConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Key.TABLE, String.class);
-				ObWriterUtils.transferDatabaseKeywords(tables);
-				originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, i, com.alibaba.datax.plugin.rdbms.reader.Key.TABLE), tables);
+				List<String> tables = connConfig.getList(com.alibaba.datax.plugin.rdbms.writer.Key.TABLE, String.class);
+				ObWriterUtils.escapeDatabaseKeywords(tables);
+				originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.writer.Constant.CONN_MARK, i, com.alibaba.datax.plugin.rdbms.writer.Key.TABLE), tables);
 			}
 			this.commonJob = new CommonRdbmsWriter.Job(DATABASE_TYPE);
 			this.commonJob.init(this.originalConfig);
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index cbc9a936..f07c543b 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -15,6 +15,7 @@ import java.util.concurrent.atomic.AtomicLong;
 import java.util.concurrent.locks.Condition;
 import java.util.concurrent.locks.Lock;
 import java.util.concurrent.locks.ReentrantLock;
+import java.util.regex.Pattern;
 
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ObClientConnHolder;
@@ -105,7 +106,11 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
         checkConnHolder.initConnection();
         if (isOracleCompatibleMode) {
            connectInfo.databaseName =  connectInfo.databaseName.toUpperCase();
-           table = table.toUpperCase();
+           //在转义的情况下不翻译
+           if(!Pattern.matches("\"\\w*\"",table)){
+			   table = table.toUpperCase();
+		   }
+
            LOG.info(String.format("this is oracle compatible mode, change database to %s, table to %s",
                    connectInfo.databaseName, table));
         }
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
index a8ff7a04..8e9b4204 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
@@ -21,26 +21,24 @@ public class ObWriterUtils {
 	private static String CHECK_MEMSTORE = "select 1 from %s.gv$memstore t where t.total>t.mem_limit * ?";
 	private static Set<String> databaseKeywords;
 	private static String compatibleMode = null;
-	private static String currentKeywordsTpye =null;
 	protected static final Logger LOG = LoggerFactory.getLogger(Task.class);
 	private static Set<String> keywordsFromString2HashSet(final String keywords) {
 		return new HashSet(Arrays.asList(keywords.split(",")));
 	}
 
-	public static void transferDatabaseKeywords(List<String> keywords) {
+	public static void escapeDatabaseKeywords(List<String> keywords) {
 		//判断是否需要更改关键字集合
-		if (databaseKeywords == null || currentKeywordsTpye != compatibleMode) {
+		if (databaseKeywords == null) {
 			if (isOracleMode()) {
 				databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
 			} else {
 				databaseKeywords = keywordsFromString2HashSet(MYSQL_KEYWORDS);
 			}
-			currentKeywordsTpye = compatibleMode;
 		}
 		char escapeChar = isOracleMode() ? '"' : '`';
 		for (int i = 0; i < keywords.size(); i++) {
-			String keyword = keywords.get(i).toUpperCase();
-			if (databaseKeywords.contains(keyword)) {
+			String keyword = keywords.get(i);
+			if (databaseKeywords.contains(keyword.toUpperCase())) {
 				keyword = escapeChar + keyword + escapeChar;
 			}
 			keyword = keyword.toLowerCase();

From 9f09039a23aee7fa42a4cd140c81aee7687518ce Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Mon, 27 Dec 2021 17:49:49 +0800
Subject: [PATCH 127/251] =?UTF-8?q?=E4=BF=AE=E6=94=B9=E4=BA=86=E9=97=AE?=
 =?UTF-8?q?=E9=A2=98?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10reader/ext/ReaderTask.java    | 26 ++++----
 .../util/ObReaderUtils.java                   |  2 +-
 .../OceanBaseV10Writer.java                   | 30 +++++-----
 .../task/ConcurrentTableWriterTask.java       | 59 +++++++++----------
 .../util/ObWriterUtils.java                   |  1 -
 5 files changed, 55 insertions(+), 63 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
index 254b334c..1376f113 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
@@ -1,13 +1,5 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader.ext;
 
-import java.sql.*;
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.plugin.RecordSender;
@@ -19,11 +11,17 @@ import com.alibaba.datax.plugin.rdbms.reader.CommonRdbmsReader;
 import com.alibaba.datax.plugin.rdbms.reader.Constant;
 import com.alibaba.datax.plugin.rdbms.reader.Key;
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.Config;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.ObReaderUtils;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.TaskContext;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.*;
+import java.util.ArrayList;
+import java.util.List;
 
 public class ReaderTask extends CommonRdbmsReader.Task {
     private static final Logger LOG = LoggerFactory.getLogger(ReaderTask.class);
@@ -64,13 +62,9 @@ public class ReaderTask extends CommonRdbmsReader.Task {
             }
         }
 
-        if (ObReaderUtils.databaseType == DataBaseType.OceanBase) {
-            jdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:") + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
-        } else {
-            jdbcUrl = jdbcUrl + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
-        }
-        if(ObReaderUtils.compatibleMode==ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE){
-            compatibleMode=ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
+        jdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:") + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
+        if (ObReaderUtils.compatibleMode == ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE) {
+            compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
         }
         LOG.info("this is ob1_0 jdbc url. user=" + username + " :url=" + jdbcUrl);
         mandatoryEncoding = readerSliceConfig.getString(Key.MANDATORY_ENCODING, "");
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 143171db..878aaea6 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -717,6 +717,6 @@ public class ObReaderUtils {
     }
 
     public static boolean isOracleMode(String mode) {
-        return (mode != null && OB_COMPATIBLE_MODE_ORACLE.equals(mode.toString().toUpperCase()));
+        return (mode != null && OB_COMPATIBLE_MODE_ORACLE.equalsIgnoreCase(mode));
     }
 }
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
index 417fccb3..ede2eb01 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
@@ -1,15 +1,5 @@
 package com.alibaba.datax.plugin.writer.oceanbasev10writer;
 
-import java.sql.*;
-import java.util.ArrayList;
-import java.util.List;
-
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.DbUtils;
-import com.alibaba.fastjson.JSONObject;
-import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
@@ -20,7 +10,16 @@ import com.alibaba.datax.plugin.rdbms.writer.Constant;
 import com.alibaba.datax.plugin.rdbms.writer.Key;
 import com.alibaba.datax.plugin.rdbms.writer.util.WriterUtil;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.task.ConcurrentTableWriterTask;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.DbUtils;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.ObWriterUtils;
+import com.alibaba.fastjson.JSONObject;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.util.ArrayList;
+import java.util.List;
 
 /**
  * 2016-04-07
@@ -61,17 +60,17 @@ public class OceanBaseV10Writer extends Writer {
 			this.originalConfig = super.getPluginJobConf();
 			checkCompatibleMode(originalConfig);
 			//将config中的column和table中的关键字进行转义
-			List<String> columns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.writer.Key.COLUMN, String.class);
+			List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
 			ObWriterUtils.escapeDatabaseKeywords(columns);
-			originalConfig.set(com.alibaba.datax.plugin.rdbms.writer.Key.COLUMN, columns);
+			originalConfig.set(Key.COLUMN, columns);
 
-			List<JSONObject> conns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.writer.Constant.CONN_MARK, JSONObject.class);
+			List<JSONObject> conns = originalConfig.getList(Constant.CONN_MARK, JSONObject.class);
 			for (int i = 0; i < conns.size(); i++) {
 				JSONObject conn = conns.get(i);
 				Configuration connConfig = Configuration.from(conn.toString());
-				List<String> tables = connConfig.getList(com.alibaba.datax.plugin.rdbms.writer.Key.TABLE, String.class);
+				List<String> tables = connConfig.getList(Key.TABLE, String.class);
 				ObWriterUtils.escapeDatabaseKeywords(tables);
-				originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.writer.Constant.CONN_MARK, i, com.alibaba.datax.plugin.rdbms.writer.Key.TABLE), tables);
+				originalConfig.set(String.format("%s[%d].%s", Constant.CONN_MARK, i, Key.TABLE), tables);
 			}
 			this.commonJob = new CommonRdbmsWriter.Job(DATABASE_TYPE);
 			this.commonJob.init(this.originalConfig);
@@ -235,6 +234,7 @@ public class OceanBaseV10Writer extends Writer {
 		/**
 		 * 注意：此方法每个 Task 都会执行一次。 最佳实践：此处适当封装确保简洁清晰完成数据写入工作。
 		 */
+		@Override
 		public void startWrite(RecordReceiver recordReceiver) {
 			this.writerTask.startWrite(recordReceiver, this.writerSliceConfig, super.getTaskPluginCollector());
 		}
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index f07c543b..cf39cf28 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -1,7 +1,27 @@
 package com.alibaba.datax.plugin.writer.oceanbasev10writer.task;
 
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.writer.CommonRdbmsWriter;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.Config;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ConnHolder;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ObClientConnHolder;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ServerConnectInfo;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.ObWriterUtils;
+import com.alipay.oceanbase.obproxy.data.TableEntryKey;
+import com.alipay.oceanbase.obproxy.util.ObPartitionIdCalculator;
+import org.apache.commons.lang3.tuple.Pair;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
 import java.sql.Connection;
-//import java.sql.PreparedStatement;
 import java.sql.PreparedStatement;
 import java.sql.SQLException;
 import java.util.ArrayList;
@@ -15,29 +35,8 @@ import java.util.concurrent.atomic.AtomicLong;
 import java.util.concurrent.locks.Condition;
 import java.util.concurrent.locks.Lock;
 import java.util.concurrent.locks.ReentrantLock;
-import java.util.regex.Pattern;
 
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ObClientConnHolder;
-import org.apache.commons.lang3.tuple.Pair;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.plugin.RecordReceiver;
-import com.alibaba.datax.common.plugin.TaskPluginCollector;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.rdbms.util.DBUtil;
-import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
-import com.alibaba.datax.plugin.rdbms.writer.CommonRdbmsWriter;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.Config;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ConnHolder;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ServerConnectInfo;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.ObWriterUtils;
-import com.alipay.oceanbase.obproxy.data.TableEntryKey;
-import com.alipay.oceanbase.obproxy.util.ObPartitionIdCalculator;
+//import java.sql.PreparedStatement;
 
 public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
     private static final Logger LOG = LoggerFactory.getLogger(ConcurrentTableWriterTask.class);
@@ -105,14 +104,14 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 				connectInfo.getFullUserName(), connectInfo.password);
         checkConnHolder.initConnection();
         if (isOracleCompatibleMode) {
-           connectInfo.databaseName =  connectInfo.databaseName.toUpperCase();
-           //在转义的情况下不翻译
-           if(!Pattern.matches("\"\\w*\"",table)){
-			   table = table.toUpperCase();
-		   }
+			connectInfo.databaseName = connectInfo.databaseName.toUpperCase();
+			//在转义的情况下不翻译
+			if (table.startsWith("\"") && table.endsWith("\"")) {
+				table = table.toUpperCase();
+			}
 
-           LOG.info(String.format("this is oracle compatible mode, change database to %s, table to %s",
-                   connectInfo.databaseName, table));
+			LOG.info(String.format("this is oracle compatible mode, change database to %s, table to %s",
+					connectInfo.databaseName, table));
         }
 
         if (config.getBool(Config.USE_PART_CALCULATOR, Config.DEFAULT_USE_PART_CALCULATOR)) {
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
index 8e9b4204..072a0f21 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
@@ -41,7 +41,6 @@ public class ObWriterUtils {
 			if (databaseKeywords.contains(keyword.toUpperCase())) {
 				keyword = escapeChar + keyword + escapeChar;
 			}
-			keyword = keyword.toLowerCase();
 			keywords.set(i, keyword);
 		}
 	}

From b1334308a08b7c6ffdd2edbdc43f055ad1aef0ea Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Tue, 28 Dec 2021 10:10:43 +0800
Subject: [PATCH 128/251] =?UTF-8?q?=E6=8A=8A=E8=BD=AC=E4=B9=89=E7=9A=84?=
 =?UTF-8?q?=E9=80=BB=E8=BE=91=E9=87=8D=E6=96=B0=E6=8F=90=E4=BA=A4=E4=B8=80?=
 =?UTF-8?q?=E4=B8=8B?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10writer/task/ConcurrentTableWriterTask.java      | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index cf39cf28..1e6d27c6 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -106,7 +106,7 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
         if (isOracleCompatibleMode) {
 			connectInfo.databaseName = connectInfo.databaseName.toUpperCase();
 			//在转义的情况下不翻译
-			if (table.startsWith("\"") && table.endsWith("\"")) {
+			if (!(table.startsWith("\"") && table.endsWith("\""))) {
 				table = table.toUpperCase();
 			}
 

From ce29ae7ee5d7ac5163c30b80ef0b41c361ced7b8 Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Tue, 28 Dec 2021 18:25:16 +0800
Subject: [PATCH 129/251] =?UTF-8?q?=E6=9C=AC=E6=AC=A1=E6=8F=90=E4=BA=A4?=
 =?UTF-8?q?=E6=9B=B4=E6=96=B0=E4=BA=86=E8=BD=AC=E4=B9=89=E7=9A=84=E5=AD=97?=
 =?UTF-8?q?=E7=AC=A6=E4=B8=8D=E9=9C=80=E8=A6=81=E8=BF=9B=E8=A1=8C=E5=A4=A7?=
 =?UTF-8?q?=E5=B0=8F=E5=86=99=E8=BD=AC=E6=8D=A2?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../util/ObReaderUtils.java                   | 71 +++++++++----------
 .../task/ConcurrentTableWriterTask.java       | 38 +++++++---
 .../util/ObWriterUtils.java                   | 44 +++++++++---
 3 files changed, 96 insertions(+), 57 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 878aaea6..20c2f922 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -1,37 +1,22 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
 
-import java.sql.Connection;
-import java.sql.PreparedStatement;
-import java.sql.ResultSet;
-import java.sql.SQLException;
-import java.sql.Statement;
-import java.sql.Timestamp;
-import java.util.*;
-import java.util.Map.Entry;
-import java.util.regex.Matcher;
-import java.util.regex.Pattern;
-
+import com.alibaba.datax.common.element.*;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.druid.sql.SQLUtils;
+import com.alibaba.druid.sql.ast.SQLExpr;
+import com.alibaba.druid.sql.ast.expr.SQLBinaryOpExpr;
+import com.alibaba.druid.sql.ast.expr.SQLBinaryOperator;
 import org.apache.commons.lang3.ArrayUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import com.alibaba.datax.common.element.BoolColumn;
-import com.alibaba.datax.common.element.BytesColumn;
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.DateColumn;
-import com.alibaba.datax.common.element.DoubleColumn;
-import com.alibaba.datax.common.element.LongColumn;
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.element.StringColumn;
-import com.alibaba.datax.plugin.rdbms.util.DBUtil;
-import com.alibaba.druid.sql.SQLUtils;
-import com.alibaba.druid.sql.ast.SQLExpr;
-import com.alibaba.druid.sql.ast.expr.SQLBinaryOpExpr;
-import com.alibaba.druid.sql.ast.expr.SQLBinaryOperator;
-
-import javax.xml.crypto.Data;
+import java.sql.*;
+import java.util.*;
+import java.util.Map.Entry;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
 
 public class ObReaderUtils {
 
@@ -53,21 +38,32 @@ public class ObReaderUtils {
         return new HashSet(Arrays.asList(keywords.split(",")));
     }
 
-    public static void escapeDatabaseKeywords(List<String> keywords) {
+    public static String escapeDatabaseKeywords(String keyword) {
         if (databaseKeywords == null) {
-            if (isOracleMode(compatibleMode.toString())) {
+            if (isOracleMode(compatibleMode)) {
                 databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
             } else {
                 databaseKeywords = keywordsFromString2HashSet(MYSQL_KEYWORDS);
             }
         }
-        char escapeChar = isOracleMode(compatibleMode.toString()) ? '"' : '`';
+        char escapeChar = isOracleMode(compatibleMode) ? '"' : '`';
+        if (databaseKeywords.contains(keyword.toUpperCase())) {
+            keyword = escapeChar + keyword + escapeChar;
+        }
+        return keyword;
+    }
+
+    public static void escapeDatabaseKeywords(List<String> keywords) {
         for (int i = 0; i < keywords.size(); i++) {
-            String keyword = keywords.get(i);
-            if (databaseKeywords.contains(keyword.toUpperCase())) {
-                keyword = escapeChar + keyword + escapeChar;
-            }
-            keywords.set(i, keyword);
+            keywords.set(i, escapeDatabaseKeywords(keywords.get(i)));
+        }
+    }
+
+    public static Boolean isEscapeMode(String keyword) {
+        if (isOracleMode(compatibleMode)) {
+            return keyword.startsWith("\"") && keyword.endsWith("\"");
+        } else {
+            return keyword.startsWith("`") && keyword.endsWith("`");
         }
     }
 
@@ -151,12 +147,15 @@ public class ObReaderUtils {
             ps = conn.createStatement();
             rs = ps.executeQuery(sql);
             while (rs.next()) {
-                String columnName = StringUtils.lowerCase(rs.getString("Column_name"));
+                String columnName = rs.getString("Column_name");
+                columnName = escapeDatabaseKeywords(columnName);
+                if (!isEscapeMode(columnName)) {
+                    columnName.toLowerCase();
+                }
                 if (!realIndex.contains(columnName)) {
                     realIndex.add(columnName);
                 }
             }
-            escapeDatabaseKeywords(realIndex);
 
             String[] pks = new String[realIndex.size()];
             realIndex.toArray(pks);
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index 1e6d27c6..eb1222c3 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -62,6 +62,7 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 	private ObPartitionIdCalculator partCalculator = null;
 
 	private HashMap<Long, List<Record>> groupInsertValues;
+	List<Record> unknownPartRecords = new ArrayList<Record>();
 //	private List<Record> unknownPartRecords;
 	private List<Integer> partitionKeyIndexes;
 	
@@ -307,6 +308,18 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 				}
 			}
 		}
+		if(unknownPartRecords.size()>0){
+			int retry = 0;
+			while (true) {
+				try {
+					concurrentWriter.addBatchRecords(unknownPartRecords);
+					break;
+				} catch (InterruptedException e) {
+					retry++;
+					LOG.info("Concurrent table writer is interrupted, retry {}", retry);
+				}
+			}
+		}
 	}
 	
 	private void addRecordToCache(final Record record) {
@@ -347,21 +360,24 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 				groupInsertValues.put(partId, groupValues);
 			}
 		} else {
-			LOG.warn("add unknown part record {}", record);
-			List<Record> unknownPartRecords = new ArrayList<Record>();
+			LOG.debug("add unknown part record {}", record);
+
 			unknownPartRecords.add(record);
 			int i = 0;
-			while (true) {
-				if (i > 0) {
-					LOG.info("retry add batch record the {} times", i);
-				}
-				try {
-					concurrentWriter.addBatchRecords(unknownPartRecords);
-					break;
-				} catch (InterruptedException e) {
-					LOG.info("Concurrent table writer is interrupted");
+			if(unknownPartRecords.size()>batchSize){
+				while (true) {
+					if (i > 0) {
+						LOG.info("retry add batch record the {} times", i);
+					}
+					try {
+						concurrentWriter.addBatchRecords(unknownPartRecords);
+						break;
+					} catch (InterruptedException e) {
+						LOG.info("Concurrent table writer is interrupted");
+					}
 				}
 			}
+
 		}
 	}
 
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
index 072a0f21..f4c4f439 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
@@ -11,7 +11,6 @@ import org.slf4j.LoggerFactory;
 
 import java.sql.*;
 import java.util.*;
-import java.util.stream.Collectors;
 
 public class ObWriterUtils {
 
@@ -26,8 +25,8 @@ public class ObWriterUtils {
 		return new HashSet(Arrays.asList(keywords.split(",")));
 	}
 
-	public static void escapeDatabaseKeywords(List<String> keywords) {
-		//判断是否需要更改关键字集合
+	//java中的String的坑
+	public static String escapeDatabaseKeywords(String keyword) {
 		if (databaseKeywords == null) {
 			if (isOracleMode()) {
 				databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
@@ -36,12 +35,22 @@ public class ObWriterUtils {
 			}
 		}
 		char escapeChar = isOracleMode() ? '"' : '`';
+		if (databaseKeywords.contains(keyword.toUpperCase())) {
+			keyword = escapeChar + keyword + escapeChar;
+		}
+		return keyword;
+	}
+
+	public static void escapeDatabaseKeywords(List<String> keywords) {
 		for (int i = 0; i < keywords.size(); i++) {
-			String keyword = keywords.get(i);
-			if (databaseKeywords.contains(keyword.toUpperCase())) {
-				keyword = escapeChar + keyword + escapeChar;
-			}
-			keywords.set(i, keyword);
+			keywords.set(i, escapeDatabaseKeywords(keywords.get(i)));
+		}
+	}
+	public static Boolean isEscapeMode(String keyword){
+		if(isOracleMode()){
+			return keyword.startsWith("\"") && keyword.endsWith("\"");
+		}else{
+			return keyword.startsWith("`") && keyword.endsWith("`");
 		}
 	}
 	public static boolean isMemstoreFull(Connection conn, double memstoreThreshold) {
@@ -94,7 +103,16 @@ public class ObWriterUtils {
 	}
 
 	private static int[] getColumnIndex(List<String> columnsInIndex, List<String> allColumns) {
-		allColumns = allColumns.stream().map(String::toUpperCase).collect(Collectors.toList());
+		/**
+		 * JDK8的stream模型：将一种数据结构转化成通用的数据模型，并可在该模型上进行操作
+		 * map:接受一个函数引用，用于操作元素
+		 * collect：接受一个Collectors方法，用于将中间数据模型转化成目标数据结构
+		 */
+		for (int i = 0; i < allColumns.size(); i++) {
+			if (!ObWriterUtils.isEscapeMode(allColumns.get(i))) {
+				allColumns.set(i, allColumns.get(i).toUpperCase());
+			}
+		}
 		int[] colIdx = new int[columnsInIndex.size()];
 		for (int i = 0; i < columnsInIndex.size(); i++) {
 			int index = allColumns.indexOf(columnsInIndex.get(i));
@@ -146,7 +164,11 @@ public class ObWriterUtils {
 			rs = stmt.executeQuery(sql);
 			while (rs.next()) {
 				String keyName = rs.getString("Key_name");
-				String columnName = StringUtils.upperCase(rs.getString("Column_name"));
+				String columnName = rs.getString("Column_name");
+				columnName=escapeDatabaseKeywords(columnName);
+				if(!ObWriterUtils.isEscapeMode(columnName)){
+					columnName=columnName.toUpperCase();
+				}
 				List<String> s = uniqueKeys.get(keyName);
 				if (s == null) {
 					s = new ArrayList();
@@ -159,6 +181,7 @@ public class ObWriterUtils {
 		} finally {
 			asyncClose(rs, stmt, null);
 		}
+		//ObWriterUtils.escapeDatabaseKeywords(uniqueKeys);
 		return uniqueKeys;
 	}
 
@@ -315,6 +338,7 @@ public class ObWriterUtils {
 	 * @param e
 	 * @return
 	 */
+
 	public static boolean isFatalError(SQLException e) {
 		String sqlState = e.getSQLState();
 		if (StringUtils.startsWith(sqlState, "08")) {

From 042aa2d86599162367024a3072fdb34547736a4e Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Tue, 28 Dec 2021 19:32:15 +0800
Subject: [PATCH 130/251] =?UTF-8?q?=E5=9C=A8=E4=B8=8A=E4=B8=AA=E7=89=88?=
 =?UTF-8?q?=E6=9C=AC=E7=9A=84=E5=9F=BA=E7=A1=80=E4=B8=8A=E6=A0=BC=E5=BC=8F?=
 =?UTF-8?q?=E5=8C=96=E4=BA=86=E4=BB=A3=E7=A0=81?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10writer/task/ConcurrentTableWriterTask.java    | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index eb1222c3..bed0598d 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -308,7 +308,7 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 				}
 			}
 		}
-		if(unknownPartRecords.size()>0){
+		if (unknownPartRecords.size() > 0) {
 			int retry = 0;
 			while (true) {
 				try {
@@ -364,7 +364,7 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 
 			unknownPartRecords.add(record);
 			int i = 0;
-			if(unknownPartRecords.size()>batchSize){
+			if (unknownPartRecords.size() > batchSize) {
 				while (true) {
 					if (i > 0) {
 						LOG.info("retry add batch record the {} times", i);

From c96a366a4eab44acc114f7a31275ba243701352c Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Wed, 29 Dec 2021 19:23:34 +0800
Subject: [PATCH 131/251] =?UTF-8?q?=E6=8A=8A=E5=86=97=E4=BD=99=E4=BB=A3?=
 =?UTF-8?q?=E7=A0=81=E5=90=88=E5=B9=B6=E6=88=90=E4=BA=86=E4=B8=80=E4=B8=AA?=
 =?UTF-8?q?=E5=87=BD=E6=95=B0=EF=BC=8C=E5=88=A0=E9=99=A4=E4=BA=86=E4=B8=8D?=
 =?UTF-8?q?=E5=BF=85=E8=A6=81=E7=9A=84=E6=B3=A8=E9=87=8A?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10reader/ext/ReaderTask.java    |  2 +-
 .../task/ConcurrentTableWriterTask.java       | 72 +++++++------------
 .../util/ObWriterUtils.java                   |  8 +--
 3 files changed, 28 insertions(+), 54 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
index 1376f113..a43dcebd 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
@@ -63,7 +63,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
         }
 
         jdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:") + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
-        if (ObReaderUtils.compatibleMode == ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE) {
+        if (ObReaderUtils.compatibleMode.equals(ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE)) {
             compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
         }
         LOG.info("this is ob1_0 jdbc url. user=" + username + " :url=" + jdbcUrl);
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index bed0598d..bd34b4a6 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -294,31 +294,14 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 	}
 
 	private void addLeftRecords() {
+		//不需要刷新Cache，已经是最后一批数据了
 		for (List<Record> groupValues : groupInsertValues.values()) {
 			if (groupValues.size() > 0 ) {
-				int retry = 0;
-				while (true) {
-					try {
-						concurrentWriter.addBatchRecords(groupValues);
-						break;
-					} catch (InterruptedException e) {
-						retry++;
-						LOG.info("Concurrent table writer is interrupted, retry {}", retry);
-					}
-				}
+				addRecordsToWriteQueue(groupValues);
 			}
 		}
 		if (unknownPartRecords.size() > 0) {
-			int retry = 0;
-			while (true) {
-				try {
-					concurrentWriter.addBatchRecords(unknownPartRecords);
-					break;
-				} catch (InterruptedException e) {
-					retry++;
-					LOG.info("Concurrent table writer is interrupted, retry {}", retry);
-				}
-			}
+			addRecordsToWriteQueue(unknownPartRecords);
 		}
 	}
 	
@@ -344,43 +327,40 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 			groupValues.add(record);
 			if (groupValues.size() >= batchSize) {
 				int i = 0;
-				while (true) {
-					if (i > 0) {
-						LOG.info("retry add batch record the {} times", i);
-					}
-					try {
-						concurrentWriter.addBatchRecords(groupValues);
-						printEveryTime();
-						break;
-					} catch (InterruptedException e) {
-						LOG.info("Concurrent table writer is interrupted");
-					}
-				}
-				groupValues = new ArrayList<Record>(batchSize);
+				groupValues =addRecordsToWriteQueue(groupValues);
 				groupInsertValues.put(partId, groupValues);
 			}
 		} else {
 			LOG.debug("add unknown part record {}", record);
-
 			unknownPartRecords.add(record);
-			int i = 0;
 			if (unknownPartRecords.size() > batchSize) {
-				while (true) {
-					if (i > 0) {
-						LOG.info("retry add batch record the {} times", i);
-					}
-					try {
-						concurrentWriter.addBatchRecords(unknownPartRecords);
-						break;
-					} catch (InterruptedException e) {
-						LOG.info("Concurrent table writer is interrupted");
-					}
-				}
+				unknownPartRecords=addRecordsToWriteQueue(unknownPartRecords);
 			}
 
 		}
 	}
 
+	/**
+	 *
+	 * @param records
+	 * @return 返回一个新的Cache用于存储接下来的数据
+	 */
+	private List<Record> addRecordsToWriteQueue(List<Record> records) {
+		int i = 0;
+		while (true) {
+			if (i > 0) {
+				LOG.info("retry add batch record the {} times", i);
+			}
+			try {
+				concurrentWriter.addBatchRecords(records);
+				break;
+			} catch (InterruptedException e) {
+				i++;
+				LOG.info("Concurrent table writer is interrupted");
+			}
+		}
+		return new ArrayList<Record>(batchSize);
+	}
 	private void checkMemStore() {
 		Connection checkConn = checkConnHolder.reconnect();
 		long now = System.currentTimeMillis();
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
index f4c4f439..ff1648a1 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
@@ -25,7 +25,6 @@ public class ObWriterUtils {
 		return new HashSet(Arrays.asList(keywords.split(",")));
 	}
 
-	//java中的String的坑
 	public static String escapeDatabaseKeywords(String keyword) {
 		if (databaseKeywords == null) {
 			if (isOracleMode()) {
@@ -103,11 +102,6 @@ public class ObWriterUtils {
 	}
 
 	private static int[] getColumnIndex(List<String> columnsInIndex, List<String> allColumns) {
-		/**
-		 * JDK8的stream模型：将一种数据结构转化成通用的数据模型，并可在该模型上进行操作
-		 * map:接受一个函数引用，用于操作元素
-		 * collect：接受一个Collectors方法，用于将中间数据模型转化成目标数据结构
-		 */
 		for (int i = 0; i < allColumns.size(); i++) {
 			if (!ObWriterUtils.isEscapeMode(allColumns.get(i))) {
 				allColumns.set(i, allColumns.get(i).toUpperCase());
@@ -167,7 +161,7 @@ public class ObWriterUtils {
 				String columnName = rs.getString("Column_name");
 				columnName=escapeDatabaseKeywords(columnName);
 				if(!ObWriterUtils.isEscapeMode(columnName)){
-					columnName=columnName.toUpperCase();
+					columnName = columnName.toUpperCase();
 				}
 				List<String> s = uniqueKeys.get(keyName);
 				if (s == null) {

From c140ca35fba4f01e71bd492a2f5376e4d0877383 Mon Sep 17 00:00:00 2001
From: sanChouIsACat <993924507@qq.com>
Date: Thu, 30 Dec 2021 11:09:58 +0800
Subject: [PATCH 132/251] =?UTF-8?q?=E4=BF=AE=E5=A4=8D=E4=BA=86=E4=B8=8A?=
 =?UTF-8?q?=E8=BF=B0=E9=97=AE=E9=A2=98?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../oceanbasev10writer/task/ConcurrentTableWriterTask.java | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index bd34b4a6..e6b4a561 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -326,15 +326,14 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 			}
 			groupValues.add(record);
 			if (groupValues.size() >= batchSize) {
-				int i = 0;
-				groupValues =addRecordsToWriteQueue(groupValues);
+				groupValues = addRecordsToWriteQueue(groupValues);
 				groupInsertValues.put(partId, groupValues);
 			}
 		} else {
 			LOG.debug("add unknown part record {}", record);
 			unknownPartRecords.add(record);
-			if (unknownPartRecords.size() > batchSize) {
-				unknownPartRecords=addRecordsToWriteQueue(unknownPartRecords);
+			if (unknownPartRecords.size() >= batchSize) {
+				unknownPartRecords = addRecordsToWriteQueue(unknownPartRecords);
 			}
 
 		}

From b71cdf693e418a8674f39b05d38ee2f350f0791f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E9=A1=BE=E8=BD=A9?= <chenjitong.cjt@alibaba-inc.com>
Date: Thu, 13 Jan 2022 17:53:30 +0800
Subject: [PATCH 133/251] fix compile problem

---
 oscarwriter/pom.xml                           |  8 +++-
 .../tsdbreader/conn/TSDBConnectionTest.java   |  4 +-
 .../reader/tsdbreader/util/HttpUtilsTest.java | 39 -------------------
 .../writer/conn/TSDBConnectionTest.java       |  4 +-
 .../plugin/writer/util/HttpUtilsTest.java     |  4 +-
 .../datax/plugin/writer/util/TSDBTest.java    |  4 +-
 6 files changed, 15 insertions(+), 48 deletions(-)
 delete mode 100644 tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtilsTest.java

diff --git a/oscarwriter/pom.xml b/oscarwriter/pom.xml
index 51643c76..06249a26 100644
--- a/oscarwriter/pom.xml
+++ b/oscarwriter/pom.xml
@@ -39,12 +39,18 @@
             <artifactId>plugin-rdbms-util</artifactId>
             <version>${datax-project-version}</version>
         </dependency>
-        <dependency>
+    <!--    <dependency>
             <groupId>com.oscar</groupId>
             <artifactId>oscar</artifactId>
             <version>7.0.8</version>
             <scope>system</scope>
             <systemPath>${basedir}/src/main/lib/oscarJDBC.jar</systemPath>
+        </dependency>-->
+        <!--驱动文件找不到了，暂时替换成下面这个-->
+        <dependency>
+            <groupId>com.csicit.thirdparty</groupId>
+            <artifactId>oscar</artifactId>
+            <version>1.0.1</version>
         </dependency>
 
     </dependencies>
diff --git a/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnectionTest.java b/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnectionTest.java
index e4544088..6be291e8 100644
--- a/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnectionTest.java
+++ b/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnectionTest.java
@@ -19,12 +19,12 @@ public class TSDBConnectionTest {
 
     @Test
     public void testVersion() {
-        String version = new TSDBConnection(TSDB_ADDRESS).version();
+        String version = new TSDBConnection(TSDB_ADDRESS,null,null).version();
         Assert.assertNotNull(version);
     }
 
     @Test
     public void testIsSupported() {
-        Assert.assertTrue(new TSDBConnection(TSDB_ADDRESS).isSupported());
+        Assert.assertTrue(new TSDBConnection(TSDB_ADDRESS,null,null).isSupported());
     }
 }
diff --git a/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtilsTest.java b/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtilsTest.java
deleted file mode 100644
index 12a2660a..00000000
--- a/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtilsTest.java
+++ /dev/null
@@ -1,39 +0,0 @@
-package com.alibaba.datax.plugin.reader.tsdbreader.util;
-
-import org.junit.Assert;
-import org.junit.Ignore;
-import org.junit.Test;
-
-import java.util.HashMap;
-import java.util.Map;
-
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：HttpUtils Test
- *
- * @author Benedict Jin
- * @since 2019-10-21
- */
-@Ignore
-public class HttpUtilsTest {
-
-    @Test
-    public void testSimpleCase() throws Exception {
-        String url = "https://httpbin.org/post";
-        Map<String, Object> params = new HashMap<>();
-        params.put("foo", "bar");
-
-        String rsp = HttpUtils.post(url, params);
-        System.out.println(rsp);
-        Assert.assertNotNull(rsp);
-    }
-
-    @Test
-    public void testGet() throws Exception {
-        String url = String.format("%s/api/version", Const.TSDB_ADDRESS);
-        String rsp = HttpUtils.get(url);
-        System.out.println(rsp);
-        Assert.assertNotNull(rsp);
-    }
-}
diff --git a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/conn/TSDBConnectionTest.java b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/conn/TSDBConnectionTest.java
index 455f4ce6..fada706e 100644
--- a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/conn/TSDBConnectionTest.java
+++ b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/conn/TSDBConnectionTest.java
@@ -19,12 +19,12 @@ public class TSDBConnectionTest {
 
     @Test
     public void testVersion() {
-        String version = new TSDBConnection(TSDB_ADDRESS).version();
+        String version = new TSDBConnection(TSDB_ADDRESS,null,null,null).version();
         Assert.assertNotNull(version);
     }
 
     @Test
     public void testIsSupported() {
-        Assert.assertTrue(new TSDBConnection(TSDB_ADDRESS).isSupported());
+        Assert.assertTrue(new TSDBConnection(TSDB_ADDRESS,null,null,null).isSupported());
     }
 }
diff --git a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/HttpUtilsTest.java b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/HttpUtilsTest.java
index 69f26b80..1f8fb870 100644
--- a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/HttpUtilsTest.java
+++ b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/HttpUtilsTest.java
@@ -24,7 +24,7 @@ public class HttpUtilsTest {
         Map<String, Object> params = new HashMap<String, Object>();
         params.put("foo", "bar");
 
-        String rsp = HttpUtils.post(url, params);
+        String rsp = HttpUtils.post(url, null,null,params);
         System.out.println(rsp);
         Assert.assertNotNull(rsp);
     }
@@ -32,7 +32,7 @@ public class HttpUtilsTest {
     @Test
     public void testGet() throws Exception {
         String url = String.format("%s/api/version", Const.OPENTSDB_ADDRESS);
-        String rsp = HttpUtils.get(url);
+        String rsp = HttpUtils.get(url,null,null);
         System.out.println(rsp);
         Assert.assertNotNull(rsp);
     }
diff --git a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/TSDBTest.java b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/TSDBTest.java
index 7d22bb72..8debf406 100644
--- a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/TSDBTest.java
+++ b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/TSDBTest.java
@@ -17,11 +17,11 @@ public class TSDBTest {
 
     @Test
     public void testVersion() {
-        String version = TSDBUtils.version(Const.TSDB_ADDRESS);
+        String version = TSDBUtils.version(Const.TSDB_ADDRESS,null,null);
         Assert.assertNotNull(version);
         System.out.println(version);
 
-        version = TSDBUtils.version(Const.OPENTSDB_ADDRESS);
+        version = TSDBUtils.version(Const.OPENTSDB_ADDRESS,null,null);
         Assert.assertNotNull(version);
         System.out.println(version);
     }

From 155e93b9d89f10971da4d0c177077c7536f71135 Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E9=A1=BE=E8=BD=A9?= <chenjitong.cjt@alibaba-inc.com>
Date: Thu, 13 Jan 2022 19:36:22 +0800
Subject: [PATCH 134/251] fix log4j

---
 otsreader/pom.xml       | 10 ++++++++++
 otsstreamreader/pom.xml | 10 ++++++++++
 otswriter/pom.xml       | 10 ++++++++++
 pom.xml                 | 11 +++++++++++
 4 files changed, 41 insertions(+)

diff --git a/otsreader/pom.xml b/otsreader/pom.xml
index bd017423..b1e0e735 100644
--- a/otsreader/pom.xml
+++ b/otsreader/pom.xml
@@ -34,6 +34,16 @@
             <groupId>com.aliyun.openservices</groupId>
             <artifactId>ots-public</artifactId>
             <version>2.2.4</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>log4j-api</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>log4j-core</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+            </exclusions>
         </dependency> 
         <dependency>
             <groupId>com.google.code.gson</groupId>
diff --git a/otsstreamreader/pom.xml b/otsstreamreader/pom.xml
index 2a12872f..84ca2d6a 100644
--- a/otsstreamreader/pom.xml
+++ b/otsstreamreader/pom.xml
@@ -33,6 +33,16 @@
             <groupId>com.aliyun.openservices</groupId>
             <artifactId>tablestore-streamclient</artifactId>
             <version>1.0.0</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>log4j-api</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>log4j-core</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+            </exclusions>
         </dependency>
         <dependency>
             <groupId>com.google.code.gson</groupId>
diff --git a/otswriter/pom.xml b/otswriter/pom.xml
index 8677c8ab..d40f68b3 100644
--- a/otswriter/pom.xml
+++ b/otswriter/pom.xml
@@ -34,6 +34,16 @@
             <groupId>com.aliyun.openservices</groupId>
             <artifactId>ots-public</artifactId>
             <version>2.2.4</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>log4j-api</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>log4j-core</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+            </exclusions>
         </dependency> 
         <dependency>
             <groupId>com.google.code.gson</groupId>
diff --git a/pom.xml b/pom.xml
index 1a9da81b..7273d600 100644
--- a/pom.xml
+++ b/pom.xml
@@ -183,6 +183,17 @@
                 <version>1.9.5</version>
                 <scope>test</scope>
             </dependency>
+            <dependency>
+                <groupId>org.apache.logging.log4j</groupId>
+                <artifactId>log4j-api</artifactId>
+                <version>2.17.0</version>
+            </dependency>
+
+            <dependency>
+                <groupId>org.apache.logging.log4j</groupId>
+                <artifactId>log4j-core</artifactId>
+                <version>2.17.0</version>
+            </dependency>
         </dependencies>
     </dependencyManagement>
 

From c655685acd8dcc5edfb496a99cc51d9096b3f5a9 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 13 Jan 2022 11:37:37 +0000
Subject: [PATCH 135/251] Bump log4j-core from 2.17.0 to 2.17.1

Bumps log4j-core from 2.17.0 to 2.17.1.

---
updated-dependencies:
- dependency-name: org.apache.logging.log4j:log4j-core
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 7273d600..9921d2fe 100644
--- a/pom.xml
+++ b/pom.xml
@@ -192,7 +192,7 @@
             <dependency>
                 <groupId>org.apache.logging.log4j</groupId>
                 <artifactId>log4j-core</artifactId>
-                <version>2.17.0</version>
+                <version>2.17.1</version>
             </dependency>
         </dependencies>
     </dependencyManagement>

From 22bf5b537b3d2f23b7c495d01ff6e02d8d3e9c66 Mon Sep 17 00:00:00 2001
From: "dependabot[bot]" <49699333+dependabot[bot]@users.noreply.github.com>
Date: Thu, 13 Jan 2022 11:37:38 +0000
Subject: [PATCH 136/251] Bump log4j-api from 2.17.0 to 2.17.1

Bumps log4j-api from 2.17.0 to 2.17.1.

---
updated-dependencies:
- dependency-name: org.apache.logging.log4j:log4j-api
  dependency-type: direct:production
...

Signed-off-by: dependabot[bot] <support@github.com>
---
 pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/pom.xml b/pom.xml
index 7273d600..1d211b40 100644
--- a/pom.xml
+++ b/pom.xml
@@ -186,7 +186,7 @@
             <dependency>
                 <groupId>org.apache.logging.log4j</groupId>
                 <artifactId>log4j-api</artifactId>
-                <version>2.17.0</version>
+                <version>2.17.1</version>
             </dependency>
 
             <dependency>

From 7ac4301fc5e906a1c0a9a07b0192c0d33aa46228 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Thu, 20 Jan 2022 12:58:07 +0800
Subject: [PATCH 137/251] Add support for writing data to Apache Doris

Add support for writing data to Apache Doris
---
 core/pom.xml                                  |   2 +-
 doriswriter/doc/doriswriter.md                | 183 ++++++++++++
 doriswriter/doc/mysql2doris.json              |  44 +++
 doriswriter/pom.xml                           | 107 +++++++
 doriswriter/src/main/assembly/package.xml     |  56 ++++
 .../plugin/writer/doriswriter/DorisCodec.java |  75 +++++
 .../writer/doriswriter/DorisFlushBatch.java   |  58 ++++
 .../writer/doriswriter/DorisJsonCodec.java    |  50 ++++
 .../writer/doriswriter/DorisWriter.java       | 259 +++++++++++++++++
 .../doriswriter/DorisWriterEmitter.java       | 274 ++++++++++++++++++
 .../datax/plugin/writer/doriswriter/Key.java  | 171 +++++++++++
 doriswriter/src/main/resources/plugin.json    |   6 +
 .../main/resources/plugin_job_template.json   |  15 +
 pom.xml                                       |   1 +
 14 files changed, 1300 insertions(+), 1 deletion(-)
 create mode 100644 doriswriter/doc/doriswriter.md
 create mode 100644 doriswriter/doc/mysql2doris.json
 create mode 100644 doriswriter/pom.xml
 create mode 100644 doriswriter/src/main/assembly/package.xml
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
 create mode 100644 doriswriter/src/main/resources/plugin.json
 create mode 100644 doriswriter/src/main/resources/plugin_job_template.json

diff --git a/core/pom.xml b/core/pom.xml
index 174a18d3..2e085e14 100755
--- a/core/pom.xml
+++ b/core/pom.xml
@@ -41,7 +41,7 @@
         <dependency>
             <groupId>org.apache.httpcomponents</groupId>
             <artifactId>httpclient</artifactId>
-            <version>4.5</version>
+            <version>4.5.13</version>
         </dependency>
         <dependency>
             <groupId>org.apache.httpcomponents</groupId>
diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
new file mode 100644
index 00000000..7a072620
--- /dev/null
+++ b/doriswriter/doc/doriswriter.md
@@ -0,0 +1,183 @@
+# DorisWriter 插件文档
+
+## 1 快速介绍
+Apache Doris是一个现代化的MPP分析型数据库产品。仅需亚秒级响应时间即可获得查询结果，有效地支持实时数据分析。Apache Doris的分布式架构非常简洁，易于运维，并且可以支持10PB以上的超大数据集。
+
+Apache Doris可以满足多种数据分析需求，例如固定历史报表，实时数据分析，交互式数据分析和探索式数据分析等。令您的数据分析工作更加简单高效！
+
+DorisWriter是一个支持将大批量数据写入Doris中的一个插件，可以结合Datax其他读取数据的插件结合使用完成数据的整合。
+
+Doris是完全支持Mysql协议的，所以如果你需要读取Doris的数据，可以使用mysqlreader插件完成，这里不单独提供Doris数据读取插件。
+
+## 2 实现原理
+DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter会将`reader`读取的数据进行缓存在内存中，拼接成Json文本，然后批量导入至Doris。
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+这里是一份从Stream读取数据后导入至Doris的配置文件。
+
+```
+{
+    "job": {
+        "setting": {
+            "speed": {
+                "channel": 1
+            },
+            "errorLimit": {
+                "record": 0,
+                "percentage": 0
+            }
+        },
+        "content": [
+            {
+                "reader": {
+                    "name": "streamreader",
+                    "parameter": {
+                        "column": [
+                            {
+                                "value": "皮蛋1",
+                                "type": "string"
+                            },
+                            {
+                                "value": "皮蛋2",
+                                "type": "string"
+                            },
+                            {
+                                "value": "111",
+                                "type": "long"
+                            },
+                            {
+                                "value": "222",
+                                "type": "long"
+                            }
+                        ],
+                        "sliceRecordCount": 100
+                    }
+                },
+                "writer": {
+                    "name": "doriswriter",
+                    "parameter": {
+                        "feLoadUrl": ["127.0.0.1:8030", "127.0.0.2:8030", "127.0.0.3:8030"],
+                        "beLoadUrl": ["192.168.10.1:8040", "192.168.10.2:8040", "192.168.10.3:8040"],
+                        "jdbcUrl": "jdbc:mysql://127.0.0.1:9030/",
+                        "database": "db1",
+                        "table": "t1",
+                        "column": ["k1", "k2", "v1", "v2"],
+                        "username": "root",
+                        "password": "",
+                        "postSql": [],
+                        "preSql": [],
+                        "loadProps": {
+                        },
+                        "maxBatchRows" : 500000,
+                        "maxBatchByteSize" : 104857600,
+                        "labelPrefix": "my_prefix",
+                        "lineDelimiter": "\n"
+                    }
+                }
+            }
+        ]
+    }
+}
+```
+
+### 3.2 参数说明
+
+* **jdbcUrl**
+
+    - 描述：Doris 的 JDBC 连接串，用户执行 preSql 或 postSQL。
+    - 必选：是
+    - 默认值：无
+
+* **feLoadUrl**
+
+  - 描述：和 **beLoadUrl** 二选一。作为 Stream Load 的连接目标。格式为 "ip:port"。其中 IP 是 FE 节点 IP，port 是 FE 节点的 http_port。可以填写多个，doriswriter 将以轮询的方式访问。
+  - 必选：否
+  - 默认值：无
+
+* **beLoadUrl**
+
+  - 描述：和 **feLoadUrl** 二选一。作为 Stream Load 的连接目标。格式为 "ip:port"。其中 IP 是 BE 节点 IP，port 是 BE 节点的 webserver_port。可以填写多个，doriswriter 将以轮询的方式访问。
+  - 必选：否
+  - 默认值：无
+
+* **username**
+
+    - 描述：访问Doris数据库的用户名
+    - 必选：是
+    - 默认值：无
+    
+* **password**
+  
+    - 描述：访问Doris数据库的密码
+    - 必选：否
+    - 默认值：空
+
+* **database**
+
+    - 描述：需要写入的Doris数据库名称。
+    - 必选：是
+    - 默认值：无
+    
+* **table**
+  
+    - 描述：需要写入的Doris表名称。
+    - 必选：是
+    - 默认值：无
+
+* **column**
+
+      - 描述：目的表**需要写入数据**的字段，这些字段将作为生成的 Json 数据的字段名。字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。
+      - 必选：是
+      - 默认值：否
+
+* **preSql**
+
+  - 描述：写入数据到目的表前，会先执行这里的标准语句。
+  - 必选：否
+  - 默认值：无
+
+* **postSql**
+
+  - 描述：写入数据到目的表后，会执行这里的标准语句。
+  - 必选：否
+  - 默认值：无
+
+
+* **maxBatchRows**
+
+  - 描述：每批次导入数据的最大行数。和 **maxBatchByteSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+  - 必选：否
+  - 默认值：500000
+
+* **maxBatchByteSize**
+
+  - 描述：每批次导入数据的最大数据量。和 ** maxBatchRows** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+  - 必选：否
+  - 默认值：104857600
+
+* **labelPrefix**
+
+  - 描述：每批次导入任务的 label 前缀。最终的 label 将有 `labelPrefix + UUID + 序号` 组成
+  - 必选：否
+  - 默认值：`datax_doris_writer_`
+
+* **lineDelimiter**
+
+  - 描述：每批次数据包含多行，每行为 Json 格式，每行的的分隔符即为 lineDelimiter。支持多个字节, 例如'\x02\x03'。
+  - 必选：否
+  - 默认值：`\n`
+  
+* **loadProps**
+
+  - 描述：StreamLoad 的请求参数，详情参照StreamLoad介绍页面。
+  - 必选：否
+  - 默认值：无
+
+* **connectTimeout**
+
+  - 描述：StreamLoad单次请求的超时时间, 单位毫秒(ms)。
+  - 必选：否
+  - 默认值：-1
diff --git a/doriswriter/doc/mysql2doris.json b/doriswriter/doc/mysql2doris.json
new file mode 100644
index 00000000..f6e9d9bd
--- /dev/null
+++ b/doriswriter/doc/mysql2doris.json
@@ -0,0 +1,44 @@
+{
+    "job": {
+        "content": [
+            {
+                "reader": {
+                    "name": "mysqlreader",
+                    "parameter": {
+                        "column": ["k1", "k2", "k3"],
+                        "connection": [
+                            {
+                                "jdbcUrl": ["jdbc:mysql://192.168.10.10:3306/db1"],
+                                "table": ["t1"]
+                            }
+                        ],
+                        "username": "root",
+                        "password": "123456",
+                        "where": ""
+                    }
+                },
+                "writer": {
+                    "name": "doriswriter",
+                    "parameter": {
+                        "feLoadUrl": ["192.168.1.1:8030"],
+                        "jdbcUrl": "jdbc:mysql://192.168.1.1:9030/",
+                        "loadProps": {
+                        },
+                        "database": "db1",
+                        "table": "t3",
+                        "column": ["k1", "k2", "k3"],
+                        "username": "root",
+                        "password": "12345",
+                        "postSql": [],
+                        "preSql": []
+                    }
+                }
+            }
+        ],
+        "setting": {
+            "speed": {
+                "channel": "1"
+            }
+        }
+    }
+}
diff --git a/doriswriter/pom.xml b/doriswriter/pom.xml
new file mode 100644
index 00000000..1051436a
--- /dev/null
+++ b/doriswriter/pom.xml
@@ -0,0 +1,107 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+        <relativePath>../pom.xml</relativePath>
+    </parent>
+
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>doriswriter</artifactId>
+    <name>doriswriter</name>
+    <packaging>jar</packaging>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>ch.qos.logback</groupId>
+            <artifactId>logback-classic</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>plugin-rdbms-util</artifactId>
+            <version>${datax-project-version}</version>
+        </dependency>
+
+        <dependency>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>${mysql.driver.version}</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.httpcomponents</groupId>
+            <artifactId>httpclient</artifactId>
+            <version>4.5.13</version>
+        </dependency>
+    </dependencies>
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+
+            <!-- assembly plugin -->
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
diff --git a/doriswriter/src/main/assembly/package.xml b/doriswriter/src/main/assembly/package.xml
new file mode 100644
index 00000000..9fca5e93
--- /dev/null
+++ b/doriswriter/src/main/assembly/package.xml
@@ -0,0 +1,56 @@
+<?xml version="1.0" encoding="UTF-8"?>
+
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+
+<assembly
+        xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/writer/doriswriter</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>doriswriter-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/writer/doriswriter</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/writer/doriswriter/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
new file mode 100644
index 00000000..9a364f40
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
@@ -0,0 +1,75 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.DateColumn;
+import com.alibaba.datax.common.element.Record;
+import org.apache.commons.lang3.time.DateFormatUtils;
+
+import java.util.List;
+import java.util.TimeZone;
+
+public abstract class DorisCodec {
+    protected static String timeZone = "GMT+8";
+    protected static TimeZone timeZoner = TimeZone.getTimeZone(timeZone);
+    protected final List<String> fieldNames;
+
+    public DorisCodec(final List<String> fieldNames) {
+        this.fieldNames = fieldNames;
+    }
+
+    public abstract String serialize(Record row);
+
+    /**
+     * convert datax internal  data to string
+     *
+     * @param col
+     * @return
+     */
+    protected Object convertColumn(final Column col) {
+        if (null == col.getRawData()) {
+            return null;
+        }
+        Column.Type type = col.getType();
+        switch (type) {
+            case BOOL:
+            case INT:
+            case LONG:
+                return col.asLong();
+            case DOUBLE:
+                return col.asDouble();
+            case STRING:
+                return col.asString();
+            case DATE: {
+                final DateColumn.DateType dateType = ((DateColumn) col).getSubType();
+                switch (dateType) {
+                    case DATE:
+                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd", timeZoner);
+                    case DATETIME:
+                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd HH:mm:ss", timeZoner);
+                    default:
+                        return col.asString();
+                }
+            }
+            default:
+                // BAD, NULL, BYTES
+                return null;
+        }
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java
new file mode 100644
index 00000000..493ddec9
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java
@@ -0,0 +1,58 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+// A wrapper class to hold a batch of loaded rows
+public class DorisFlushBatch {
+    private String lineDelimiter;
+    private String label;
+    private long rows = 0;
+    private StringBuilder data = new StringBuilder();
+
+    public DorisFlushBatch(String lineDelimiter) {
+        this.lineDelimiter = lineDelimiter;
+    }
+
+    public void setLabel(String label) {
+        this.label = label;
+    }
+
+    public String getLabel() {
+        return label;
+    }
+
+    public long getRows() {
+        return rows;
+    }
+
+    public void putData(String row) {
+        if (data.length() > 0) {
+            data.append(lineDelimiter);
+        }
+        data.append(row);
+        rows++;
+    }
+
+    public StringBuilder getData() {
+        return data;
+    }
+
+    public long getSize() {
+        return data.length();
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
new file mode 100644
index 00000000..8d4568c2
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
@@ -0,0 +1,50 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.fastjson.JSON;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+// Convert DataX data to json
+public class DorisJsonCodec extends DorisCodec {
+    private Map<String, Object> rowMap;
+
+    public DorisJsonCodec(final List<String> fieldNames) {
+        super(fieldNames);
+        this.rowMap = new HashMap<>(this.fieldNames.size());
+    }
+
+    @Override
+    public String serialize(final Record row) {
+        if (null == this.fieldNames) {
+            return "";
+        }
+
+        rowMap.clear();
+        int idx = 0;
+        for (final String fieldName : this.fieldNames) {
+            rowMap.put(fieldName, this.convertColumn(row.getColumn(idx)));
+            ++idx;
+        }
+        return JSON.toJSONString(rowMap);
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
new file mode 100644
index 00000000..71e2d1ad
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -0,0 +1,259 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
+import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.druid.sql.parser.ParserException;
+import com.google.common.base.Strings;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.Statement;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.UUID;
+
+public class DorisWriter extends Writer {
+    public DorisWriter() {
+    }
+
+    public static class Task extends com.alibaba.datax.common.spi.Writer.Task {
+        private DorisWriterEmitter dorisWriterEmitter;
+        private Key keys;
+        private DorisCodec rowCodec;
+        private int batchNum = 0;
+
+        public Task() {
+        }
+
+        @Override
+        public void init() {
+            this.keys = new Key(super.getPluginJobConf());
+            this.rowCodec = new DorisJsonCodec(this.keys.getColumns());
+            this.dorisWriterEmitter = new DorisWriterEmitter(keys);
+        }
+
+        @Override
+        public void prepare() {
+        }
+
+        @Override
+        public void startWrite(RecordReceiver recordReceiver) {
+            String lineDelimiter = this.keys.getLineDelimiter();
+            DorisFlushBatch flushBatch = new DorisFlushBatch(lineDelimiter);
+            long batchCount = 0;
+            long batchByteSize = 0L;
+            Record record;
+            // loop to get record from datax
+            while ((record = recordReceiver.getFromReader()) != null) {
+                // check column size
+                if (record.getColumnNumber() != this.keys.getColumns().size()) {
+                    throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+                            String.format("config writer column info error. because the column number of reader is :%s" +
+                                            "and the column number of writer is:%s. please check you datax job config json.",
+                                    record.getColumnNumber(), this.keys.getColumns().size()));
+                }
+                // codec record
+                final String recordStr = this.rowCodec.serialize(record);
+
+                // put into buffer
+                flushBatch.putData(recordStr);
+                batchCount += 1;
+                batchByteSize += recordStr.length();
+                // trigger buffer
+                if (batchCount >= this.keys.getBatchRows() || batchByteSize >= this.keys.getBatchByteSize()) {
+                    // generate doris stream load label
+                    flush(flushBatch);
+                    // clear buffer
+                    batchCount = 0;
+                    batchByteSize = 0L;
+                    flushBatch = new DorisFlushBatch(lineDelimiter);
+                }
+            } // end of while
+
+            if (flushBatch.getSize() > 0) {
+                flush(flushBatch);
+            }
+        }
+
+        private void flush(DorisFlushBatch flushBatch) {
+            final String label = getStreamLoadLabel();
+            flushBatch.setLabel(label);
+            dorisWriterEmitter.doStreamLoad(flushBatch);
+        }
+
+        private String getStreamLoadLabel() {
+            String labelPrefix = this.keys.getLabelPrefix();
+            return labelPrefix + UUID.randomUUID().toString() + "_" + (batchNum++);
+        }
+
+        @Override
+        public void post() {
+
+        }
+
+        @Override
+        public void destroy() {
+        }
+
+        @Override
+        public boolean supportFailOver() {
+            return false;
+        }
+    }
+
+    public static class Job extends com.alibaba.datax.common.spi.Writer.Job {
+        private static final Logger LOG = LoggerFactory.getLogger(DorisWriter.Job.class);
+        private Configuration originalConfig = null;
+        private Key keys;
+
+        public Job() {
+        }
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            this.keys = new Key(super.getPluginJobConf());
+            this.keys.doPretreatment();
+        }
+
+        @Override
+        public void preCheck() {
+            this.init();
+            this.preCheckPrePareSQL(this.keys);
+            this.preCheckPostSQL(this.keys);
+        }
+
+        @Override
+        public void prepare() {
+            String username = this.keys.getUsername();
+            String password = this.keys.getPassword();
+            String jdbcUrl = this.keys.getJdbcUrl();
+            List<String> renderedPreSqls = this.renderPreOrPostSqls(this.keys.getPreSqlList(), this.keys.getTable());
+            if (!renderedPreSqls.isEmpty()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
+                LOG.info("prepare execute preSqls:[{}]. doris jdbc url:{}.", String.join(";", renderedPreSqls), jdbcUrl);
+                this.executeSqls(conn, renderedPreSqls);
+                DBUtil.closeDBResources(null, null, conn);
+            }
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            List<Configuration> configurations = new ArrayList<>(mandatoryNumber);
+
+            for (int i = 0; i < mandatoryNumber; ++i) {
+                configurations.add(this.originalConfig);
+            }
+
+            return configurations;
+        }
+
+        @Override
+        public void post() {
+            String username = this.keys.getUsername();
+            String password = this.keys.getPassword();
+            String jdbcUrl = this.keys.getJdbcUrl();
+            List<String> renderedPostSqls = this.renderPreOrPostSqls(this.keys.getPostSqlList(), this.keys.getTable());
+            if (!renderedPostSqls.isEmpty()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
+                LOG.info("prepare execute postSqls:[{}]. doris jdbc url为:{}.", String.join(";", renderedPostSqls), jdbcUrl);
+                this.executeSqls(conn, renderedPostSqls);
+                DBUtil.closeDBResources(null, null, conn);
+            }
+
+        }
+
+        @Override
+        public void destroy() {
+        }
+
+        private List<String> renderPreOrPostSqls(final List<String> preOrPostSqls, final String tableName) {
+            if (null == preOrPostSqls) {
+                return Collections.emptyList();
+            }
+            final List<String> renderedSqls = new ArrayList<>();
+            for (final String sql : preOrPostSqls) {
+                if (!Strings.isNullOrEmpty(sql)) {
+                    renderedSqls.add(sql.replace(Constant.TABLE_NAME_PLACEHOLDER, tableName));
+                }
+            }
+            return renderedSqls;
+        }
+
+        private void executeSqls(final Connection conn, final List<String> sqls) {
+            Statement stmt = null;
+            String currentSql = null;
+            try {
+                stmt = conn.createStatement();
+                for (String s : sqls) {
+                    final String sql = currentSql = s;
+                    DBUtil.executeSqlWithoutResultSet(stmt, sql);
+                }
+            } catch (Exception e) {
+                throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
+            } finally {
+                DBUtil.closeDBResources(null, stmt, null);
+            }
+        }
+
+        private void preCheckPrePareSQL(final Key keys) {
+            final String table = keys.getTable();
+            final List<String> preSqls = keys.getPreSqlList();
+            final List<String> renderedPreSqls = renderPreOrPostSqls(preSqls, table);
+            if (!renderedPreSqls.isEmpty()) {
+                LOG.info("prepare check preSqls:[{}].", String.join(";", renderedPreSqls));
+                for (final String sql : renderedPreSqls) {
+                    try {
+                        DBUtil.sqlValid(sql, DataBaseType.MySql);
+                    } catch (ParserException e) {
+                        throw RdbmsException.asPreSQLParserException(DataBaseType.MySql, e, sql);
+                    }
+                }
+            }
+        }
+
+        private void preCheckPostSQL(final Key keys) {
+            final String table = keys.getTable();
+            final List<String> postSqls = keys.getPostSqlList();
+            final List<String> renderedPostSqls = renderPreOrPostSqls(postSqls, table);
+            if (!renderedPostSqls.isEmpty()) {
+                LOG.info("prepare check postSqls:[{}].", String.join(";", renderedPostSqls));
+                for (final String sql : renderedPostSqls) {
+                    try {
+                        DBUtil.sqlValid(sql, DataBaseType.MySql);
+                    } catch (ParserException e) {
+                        throw RdbmsException.asPostSQLParserException(DataBaseType.MySql, e, sql);
+                    }
+                }
+            }
+        }
+
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
new file mode 100644
index 00000000..fb4e46b0
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
@@ -0,0 +1,274 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.fastjson.JSON;
+import com.google.common.collect.Lists;
+import com.google.common.collect.Maps;
+import org.apache.http.HttpEntity;
+import org.apache.http.HttpHeaders;
+import org.apache.http.HttpRequest;
+import org.apache.http.HttpResponse;
+import org.apache.http.HttpStatus;
+import org.apache.http.ProtocolException;
+import org.apache.http.client.config.RequestConfig;
+import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.methods.HttpGet;
+import org.apache.http.client.methods.HttpHead;
+import org.apache.http.client.methods.HttpPut;
+import org.apache.http.client.methods.HttpUriRequest;
+import org.apache.http.client.methods.RequestBuilder;
+import org.apache.http.entity.ByteArrayEntity;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.DefaultRedirectStrategy;
+import org.apache.http.impl.client.HttpClientBuilder;
+import org.apache.http.impl.client.HttpClients;
+import org.apache.http.protocol.HttpContext;
+import org.apache.http.util.EntityUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.net.HttpURLConnection;
+import java.net.URI;
+import java.net.URL;
+import java.util.Base64;
+import java.util.List;
+import java.util.Map;
+
+// Used to load batch of rows to Doris using stream load
+public class DorisWriterEmitter {
+    private static final Logger LOG = LoggerFactory.getLogger(DorisWriterEmitter.class);
+    private final Key keys;
+    private int hostPos = 0;
+    private List<String> targetHosts = Lists.newArrayList();
+
+    private RequestConfig requestConfig;
+
+    public DorisWriterEmitter(final Key keys) {
+        this.keys = keys;
+        initHostList();
+        initRequestConfig();
+    }
+
+    private void initRequestConfig() {
+        requestConfig = RequestConfig.custom().setConnectTimeout(this.keys.getConnectTimeout()).build();
+    }
+
+    // get target host from config
+    private void initHostList() {
+        List<String> hosts = this.keys.getBeLoadUrlList();
+        if (hosts == null || hosts.isEmpty()) {
+            hosts = this.keys.getFeLoadUrlList();
+        }
+        if (hosts == null || hosts.isEmpty()) {
+            DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+                    "Either beLoadUrl or feLoadUrl must be set");
+        }
+        for (String beHost : hosts) {
+            targetHosts.add("http://" + beHost);
+        }
+    }
+
+    /**
+     * execute doris stream load
+     */
+    public void doStreamLoad(final DorisFlushBatch flushData) {
+        long start = System.currentTimeMillis();
+        final String host = this.getAvailableHost();
+        if (null == host) {
+            throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, "None of the load url can be connected.");
+        }
+        final String loadUrl = host + "/api/" + this.keys.getDatabase() + "/" + this.keys.getTable() + "/_stream_load";
+        // do http put request and get response
+        final Map<String, Object> loadResult;
+        try {
+            loadResult = this.doHttpPut(loadUrl, flushData);
+        } catch (IOException e) {
+            throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
+        }
+
+        long cost = System.currentTimeMillis() - start;
+        LOG.info("StreamLoad response: " + JSON.toJSONString(loadResult) + ", cost(ms): " + cost);
+        final String keyStatus = "Status";
+        if (null == loadResult || !loadResult.containsKey(keyStatus)) {
+            throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, "Unable to flush data to doris: unknown result status.");
+        }
+        if (loadResult.get(keyStatus).equals("Fail")) {
+            throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, "Failed to flush data to doris.\n" + JSON.toJSONString(loadResult));
+        }
+    }
+
+    /**
+     * loop to get target host
+     *
+     * @return
+     */
+    private String getAvailableHost() {
+        if (this.hostPos >= targetHosts.size()) {
+            this.hostPos = 0;
+        }
+
+        while (this.hostPos < targetHosts.size()) {
+            final String host = targetHosts.get(hostPos);
+            ++this.hostPos;
+            if (this.tryHttpConnection(host)) {
+                return host;
+            }
+        }
+
+        return null;
+    }
+
+    private boolean tryHttpConnection(final String host) {
+        try {
+            final URL url = new URL(host);
+            final HttpURLConnection co = (HttpURLConnection) url.openConnection();
+            co.setConnectTimeout(1000);
+            co.connect();
+            co.disconnect();
+            return true;
+        } catch (Exception e) {
+            LOG.warn("Failed to connect to address:{} , Exception ={}", host, e);
+            return false;
+        }
+    }
+
+    private Map<String, Object> doHttpPut(final String loadUrl, final DorisFlushBatch flushBatch) throws IOException {
+        LOG.info(String.format("Executing stream load to: '%s', size: %s, rows: %d",
+                loadUrl, flushBatch.getSize(), flushBatch.getRows()));
+
+        final HttpClientBuilder httpClientBuilder = HttpClients.custom().setRedirectStrategy(new DefaultRedirectStrategy() {
+            @Override
+            protected boolean isRedirectable(final String method) {
+                return true;
+            }
+
+            @Override
+            public HttpUriRequest getRedirect(HttpRequest request, HttpResponse response, HttpContext context) throws ProtocolException {
+                URI uri = this.getLocationURI(request, response, context);
+                String method = request.getRequestLine().getMethod();
+                if (method.equalsIgnoreCase("HEAD")) {
+                    return new HttpHead(uri);
+                } else if (method.equalsIgnoreCase("GET")) {
+                    return new HttpGet(uri);
+                } else {
+                    int status = response.getStatusLine().getStatusCode();
+                    return (HttpUriRequest) (status == 307 ? RequestBuilder.copy(request).setUri(uri).build() : new HttpGet(uri));
+                }
+            }
+        });
+
+        try (final CloseableHttpClient httpclient = httpClientBuilder.build()) {
+            final HttpPut httpPut = new HttpPut(loadUrl);
+            final List<String> cols = this.keys.getColumns();
+            if (null != cols && !cols.isEmpty()) {
+                httpPut.setHeader("columns", String.join(",", cols));
+            }
+
+            // put loadProps to http header
+            final Map<String, Object> loadProps = this.keys.getLoadProps();
+            if (null != loadProps) {
+                for (final Map.Entry<String, Object> entry : loadProps.entrySet()) {
+                    httpPut.setHeader(entry.getKey(), String.valueOf(entry.getValue()));
+                }
+            }
+
+            // set other required headers
+            httpPut.setHeader(HttpHeaders.EXPECT, "100-continue");
+            httpPut.setHeader(HttpHeaders.AUTHORIZATION, this.getBasicAuthHeader(this.keys.getUsername(), this.keys.getPassword()));
+            httpPut.setHeader("label", flushBatch.getLabel());
+            httpPut.setHeader("format", "json");
+            httpPut.setHeader("line_delimiter", this.keys.getLineDelimiterDesc());
+            httpPut.setHeader("read_json_by_line", "true");
+            httpPut.setHeader("fuzzy_parse", "true");
+
+            // Use ByteArrayEntity instead of StringEntity to handle Chinese correctly
+            httpPut.setEntity(new ByteArrayEntity(flushBatch.getData().toString().getBytes()));
+
+            httpPut.setConfig(requestConfig);
+
+            try (final CloseableHttpResponse resp = httpclient.execute(httpPut)) {
+                final int code = resp.getStatusLine().getStatusCode();
+                if (HttpStatus.SC_OK != code) {
+                    LOG.warn("Request failed with code:{}", code);
+                    return null;
+                }
+                final HttpEntity respEntity = resp.getEntity();
+                if (null == respEntity) {
+                    LOG.warn("Request failed with empty response.");
+                    return null;
+                }
+                return (Map<String, Object>) JSON.parse(EntityUtils.toString(respEntity));
+            }
+        }
+    }
+
+    private String getBasicAuthHeader(final String username, final String password) {
+        final String auth = username + ":" + password;
+        final byte[] encodedAuth = Base64.getEncoder().encode(auth.getBytes());
+        return "Basic " + new String(encodedAuth);
+    }
+
+    // for test
+    public static void main(String[] args) throws IOException {
+        String json = "{\n" +
+                "                        \"feLoadUrl\": [\"127.0.0.1:8030\"],\n" +
+                "                        \"column\": [\"k1\", \"k2\", \"k3\"],\n" +
+                "                        \"database\": \"db1\",\n" +
+                "                        \"jdbcUrl\": \"jdbc:mysql://127.0.0.1:9030/\",\n" +
+                "                        \"loadProps\": {\n" +
+                "                        },\n" +
+                "                        \"password\": \"12345\",\n" +
+                "                        \"postSql\": [],\n" +
+                "                        \"preSql\": [],\n" +
+                "                        \"table\": \"t1\",\n" +
+                "                        \"username\": \"root\"\n" +
+                "                    }";
+        Configuration configuration = Configuration.from(json);
+        Key key = new Key(configuration);
+
+        DorisWriterEmitter emitter = new DorisWriterEmitter(key);
+        DorisFlushBatch flushBatch = new DorisFlushBatch("\n");
+        flushBatch.setLabel("test4");
+        Map<String, String> row1 = Maps.newHashMap();
+        row1.put("k1", "2021-02-02");
+        row1.put("k2", "2021-02-02 00:00:00");
+        row1.put("k3", "3");
+        String rowStr1 = JSON.toJSONString(row1);
+        System.out.println("rows1: " + rowStr1);
+        flushBatch.putData(rowStr1);
+
+        Map<String, String> row2 = Maps.newHashMap();
+        row2.put("k1", "2021-02-03");
+        row2.put("k2", "2021-02-03 00:00:00");
+        row2.put("k3", "4");
+        String rowStr2 = JSON.toJSONString(row2);
+        System.out.println("rows2: " + rowStr2);
+        flushBatch.putData(rowStr2);
+
+        for (int i = 0; i < 500000; ++i) {
+            flushBatch.putData(rowStr2);
+        }
+
+        emitter.doStreamLoad(flushBatch);
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
new file mode 100644
index 00000000..cfbef96c
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
@@ -0,0 +1,171 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.google.common.base.Strings;
+
+import java.io.Serializable;
+import java.util.List;
+import java.util.Map;
+
+public class Key implements Serializable {
+    public static final String FE_LOAD_URL = "feLoadUrl";
+    public static final String BE_LOAD_URL = "beLoadUrl";
+    public static final String JDBC_URL = "jdbcUrl";
+
+    public static final String DATABASE = "database";
+    public static final String TABLE = "table";
+    public static final String COLUMN = "column";
+
+    public static final String USERNAME = "username";
+    public static final String PASSWORD = "password";
+
+    public static final String PRE_SQL = "preSql";
+    public static final String POST_SQL = "postSql";
+
+    public static final String LOAD_PROPS = "loadProps";
+    public static final String MAX_BATCH_ROWS = "maxBatchRows";
+    public static final String MAX_BATCH_BYTE_SIZE = "maxBatchByteSize";
+    public static final String LABEL_PREFIX = "labelPrefix";
+    public static final String LINE_DELIMITER = "lineDelimiter";
+    public static final String CONNECT_TIMEOUT = "connectTimeout";
+    private final Configuration options;
+    private final String lineDelimiterDesc;
+
+    private static final long DEFAULT_MAX_BATCH_ROWS = 50_0000;
+    private static final long DEFAULT_MAX_BATCH_BYTE_SIZE = 100 * 1024 * 1024; // 100MB
+    private static final String DEFAULT_LABEL_PREFIX = "datax_doris_writer_";
+    private static final String DEFAULT_LINE_DELIMITER = "\n";
+    private static final int DEFAULT_CONNECT_TIMEOUT = -1;
+
+    public Key(final Configuration options) {
+        this.options = options;
+        this.lineDelimiterDesc = parseHexReadable(this.getLineDelimiter());
+    }
+
+    public void doPretreatment() {
+        this.validateRequired();
+        this.validateStreamLoadUrl();
+    }
+
+    public String getJdbcUrl() {
+        return this.options.getString(JDBC_URL);
+    }
+
+    public String getDatabase() {
+        return this.options.getString(DATABASE);
+    }
+
+    public String getTable() {
+        return this.options.getString(TABLE);
+    }
+
+    public String getUsername() {
+        return this.options.getString(USERNAME);
+    }
+
+    public String getPassword() {
+        return Strings.nullToEmpty(this.options.getString(PASSWORD));
+    }
+
+    public List<String> getBeLoadUrlList() {
+        return this.options.getList(BE_LOAD_URL, String.class);
+    }
+
+    public List<String> getFeLoadUrlList() {
+        return this.options.getList(FE_LOAD_URL, String.class);
+    }
+
+    public List<String> getColumns() {
+        return this.options.getList(COLUMN, String.class);
+    }
+
+    public List<String> getPreSqlList() {
+        return this.options.getList(PRE_SQL, String.class);
+    }
+
+    public List<String> getPostSqlList() {
+        return this.options.getList(POST_SQL, String.class);
+    }
+
+    public Map<String, Object> getLoadProps() {
+        return this.options.getMap(LOAD_PROPS);
+    }
+
+    public long getBatchRows() {
+        return this.options.getLong(MAX_BATCH_ROWS, DEFAULT_MAX_BATCH_ROWS);
+    }
+
+    public long getBatchByteSize() {
+        return this.options.getLong(MAX_BATCH_BYTE_SIZE, DEFAULT_MAX_BATCH_BYTE_SIZE);
+    }
+
+    public String getLabelPrefix() {
+        return this.options.getString(LABEL_PREFIX, DEFAULT_LABEL_PREFIX);
+    }
+
+    public String getLineDelimiter() {
+        return this.options.getString(LINE_DELIMITER, DEFAULT_LINE_DELIMITER);
+    }
+
+    public int getConnectTimeout() {
+        return this.options.getInt(CONNECT_TIMEOUT, DEFAULT_CONNECT_TIMEOUT);
+    }
+
+    public String getLineDelimiterDesc() {
+        return lineDelimiterDesc;
+    }
+
+    private void validateStreamLoadUrl() {
+        List<String> urlList = this.getBeLoadUrlList();
+        if (urlList == null) {
+            urlList = this.getFeLoadUrlList();
+        }
+        if (urlList == null || urlList.isEmpty()) {
+            throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR, "Either beLoadUrl or feLoadUrl must be set");
+        }
+
+        for (final String host : urlList) {
+            if (host.split(":").length < 2) {
+                throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+                        "Invalid load url format. IF use FE hosts, should be like: fe_host:fe_http_port."
+                                + " If use BE hosts, should be like: be_host:be_webserver_port");
+            }
+        }
+    }
+
+    private String parseHexReadable(String s) {
+        byte[] separatorBytes = s.getBytes();
+        StringBuilder desc = new StringBuilder();
+
+        for (byte separatorByte : separatorBytes) {
+            desc.append(String.format("\\x%02x", separatorByte));
+        }
+        return desc.toString();
+    }
+
+    private void validateRequired() {
+        final String[] requiredOptionKeys = new String[]{JDBC_URL, USERNAME, DATABASE, TABLE, COLUMN};
+        for (final String optionKey : requiredOptionKeys) {
+            this.options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE);
+        }
+    }
+}
diff --git a/doriswriter/src/main/resources/plugin.json b/doriswriter/src/main/resources/plugin.json
new file mode 100644
index 00000000..9d2ad497
--- /dev/null
+++ b/doriswriter/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+  "name": "doriswriter",
+  "class": "com.alibaba.datax.plugin.writer.doriswriter.DorisWriter",
+  "description": "",
+  "developer": ""
+}
diff --git a/doriswriter/src/main/resources/plugin_job_template.json b/doriswriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..152f1eee
--- /dev/null
+++ b/doriswriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,15 @@
+{
+  "name": "doriswriter",
+  "parameter": {
+    "username": "",
+    "password": "",
+    "database": "",
+    "table": "",
+    "column": [],
+    "preSql": [],
+    "postSql": [],
+    "jdbcUrl": "",
+    "beLoadUrl": [],
+    "loadProps": {}
+  }
+}
\ No newline at end of file
diff --git a/pom.xml b/pom.xml
index 3f64b929..f57306a4 100644
--- a/pom.xml
+++ b/pom.xml
@@ -108,6 +108,7 @@
         <module>hbase20xsqlreader</module>
         <module>hbase20xsqlwriter</module>
         <module>kuduwriter</module>
+        <module>doriswriter</module>
     </modules>
 
     <dependencyManagement>

From f5cedbeb3269fb7560cceda16e049863a50bf6af Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Mon, 24 Jan 2022 12:18:14 +0800
Subject: [PATCH 138/251] check the label state when `label already exists`

---
 .../StarRocksWriterOptions.java               |  2 +-
 .../manager/StarRocksFlushTuple.java          |  1 +
 .../StarRocksStreamLoadFailedException.java   | 33 +++++++
 .../manager/StarRocksStreamLoadVisitor.java   | 86 ++++++++++++++++---
 .../manager/StarRocksWriterManager.java       |  9 +-
 5 files changed, 118 insertions(+), 13 deletions(-)
 create mode 100644 starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadFailedException.java

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
index 8d5ede98..689c09e1 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
@@ -15,7 +15,7 @@ public class StarRocksWriterOptions implements Serializable {
     private static final long serialVersionUID = 1l;
     private static final long KILO_BYTES_SCALE = 1024l;
     private static final long MEGA_BYTES_SCALE = KILO_BYTES_SCALE * KILO_BYTES_SCALE;
-    private static final int MAX_RETRIES = 1;
+    private static final int MAX_RETRIES = 3;
     private static final int BATCH_ROWS = 500000;
     private static final long BATCH_BYTES = 90 * MEGA_BYTES_SCALE;
     private static final long FLUSH_INTERVAL = 300000;
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java
index 47cebb91..5c939f9b 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksFlushTuple.java
@@ -15,6 +15,7 @@ public class StarRocksFlushTuple {
     }
 
     public String getLabel() { return label; }
+    public void setLabel(String label) { this.label = label; }
     public Long getBytes() { return bytes; }
     public List<byte[]> getRows() { return rows; }
 }
\ No newline at end of file
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadFailedException.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadFailedException.java
new file mode 100644
index 00000000..4eb47048
--- /dev/null
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadFailedException.java
@@ -0,0 +1,33 @@
+package com.starrocks.connector.datax.plugin.writer.starrockswriter.manager;
+
+import java.io.IOException;
+import java.util.Map;
+
+ 
+public class StarRocksStreamLoadFailedException extends IOException {
+
+    static final long serialVersionUID = 1L;
+
+    private final Map<String, Object> response;
+    private boolean reCreateLabel;
+
+    public StarRocksStreamLoadFailedException(String message, Map<String, Object> response) {
+        super(message);
+        this.response = response;
+    }
+
+    public StarRocksStreamLoadFailedException(String message, Map<String, Object> response, boolean reCreateLabel) {
+        super(message);
+        this.response = response;
+        this.reCreateLabel = reCreateLabel;
+    }
+
+    public Map<String, Object> getFailedResponse() {
+        return response;
+    }
+
+    public boolean needReCreateLabel() {
+        return reCreateLabel;
+    }
+
+}
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index 2a372263..b8245d71 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -14,6 +14,7 @@ import org.apache.commons.codec.binary.Base64;
 import org.apache.http.HttpEntity;
 import org.apache.http.client.config.RequestConfig;
 import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.methods.HttpGet;
 import org.apache.http.client.methods.HttpPut;
 import org.apache.http.entity.ByteArrayEntity;
 import org.apache.http.impl.client.CloseableHttpClient;
@@ -26,6 +27,7 @@ import org.slf4j.LoggerFactory;
 
 import java.util.List;
 import java.util.Map;
+import java.util.concurrent.TimeUnit;
 import java.util.stream.Collectors;
 
  
@@ -35,6 +37,13 @@ public class StarRocksStreamLoadVisitor {
 
     private final StarRocksWriterOptions writerOptions;
     private long pos;
+    private static final String RESULT_FAILED = "Fail";
+    private static final String RESULT_LABEL_EXISTED = "Label Already Exists";
+    private static final String LAEBL_STATE_VISIBLE = "VISIBLE";
+    private static final String LAEBL_STATE_COMMITTED = "COMMITTED";
+    private static final String RESULT_LABEL_PREPARE = "PREPARE";
+    private static final String RESULT_LABEL_ABORTED = "ABORTED";
+    private static final String RESULT_LABEL_UNKNOWN = "UNKNOWN";
 
     public StarRocksStreamLoadVisitor(StarRocksWriterOptions writerOptions) {
         this.writerOptions = writerOptions;
@@ -59,10 +68,14 @@ public class StarRocksStreamLoadVisitor {
             throw new IOException("Unable to flush data to StarRocks: unknown result status.");
         }
         LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
-        if (loadResult.get(keyStatus).equals("Fail")) {
+        if (RESULT_FAILED.equals(loadResult.get(keyStatus))) {
             throw new IOException(
                 new StringBuilder("Failed to flush data to StarRocks.\n").append(JSON.toJSONString(loadResult)).toString()
             );
+        } else if (RESULT_LABEL_EXISTED.equals(loadResult.get(keyStatus))) {
+            LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
+            // has to block-checking the state to get the final result
+            checkLabelState(host, flushData.getLabel());
         }
     }
 
@@ -122,6 +135,52 @@ public class StarRocksStreamLoadVisitor {
         throw new RuntimeException("Failed to join rows data, unsupported `format` from stream load properties:");
     }
 
+    @SuppressWarnings("unchecked")
+    private void checkLabelState(String host, String label) throws IOException {
+        int idx = 0;
+        while(true) {
+            try {
+                TimeUnit.SECONDS.sleep(Math.min(++idx, 5));
+            } catch (InterruptedException ex) {
+                break;
+            }
+            try (CloseableHttpClient httpclient = HttpClients.createDefault()) {
+                HttpGet httpGet = new HttpGet(new StringBuilder(host).append("/api/").append(writerOptions.getDatabase()).append("/get_load_state?label=").append(label).toString());
+                httpGet.setHeader("Authorization", getBasicAuthHeader(writerOptions.getUsername(), writerOptions.getPassword()));
+                httpGet.setHeader("Connection", "close");
+
+                try (CloseableHttpResponse resp = httpclient.execute(httpGet)) {
+                    HttpEntity respEntity = getHttpEntity(resp);
+                    if (respEntity == null) {
+                        throw new IOException(String.format("Failed to flush data to StarRocks, Error " +
+                                "could not get the final state of label[%s].\n", label), null);
+                    }
+                    Map<String, Object> result = (Map<String, Object>)JSON.parse(EntityUtils.toString(respEntity));
+                    String labelState = (String)result.get("state");
+                    if (null == labelState) {
+                        throw new IOException(String.format("Failed to flush data to StarRocks, Error " +
+                                "could not get the final state of label[%s]. response[%s]\n", label, EntityUtils.toString(respEntity)), null);
+                    }
+                    LOG.info(String.format("Checking label[%s] state[%s]\n", label, labelState));
+                    switch(labelState) {
+                        case LAEBL_STATE_VISIBLE:
+                        case LAEBL_STATE_COMMITTED:
+                            return;
+                        case RESULT_LABEL_PREPARE:
+                            continue;
+                        case RESULT_LABEL_ABORTED:
+                            throw new StarRocksStreamLoadFailedException(String.format("Failed to flush data to StarRocks, Error " +
+                                    "label[%s] state[%s]\n", label, labelState), null, true);
+                        case RESULT_LABEL_UNKNOWN:
+                        default:
+                            throw new IOException(String.format("Failed to flush data to StarRocks, Error " +
+                                "label[%s] state[%s]\n", label, labelState), null);
+                    }
+                }
+            }
+        }
+    }
+
     @SuppressWarnings("unchecked")
     private Map<String, Object> doHttpPut(String loadUrl, String label, byte[] data) throws IOException {
         LOG.info(String.format("Executing stream load to: '%s', size: '%s'", loadUrl, data.length));
@@ -150,16 +209,9 @@ public class StarRocksStreamLoadVisitor {
             httpPut.setEntity(new ByteArrayEntity(data));
             httpPut.setConfig(RequestConfig.custom().setRedirectsEnabled(true).build());
             try (CloseableHttpResponse resp = httpclient.execute(httpPut)) {
-                int code = resp.getStatusLine().getStatusCode();
-                if (200 != code) {
-                    LOG.warn("Request failed with code:{}", code);
+                HttpEntity respEntity = getHttpEntity(resp);
+                if (respEntity == null)
                     return null;
-                }
-                HttpEntity respEntity = resp.getEntity();
-                if (null == respEntity) {
-                    LOG.warn("Request failed with empty response.");
-                    return null;
-                }
                 return (Map<String, Object>)JSON.parse(EntityUtils.toString(respEntity));
             }
         }
@@ -171,4 +223,18 @@ public class StarRocksStreamLoadVisitor {
         return new StringBuilder("Basic ").append(new String(encodedAuth)).toString();
     }
 
+    private HttpEntity getHttpEntity(CloseableHttpResponse resp) {
+        int code = resp.getStatusLine().getStatusCode();
+        if (200 != code) {
+            LOG.warn("Request failed with code:{}", code);
+            return null;
+        }
+        HttpEntity respEntity = resp.getEntity();
+        if (null == respEntity) {
+            LOG.warn("Request failed with empty response.");
+            return null;
+        }
+        return respEntity;
+    }
+
 }
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
index f32eccde..d7c290df 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -134,7 +134,7 @@ public class StarRocksWriterManager {
                         flushException = e;
                     }
                 }
-            }   
+            }
         });
         flushThread.setDaemon(true);
         flushThread.start();
@@ -167,8 +167,13 @@ public class StarRocksWriterManager {
                 if (i >= writerOptions.getMaxRetries()) {
                     throw new IOException(e);
                 }
+                if (e instanceof StarRocksStreamLoadFailedException && ((StarRocksStreamLoadFailedException)e).needReCreateLabel()) {
+                    String newLabel = createBatchLabel();
+                    LOG.warn(String.format("Batch label changed from [%s] to [%s]", flushData.getLabel(), newLabel));
+                    flushData.setLabel(newLabel);
+                }
                 try {
-                    Thread.sleep(1000l * (i + 1));
+                    Thread.sleep(1000l * Math.min(i + 1, 10));
                 } catch (InterruptedException ex) {
                     Thread.currentThread().interrupt();
                     throw new IOException("Unable to flush, interrupted while doing another attempt", e);

From 9e3e08987dceeae8d5b825404f2eb15d21bf3527 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Tue, 25 Jan 2022 23:37:20 +0800
Subject: [PATCH 139/251] test case and Performance test report

test case and Performance test report
---
 doriswriter/doc/doriswriter.md                | 92 ++++++++++++++++---
 .../doriswriter/TestDorisWriterLoad.java      | 88 ++++++++++++++++++
 2 files changed, 166 insertions(+), 14 deletions(-)
 create mode 100644 doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 7a072620..fedc2171 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -9,12 +9,60 @@ DorisWriter是一个支持将大批量数据写入Doris中的一个插件，可
 
 Doris是完全支持Mysql协议的，所以如果你需要读取Doris的数据，可以使用mysqlreader插件完成，这里不单独提供Doris数据读取插件。
 
-## 2 实现原理
+## 2.支持版本
+
+DorisWriter目前支持的Doris版本如下：
+
+| Doris版本号          | 说明                                            |
+| -------------------- | ----------------------------------------------- |
+| Apahce Doris 0.13.0  | 包括百度发行版palo 0.13.15                      |
+| Apache Doris 0.14.0  | 包括百度发行版palo 0.14.7、0.14.12.1、0.14.13.1 |
+| Apache Doris 0.15.0  | 包括百度发行版palo 0.15.1 RC09                  |
+| Apahce Doris后续版本 |                                                 |
+
+大家在使用过程中如果遇到什么问题，可以通过邮件或者在Doris的[Issues · apache/incubator-doris](https://github.com/apache/incubator-doris/issues)上提问，我们会及时解决，或者可以给Doris的开发组邮箱发送邮件：dev@doris.apache.org，我们也会及时查看回复及修复。
+
+## 3 实现原理
 DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter会将`reader`读取的数据进行缓存在内存中，拼接成Json文本，然后批量导入至Doris。
 
-## 3 功能说明
+Stream load 是一个同步的导入方式，用户通过发送 HTTP 协议发送请求将本地文件或数据流导入到 Doris 中。Stream load 同步执行导入并返回导入结果。用户可直接通过请求的返回体判断本次导入是否成功。
 
-### 3.1 配置样例
+Stream load 主要适用于导入本地文件，或通过程序导入数据流中的数据
+
+Stream Load的数据导入流程如下：
+
+```text
+                         ^      +
+                         |      |
+                         |      | 1A. User submit load to FE
+                         |      |
+                         |   +--v-----------+
+                         |   | FE           |
+5. Return result to user |   +--+-----------+
+                         |      |
+                         |      | 2. Redirect to BE
+                         |      |
+                         |   +--v-----------+
+                         +---+Coordinator BE| 1B. User submit load to BE
+                             +-+-----+----+-+
+                               |     |    |
+                         +-----+     |    +-----+
+                         |           |          | 3. Distrbute data
+                         |           |          |
+                       +-v-+       +-v-+      +-v-+
+                       |BE |       |BE |      |BE |
+                       +---+       +---+      +---+
+```
+
+Stream load 中，Doris 会选定一个节点作为 Coordinator 节点。该节点负责接数据并分发数据到其他数据节点。
+
+用户通过 HTTP 协议提交导入命令。如果提交到 FE，则 FE 会通过 HTTP redirect 指令将请求转发给某一个 BE。用户也可以直接提交导入命令给某一指定 BE。
+
+导入的最终结果由 Coordinator BE 返回给用户。
+
+## 4 功能说明
+
+### 4.1 配置样例
 
 这里是一份从Stream读取数据后导入至Doris的配置文件。
 
@@ -83,7 +131,7 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
 }
 ```
 
-### 3.2 参数说明
+### 4.2 参数说明
 
 * **jdbcUrl**
 
@@ -147,37 +195,53 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
 
 
 * **maxBatchRows**
-
   - 描述：每批次导入数据的最大行数。和 **maxBatchByteSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
   - 默认值：500000
-
 * **maxBatchByteSize**
-
   - 描述：每批次导入数据的最大数据量。和 ** maxBatchRows** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
   - 默认值：104857600
-
 * **labelPrefix**
-
   - 描述：每批次导入任务的 label 前缀。最终的 label 将有 `labelPrefix + UUID + 序号` 组成
   - 必选：否
   - 默认值：`datax_doris_writer_`
-
 * **lineDelimiter**
-
   - 描述：每批次数据包含多行，每行为 Json 格式，每行的的分隔符即为 lineDelimiter。支持多个字节, 例如'\x02\x03'。
   - 必选：否
   - 默认值：`\n`
-  
 * **loadProps**
-
   - 描述：StreamLoad 的请求参数，详情参照StreamLoad介绍页面。
   - 必选：否
   - 默认值：无
-
 * **connectTimeout**
 
   - 描述：StreamLoad单次请求的超时时间, 单位毫秒(ms)。
   - 必选：否
   - 默认值：-1
+
+### 4.3 doriswriter插件的约束与限制
+
+DorisWriter是借助于Apache Doris提供的Stream Load方式来实现数据导入，为了避免频繁的数据插入引发Doris写失败，建议批到的方式，具体参照[常见报错 | Apache Doris](https://doris.apache.org/zh-CN/faq/error.html#e3-tablet-writer-write-failed-tablet-id-27306172-txn-id-28573520-err-235-or-215-or-238)，建议将参数列表中的下列参数设大，下面给出建议值：
+
+1. maxBatchRows：10000，表示每10000条提交导入一次，如果你的数据量没那么可以适当调小
+2. maxBatchByteSize：这个参数表示你每个批到导入数据量大的大小，具体值=maxBatchRows * 单条记录的大小，如果一个批次导入的数据量大小超过这个值将被阻塞导入，导入数据格式是JSON格式所以这个值可以适当放大，通过上面的导入记录数来控制每个批次导入的数据量就可以了
+3. column：这个要和你在Doris里建表的字段顺序一致。
+
+## 4.性能测试
+
+下面是通过读取Mysql数据表的数据，插入到Doris进行的性能测试结果，仅供参考
+
+```
+2022-01-25 23:32:53.638 [job-0] INFO  JobContainer - PerfTrace not enable!
+2022-01-25 23:32:53.638 [job-0] INFO  StandAloneJobContainerCommunicator - Total 2000000 records, 80888896 bytes | Speed 3.86MB/s, 100000 records/s | Error 0 records, 0 bytes |  All Task WaitWriterTime 14.270s |  All Task WaitReaderTime 0.147s | Percentage 100.00%
+2022-01-25 23:32:53.639 [job-0] INFO  JobContainer -
+任务启动时刻                    : 2022-01-25 23:32:33
+任务结束时刻                    : 2022-01-25 23:32:53
+任务总计耗时                    :                 20s
+任务平均流量                    :            3.86MB/s
+记录写入速度                    :         100000rec/s
+读出记录总数                    :             2000000
+读写失败总数                    :                   0
+```
+
diff --git a/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java b/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java
new file mode 100644
index 00000000..35b6e3a4
--- /dev/null
+++ b/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java
@@ -0,0 +1,88 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.fastjson.JSON;
+import com.google.common.collect.Maps;
+import com.alibaba.datax.common.util.Configuration;
+
+import java.io.IOException;
+import java.util.Map;
+
+public class TestDorisWriterLoad {
+
+
+    // for test
+    public static void main(String[] args) throws IOException {
+        /**
+         * 下面示例使用的建表语句，要首先有一套Ddoris的环境，创建数据库demo，然后使用下面的建表语句创建表
+         * 修改feLoadUrl中的IP地址，username，password，然后运行
+         * CREATE TABLE `doris_test` (
+         *   `k1` varchar(30) NULL ,
+         *   `k2` varchar(255) NULL,
+         *   `k3` varchar(200)
+         * ) ENGINE=OLAP
+         * Duplicate KEY(k1)
+         * COMMENT "OLAP"
+         * DISTRIBUTED BY HASH(k1) BUCKETS 1
+         * PROPERTIES (
+         * "replication_allocation" = "tag.location.default: 1",
+         * "in_memory" = "false",
+         * "storage_format" = "V2"
+         * )
+         */
+        String json = "{\n" +
+                "   \"feLoadUrl\": [\"127.0.0.1:8030\"],\n" +
+                "   \"column\": [\"k1\", \"k2\", \"k3\"],\n" +
+                "   \"database\": \"demo\",\n" +
+                "   \"jdbcUrl\": \"\",\n" +
+                "   \"loadProps\": {},\n" +
+                "   \"password\": \"12345\",\n" +
+                "   \"postSql\": [],\n" +
+                "   \"preSql\": [],\n" +
+                "   \"table\": \"doris_test\",\n" +
+                "   \"username\": \"root\"\n" +
+                "}";
+        Configuration configuration = Configuration.from(json);
+        Key key = new Key(configuration);
+
+        DorisWriterEmitter emitter = new DorisWriterEmitter(key);
+        DorisFlushBatch flushBatch = new DorisFlushBatch("\n");
+        flushBatch.setLabel("test4");
+        Map<String, String> row1 = Maps.newHashMap();
+        row1.put("k1", "2021-02-02");
+        row1.put("k2", "2021-02-02 00:00:00");
+        row1.put("k3", "3");
+        String rowStr1 = JSON.toJSONString(row1);
+        System.out.println("rows1: " + rowStr1);
+        flushBatch.putData(rowStr1);
+
+        Map<String, String> row2 = Maps.newHashMap();
+        row2.put("k1", "2021-02-03");
+        row2.put("k2", "2021-02-03 00:00:00");
+        row2.put("k3", "4");
+        String rowStr2 = JSON.toJSONString(row2);
+        System.out.println("rows2: " + rowStr2);
+        flushBatch.putData(rowStr2);
+
+        for (int i = 0; i < 50000; ++i) {
+            flushBatch.putData(rowStr2);
+        }
+        emitter.doStreamLoad(flushBatch);
+    }
+}

From 79db76dd8f597d0eaa00b039cc9b4a39b116aede Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Tue, 25 Jan 2022 23:57:15 +0800
Subject: [PATCH 140/251] 1

1
---
 doriswriter/doc/doriswriter.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index fedc2171..a9e7101b 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -232,6 +232,8 @@ DorisWriter是借助于Apache Doris提供的Stream Load方式来实现数据导
 
 下面是通过读取Mysql数据表的数据，插入到Doris进行的性能测试结果，仅供参考
 
+测试是单机测试，Mysql 8.0.26，Doris 0.15 （单机），mysql和Doris部署在同一台服务器上，服务器配置：4核 16 GiB
+
 ```
 2022-01-25 23:32:53.638 [job-0] INFO  JobContainer - PerfTrace not enable!
 2022-01-25 23:32:53.638 [job-0] INFO  StandAloneJobContainerCommunicator - Total 2000000 records, 80888896 bytes | Speed 3.86MB/s, 100000 records/s | Error 0 records, 0 bytes |  All Task WaitWriterTime 14.270s |  All Task WaitReaderTime 0.147s | Percentage 100.00%

From a1bf9baa3eccd3d2b3f7fa13aabb93f25a0fccee Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Mon, 14 Feb 2022 18:49:25 +0800
Subject: [PATCH 141/251] add label-prefix option

---
 .../starrockswriter/StarRocksWriterOptions.java      |  5 +++++
 .../manager/StarRocksWriterManager.java              | 12 +++++++++++-
 2 files changed, 16 insertions(+), 1 deletion(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
index 689c09e1..14ce0332 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
@@ -33,6 +33,7 @@ public class StarRocksWriterOptions implements Serializable {
     private static final String KEY_PRE_SQL = "preSql";
     private static final String KEY_POST_SQL = "postSql";
     private static final String KEY_JDBC_URL = "jdbcUrl";
+    private static final String KEY_LABEL_PREFIX = "labelPrefix";
     private static final String KEY_MAX_BATCH_ROWS = "maxBatchRows";
     private static final String KEY_MAX_BATCH_SIZE = "maxBatchSize";
     private static final String KEY_FLUSH_INTERVAL = "flushInterval";
@@ -78,6 +79,10 @@ public class StarRocksWriterOptions implements Serializable {
         return options.getString(KEY_PASSWORD);
     }
 
+    public String getLabelPrefix() {
+        return options.getString(KEY_LABEL_PREFIX);
+    }
+
     public List<String> getLoadUrlList() {
         return options.getList(KEY_LOAD_URL, String.class);
     }
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
index d7c290df..c28c8647 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -24,6 +24,7 @@ public class StarRocksWriterManager {
 
     private final StarRocksStreamLoadVisitor starrocksStreamLoadVisitor;
     private final StarRocksWriterOptions writerOptions;
+    private static final String UNDERSCORE = "_";
 
     private final List<byte[]> buffer = new ArrayList<>();
     private int batchCount = 0;
@@ -120,7 +121,16 @@ public class StarRocksWriterManager {
     }
 
     public String createBatchLabel() {
-        return UUID.randomUUID().toString();
+        StringBuilder sb = new StringBuilder();
+        if (!Strings.isNullOrEmpty(writerOptions.getLabelPrefix())) {
+            sb.append(writerOptions.getLabelPrefix()).append(UNDERSCORE);
+        }
+        return sb.append(writerOptions.getDatabase())
+            .append(UNDERSCORE)
+            .append(writerOptions.getTable())
+            .append(UNDERSCORE)
+            .append(UUID.randomUUID().toString())
+            .toString();
     }
 
     private void startAsyncFlushing() {

From df3ea169b018b9cf03e6e32fdbd94c42b4b115c6 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Mon, 14 Feb 2022 18:58:17 +0800
Subject: [PATCH 142/251] tdenginewriter rebuiled

---
 tdenginereader/pom.xml                        |   2 +-
 .../com/alibaba/datax/plugin/reader/Key.java  |   2 +-
 .../datax/plugin/reader/TDengineReader.java   |   5 +-
 tdenginewriter/pom.xml                        |  28 +-
 .../writer/tdenginewriter/ColumnMeta.java     |  24 +
 .../writer/tdenginewriter/Constants.java      |   8 +
 .../writer/tdenginewriter/DataHandler.java    |   5 +-
 .../tdenginewriter/DataHandlerFactory.java    |  10 -
 .../tdenginewriter/DefaultDataHandler.java    | 473 +++++++++++++++---
 .../tdenginewriter/JDBCBatchWriter.java       | 244 ---------
 .../writer/tdenginewriter/JniConnection.java  |  89 ----
 .../plugin/writer/tdenginewriter/Key.java     |  16 +-
 .../tdenginewriter/OpentsdbDataHandler.java   |  68 +--
 .../writer/tdenginewriter/SchemaManager.java  | 351 +++++--------
 .../writer/tdenginewriter/TDengineWriter.java |  78 +--
 .../TDengineWriterErrorCode.java              |  12 +-
 .../writer/tdenginewriter/TableMeta.java      |  22 +
 .../writer/tdenginewriter/TableType.java      |   5 +
 .../tdenginewriter/TimestampPrecision.java    |   5 +
 ...ugin_writer_tdenginewriter_JniConnection.h | 105 ----
 .../DefaultDataHandlerTest.java               | 235 +++++++++
 .../DefaultDataHandlerTest2.java              |  85 ++++
 .../writer/tdenginewriter/EngineTest.java     |  65 +++
 .../tdenginewriter/JniConnectionTest.java     |  21 -
 .../tdenginewriter/SchemaManagerTest.java     |  88 ++++
 .../tdenginewriter/TDengineWriterTest.java    |  69 ++-
 .../src/test/resources/mysql2tdengine.json    |  57 +++
 .../src/test/resources/opentsdb2tdengine.json |  36 ++
 .../src/test/resources/tdengine2tdengine.json |  51 ++
 29 files changed, 1375 insertions(+), 884 deletions(-)
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/ColumnMeta.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
 delete mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java
 delete mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
 delete mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableMeta.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableType.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TimestampPrecision.java
 delete mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/EngineTest.java
 delete mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
 create mode 100644 tdenginewriter/src/test/resources/mysql2tdengine.json
 create mode 100644 tdenginewriter/src/test/resources/opentsdb2tdengine.json
 create mode 100644 tdenginewriter/src/test/resources/tdengine2tdengine.json

diff --git a/tdenginereader/pom.xml b/tdenginereader/pom.xml
index 8c0f6645..ca444bce 100644
--- a/tdenginereader/pom.xml
+++ b/tdenginereader/pom.xml
@@ -32,7 +32,7 @@
         <dependency>
             <groupId>com.taosdata.jdbc</groupId>
             <artifactId>taos-jdbcdriver</artifactId>
-            <version>2.0.34</version>
+            <version>2.0.37</version>
         </dependency>
 
         <dependency>
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
index eddf98eb..95b55386 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
@@ -7,7 +7,7 @@ public class Key {
 //    public static final String PORT = "port";
 //    public static final String DB = "db";
     public static final String TABLE = "table";
-    public static final String USER = "user";
+    public static final String USER = "username";
     public static final String PASSWORD = "password";
     public static final String CONNECTION = "connection";
 //    public static final String SQL = "sql";
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
index dfdce7b4..f00d879f 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -190,8 +190,9 @@ public class TDengineReader extends Reader {
         @Override
         public void startRead(RecordSender recordSender) {
             try (Statement stmt = conn.createStatement()) {
-                for (int i = 0; i < tables.size(); i++) {
-                    String sql = "select " + StringUtils.join(columns, ",") + " from " + tables.get(i) + " where _c0 >= " + startTime + " and _c0 < " + endTime;
+                for (String table : tables) {
+                    String sql = "select " + StringUtils.join(columns, ",") + " from " + table
+                            + " where _c0 >= " + startTime + " and _c0 < " + endTime;
                     ResultSet rs = stmt.executeQuery(sql);
                     ResultSetMetaData metaData = rs.getMetaData();
                     while (rs.next()) {
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 054f2ef8..720ecbb8 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -19,11 +19,25 @@
     </properties>
 
     <dependencies>
+
+        <dependency>
+            <groupId>com.alibaba</groupId>
+            <artifactId>fastjson</artifactId>
+            <version>1.2.58</version>
+        </dependency>
+
         <dependency>
             <groupId>com.taosdata.jdbc</groupId>
             <artifactId>taos-jdbcdriver</artifactId>
-            <version>2.0.34</version>
+            <version>2.0.37</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>com.alibaba</groupId>
+                    <artifactId>fastjson</artifactId>
+                </exclusion>
+            </exclusions>
         </dependency>
+
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>datax-common</artifactId>
@@ -36,18 +50,18 @@
             </exclusions>
         </dependency>
 
-        <dependency>
-            <groupId>com.taosdata.jdbc</groupId>
-            <artifactId>taos-jdbcdriver</artifactId>
-            <version>2.0.34</version>
-        </dependency>
-
         <dependency>
             <groupId>junit</groupId>
             <artifactId>junit</artifactId>
             <version>${junit-version}</version>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-core</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>test</scope>
+        </dependency>
         <dependency>
             <groupId>org.apache.commons</groupId>
             <artifactId>commons-lang3</artifactId>
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/ColumnMeta.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/ColumnMeta.java
new file mode 100644
index 00000000..5c77eccd
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/ColumnMeta.java
@@ -0,0 +1,24 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class ColumnMeta {
+    String field;
+    String type;
+    int length;
+    String note;
+    boolean isTag;
+    boolean isPrimaryKey;
+    Object value;
+
+    @Override
+    public String toString() {
+        return "ColumnMeta{" +
+                "field='" + field + '\'' +
+                ", type='" + type + '\'' +
+                ", length=" + length +
+                ", note='" + note + '\'' +
+                ", isTag=" + isTag +
+                ", isPrimaryKey=" + isPrimaryKey +
+                ", value=" + value +
+                '}';
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
new file mode 100644
index 00000000..d62c8f32
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
@@ -0,0 +1,8 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class Constants {
+    public static final String DEFAULT_USERNAME = "root";
+    public static final String DEFAULT_PASSWORD = "taosdata";
+    public static final int DEFAULT_BATCH_SIZE = 1;
+    public static final boolean DEFAULT_IGNORE_TAGS_UNMATCHED = false;
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
index dcc3ca8c..7afcb080 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
@@ -1,12 +1,9 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.common.plugin.RecordReceiver;
-
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
 
-import java.util.Properties;
-
 public interface DataHandler {
 
-    long handle(RecordReceiver lineReceiver, Properties properties, TaskPluginCollector collector);
+    int handle(RecordReceiver lineReceiver, TaskPluginCollector collector);
 }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java
deleted file mode 100644
index 1f740d7e..00000000
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandlerFactory.java
+++ /dev/null
@@ -1,10 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-public class DataHandlerFactory {
-
-    public static DataHandler build(String peerPluginName) {
-        if (peerPluginName.equals("opentsdbreader"))
-            return new OpentsdbDataHandler();
-        return new DefaultDataHandler();
-    }
-}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index a8704f24..16be4c90 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -1,108 +1,423 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
+import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
-import com.taosdata.jdbc.TSDBDriver;
-import com.taosdata.jdbc.TSDBPreparedStatement;
+import com.alibaba.datax.common.util.Configuration;
+import com.taosdata.jdbc.SchemalessWriter;
+import com.taosdata.jdbc.enums.SchemalessProtocolType;
+import com.taosdata.jdbc.enums.SchemalessTimestampType;
+import com.taosdata.jdbc.utils.Utils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.sql.Connection;
-import java.sql.DriverManager;
-import java.sql.SQLException;
-import java.util.Properties;
+import java.sql.*;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
 
-/**
- * 默认DataHandler
- */
 public class DefaultDataHandler implements DataHandler {
     private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
 
-    static {
-        try {
-            Class.forName("com.taosdata.jdbc.TSDBDriver");
-        } catch (ClassNotFoundException e) {
-            e.printStackTrace();
-        }
+    private String username;
+    private String password;
+    private String jdbcUrl;
+    private int batchSize;
+    private boolean ignoreTagsUnmatched;
+
+    private List<String> tables;
+    private List<String> columns;
+
+    private Map<String, TableMeta> tableMetas;
+    private SchemaManager schemaManager;
+
+    public void setTableMetas(Map<String, TableMeta> tableMetas) {
+        this.tableMetas = tableMetas;
+    }
+
+    public void setColumnMetas(Map<String, List<ColumnMeta>> columnMetas) {
+        this.columnMetas = columnMetas;
+    }
+
+    public void setSchemaManager(SchemaManager schemaManager) {
+        this.schemaManager = schemaManager;
+    }
+
+    private Map<String, List<ColumnMeta>> columnMetas;
+
+    public DefaultDataHandler(Configuration configuration) {
+        this.username = configuration.getString(Key.USERNAME, Constants.DEFAULT_USERNAME);
+        this.password = configuration.getString(Key.PASSWORD, Constants.DEFAULT_PASSWORD);
+        this.jdbcUrl = configuration.getString(Key.JDBC_URL);
+        this.batchSize = configuration.getInt(Key.BATCH_SIZE, Constants.DEFAULT_BATCH_SIZE);
+        this.tables = configuration.getList(Key.TABLE, String.class);
+        this.columns = configuration.getList(Key.COLUMN, String.class);
+        this.ignoreTagsUnmatched = configuration.getBool(Key.IGNORE_TAGS_UNMATCHED, Constants.DEFAULT_IGNORE_TAGS_UNMATCHED);
     }
 
     @Override
-    public long handle(RecordReceiver lineReceiver, Properties properties, TaskPluginCollector collector) {
-        SchemaManager schemaManager = new SchemaManager(properties);
-        if (!schemaManager.configValid()) {
-            return 0;
-        }
+    public int handle(RecordReceiver lineReceiver, TaskPluginCollector collector) {
+        int count = 0;
+        int affectedRows = 0;
 
-        try {
-            Connection conn = getTaosConnection(properties);
-            if (conn == null) {
-                return 0;
-            }
-            if (schemaManager.shouldGuessSchema()) {
-                // 无法从配置文件获取表结构信息，尝试从数据库获取
-                LOG.info(Msg.get("try_get_schema_from_db"));
-                boolean success = schemaManager.getFromDB(conn);
-                if (!success) {
-                    return 0;
+        try (Connection conn = DriverManager.getConnection(jdbcUrl, username, password)) {
+            LOG.info("connection[ jdbcUrl: " + jdbcUrl + ", username: " + username + "] established.");
+            // prepare table_name -> table_meta
+            this.schemaManager = new SchemaManager(conn);
+            this.tableMetas = schemaManager.loadTableMeta(tables);
+            // prepare table_name -> column_meta
+            this.columnMetas = schemaManager.loadColumnMetas(tables);
+
+            List<Record> recordBatch = new ArrayList<>();
+            Record record;
+            for (int i = 1; (record = lineReceiver.getFromReader()) != null; i++) {
+                if (i % batchSize != 0) {
+                    recordBatch.add(record);
+                } else {
+                    affectedRows = writeBatch(conn, recordBatch);
+                    recordBatch.clear();
                 }
-            } else {
-
+                count++;
             }
-            int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, "1000"));
-            if (batchSize < 5) {
-                // batchSize太小，会增加自动类型推断错误的概率，建议改大后重试
-                LOG.error(Msg.get("batch_size_too_small"));
-                return 0;
-            }
-            return write(lineReceiver, conn, batchSize, schemaManager, collector);
-        } catch (Exception e) {
-            LOG.error("write failed " + e.getMessage());
-            e.printStackTrace();
+        } catch (SQLException e) {
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
         }
-        return 0;
-    }
 
-
-    private Connection getTaosConnection(Properties properties) throws SQLException {
-        // 检查必要参数
-        String host = properties.getProperty(Key.HOST);
-        String port = properties.getProperty(Key.PORT);
-        String dbname = properties.getProperty(Key.DBNAME);
-        String user = properties.getProperty(Key.USER);
-        String password = properties.getProperty(Key.PASSWORD);
-        if (host == null || port == null || dbname == null || user == null || password == null) {
-            String keys = String.join(" ", Key.HOST, Key.PORT, Key.DBNAME, Key.USER, Key.PASSWORD);
-            LOG.error("Required options missing, please check: " + keys);
-            return null;
+        if (affectedRows != count) {
+            LOG.error("write record missing or incorrect happened, affectedRows: " + affectedRows + ", total: " + count);
         }
-        String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", host, port, dbname, user, password);
-        Properties connProps = new Properties();
-        connProps.setProperty(TSDBDriver.PROPERTY_KEY_CHARSET, "UTF-8");
-        LOG.info("TDengine connection established, host:{} port:{} dbname:{} user:{}", host, port, dbname, user);
-        return DriverManager.getConnection(jdbcUrl, connProps);
+
+        return affectedRows;
     }
 
     /**
-     * 使用SQL批量写入<br/>
-     *
-     * @return 成功写入记录数
-     * @throws SQLException
+     * table: [ "stb1", "stb2", "tb1", "tb2", "t1" ]
+     * stb1[ts,f1,f2] tags:[t1]
+     * stb2[ts,f1,f2,f3] tags:[t1,t2]
+     * 1. tables 表的的类型分成：stb(super table)/tb(sub table)/t(original table)
+     * 2. 对于stb，自动建表/schemaless
+     * 2.1: data中有tbname字段, 例如：data: [ts, f1, f2, f3, t1, t2, tbname] tbColumn: [ts, f1, f2, t1] => insert into tbname using stb1 tags(t1) values(ts, f1, f2)
+     * 2.2: data中没有tbname字段，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => schemaless: stb1,t1=t1 f1=f1,f2=f2 ts, 没有批量写
+     * 3. 对于tb，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => insert into tb(ts, f1, f2) values(ts, f1, f2)
+     * 4. 对于t，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, f3, t1, t2] insert into t(ts, f1, f2, f3, t1, t2) values(ts, f1, f2, f3, t1, t2)
      */
-    private long write(RecordReceiver lineReceiver, Connection conn, int batchSize, SchemaManager scm, TaskPluginCollector collector) throws SQLException {
-        Record record = lineReceiver.getFromReader();
-        if (record == null) {
-            return 0;
+    public int writeBatch(Connection conn, List<Record> recordBatch) {
+        int affectedRows = 0;
+        for (String table : tables) {
+            TableMeta tableMeta = tableMetas.get(table);
+            switch (tableMeta.tableType) {
+                case SUP_TABLE: {
+                    if (columns.contains("tbname"))
+                        affectedRows += writeBatchToSupTableBySQL(conn, table, recordBatch);
+                    else
+                        affectedRows += writeBatchToSupTableBySchemaless(conn, table, recordBatch);
+                }
+                break;
+                case SUB_TABLE:
+                    affectedRows += writeBatchToSubTable(conn, table, recordBatch);
+                    break;
+                case NML_TABLE:
+                default:
+                    affectedRows += writeBatchToNormalTable(conn, table, recordBatch);
+            }
         }
-        String pq = String.format("INSERT INTO ? USING %s TAGS(%s) (%s) values (%s)", scm.getStable(), scm.getTagValuesPlaceHolder(), scm.getJoinedFieldNames(), scm.getFieldValuesPlaceHolder());
-        LOG.info("Prepared SQL: {}", pq);
-        try (TSDBPreparedStatement stmt = (TSDBPreparedStatement) conn.prepareStatement(pq)) {
-            JDBCBatchWriter batchWriter = new JDBCBatchWriter(conn, stmt, scm, batchSize, collector);
-            do {
-                batchWriter.append(record);
-            } while ((record = lineReceiver.getFromReader()) != null);
-            batchWriter.flush();
-            return batchWriter.getCount();
+        return affectedRows;
+    }
+
+    /**
+     * insert into record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
+     * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
+     * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
+     */
+    private int writeBatchToSupTableBySQL(Connection conn, String table, List<Record> recordBatch) {
+        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+
+        StringBuilder sb = new StringBuilder("insert into");
+        for (Record record : recordBatch) {
+            sb.append(" ").append(record.getColumn(indexOf("tbname")).asString())
+                    .append(" using ").append(table)
+                    .append(" tags")
+                    .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return colMeta.isTag;
+                    }).map(colMeta -> {
+                        return buildColumnValue(colMeta, record);
+                    }).collect(Collectors.joining(",", "(", ")")))
+                    .append(" ")
+                    .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return !colMeta.isTag;
+                    }).map(colMeta -> {
+                        return colMeta.field;
+                    }).collect(Collectors.joining(",", "(", ")")))
+                    .append(" values")
+                    .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return !colMeta.isTag;
+                    }).map(colMeta -> {
+                        return buildColumnValue(colMeta, record);
+                    }).collect(Collectors.joining(",", "(", ")")));
+        }
+        String sql = sb.toString();
+
+        return executeUpdate(conn, sql);
+    }
+
+    private int executeUpdate(Connection conn, String sql) throws DataXException {
+        int count;
+        try (Statement stmt = conn.createStatement()) {
+            LOG.debug(">>> " + sql);
+            count = stmt.executeUpdate(sql);
+        } catch (SQLException e) {
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
+        }
+        return count;
+    }
+
+    private String buildColumnValue(ColumnMeta colMeta, Record record) {
+        Column column = record.getColumn(indexOf(colMeta.field));
+        switch (column.getType()) {
+            case DATE:
+                return "'" + column.asString() + "'";
+            case BYTES:
+            case STRING:
+                if (colMeta.type.equals("TIMESTAMP"))
+                    return "\"" + column.asString() + "\"";
+                String value = column.asString();
+                return "\'" + Utils.escapeSingleQuota(value) + "\'";
+            case NULL:
+            case BAD:
+                return "NULL";
+            case BOOL:
+            case DOUBLE:
+            case INT:
+            case LONG:
+            default:
+                return column.asString();
         }
     }
+
+    /**
+     * table: ["stb1"], column: ["ts", "f1", "f2", "t1"]
+     * data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => schemaless: stb1,t1=t1 f1=f1,f2=f2 ts
+     */
+    private int writeBatchToSupTableBySchemaless(Connection conn, String table, List<Record> recordBatch) {
+        int count = 0;
+        TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
+
+        List<ColumnMeta> columnMetaList = this.columnMetas.get(table);
+        ColumnMeta ts = columnMetaList.stream().filter(colMeta -> colMeta.isPrimaryKey).findFirst().get();
+
+        List<String> lines = new ArrayList<>();
+        for (Record record : recordBatch) {
+            StringBuilder sb = new StringBuilder();
+            sb.append(table).append(",")
+                    .append(columnMetaList.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return colMeta.isTag;
+                    }).map(colMeta -> {
+                        String value = record.getColumn(indexOf(colMeta.field)).asString();
+                        if (value.contains(" "))
+                            value = value.replace(" ", "\\ ");
+                        return colMeta.field + "=" + value;
+                    }).collect(Collectors.joining(",")))
+                    .append(" ")
+                    .append(columnMetaList.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return !colMeta.isTag && !colMeta.isPrimaryKey;
+                    }).map(colMeta -> {
+                        return colMeta.field + "=" + buildSchemalessColumnValue(colMeta, record);
+//                        return colMeta.field + "=" + record.getColumn(indexOf(colMeta.field)).asString();
+                    }).collect(Collectors.joining(",")))
+                    .append(" ");
+            // timestamp
+            Column column = record.getColumn(indexOf(ts.field));
+            Object tsValue = column.getRawData();
+            if (column.getType() == Column.Type.DATE && tsValue instanceof Date) {
+                long time = column.asDate().getTime();
+                switch (timestampPrecision) {
+                    case NANOSEC:
+                        sb.append(time * 1000000);
+                        break;
+                    case MICROSEC:
+                        sb.append(time * 1000);
+                        break;
+                    case MILLISEC:
+                    default:
+                        sb.append(time);
+                }
+            } else if (column.getType() == Column.Type.STRING) {
+                sb.append(Utils.parseTimestamp(column.asString()));
+            } else {
+                sb.append(column.asLong());
+            }
+            String line = sb.toString();
+            LOG.debug(">>> " + line);
+            lines.add(line);
+            count++;
+        }
+
+        SchemalessWriter writer = new SchemalessWriter(conn);
+        SchemalessTimestampType timestampType;
+        switch (timestampPrecision) {
+            case NANOSEC:
+                timestampType = SchemalessTimestampType.NANO_SECONDS;
+                break;
+            case MICROSEC:
+                timestampType = SchemalessTimestampType.MICRO_SECONDS;
+                break;
+            case MILLISEC:
+                timestampType = SchemalessTimestampType.MILLI_SECONDS;
+                break;
+            default:
+                timestampType = SchemalessTimestampType.NOT_CONFIGURED;
+        }
+        try {
+            writer.write(lines, SchemalessProtocolType.LINE, timestampType);
+        } catch (SQLException e) {
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
+        }
+
+        LOG.warn("schemalessWriter does not return affected rows!");
+        return count;
+    }
+
+    private long dateAsLong(Column column) {
+        TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
+        long time = column.asDate().getTime();
+        switch (timestampPrecision) {
+            case NANOSEC:
+                return time * 1000000;
+            case MICROSEC:
+                return time * 1000;
+            case MILLISEC:
+            default:
+                return time;
+        }
+    }
+
+    private String buildSchemalessColumnValue(ColumnMeta colMeta, Record record) {
+        Column column = record.getColumn(indexOf(colMeta.field));
+        switch (column.getType()) {
+            case DATE:
+                if (colMeta.type.equals("TIMESTAMP"))
+                    return dateAsLong(column) + "i64";
+                return "L'" + column.asString() + "'";
+            case BYTES:
+            case STRING:
+                if (colMeta.type.equals("TIMESTAMP"))
+                    return column.asString() + "i64";
+                String value = column.asString();
+                if (colMeta.type.startsWith("BINARY"))
+                    return "'" + Utils.escapeSingleQuota(value) + "'";
+                if (colMeta.type.startsWith("NCHAR"))
+                    return "L'" + Utils.escapeSingleQuota(value) + "'";
+            case NULL:
+            case BAD:
+                return "NULL";
+            case DOUBLE: {
+                if (colMeta.type.equals("FLOAT"))
+                    return column.asString() + "f32";
+                if (colMeta.type.equals("DOUBLE"))
+                    return column.asString() + "f64";
+            }
+            case INT:
+            case LONG: {
+                if (colMeta.type.equals("TINYINT"))
+                    return column.asString() + "i8";
+                if (colMeta.type.equals("SMALLINT"))
+                    return column.asString() + "i16";
+                if (colMeta.type.equals("INT"))
+                    return column.asString() + "i32";
+                if (colMeta.type.equals("BIGINT"))
+                    return column.asString() + "i64";
+            }
+            case BOOL:
+            default:
+                return column.asString();
+        }
+    }
+
+    /**
+     * table: ["tb1"], column: [tbname, ts, f1, f2, t1]
+     * if contains("tbname") and tbname != tb1 continue;
+     * else if t1 != record[idx(t1)] or t2 != record[idx(t2)]... continue;
+     * else
+     * insert into tb1 (ts, f1, f2) values( record[idx(ts)], record[idx(f1)], record[idx(f2)])
+     */
+    private int writeBatchToSubTable(Connection conn, String table, List<Record> recordBatch) {
+        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+
+        StringBuilder sb = new StringBuilder();
+        sb.append("insert into ").append(table).append(" ")
+                .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                    return !colMeta.isTag;
+                }).map(colMeta -> {
+                    return colMeta.field;
+                }).collect(Collectors.joining(",", "(", ")")))
+                .append(" values");
+        int validRecords = 0;
+        for (Record record : recordBatch) {
+            if (columns.contains("tbname") && !table.equals(record.getColumn(indexOf("tbname")).asString()))
+                continue;
+
+            boolean tagsAllMatch = columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                return colMeta.isTag;
+            }).allMatch(colMeta -> {
+                return record.getColumn(indexOf(colMeta.field)).asString().equals(colMeta.value.toString());
+            });
+
+            if (ignoreTagsUnmatched && !tagsAllMatch)
+                continue;
+
+            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                return !colMeta.isTag;
+            }).map(colMeta -> {
+                return buildColumnValue(colMeta, record);
+            }).collect(Collectors.joining(", ", "(", ") ")));
+            validRecords++;
+        }
+
+        if (validRecords == 0) {
+            LOG.warn("no valid records in this batch");
+            return 0;
+        }
+
+        String sql = sb.toString();
+        return executeUpdate(conn, sql);
+    }
+
+    /**
+     * table: ["weather"], column: ["ts, f1, f2, f3, t1, t2"]
+     * sql: insert into weather (ts, f1, f2, f3, t1, t2) values( record[idx(ts), record[idx(f1)], ...)
+     */
+    private int writeBatchToNormalTable(Connection conn, String table, List<Record> recordBatch) {
+        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+
+        StringBuilder sb = new StringBuilder();
+        sb.append("insert into ").append(table)
+                .append(" ")
+                .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
+                    return colMeta.field;
+                }).collect(Collectors.joining(",", "(", ")")))
+                .append(" values ");
+
+        for (Record record : recordBatch) {
+            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
+                return buildColumnValue(colMeta, record);
+            }).collect(Collectors.joining(",", "(", ")")));
+        }
+
+        String sql = sb.toString();
+        return executeUpdate(conn, sql);
+    }
+
+    private int indexOf(String colName) throws DataXException {
+        for (int i = 0; i < columns.size(); i++) {
+            if (columns.get(i).equals(colName))
+                return i;
+        }
+        throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION,
+                "cannot find col: " + colName + " in columns: " + columns);
+    }
+
 }
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
deleted file mode 100644
index 53ab9bb9..00000000
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JDBCBatchWriter.java
+++ /dev/null
@@ -1,244 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.plugin.TaskPluginCollector;
-import com.taosdata.jdbc.TSDBPreparedStatement;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.sql.Connection;
-import java.sql.SQLException;
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.stream.Collectors;
-
-/**
- * 使用JDBC原生写入接口批量写入。<br/>
- * 有两个限制条件导致批量写入的代码逻辑过于复杂，以至于需要开发新的类来封装。<br/>
- * 1. 用户必须提前把需要批量写入的数据搜集到ArrayList中
- * 2. 每批写入的表名必须相同。
- * 这个类的实现逻辑是：
- * 1. 先把属于同一子表的Record缓存起来
- * 2. 缓存的数量达到batchSize阈值，自动执行一次批量写入
- * 3. 最后一批数据需要用户手动flush才能写入
- */
-public class JDBCBatchWriter {
-    public static final Logger LOG = LoggerFactory.getLogger(JDBCBatchWriter.class);
-    private TSDBPreparedStatement stmt;
-    private SchemaManager scm;
-    private Connection conn;
-    private int batchSize;
-    private TaskPluginCollector collector;
-
-    // 缓存Record， key为tableName
-    Map<String, List<Record>> buf = new HashMap<>();
-    // 缓存表的标签值， key为tableName
-    Map<String, String[]> tableTagValues = new HashMap<>();
-    private long sucCount = 0;
-    private final int tsColIndex;
-    private List<String> fieldList;
-    // 每个record至少应该包含的列数，用于校验数据
-    private int minColNum = 0;
-    private Map<String, Integer> fieldIndexMap;
-    private List<Column.Type> fieldTypes = null;
-
-    public JDBCBatchWriter(Connection conn, TSDBPreparedStatement stmt, SchemaManager scm, int batchSize, TaskPluginCollector collector) {
-        this.conn = conn;
-        this.stmt = stmt;
-        this.scm = scm;
-        this.batchSize = batchSize;
-        this.collector = collector;
-        this.tsColIndex = scm.getTsColIndex();
-        this.fieldList = scm.getFieldList();
-        this.fieldIndexMap = scm.getFieldIndexMap();
-        this.minColNum = 1 + fieldList.size() + scm.getDynamicTagCount();
-
-    }
-
-    public void initFiledTypesAndTargetTable(List<Record> records) throws SQLException {
-        if (fieldTypes != null) {
-            return;
-        }
-        guessFieldTypes(records);
-        if (scm.shouldCreateTable()) {
-            scm.createSTable(conn, fieldTypes);
-        }
-    }
-
-    public void append(Record record) throws SQLException {
-        int columnNum = record.getColumnNumber();
-        if (columnNum < minColNum) {
-            // 实际列数小于期望列数
-            collector.collectDirtyRecord(record, Msg.get("column_number_error"));
-            return;
-        }
-        String[] tagValues = scm.getTagValuesFromRecord(record);
-        if (tagValues == null) {
-            // 标签列包含null
-            collector.collectDirtyRecord(record, Msg.get("tag_value_error"));
-            return;
-        }
-        if (!scm.hasTimestamp(record)) {
-            // 时间戳列为null或类型错误
-            collector.collectDirtyRecord(record, Msg.get("ts_value_error"));
-            return;
-        }
-        String tableName = scm.computeTableName(tagValues);
-        if (buf.containsKey(tableName)) {
-            List<Record> lis = buf.get(tableName);
-            lis.add(record);
-            if (lis.size() == batchSize) {
-                if (fieldTypes == null) {
-                    initFiledTypesAndTargetTable(lis);
-                }
-                executeBatch(tableName);
-                lis.clear();
-            }
-        } else {
-            List<Record> lis = new ArrayList<>(batchSize);
-            lis.add(record);
-            buf.put(tableName, lis);
-            tableTagValues.put(tableName, tagValues);
-        }
-    }
-
-    /**
-     * 只有String类型比较特别，测试发现值为null的列会转成String类型。所以Column的类型为String并不代表这一列的类型真的是String。
-     *
-     * @param records
-     */
-    private void guessFieldTypes(List<Record> records) {
-        fieldTypes = new ArrayList<>(fieldList.size());
-        for (int i = 0; i < fieldList.size(); ++i) {
-            int colIndex = fieldIndexMap.get(fieldList.get(i));
-            boolean ok = false;
-            for (int j = 0; j < records.size() && !ok; ++j) {
-                Column column = records.get(j).getColumn(colIndex);
-                Column.Type type = column.getType();
-                switch (type) {
-                    case LONG:
-                    case DOUBLE:
-                    case DATE:
-                    case BOOL:
-                    case BYTES:
-                        if (column.getRawData() != null) {
-                            fieldTypes.add(type);
-                            ok = true;
-                        }
-                        break;
-                    case STRING:
-                        // 只有非null且非空的String列，才会被真的当作String类型。
-                        String value = column.asString();
-                        if (value != null && !"".equals(value)) {
-                            fieldTypes.add(type);
-                            ok = true;
-                        }
-                        break;
-                    default:
-                        throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, fieldTypes.get(i).toString());
-                }
-            }
-            if (!ok) {
-                // 根据采样的%d条数据，无法推断第%d列的数据类型
-                throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, String.format(Msg.get("infer_column_type_error"), records.size(), i + 1));
-            }
-        }
-        LOG.info("Field Types: {}", fieldTypes);
-    }
-
-    /**
-     * 执行单表批量写入
-     *
-     * @param tableName
-     * @throws SQLException
-     */
-    private void executeBatch(String tableName) throws SQLException {
-        // 表名
-        stmt.setTableName(tableName);
-        List<Record> records = buf.get(tableName);
-        // 标签
-        String[] tagValues = tableTagValues.get(tableName);
-        LOG.debug("executeBatch {}", String.join(",", tagValues));
-        for (int i = 0; i < tagValues.length; ++i) {
-            stmt.setTagNString(i, tagValues[i]);
-        }
-        // 时间戳
-        ArrayList<Long> tsList = records.stream().map(r -> r.getColumn(tsColIndex).asDate().getTime()).collect(Collectors.toCollection(ArrayList::new));
-        stmt.setTimestamp(0, tsList);
-        // 字段
-        for (int i = 0; i < fieldList.size(); ) {
-            String fieldName = fieldList.get(i);
-            int index = fieldIndexMap.get(fieldName);
-            switch (fieldTypes.get(i)) {
-                case LONG:
-                    ArrayList<Long> lisLong = records.stream().map(r -> r.getColumn(index).asBigInteger().longValue()).collect(Collectors.toCollection(ArrayList::new));
-                    stmt.setLong(++i, lisLong);
-                    break;
-                case DOUBLE:
-                    ArrayList<Double> lisDouble = records.stream().map(r -> r.getColumn(index).asDouble()).collect(Collectors.toCollection(ArrayList::new));
-                    stmt.setDouble(++i, lisDouble);
-                    break;
-                case STRING:
-                    ArrayList<String> lisString = records.stream().map(r -> r.getColumn(index).asString()).collect(Collectors.toCollection(ArrayList::new));
-                    stmt.setNString(++i, lisString, 64);
-                    break;
-                case DATE:
-                    ArrayList<Long> lisTs = records.stream().map(r -> r.getColumn(index).asBigInteger().longValue()).collect(Collectors.toCollection(ArrayList::new));
-                    stmt.setTimestamp(++i, lisTs);
-                    break;
-                case BOOL:
-                    ArrayList<Boolean> lisBool = records.stream().map(r -> r.getColumn(index).asBoolean()).collect(Collectors.toCollection(ArrayList::new));
-                    stmt.setBoolean(++i, lisBool);
-                    break;
-                case BYTES:
-                    ArrayList<String> lisBytes = records.stream().map(r -> r.getColumn(index).asString()).collect(Collectors.toCollection(ArrayList::new));
-                    stmt.setString(++i, lisBytes, 64);
-                    break;
-                default:
-                    throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, fieldTypes.get(i).toString());
-            }
-        }
-        // 执行
-        stmt.columnDataAddBatch();
-        stmt.columnDataExecuteBatch();
-        // 更新计数器
-        sucCount += records.size();
-    }
-
-    /**
-     * 把缓存的Record全部写入
-     */
-    public void flush() throws SQLException {
-        if (fieldTypes == null) {
-            List<Record> records = new ArrayList<>();
-            for (List<Record> lis : buf.values()) {
-                records.addAll(lis);
-                if (records.size() > 100) {
-                    break;
-                }
-            }
-            if (records.size() > 0) {
-                initFiledTypesAndTargetTable(records);
-            } else {
-                return;
-            }
-        }
-        for (String tabName : buf.keySet()) {
-            if (buf.get(tabName).size() > 0) {
-                executeBatch(tabName);
-            }
-        }
-        stmt.columnDataCloseBatch();
-    }
-
-    /**
-     * @return 成功写入的数据量
-     */
-    public long getCount() {
-        return sucCount;
-    }
-}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java
deleted file mode 100644
index 0aabe32a..00000000
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnection.java
+++ /dev/null
@@ -1,89 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-import java.util.Properties;
-
-public class JniConnection {
-
-    private static final long JNI_NULL_POINTER = 0L;
-    private static final int JNI_SUCCESSFUL = 0;
-    public static final String PROPERTY_KEY_CONFIG_DIR = "cfgdir";
-    public static final String PROPERTY_KEY_LOCALE = "locale";
-    public static final String PROPERTY_KEY_CHARSET = "charset";
-    public static final String PROPERTY_KEY_TIME_ZONE = "timezone";
-
-    private long conn;
-
-    static {
-        System.loadLibrary("taos");
-    }
-
-    public JniConnection(Properties props) throws Exception {
-        initImp(props.getProperty(PROPERTY_KEY_CONFIG_DIR, null));
-
-        String locale = props.getProperty(PROPERTY_KEY_LOCALE);
-        if (setOptions(0, locale) < 0) {
-            throw new Exception("Failed to set locale: " + locale + ". System default will be used.");
-        }
-        String charset = props.getProperty(PROPERTY_KEY_CHARSET);
-        if (setOptions(1, charset) < 0) {
-            throw new Exception("Failed to set charset: " + charset + ". System default will be used.");
-        }
-        String timezone = props.getProperty(PROPERTY_KEY_TIME_ZONE);
-        if (setOptions(2, timezone) < 0) {
-            throw new Exception("Failed to set timezone: " + timezone + ". System default will be used.");
-        }
-    }
-
-    public void open(String host, int port, String dbname, String user, String password) throws Exception {
-        if (this.conn != JNI_NULL_POINTER) {
-            close();
-            this.conn = JNI_NULL_POINTER;
-        }
-
-        this.conn = connectImp(host, port, dbname, user, password);
-        if (this.conn == JNI_NULL_POINTER) {
-            String errMsg = getErrMsgImp(0);
-            throw new Exception(errMsg);
-        }
-    }
-
-    public void insertOpentsdbJson(String json) throws Exception {
-        if (this.conn == JNI_NULL_POINTER) {
-            throw new Exception("JNI connection is NULL");
-        }
-
-        long result = insertOpentsdbJson(json, this.conn);
-        int errCode = getErrCodeImp(this.conn, result);
-        if (errCode != JNI_SUCCESSFUL) {
-            String errMsg = getErrMsgImp(result);
-            freeResultSetImp(this.conn, result);
-            throw new Exception(errMsg);
-        }
-        freeResultSetImp(this.conn, result);
-    }
-
-    public void close() throws Exception {
-        int code = this.closeConnectionImp(this.conn);
-        if (code != 0) {
-            throw new Exception("JNI closeConnection failed");
-        }
-        this.conn = JNI_NULL_POINTER;
-    }
-
-    private static native void initImp(String configDir);
-
-    private static native int setOptions(int optionIndex, String optionValue);
-
-    private native long connectImp(String host, int port, String dbName, String user, String password);
-
-    private native int getErrCodeImp(long connection, long pSql);
-
-    private native String getErrMsgImp(long pSql);
-
-    private native void freeResultSetImp(long connection, long pSql);
-
-    private native int closeConnectionImp(long connection);
-
-    private native long insertOpentsdbJson(String json, long pSql);
-
-}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
index 7fb383e6..1d7ee214 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
@@ -1,14 +1,12 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 public class Key {
-    public static final String HOST = "host";
-    public static final String PORT = "port";
-    public static final String DBNAME = "dbName";
-    public static final String USER = "username";
+    public static final String USERNAME = "username";
     public static final String PASSWORD = "password";
+    public static final String CONNECTION = "connection";
     public static final String BATCH_SIZE = "batchSize";
-    public static final String STABLE = "stable";
-    public static final String TAG_COLUMN = "tagColumn";
-    public static final String FIELD_COLUMN = "fieldColumn";
-    public static final String TIMESTAMP_COLUMN = "timestampColumn";
-}
+    public static final String TABLE = "table";
+    public static final String JDBC_URL = "jdbcUrl";
+    public static final String COLUMN = "column";
+    public static final String IGNORE_TAGS_UNMATCHED = "ignoreTagsUnmatched";
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
index e1b8f5dd..2fb5a98f 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
@@ -5,50 +5,50 @@ import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.util.Configuration;
+import com.taosdata.jdbc.SchemalessWriter;
+import com.taosdata.jdbc.enums.SchemalessProtocolType;
+import com.taosdata.jdbc.enums.SchemalessTimestampType;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.Properties;
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
 
 public class OpentsdbDataHandler implements DataHandler {
     private static final Logger LOG = LoggerFactory.getLogger(OpentsdbDataHandler.class);
-    private static final String DEFAULT_BATCH_SIZE = "1";
+    private SchemalessWriter writer;
+
+    private String jdbcUrl;
+    private String user;
+    private String password;
+    int batchSize;
+
+    public OpentsdbDataHandler(Configuration config) {
+        // opentsdb json protocol use JNI and schemaless API to write
+        this.jdbcUrl = config.getString(Key.JDBC_URL);
+        this.user = config.getString(Key.USERNAME, "root");
+        this.password = config.getString(Key.PASSWORD, "taosdata");
+        this.batchSize = config.getInt(Key.BATCH_SIZE, Constants.DEFAULT_BATCH_SIZE);
+    }
 
     @Override
-    public long handle(RecordReceiver lineReceiver, Properties properties, TaskPluginCollector collector) {
-        // opentsdb json protocol use JNI and schemaless API to write
-        String host = properties.getProperty(Key.HOST);
-        int port = Integer.parseInt(properties.getProperty(Key.PORT));
-        String dbname = properties.getProperty(Key.DBNAME);
-        String user = properties.getProperty(Key.USER);
-        String password = properties.getProperty(Key.PASSWORD);
-
-        JniConnection conn = null;
-        long count = 0;
-        try {
-            conn = new JniConnection(properties);
-            conn.open(host, port, dbname, user, password);
-            LOG.info("TDengine connection established, host: " + host + ", port: " + port + ", dbname: " + dbname + ", user: " + user);
-            int batchSize = Integer.parseInt(properties.getProperty(Key.BATCH_SIZE, DEFAULT_BATCH_SIZE));
-            count = writeOpentsdb(lineReceiver, conn, batchSize);
+    public int handle(RecordReceiver lineReceiver, TaskPluginCollector collector) {
+        int count = 0;
+        try (Connection conn = DriverManager.getConnection(jdbcUrl, user, password);) {
+            LOG.info("connection[ jdbcUrl: " + jdbcUrl + ", username: " + user + "] established.");
+            writer = new SchemalessWriter(conn);
+            count = write(lineReceiver, batchSize);
         } catch (Exception e) {
-            LOG.error(e.getMessage());
-            e.printStackTrace();
-        } finally {
-            try {
-                if (conn != null)
-                    conn.close();
-            } catch (Exception e) {
-                e.printStackTrace();
-            }
-            LOG.info("TDengine connection closed");
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e);
         }
 
         return count;
     }
 
-    private long writeOpentsdb(RecordReceiver lineReceiver, JniConnection conn, int batchSize) {
-        long recordIndex = 1;
+    private int write(RecordReceiver lineReceiver, int batchSize) throws DataXException {
+        int recordIndex = 1;
         try {
             Record record;
             StringBuilder sb = new StringBuilder();
@@ -56,14 +56,14 @@ public class OpentsdbDataHandler implements DataHandler {
                 if (batchSize == 1) {
                     String jsonData = recordToString(record);
                     LOG.debug(">>> " + jsonData);
-                    conn.insertOpentsdbJson(jsonData);
+                    writer.write(jsonData, SchemalessProtocolType.JSON, SchemalessTimestampType.NOT_CONFIGURED);
                 } else if (recordIndex % batchSize == 1) {
                     sb.append("[").append(recordToString(record)).append(",");
                 } else if (recordIndex % batchSize == 0) {
                     sb.append(recordToString(record)).append("]");
                     String jsonData = sb.toString();
                     LOG.debug(">>> " + jsonData);
-                    conn.insertOpentsdbJson(jsonData);
+                    writer.write(jsonData, SchemalessProtocolType.JSON, SchemalessTimestampType.NOT_CONFIGURED);
                     sb.delete(0, sb.length());
                 } else {
                     sb.append(recordToString(record)).append(",");
@@ -72,11 +72,11 @@ public class OpentsdbDataHandler implements DataHandler {
             }
             if (sb.length() != 0 && sb.charAt(0) == '[') {
                 String jsonData = sb.deleteCharAt(sb.length() - 1).append("]").toString();
+                System.err.println(jsonData);
                 LOG.debug(">>> " + jsonData);
-                conn.insertOpentsdbJson(jsonData);
+                writer.write(jsonData, SchemalessProtocolType.JSON, SchemalessTimestampType.NOT_CONFIGURED);
             }
         } catch (Exception e) {
-            LOG.error("TDengineWriter ERROR: " + e.getMessage());
             throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e);
         }
         return recordIndex - 1;
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
index d67a6585..877b9b6d 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -1,9 +1,7 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.exception.DataXException;
-import org.apache.commons.codec.digest.DigestUtils;
+import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -12,260 +10,163 @@ import java.sql.ResultSet;
 import java.sql.SQLException;
 import java.sql.Statement;
 import java.util.*;
-import java.util.stream.Collectors;
 
 public class SchemaManager {
     private static final Logger LOG = LoggerFactory.getLogger(SchemaManager.class);
 
-    private String stable; // 目标超表名
-    private Map<String, String> fixedTagValue = new HashMap<>(); // 固定标签值 标签名 -> 标签值
-    private Map<String, Integer> tagIndexMap = new HashMap<>(); // 动态标签值  标签名 -> 列索引
-    private Map<String, Integer> fieldIndexMap = new HashMap<>(); // 字段名 -> 字段索引
-    private String tsColName; // 时间戳列名
-    private int tsColIndex = -1; // 时间戳列索引
-    private List<String> fieldList = new ArrayList<>();
-    private List<String> tagList = new ArrayList<>();
-    private boolean canInferSchemaFromConfig = false;
+    private final Connection conn;
+    private TimestampPrecision precision;
 
-
-    public SchemaManager() {
+    SchemaManager(Connection conn) {
+        this.conn = conn;
     }
 
-    public SchemaManager(Properties properties) {
-        getFromConfig(properties);
-    }
+    public TimestampPrecision loadDatabasePrecision() throws DataXException {
+        if (this.precision != null)
+            return this.precision;
 
-    private String mapDataxType(Column.Type type) {
-        switch (type) {
-            case LONG:
-                return "BIGINT";
-            case DOUBLE:
-                return "DOUBLE";
-            case STRING:
-                return "NCHAR(64)";
-            case DATE:
-                return "TIMESTAMP";
-            case BOOL:
-                return "BOOL";
-            case BYTES:
-                return "BINARY(64)";
-            default:
-                throw DataXException.asDataXException(TDengineWriterErrorCode.TYPE_ERROR, type.toString());
-        }
-    }
-
-    public void setStable(String stable) {
-        stable = stable;
-    }
-
-    public String getStable() {
-        return stable;
-    }
-
-    private void getFromConfig(Properties properties) {
-        stable = properties.getProperty(Key.STABLE);
-        if (stable == null) {
-            LOG.error("Config error: no stable");
-            return;
-        }
-        for (Object key : properties.keySet()) {
-            String k = (String) key;
-            String v = properties.getProperty(k);
-
-            String[] ps = k.split("\\.");
-            if (ps.length == 1) {
-                continue;
-            }
-            if (k.startsWith(Key.TAG_COLUMN)) {
-                String tagName = ps[1];
-                try {
-                    Integer tagIndex = Integer.parseInt(v);
-                    this.tagIndexMap.put(tagName, tagIndex);
-                    tagList.add(tagName);
-                } catch (NumberFormatException e) {
-                    fixedTagValue.put(tagName, v);
-                    tagList.add(tagName);
-                }
-            } else if (k.startsWith(Key.FIELD_COLUMN)) {
-                String fieldName = ps[1];
-                Integer fileIndex = Integer.parseInt(v);
-                fieldIndexMap.put(fieldName, fileIndex);
-            } else if (k.startsWith(Key.TIMESTAMP_COLUMN)) {
-                tsColName = ps[1];
-                tsColIndex = Integer.parseInt(v);
-            }
-        }
-        List<String> sortedFieldName = fieldIndexMap.entrySet().stream().sorted((x, y) -> x.getValue().compareTo(y.getValue())).map(e -> e.getKey()).collect(Collectors.toList());
-        fieldList.addAll(sortedFieldName); // 排序的目的是保证自动建表时列的顺序和输入数据的列的顺序保持一致
-        canInferSchemaFromConfig = tsColIndex > -1 && !(fixedTagValue.isEmpty() && tagIndexMap.isEmpty()) && !fieldIndexMap.isEmpty();
-        LOG.info("Config file parsed result：fixedTags=[{}] ,tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", fixedTagValue.keySet()), String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
-    }
-
-    public boolean shouldGuessSchema() {
-        return !canInferSchemaFromConfig;
-    }
-
-    public boolean shouldCreateTable() {
-        return canInferSchemaFromConfig;
-    }
-
-    public boolean configValid() {
-        boolean valid = (tagList.size() > 0 && fieldList.size() > 0 && tsColIndex > -1) || (tagList.size() == 0 && fieldList.size() == 0 && tsColIndex == -1);
-        if (!valid) {
-            LOG.error("Config error: tagColumn, fieldColumn and timestampColumn must be present together or absent together.");
-        }
-        return valid;
-    }
-
-    /**
-     * 通过执行`describe dbname.stable`命令，获取表的schema.<br/>
-     * describe命名返回有4列内容，分布是：Field,Type,Length,Note<br/>
-     *
-     * @return 成功返回true，如果超表不存在或其他错误则返回false
-     */
-    public boolean getFromDB(Connection conn) {
-        try {
-            List<String> stables = getSTables(conn);
-            if (!stables.contains(stable)) {
-                LOG.error("super table {} not exist， fail to get schema from database.", stable);
-                return false;
-            }
-        } catch (SQLException e) {
-            LOG.error(e.getMessage());
-            e.printStackTrace();
-            return false;
-        }
         try (Statement stmt = conn.createStatement()) {
-            ResultSet rs = stmt.executeQuery("describe " + stable);
-            int colIndex = 0;
+            ResultSet rs = stmt.executeQuery("select database()");
+            String dbname = null;
             while (rs.next()) {
-                String name = rs.getString(1);
-                String type = rs.getString(2);
-                String note = rs.getString(4);
-                if ("TIMESTAMP".equals(type)) {
-                    tsColName = name;
-                    tsColIndex = colIndex;
-                } else if ("TAG".equals(note)) {
-                    tagIndexMap.put(name, colIndex);
-                    tagList.add(name);
-                } else {
-                    fieldIndexMap.put(name, colIndex);
-                    fieldList.add(name);
-                }
-                colIndex++;
+                dbname = rs.getString("database()");
+            }
+            if (dbname == null)
+                throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION,
+                        "Database not specified or available");
+
+            rs = stmt.executeQuery("show databases");
+            while (rs.next()) {
+                String name = rs.getString("name");
+                if (!name.equalsIgnoreCase(dbname))
+                    continue;
+                String precision = rs.getString("precision");
+                switch (precision) {
+                    case "ns":
+                        this.precision = TimestampPrecision.NANOSEC;
+                        break;
+                    case "us":
+                        this.precision = TimestampPrecision.MICROSEC;
+                        break;
+                    case "ms":
+                    default:
+                        this.precision = TimestampPrecision.MILLISEC;
+                }
             }
-            LOG.info("table info：tags=[{}], fields=[{}], tsColName={}, tsIndex={}", String.join(",", tagIndexMap.keySet()), String.join(",", fieldList), tsColName, tsColIndex);
-            return true;
         } catch (SQLException e) {
-            LOG.error(e.getMessage());
-            e.printStackTrace();
-            return false;
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
         }
+        return this.precision;
     }
 
-    public static List<String> getSTables(Connection conn) throws SQLException {
-        List<String> stables = new ArrayList<>();
+    public Map<String, TableMeta> loadTableMeta(List<String> tables) throws DataXException {
+        Map<String, TableMeta> tableMetas = new HashMap();
+
         try (Statement stmt = conn.createStatement()) {
             ResultSet rs = stmt.executeQuery("show stables");
             while (rs.next()) {
-                String name = rs.getString(1);
-                stables.add(name);
+                TableMeta tableMeta = buildSupTableMeta(rs);
+                if (!tables.contains(tableMeta.tbname))
+                    continue;
+                tableMetas.put(tableMeta.tbname, tableMeta);
             }
-        }
-        return stables;
-    }
 
-    public void createSTable(Connection conn, List<Column.Type> fieldTypes) throws SQLException {
-        StringBuilder sb = new StringBuilder();
-        sb.append("CREATE STABLE IF NOT EXISTS ").append(stable).append("(");
-        sb.append(tsColName).append(" ").append("TIMESTAMP,");
-        for (int i = 0; i < fieldList.size(); ++i) {
-            String fieldName = fieldList.get(i);
-            Column.Type dxType = fieldTypes.get(i);
-            sb.append(fieldName).append(' ');
-            String tdType = mapDataxType(dxType);
-            sb.append(tdType).append(',');
-        }
-        sb.deleteCharAt(sb.length() - 1);
-        sb.append(") TAGS(");
-        for (String tagName : tagList) {
-            sb.append(tagName).append(" NCHAR(64),");
-        }
-        sb.deleteCharAt(sb.length() - 1);
-        sb.append(")");
-        String q = sb.toString();
-        LOG.info("run sql：" + q);
-        try (Statement stmt = conn.createStatement()) {
-            stmt.execute(q);
-        }
-    }
-
-    public String[] getTagValuesFromRecord(Record record) {
-        String[] tagValues = new String[tagList.size()];
-        for (int i = 0; i < tagList.size(); ++i) {
-            if (fixedTagValue.containsKey(tagList.get(i))) {
-                tagValues[i] = fixedTagValue.get(tagList.get(i));
-            } else {
-                int tagIndex = tagIndexMap.get(tagList.get(i));
-                tagValues[i] = record.getColumn(tagIndex).asString();
+            rs = stmt.executeQuery("show tables");
+            while (rs.next()) {
+                TableMeta tableMeta = buildSubTableMeta(rs);
+                if (!tables.contains(tableMeta.tbname))
+                    continue;
+                tableMetas.put(tableMeta.tbname, tableMeta);
             }
-            if (tagValues[i] == null) {
-                return null;
+
+            for (String tbname : tables) {
+                if (!tableMetas.containsKey(tbname)) {
+                    LOG.error("table metadata of " + tbname + " is empty!");
+                }
             }
+        } catch (SQLException e) {
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
         }
-        return tagValues;
+        return tableMetas;
     }
 
-    public boolean hasTimestamp(Record record) {
-        Column column = record.getColumn(tsColIndex);
-        if (column.getType() == Column.Type.DATE && column.asDate() != null) {
-            return true;
-        } else {
-            return false;
+    public Map<String, List<ColumnMeta>> loadColumnMetas(List<String> tables) throws DataXException {
+        Map<String, List<ColumnMeta>> ret = new HashMap<>();
+
+        for (String table : tables) {
+            List<ColumnMeta> columnMetaList = new ArrayList<>();
+            try (Statement stmt = conn.createStatement()) {
+                ResultSet rs = stmt.executeQuery("describe " + table);
+                for (int i = 0; rs.next(); i++) {
+                    ColumnMeta columnMeta = buildColumnMeta(rs, i == 0);
+                    columnMetaList.add(columnMeta);
+                }
+            } catch (SQLException e) {
+                throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
+            }
+
+            if (columnMetaList.isEmpty()) {
+                LOG.error("column metadata of " + table + " is empty!");
+                continue;
+            }
+
+            columnMetaList.stream().filter(colMeta -> colMeta.isTag).forEach(colMeta -> {
+                String sql = "select " + colMeta.field + " from " + table;
+                Object value = null;
+                try (Statement stmt = conn.createStatement()) {
+                    ResultSet rs = stmt.executeQuery(sql);
+                    for (int i = 0; rs.next(); i++) {
+                        value = rs.getObject(colMeta.field);
+                        if (i > 0) {
+                            value = null;
+                            break;
+                        }
+                    }
+                } catch (SQLException e) {
+                    e.printStackTrace();
+                }
+                colMeta.value = value;
+            });
+
+            LOG.debug("load column metadata of " + table + ": " + Arrays.toString(columnMetaList.toArray()));
+            ret.put(table, columnMetaList);
         }
+        return ret;
     }
 
-    public Map<String, Integer> getFieldIndexMap() {
-        return fieldIndexMap;
+    private TableMeta buildSupTableMeta(ResultSet rs) throws SQLException {
+        TableMeta tableMeta = new TableMeta();
+        tableMeta.tableType = TableType.SUP_TABLE;
+        tableMeta.tbname = rs.getString("name");
+        tableMeta.columns = rs.getInt("columns");
+        tableMeta.tags = rs.getInt("tags");
+        tableMeta.tables = rs.getInt("tables");
+
+        LOG.debug("load table metadata of " + tableMeta.tbname + ": " + tableMeta);
+        return tableMeta;
     }
 
-    public List<String> getFieldList() {
-        return fieldList;
+    private TableMeta buildSubTableMeta(ResultSet rs) throws SQLException {
+        TableMeta tableMeta = new TableMeta();
+        String stable_name = rs.getString("stable_name");
+        tableMeta.tableType = StringUtils.isBlank(stable_name) ? TableType.NML_TABLE : TableType.SUB_TABLE;
+        tableMeta.tbname = rs.getString("table_name");
+        tableMeta.columns = rs.getInt("columns");
+        tableMeta.stable_name = StringUtils.isBlank(stable_name) ? null : stable_name;
+
+        LOG.debug("load table metadata of " + tableMeta.tbname + ": " + tableMeta);
+        return tableMeta;
     }
 
-    public String getJoinedFieldNames() {
-        return tsColName + ", " + String.join(", ", fieldList);
+    private ColumnMeta buildColumnMeta(ResultSet rs, boolean isPrimaryKey) throws SQLException {
+        ColumnMeta columnMeta = new ColumnMeta();
+        columnMeta.field = rs.getString("Field");
+        columnMeta.type = rs.getString("Type");
+        columnMeta.length = rs.getInt("Length");
+        columnMeta.note = rs.getString("Note");
+        columnMeta.isTag = columnMeta.note != null && columnMeta.note.equals("TAG");
+        columnMeta.isPrimaryKey = isPrimaryKey;
+        return columnMeta;
     }
 
-    public int getTsColIndex() {
-        return tsColIndex;
-    }
-
-    public String getTagValuesPlaceHolder() {
-        return tagList.stream().map(x -> "?").collect(Collectors.joining(","));
-    }
-
-    public String getFieldValuesPlaceHolder() {
-        return "?, " + fieldList.stream().map(x -> "?").collect(Collectors.joining(", "));
-    }
-
-    /**
-     * 计算子表表名
-     * <ol>
-     * <li>将标签的value 组合成为如下的字符串: tag_value1!tag_value2!tag_value3。</li>
-     * <li>计算该字符串的 MD5 散列值 "md5_val"。</li>
-     * <li>"t_md5val"作为子表名。其中的 "t" 是固定的前缀。</li>
-     * </ol>
-     *
-     * @param tagValues
-     * @return
-     */
-    public String computeTableName(String[] tagValues) {
-        String s = String.join("!", tagValues);
-        return "t_" + DigestUtils.md5Hex(s);
-    }
-
-    public int getDynamicTagCount() {
-        return tagIndexMap.size();
-    }
 }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
index 79e5238c..7cc76a77 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
@@ -1,37 +1,56 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
-
+import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
+import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.util.ArrayList;
 import java.util.List;
-import java.util.Properties;
-import java.util.Set;
 
 public class TDengineWriter extends Writer {
 
     private static final String PEER_PLUGIN_NAME = "peerPluginName";
 
-    static {
-        try {
-            Class.forName("com.taosdata.jdbc.TSDBDriver");
-        } catch (ClassNotFoundException e) {
-            e.printStackTrace();
-        }
-    }
-
     public static class Job extends Writer.Job {
 
         private Configuration originalConfig;
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
 
         @Override
         public void init() {
             this.originalConfig = super.getPluginJobConf();
             this.originalConfig.set(PEER_PLUGIN_NAME, getPeerPluginName());
+
+            // check user
+            String user = this.originalConfig.getString(Key.USERNAME);
+            if (StringUtils.isBlank(user))
+                throw DataXException.asDataXException(TDengineWriterErrorCode.REQUIRED_VALUE, "The parameter ["
+                        + Key.USERNAME + "] is not set.");
+
+            // check password
+            String password = this.originalConfig.getString(Key.PASSWORD);
+            if (StringUtils.isBlank(password))
+                throw DataXException.asDataXException(TDengineWriterErrorCode.REQUIRED_VALUE, "The parameter ["
+                        + Key.PASSWORD + "] is not set.");
+
+            // check connection
+            List<Object> connection = this.originalConfig.getList(Key.CONNECTION);
+            if (connection == null || connection.isEmpty())
+                throw DataXException.asDataXException(TDengineWriterErrorCode.REQUIRED_VALUE, "The parameter ["
+                        + Key.CONNECTION + "] is not set.");
+            if (connection.size() > 1)
+                LOG.warn("connection.size is " + connection.size() + " and only connection[0] will be used.");
+            Configuration conn = Configuration.from(connection.get(0).toString());
+            String jdbcUrl = conn.getString(Key.JDBC_URL);
+            if (StringUtils.isBlank(jdbcUrl))
+                throw DataXException.asDataXException(TDengineWriterErrorCode.REQUIRED_VALUE, "The parameter ["
+                        + Key.JDBC_URL + "] of connection is not set.");
+
+            // check column
         }
 
         @Override
@@ -42,22 +61,30 @@ public class TDengineWriter extends Writer {
         @Override
         public List<Configuration> split(int mandatoryNumber) {
             List<Configuration> writerSplitConfigs = new ArrayList<>();
+
+            List<Object> conns = this.originalConfig.getList(Key.CONNECTION);
             for (int i = 0; i < mandatoryNumber; i++) {
-                writerSplitConfigs.add(this.originalConfig);
+                Configuration clone = this.originalConfig.clone();
+                Configuration conf = Configuration.from(conns.get(0).toString());
+                String jdbcUrl = conf.getString(Key.JDBC_URL);
+                clone.set(Key.JDBC_URL, jdbcUrl);
+                clone.set(Key.TABLE, conf.getList(Key.TABLE));
+                clone.remove(Key.CONNECTION);
+                writerSplitConfigs.add(clone);
             }
+
             return writerSplitConfigs;
         }
     }
 
     public static class Task extends Writer.Task {
-        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        private static final Logger LOG = LoggerFactory.getLogger(Task.class);
 
         private Configuration writerSliceConfig;
 
         @Override
         public void init() {
             this.writerSliceConfig = getPluginJobConf();
-
         }
 
         @Override
@@ -67,23 +94,16 @@ public class TDengineWriter extends Writer {
 
         @Override
         public void startWrite(RecordReceiver lineReceiver) {
-            Set<String> keys = this.writerSliceConfig.getKeys();
-            Properties properties = new Properties();
-            for (String key : keys) {
-                String value = this.writerSliceConfig.getString(key);
-                properties.setProperty(key, value);
-            }
-            if (!keys.contains(Key.USER)) {
-                properties.setProperty(Key.USER, "root");
-            }
-            if (!keys.contains(Key.PASSWORD)) {
-                properties.setProperty(Key.PASSWORD, "taosdata");
-            }
-            LOG.debug("========================properties==========================\n" + properties);
             String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
             LOG.debug("start to handle record from: " + peerPluginName);
-            DataHandler handler = DataHandlerFactory.build(peerPluginName);
-            long records = handler.handle(lineReceiver, properties, getTaskPluginCollector());
+
+            DataHandler handler;
+            if (peerPluginName.equals("opentsdbreader"))
+                handler = new OpentsdbDataHandler(this.writerSliceConfig);
+            else
+                handler = new DefaultDataHandler(this.writerSliceConfig);
+
+            long records = handler.handle(lineReceiver, getTaskPluginCollector());
             LOG.debug("handle data finished, records: " + records);
         }
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
index 994f1e89..469449e6 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
@@ -3,13 +3,16 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 import com.alibaba.datax.common.spi.ErrorCode;
 
 public enum TDengineWriterErrorCode implements ErrorCode {
-    RUNTIME_EXCEPTION("TDengineWriter-00", "运行时异常"),
-    TYPE_ERROR("TDengineWriter-00", "Datax类型无法正确映射到TDengine类型");
+
+    REQUIRED_VALUE("TDengineWriter-00", "缺失必要的值"),
+    ILLEGAL_VALUE("TDengineWriter-01", "值非法"),
+    RUNTIME_EXCEPTION("TDengineWriter-02", "运行时异常"),
+    TYPE_ERROR("TDengineWriter-03", "Datax类型无法正确映射到TDengine类型");
 
     private final String code;
     private final String description;
 
-    private TDengineWriterErrorCode(String code, String description) {
+    TDengineWriterErrorCode(String code, String description) {
         this.code = code;
         this.description = description;
     }
@@ -26,7 +29,6 @@ public enum TDengineWriterErrorCode implements ErrorCode {
 
     @Override
     public String toString() {
-        return String.format("Code:[%s], Description:[%s]. ", this.code,
-                this.description);
+        return String.format("Code:[%s], Description:[%s]. ", this.code, this.description);
     }
 }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableMeta.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableMeta.java
new file mode 100644
index 00000000..2a6b0536
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableMeta.java
@@ -0,0 +1,22 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class TableMeta {
+    TableType tableType;
+    String tbname;
+    int columns;
+    int tags;
+    int tables;
+    String stable_name;
+
+    @Override
+    public String toString() {
+        return "TableMeta{" +
+                "tableType=" + tableType +
+                ", tbname='" + tbname + '\'' +
+                ", columns=" + columns +
+                ", tags=" + tags +
+                ", tables=" + tables +
+                ", stable_name='" + stable_name + '\'' +
+                '}';
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableType.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableType.java
new file mode 100644
index 00000000..6c97ac3f
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableType.java
@@ -0,0 +1,5 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public enum TableType {
+    SUP_TABLE, SUB_TABLE, NML_TABLE
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TimestampPrecision.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TimestampPrecision.java
new file mode 100644
index 00000000..46564d6a
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TimestampPrecision.java
@@ -0,0 +1,5 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public enum TimestampPrecision {
+    MILLISEC, MICROSEC, NANOSEC
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h
deleted file mode 100644
index 4bdf3639..00000000
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/com_alibaba_datax_plugin_writer_tdenginewriter_JniConnection.h
+++ /dev/null
@@ -1,105 +0,0 @@
-/* DO NOT EDIT THIS FILE - it is machine generated */
-#include <jni.h>
-/* Header for class com_alibaba_datax_plugin_writer_JniConnection */
-
-#ifndef _Included_com_alibaba_datax_plugin_writer_JniConnection
-#define _Included_com_alibaba_datax_plugin_writer_JniConnection
-#ifdef __cplusplus
-extern "C" {
-#endif
-#undef com_alibaba_datax_plugin_writer_JniConnection_JNI_NULL_POINTER
-#define com_alibaba_datax_plugin_writer_JniConnection_JNI_NULL_POINTER 0LL
-#undef com_alibaba_datax_plugin_writer_JniConnection_JNI_SUCCESSFUL
-#define com_alibaba_datax_plugin_writer_JniConnection_JNI_SUCCESSFUL 0L
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    initImp
- * Signature: (Ljava/lang/String;)V
- */
-JNIEXPORT void JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_initImp
-  (JNIEnv *, jclass, jstring);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    setOptions
- * Signature: (ILjava/lang/String;)I
- */
-JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_setOptions
-  (JNIEnv *, jclass, jint, jstring);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    getTsCharset
- * Signature: ()Ljava/lang/String;
- */
-JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getTsCharset
-  (JNIEnv *, jclass);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    connectImp
- * Signature: (Ljava/lang/String;ILjava/lang/String;Ljava/lang/String;Ljava/lang/String;)J
- */
-JNIEXPORT jlong JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_connectImp
-  (JNIEnv *, jobject, jstring, jint, jstring, jstring, jstring);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    executeQueryImp
- * Signature: ([BJ)J
- */
-JNIEXPORT jlong JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_executeQueryImp
-  (JNIEnv *, jobject, jbyteArray, jlong);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    getErrCodeImp
- * Signature: (JJ)I
- */
-JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrCodeImp
-  (JNIEnv *, jobject, jlong, jlong);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    getErrMsgImp
- * Signature: (J)Ljava/lang/String;
- */
-JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrMsgImp
-  (JNIEnv *, jobject, jlong);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    getErrMsgByCode
- * Signature: (J)Ljava/lang/String;
- */
-JNIEXPORT jstring JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getErrMsgByCode
-  (JNIEnv *, jobject, jlong);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    getAffectedRowsImp
- * Signature: (JJ)I
- */
-JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_getAffectedRowsImp
-  (JNIEnv *, jobject, jlong, jlong);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    closeConnectionImp
- * Signature: (J)I
- */
-JNIEXPORT jint JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_closeConnectionImp
-  (JNIEnv *, jobject, jlong);
-
-/*
- * Class:     com_alibaba_datax_plugin_writer_JniConnection
- * Method:    insertOpentsdbJson
- * Signature: (Ljava/lang/String;J)J
- */
-JNIEXPORT jlong JNICALL Java_com_alibaba_datax_plugin_writer_JniConnection_insertOpentsdbJson
-  (JNIEnv *, jobject, jstring, jlong);
-
-#ifdef __cplusplus
-}
-#endif
-#endif
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
new file mode 100644
index 00000000..733698a7
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
@@ -0,0 +1,235 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.DateColumn;
+import com.alibaba.datax.common.element.LongColumn;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.element.StringColumn;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.core.transport.record.DefaultRecord;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import java.util.stream.IntStream;
+
+public class DefaultDataHandlerTest {
+
+    private static final String host = "192.168.56.105";
+    private static Connection conn;
+
+    @Test
+    public void writeSupTableBySQL() {
+        // given
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"tbname\", \"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"stb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new StringColumn("tb" + (i + 10)));
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(10, count);
+    }
+
+    @Test
+    public void writeSupTableBySQL_2() {
+        // given
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"tbname\", \"ts\", \"f1\", \"t1\"]," +
+                "\"table\":[\"stb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new StringColumn("tb" + (i + 10)));
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(10, count);
+    }
+
+    @Test
+    public void writeSubTableWithTableName() {
+        // given
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"tbname\", \"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"tb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new StringColumn("tb" + i));
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(1, count);
+    }
+
+    @Test
+    public void writeSubTableWithoutTableName() {
+        // given
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"tb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"," +
+                "\"ignoreTagsUnmatched\": \"true\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(1, count);
+    }
+
+    @Test
+    public void writeNormalTable() {
+        // given
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"weather\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"," +
+                "\"ignoreTagsUnmatched\": \"true\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(10, count);
+    }
+
+    @BeforeClass
+    public static void beforeClass() throws SQLException {
+        conn = DriverManager.getConnection("jdbc:TAOS-RS://" + host + ":6041", "root", "taosdata");
+        try (Statement stmt = conn.createStatement()) {
+            stmt.execute("drop database if exists scm_test");
+            stmt.execute("create database if not exists scm_test");
+            stmt.execute("use scm_test");
+            stmt.execute("create table stb1(ts timestamp, f1 int, f2 int) tags(t1 nchar(32))");
+            stmt.execute("create table stb2(ts timestamp, f1 int, f2 int, f3 int) tags(t1 int, t2 int)");
+            stmt.execute("create table tb1 using stb1 tags(1)");
+            stmt.execute("create table tb2 using stb1 tags(2)");
+            stmt.execute("create table tb3 using stb2 tags(1,1)");
+            stmt.execute("create table tb4 using stb2 tags(2,2)");
+            stmt.execute("create table weather(ts timestamp, f1 int, f2 int, f3 int, t1 int, t2 int)");
+        }
+    }
+
+    @AfterClass
+    public static void afterClass() throws SQLException {
+        if (conn != null) {
+            conn.close();
+        }
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java
new file mode 100644
index 00000000..48baad1d
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java
@@ -0,0 +1,85 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.DateColumn;
+import com.alibaba.datax.common.element.LongColumn;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.element.StringColumn;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.core.transport.record.DefaultRecord;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import java.util.stream.IntStream;
+
+public class DefaultDataHandlerTest2 {
+
+    private static final String host = "192.168.1.93";
+    private static Connection conn;
+
+    @Test
+    public void writeSupTableBySchemaless() throws SQLException {
+        // given
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"stb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS://" + host + ":6030/scm_test\"," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+
+        String jdbcUrl = configuration.getString("jdbcUrl");
+        Connection connection = DriverManager.getConnection(jdbcUrl, "root", "taosdata");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new StringColumn("t" + i + " 22"));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(connection);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
+
+        int count = handler.writeBatch(connection, recordList);
+
+        // then
+        Assert.assertEquals(10, count);
+    }
+
+    @BeforeClass
+    public static void beforeClass() throws SQLException {
+        conn = DriverManager.getConnection("jdbc:TAOS-RS://" + host + ":6041", "root", "taosdata");
+        try (Statement stmt = conn.createStatement()) {
+            stmt.execute("drop database if exists scm_test");
+            stmt.execute("create database if not exists scm_test");
+            stmt.execute("use scm_test");
+            stmt.execute("create table stb1(ts timestamp, f1 int, f2 int) tags(t1 nchar(32))");
+        }
+    }
+
+    @AfterClass
+    public static void afterClass() throws SQLException {
+        if (conn != null) {
+            conn.close();
+        }
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/EngineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/EngineTest.java
new file mode 100644
index 00000000..985c8047
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/EngineTest.java
@@ -0,0 +1,65 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.sql.*;
+
+public class EngineTest {
+
+    @Test
+    public void opentsdb2tdengine() throws SQLException {
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/opentsdb2tdengine.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        try {
+            Engine.entry(params);
+        } catch (Throwable e) {
+            e.printStackTrace();
+        }
+
+        // assert
+        String jdbcUrl = "jdbc:TAOS://192.168.56.105:6030/test?timestampFormat=TIMESTAMP";
+        try (Connection conn = DriverManager.getConnection(jdbcUrl, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            ResultSet rs = stmt.executeQuery("select count(*) from weather_temperature");
+            int rows = 0;
+            while (rs.next()) {
+                rows = rs.getInt("count(*)");
+            }
+            Assert.assertEquals(5, rows);
+            stmt.close();
+        }
+    }
+
+    @Test
+    public void mysql2tdengine() {
+        // given
+        // MYSQL SQL:
+        // create table t(id int primary key AUTO_INCREMENT, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, f6 double,ts timestamp, dt datetime,f7 nchar(64))
+        // insert into t(f1,f2,f3,f4,f5,f6,ts,dt,f7) values(1,2,3,4,5,6,'2022-01-28 12:00:00','2022-01-28 12:00:00', 'beijing');
+        // TDengine SQL:
+        // create table t(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, f6 double, dt timestamp,f7 nchar(64));
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/mysql2tdengine.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        try {
+            Engine.entry(params);
+        } catch (Throwable e) {
+            e.printStackTrace();
+        }
+    }
+
+    @Test
+    public void tdengine2tdengine() {
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/tdengine2tdengine.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        try {
+            Engine.entry(params);
+        } catch (Throwable e) {
+            e.printStackTrace();
+        }
+    }
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java
deleted file mode 100644
index 09c3df26..00000000
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/JniConnectionTest.java
+++ /dev/null
@@ -1,21 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-import org.junit.Test;
-
-import java.util.Properties;
-
-public class JniConnectionTest {
-
-    @Test
-    public void test() throws Exception {
-        JniConnection connection = new JniConnection(new Properties());
-
-        connection.open("192.168.56.105", 6030, "test", "root", "taosdata");
-
-        String json = "{\"metric\":\"weather_temperature\",\"timestamp\":1609430400000,\"value\":123,\"tags\":{\"location\":\"beijing\",\"id\":\"t123\"}}";
-        connection.insertOpentsdbJson(json);
-
-        connection.close();
-    }
-
-}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
new file mode 100644
index 00000000..6df0de1d
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
@@ -0,0 +1,88 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.fastjson.util.TypeUtils;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+
+public class SchemaManagerTest {
+
+    private static Connection conn;
+
+    @Test
+    public void loadTableMeta() throws SQLException {
+        // given
+        SchemaManager schemaManager = new SchemaManager(conn);
+        List<String> tables = Arrays.asList("stb1", "stb2", "tb1", "tb3", "weather");
+
+        // when
+        Map<String, TableMeta> tableMetaMap = schemaManager.loadTableMeta(tables);
+
+        // then
+        TableMeta stb1 = tableMetaMap.get("stb1");
+        Assert.assertEquals(TableType.SUP_TABLE, stb1.tableType);
+        Assert.assertEquals("stb1", stb1.tbname);
+        Assert.assertEquals(3, stb1.columns);
+        Assert.assertEquals(1, stb1.tags);
+        Assert.assertEquals(2, stb1.tables);
+
+        TableMeta tb3 = tableMetaMap.get("tb3");
+        Assert.assertEquals(TableType.SUB_TABLE, tb3.tableType);
+        Assert.assertEquals("tb3", tb3.tbname);
+        Assert.assertEquals(4, tb3.columns);
+        Assert.assertEquals("stb2", tb3.stable_name);
+
+        TableMeta weather = tableMetaMap.get("weather");
+        Assert.assertEquals(TableType.NML_TABLE, weather.tableType);
+        Assert.assertEquals("weather", weather.tbname);
+        Assert.assertEquals(6, weather.columns);
+        Assert.assertNull(weather.stable_name);
+    }
+
+    @Test
+    public void loadColumnMetas() {
+        // given
+        SchemaManager schemaManager = new SchemaManager(conn);
+        List<String> tables = Arrays.asList("stb1", "stb2", "tb1", "tb3", "weather");
+
+        // when
+        Map<String, List<ColumnMeta>> columnMetaMap = schemaManager.loadColumnMetas(tables);
+
+        // then
+        List<ColumnMeta> stb1 = columnMetaMap.get("stb1");
+        Assert.assertEquals(4, stb1.size());
+    }
+
+    @BeforeClass
+    public static void beforeClass() throws SQLException {
+        conn = DriverManager.getConnection("jdbc:TAOS-RS://192.168.56.105:6041", "root", "taosdata");
+        try (Statement stmt = conn.createStatement()) {
+            stmt.execute("drop database if exists scm_test");
+            stmt.execute("create database if not exists scm_test");
+            stmt.execute("use scm_test");
+            stmt.execute("create table stb1(ts timestamp, f1 int, f2 int) tags(t1 int)");
+            stmt.execute("create table stb2(ts timestamp, f1 int, f2 int, f3 int) tags(t1 int, t2 int)");
+            stmt.execute("insert into tb1 using stb1 tags(1) values(now, 1, 2)");
+            stmt.execute("insert into tb2 using stb1 tags(2) values(now, 1, 2)");
+            stmt.execute("insert into tb3 using stb2 tags(1,1) values(now, 1, 2, 3)");
+            stmt.execute("insert into tb4 using stb2 tags(2,2) values(now, 1, 2, 3)");
+            stmt.execute("create table weather(ts timestamp, f1 int, f2 int, f3 int, t1 int, t2 int)");
+        }
+    }
+
+    @AfterClass
+    public static void afterClass() throws SQLException {
+        if (conn != null) {
+            conn.close();
+        }
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
index 62bf7040..813f6131 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
@@ -1,31 +1,62 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
+import com.alibaba.datax.common.util.Configuration;
+import org.junit.Assert;
+import org.junit.Before;
 import org.junit.Test;
 
-import java.sql.Connection;
-import java.sql.DriverManager;
-import java.sql.SQLException;
-import java.sql.Statement;
+import java.util.List;
 
 public class TDengineWriterTest {
 
+    TDengineWriter.Job job;
 
-    @Test
-    public void testGetSchema() throws ClassNotFoundException, SQLException {
-        Class.forName("com.taosdata.jdbc.TSDBDriver");
-        String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", "wozai.fun", "6030", "test", "root", "taosdata");
-        Connection conn = DriverManager.getConnection(jdbcUrl);
-        SchemaManager schemaManager = new SchemaManager();
-        schemaManager.setStable("test1");
-        schemaManager.getFromDB(conn);
+    @Before
+    public void before() {
+        job = new TDengineWriter.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        job.setPluginJobConf(configuration);
     }
 
     @Test
-    public void dropTestTable() throws ClassNotFoundException, SQLException {
-        Class.forName("com.taosdata.jdbc.TSDBDriver");
-        String jdbcUrl = String.format("jdbc:TAOS://%s:%s/%s?user=%s&password=%s", "wozai.fun", "6030", "test", "root", "taosdata");
-        Connection conn = DriverManager.getConnection(jdbcUrl);
-        Statement stmt = conn.createStatement();
-        stmt.execute("drop table market_snapshot");
+    public void jobInit() {
+        // when
+        job.init();
+
+        // assert
+        Configuration conf = job.getPluginJobConf();
+
+        Assert.assertEquals("root", conf.getString("username"));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl"));
+        Assert.assertEquals(new Integer(1000), conf.getInt("batchSize"));
+        Assert.assertEquals("ts", conf.getString("column[0]"));
+        Assert.assertEquals("f2", conf.getString("column[2]"));
     }
-}
+
+    @Test
+    public void jobSplit() {
+        // when
+        job.init();
+        List<Configuration> configurationList = job.split(10);
+
+        // assert
+        Assert.assertEquals(10, configurationList.size());
+        for (Configuration conf : configurationList) {
+            Assert.assertEquals("root", conf.getString("username"));
+            Assert.assertEquals("taosdata", conf.getString("password"));
+            Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
+            Assert.assertEquals(new Integer(1000), conf.getInt("batchSize"));
+            Assert.assertEquals("ts", conf.getString("column[0]"));
+            Assert.assertEquals("f2", conf.getString("column[2]"));
+
+        }
+    }
+
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/mysql2tdengine.json b/tdenginewriter/src/test/resources/mysql2tdengine.json
new file mode 100644
index 00000000..38485533
--- /dev/null
+++ b/tdenginewriter/src/test/resources/mysql2tdengine.json
@@ -0,0 +1,57 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "mysqlreader",
+          "parameter": {
+            "username": "root",
+            "password": "123456",
+            "column": [
+              "*"
+            ],
+            "splitPk": "id",
+            "connection": [
+              {
+                "table": [
+                  "t"
+                ],
+                "jdbcUrl": [
+                  "jdbc:mysql://192.168.56.105:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "t1"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "st"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.56.105:6030/test?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/opentsdb2tdengine.json b/tdenginewriter/src/test/resources/opentsdb2tdengine.json
new file mode 100644
index 00000000..11264c98
--- /dev/null
+++ b/tdenginewriter/src/test/resources/opentsdb2tdengine.json
@@ -0,0 +1,36 @@
+{
+  "job":{
+    "content":[{
+      "reader": {
+        "name": "opentsdbreader",
+        "parameter": {
+          "endpoint": "http://192.168.56.105:4242",
+          "column": ["weather_temperature"],
+          "beginDateTime": "2021-01-01 00:00:00",
+          "endDateTime": "2021-01-01 01:00:00"
+        }
+      },
+      "writer": {
+        "name": "tdenginewriter",
+        "parameter": {
+          "username": "root",
+          "password": "taosdata",
+          "connection": [
+            {
+              "table": [
+                "meters"
+              ],
+              "jdbcUrl": "jdbc:TAOS://192.168.56.105:6030/test?timestampFormat=TIMESTAMP"
+            }
+          ],
+          "batchSize": 1000
+        }
+      }
+    }],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/tdengine2tdengine.json b/tdenginewriter/src/test/resources/tdengine2tdengine.json
new file mode 100644
index 00000000..f0d0092d
--- /dev/null
+++ b/tdenginewriter/src/test/resources/tdengine2tdengine.json
@@ -0,0 +1,51 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "meters"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "ts",
+              "current",
+              "voltage",
+              "phase",
+              "groupid",
+              "location"
+            ],
+            "beginDateTime": "2017-07-14 10:40:00",
+            "endDateTime": "2017-08-14 10:40:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "host": "192.168.56.105",
+            "port": 6030,
+            "dbName": "test2",
+            "username": "root",
+            "password": "taosdata",
+            "batchSize": 1000,
+            "stable": "meters"
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file

From 0554bd1bea980c1b19bb19a1a32074027eff5f3b Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Mon, 14 Feb 2022 19:23:20 +0800
Subject: [PATCH 143/251] change the linking charactor of stream load label

---
 .../starrockswriter/manager/StarRocksWriterManager.java   | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
index c28c8647..40acbd74 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -24,7 +24,7 @@ public class StarRocksWriterManager {
 
     private final StarRocksStreamLoadVisitor starrocksStreamLoadVisitor;
     private final StarRocksWriterOptions writerOptions;
-    private static final String UNDERSCORE = "_";
+    private static final String DOT = ".";
 
     private final List<byte[]> buffer = new ArrayList<>();
     private int batchCount = 0;
@@ -123,12 +123,12 @@ public class StarRocksWriterManager {
     public String createBatchLabel() {
         StringBuilder sb = new StringBuilder();
         if (!Strings.isNullOrEmpty(writerOptions.getLabelPrefix())) {
-            sb.append(writerOptions.getLabelPrefix()).append(UNDERSCORE);
+            sb.append(writerOptions.getLabelPrefix()).append(DOT);
         }
         return sb.append(writerOptions.getDatabase())
-            .append(UNDERSCORE)
+            .append(DOT)
             .append(writerOptions.getTable())
-            .append(UNDERSCORE)
+            .append(DOT)
             .append(UUID.randomUUID().toString())
             .toString();
     }

From 721ed5136dd3d71c8de83ba4b40d60b56b5114b5 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Mon, 14 Feb 2022 20:15:14 +0800
Subject: [PATCH 144/251] change the link charactor of the stream load label

---
 .../starrockswriter/manager/StarRocksWriterManager.java   | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
index 40acbd74..405b248b 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -24,7 +24,7 @@ public class StarRocksWriterManager {
 
     private final StarRocksStreamLoadVisitor starrocksStreamLoadVisitor;
     private final StarRocksWriterOptions writerOptions;
-    private static final String DOT = ".";
+    private static final String HYPHEN = "-";
 
     private final List<byte[]> buffer = new ArrayList<>();
     private int batchCount = 0;
@@ -123,12 +123,12 @@ public class StarRocksWriterManager {
     public String createBatchLabel() {
         StringBuilder sb = new StringBuilder();
         if (!Strings.isNullOrEmpty(writerOptions.getLabelPrefix())) {
-            sb.append(writerOptions.getLabelPrefix()).append(DOT);
+            sb.append(writerOptions.getLabelPrefix()).append(HYPHEN);
         }
         return sb.append(writerOptions.getDatabase())
-            .append(DOT)
+            .append(HYPHEN)
             .append(writerOptions.getTable())
-            .append(DOT)
+            .append(HYPHEN)
             .append(UUID.randomUUID().toString())
             .toString();
     }

From 67dd21edfee646ac6fbfae0d15b3a03fd6926ea4 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Wed, 16 Feb 2022 10:06:06 +0800
Subject: [PATCH 145/251] change

---
 tdenginewriter/pom.xml                        | 14 ++-
 .../writer/tdenginewriter/DataHandler.java    |  1 -
 .../tdenginewriter/DefaultDataHandler.java    | 54 ++++++++---
 .../plugin/writer/tdenginewriter/Msg.java     | 20 ----
 .../writer/tdenginewriter/SchemaManager.java  |  2 +-
 tdenginewriter/src/main/resources/plugin.json |  4 +-
 .../main/resources/plugin_job_template.json   | 40 ++++----
 .../resources/tdenginewritermsg.properties    |  6 --
 .../tdenginewritermsg_en_US.properties        |  6 --
 .../tdenginewritermsg_zh_CN.properties        |  6 --
 .../DefaultDataHandlerTest2.java              |  2 +
 .../writer/tdenginewriter/EngineTest.java     | 65 -------------
 .../writer/tdenginewriter/MessageTest.java    | 25 -----
 .../tdenginewriter/Mysql2TDengineTest.java    | 70 ++++++++++++++
 .../tdenginewriter/Opentsdb2TDengineTest.java | 36 +++++++
 .../tdenginewriter/Rdbms2TDengineTest.java    |  4 +
 .../tdenginewriter/TDengine2TDengineTest.java | 68 ++++++++++++++
 .../TDengine2TDengineTest3.java               | 62 ++++++++++++
 .../TDengine2TDengineTest4.java               | 57 +++++++++++
 .../{mysql2tdengine.json => m2t-1.json}       | 27 ++++--
 tdenginewriter/src/test/resources/t2t-1.json  | 94 +++++++++++++++++++
 tdenginewriter/src/test/resources/t2t-2.json  | 92 ++++++++++++++++++
 tdenginewriter/src/test/resources/t2t-3.json  | 92 ++++++++++++++++++
 tdenginewriter/src/test/resources/t2t-4.json  | 72 ++++++++++++++
 .../src/test/resources/tdengine2tdengine.json | 51 ----------
 25 files changed, 743 insertions(+), 227 deletions(-)
 delete mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java
 delete mode 100644 tdenginewriter/src/main/resources/tdenginewritermsg.properties
 delete mode 100644 tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
 delete mode 100644 tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
 delete mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/EngineTest.java
 delete mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Rdbms2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest3.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest4.java
 rename tdenginewriter/src/test/resources/{mysql2tdengine.json => m2t-1.json} (63%)
 create mode 100644 tdenginewriter/src/test/resources/t2t-1.json
 create mode 100644 tdenginewriter/src/test/resources/t2t-2.json
 create mode 100644 tdenginewriter/src/test/resources/t2t-3.json
 create mode 100644 tdenginewriter/src/test/resources/t2t-4.json
 delete mode 100644 tdenginewriter/src/test/resources/tdengine2tdengine.json

diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 720ecbb8..459ad0b7 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -38,6 +38,12 @@
             </exclusions>
         </dependency>
 
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-lang3</artifactId>
+            <version>${commons-lang3-version}</version>
+        </dependency>
+
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>datax-common</artifactId>
@@ -63,10 +69,12 @@
             <scope>test</scope>
         </dependency>
         <dependency>
-            <groupId>org.apache.commons</groupId>
-            <artifactId>commons-lang3</artifactId>
-            <version>${commons-lang3-version}</version>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>5.1.49</version>
+            <scope>test</scope>
         </dependency>
+
     </dependencies>
 
     <build>
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
index 7afcb080..f22d4d6c 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
@@ -4,6 +4,5 @@ import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
 
 public interface DataHandler {
-
     int handle(RecordReceiver lineReceiver, TaskPluginCollector collector);
 }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 16be4c90..addda9cf 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -14,10 +14,8 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.sql.*;
-import java.util.ArrayList;
+import java.util.*;
 import java.util.Date;
-import java.util.List;
-import java.util.Map;
 import java.util.stream.Collectors;
 
 public class DefaultDataHandler implements DataHandler {
@@ -83,6 +81,11 @@ public class DefaultDataHandler implements DataHandler {
                 }
                 count++;
             }
+
+            if (!recordBatch.isEmpty()) {
+                affectedRows = writeBatch(conn, recordBatch);
+                recordBatch.clear();
+            }
         } catch (SQLException e) {
             throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
         }
@@ -302,15 +305,6 @@ public class DefaultDataHandler implements DataHandler {
                 if (colMeta.type.equals("TIMESTAMP"))
                     return dateAsLong(column) + "i64";
                 return "L'" + column.asString() + "'";
-            case BYTES:
-            case STRING:
-                if (colMeta.type.equals("TIMESTAMP"))
-                    return column.asString() + "i64";
-                String value = column.asString();
-                if (colMeta.type.startsWith("BINARY"))
-                    return "'" + Utils.escapeSingleQuota(value) + "'";
-                if (colMeta.type.startsWith("NCHAR"))
-                    return "L'" + Utils.escapeSingleQuota(value) + "'";
             case NULL:
             case BAD:
                 return "NULL";
@@ -331,6 +325,16 @@ public class DefaultDataHandler implements DataHandler {
                 if (colMeta.type.equals("BIGINT"))
                     return column.asString() + "i64";
             }
+            case BYTES:
+            case STRING:
+                if (colMeta.type.equals("TIMESTAMP"))
+                    return column.asString() + "i64";
+                String value = column.asString();
+                value = value.replace("\"", "\\\"");
+                if (colMeta.type.startsWith("BINARY"))
+                    return "\"" + value + "\"";
+                if (colMeta.type.startsWith("NCHAR"))
+                    return "L\"" + value + "\"";
             case BOOL:
             default:
                 return column.asString();
@@ -363,7 +367,9 @@ public class DefaultDataHandler implements DataHandler {
             boolean tagsAllMatch = columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
                 return colMeta.isTag;
             }).allMatch(colMeta -> {
-                return record.getColumn(indexOf(colMeta.field)).asString().equals(colMeta.value.toString());
+                Column column = record.getColumn(indexOf(colMeta.field));
+                boolean equals = equals(column, colMeta);
+                return equals;
             });
 
             if (ignoreTagsUnmatched && !tagsAllMatch)
@@ -386,6 +392,28 @@ public class DefaultDataHandler implements DataHandler {
         return executeUpdate(conn, sql);
     }
 
+    private boolean equals(Column column, ColumnMeta colMeta) {
+        switch (column.getType()) {
+            case BOOL:
+                return column.asBoolean().equals(Boolean.valueOf(colMeta.value.toString()));
+            case INT:
+            case LONG:
+                return column.asLong().equals(Long.valueOf(colMeta.value.toString()));
+            case DOUBLE:
+                return column.asDouble().equals(Double.valueOf(colMeta.value.toString()));
+            case NULL:
+                return colMeta.value == null;
+            case DATE:
+                return column.asDate().getTime() == ((Timestamp) colMeta.value).getTime();
+            case BAD:
+            case BYTES:
+                return Arrays.equals(column.asBytes(), (byte[]) colMeta.value);
+            case STRING:
+            default:
+                return column.asString().equals(colMeta.value.toString());
+        }
+    }
+
     /**
      * table: ["weather"], column: ["ts, f1, f2, f3, t1, t2"]
      * sql: insert into weather (ts, f1, f2, f3, t1, t2) values( record[idx(ts), record[idx(f1)], ...)
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java
deleted file mode 100644
index 89730d35..00000000
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Msg.java
+++ /dev/null
@@ -1,20 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-import java.util.Locale;
-import java.util.ResourceBundle;
-
-/**
- * i18n message util
- */
-public class Msg {
-    private static ResourceBundle bundle;
-
-    static {
-        bundle = ResourceBundle.getBundle("tdenginewritermsg", Locale.getDefault());
-    }
-
-    public static String get(String key) {
-        return bundle.getString(key);
-    }
-
-}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
index 877b9b6d..63d67a2a 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -81,7 +81,7 @@ public class SchemaManager {
 
             for (String tbname : tables) {
                 if (!tableMetas.containsKey(tbname)) {
-                    LOG.error("table metadata of " + tbname + " is empty!");
+                    throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, "table metadata of " + tbname + " is empty!");
                 }
             }
         } catch (SQLException e) {
diff --git a/tdenginewriter/src/main/resources/plugin.json b/tdenginewriter/src/main/resources/plugin.json
index e54f65ff..10d8e2cf 100644
--- a/tdenginewriter/src/main/resources/plugin.json
+++ b/tdenginewriter/src/main/resources/plugin.json
@@ -3,7 +3,7 @@
     "class": "com.alibaba.datax.plugin.writer.tdenginewriter.TDengineWriter",
     "description": {
         "useScene": "data migration to tdengine",
-        "mechanism": "use JNI or taos-jdbc to write data to tdengine."
+        "mechanism": "use taos-jdbcdriver to write data."
     },
-    "developer": "zyyang-taosdata"
+    "developer": "support@taosdata.com"
 }
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/plugin_job_template.json b/tdenginewriter/src/main/resources/plugin_job_template.json
index 39c9c969..3d303305 100644
--- a/tdenginewriter/src/main/resources/plugin_job_template.json
+++ b/tdenginewriter/src/main/resources/plugin_job_template.json
@@ -1,24 +1,20 @@
 {
-    "name": "tdenginewriter",
-    "parameter": {
-        "host": "127.0.0.1",
-        "port": 6030,
-        "dbname": "test",
-        "user": "root",
-        "password": "taosdata",
-        "batchSize": 1000,
-        "stable": "weather",
-        "tagColumn": {
-            "station": 0
-        },
-        "fieldColumn": {
-            "latitude": 1,
-            "longtitude": 2,
-            "tmax": 4,
-            "tmin": 5
-        },
-        "timestampColumn":{
-            "date": 3
-        }
-    }
+  "name": "tdenginewriter",
+  "parameter": {
+    "username": "root",
+    "password": "taosdata",
+    "column": [
+      ""
+    ],
+    "connection": [
+      {
+        "table": [
+          ""
+        ],
+        "jdbcUrl": ""
+      }
+    ],
+    "batchSize": 1000,
+    "ignoreTagsUnmatched": true
+  }
 }
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg.properties b/tdenginewriter/src/main/resources/tdenginewritermsg.properties
deleted file mode 100644
index 48d862e7..00000000
--- a/tdenginewriter/src/main/resources/tdenginewritermsg.properties
+++ /dev/null
@@ -1,6 +0,0 @@
-try_get_schema_from_db=fail to get  structure info of target table from configure file and will try to get it from database
-batch_size_too_small='batchSize' is too small, please increase it and try again
-column_number_error=number of columns is less than expected
-tag_value_error=tag columns include 'null' value
-ts_value_error=timestamp column type error or null
-infer_column_type_error=fail to infer column type: sample count %d, column index %d
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties b/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
deleted file mode 100644
index 48d862e7..00000000
--- a/tdenginewriter/src/main/resources/tdenginewritermsg_en_US.properties
+++ /dev/null
@@ -1,6 +0,0 @@
-try_get_schema_from_db=fail to get  structure info of target table from configure file and will try to get it from database
-batch_size_too_small='batchSize' is too small, please increase it and try again
-column_number_error=number of columns is less than expected
-tag_value_error=tag columns include 'null' value
-ts_value_error=timestamp column type error or null
-infer_column_type_error=fail to infer column type: sample count %d, column index %d
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties b/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
deleted file mode 100644
index 38d2cbb6..00000000
--- a/tdenginewriter/src/main/resources/tdenginewritermsg_zh_CN.properties
+++ /dev/null
@@ -1,6 +0,0 @@
-try_get_schema_from_db=\u65e0\u6cd5\u4ece\u914d\u7f6e\u6587\u4ef6\u83b7\u53d6\u8868\u7ed3\u6784\u4fe1\u606f\uff0c\u5c1d\u8bd5\u4ece\u6570\u636e\u5e93\u83b7\u53d6
-batch_size_too_small=batchSize\u592a\u5c0f\uff0c\u4f1a\u589e\u52a0\u81ea\u52a8\u7c7b\u578b\u63a8\u65ad\u9519\u8bef\u7684\u6982\u7387\uff0c\u5efa\u8bae\u6539\u5927\u540e\u91cd\u8bd5
-column_number_error=\u5b9e\u9645\u5217\u6570\u5c0f\u4e8e\u671f\u671b\u5217\u6570
-tag_value_error=\u6807\u7b7e\u5217\u5305\u542bnull
-ts_value_error=\u65f6\u95f4\u6233\u5217\u4e3anull\u6216\u7c7b\u578b\u9519\u8bef
-infer_column_type_error=\u6839\u636e\u91c7\u6837\u7684%d\u6761\u6570\u636e\uff0c\u65e0\u6cd5\u63a8\u65ad\u7b2c%d\u5217\u7684\u6570\u636e\u7c7b\u578b
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java
index 48baad1d..1ed32d63 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java
@@ -27,6 +27,8 @@ public class DefaultDataHandlerTest2 {
 
     @Test
     public void writeSupTableBySchemaless() throws SQLException {
+
+
         // given
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/EngineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/EngineTest.java
deleted file mode 100644
index 985c8047..00000000
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/EngineTest.java
+++ /dev/null
@@ -1,65 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-import com.alibaba.datax.core.Engine;
-import org.junit.Assert;
-import org.junit.Test;
-
-import java.sql.*;
-
-public class EngineTest {
-
-    @Test
-    public void opentsdb2tdengine() throws SQLException {
-        // when
-        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/opentsdb2tdengine.json"};
-        System.setProperty("datax.home", "../target/datax/datax");
-        try {
-            Engine.entry(params);
-        } catch (Throwable e) {
-            e.printStackTrace();
-        }
-
-        // assert
-        String jdbcUrl = "jdbc:TAOS://192.168.56.105:6030/test?timestampFormat=TIMESTAMP";
-        try (Connection conn = DriverManager.getConnection(jdbcUrl, "root", "taosdata")) {
-            Statement stmt = conn.createStatement();
-            ResultSet rs = stmt.executeQuery("select count(*) from weather_temperature");
-            int rows = 0;
-            while (rs.next()) {
-                rows = rs.getInt("count(*)");
-            }
-            Assert.assertEquals(5, rows);
-            stmt.close();
-        }
-    }
-
-    @Test
-    public void mysql2tdengine() {
-        // given
-        // MYSQL SQL:
-        // create table t(id int primary key AUTO_INCREMENT, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, f6 double,ts timestamp, dt datetime,f7 nchar(64))
-        // insert into t(f1,f2,f3,f4,f5,f6,ts,dt,f7) values(1,2,3,4,5,6,'2022-01-28 12:00:00','2022-01-28 12:00:00', 'beijing');
-        // TDengine SQL:
-        // create table t(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, f6 double, dt timestamp,f7 nchar(64));
-
-        // when
-        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/mysql2tdengine.json"};
-        System.setProperty("datax.home", "../target/datax/datax");
-        try {
-            Engine.entry(params);
-        } catch (Throwable e) {
-            e.printStackTrace();
-        }
-    }
-
-    @Test
-    public void tdengine2tdengine() {
-        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/tdengine2tdengine.json"};
-        System.setProperty("datax.home", "../target/datax/datax");
-        try {
-            Engine.entry(params);
-        } catch (Throwable e) {
-            e.printStackTrace();
-        }
-    }
-}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java
deleted file mode 100644
index b1b7ddd8..00000000
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/MessageTest.java
+++ /dev/null
@@ -1,25 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-import org.junit.Test;
-
-import java.util.Locale;
-import java.util.ResourceBundle;
-
-import org.junit.Assert;
-
-public class MessageTest {
-    @Test
-    public void testChineseMessage() {
-        Locale local = new Locale("zh", "CN");
-        ResourceBundle bundle = ResourceBundle.getBundle("tdenginewritermsg", local);
-        String msg = bundle.getString("try_get_schema_fromdb");
-        Assert.assertEquals("无法从配置文件获取表结构信息，尝试从数据库获取", msg);
-    }
-
-    @Test
-    public void  testDefaultMessage() {
-        ResourceBundle bundle = ResourceBundle.getBundle("tdenginewritermsg", Locale.getDefault());
-        String msg = bundle.getString("try_get_schema_fromdb");
-        System.out.println(msg);
-    }
-}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
new file mode 100644
index 00000000..4a662711
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
@@ -0,0 +1,70 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.sql.*;
+import java.text.SimpleDateFormat;
+import java.util.Random;
+
+public class Mysql2TDengineTest {
+
+    private static final String host1 = "192.168.56.105";
+    private static final String host2 = "192.168.1.93";
+    private static final Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void mysql2tdengine() throws Throwable {
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/m2t-1.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Before
+    public void before() throws SQLException {
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
+        String ts = sdf.format(new Date(System.currentTimeMillis()));
+
+        final String url = "jdbc:mysql://" + host1 + ":3306/?useSSL=false&useUnicode=true&charset=UTF-8&generateSimpleParameterMetadata=true";
+        try (Connection conn = DriverManager.getConnection(url, "root", "123456")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1");
+            stmt.execute("use db1");
+            stmt.execute("create table stb1(id int primary key AUTO_INCREMENT, " +
+                    "f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
+                    "f5 float, f6 double, " +
+                    "ts timestamp, dt datetime," +
+                    "f7 nchar(100), f8 varchar(100))");
+            for (int i = 1; i <= 10; i++) {
+                String sql = "insert into stb1(f1, f2, f3, f4, f5, f6, ts, dt, f7, f8) values(" +
+                        i + "," + random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextInt(100) + "," +
+                        random.nextFloat() + "," + random.nextDouble() + ", " +
+                        "'" + ts + "', '" + ts + "', " +
+                        "'中国北京朝阳望京abc', '中国北京朝阳望京adc')";
+                stmt.execute(sql);
+            }
+
+            stmt.close();
+        }
+
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041/";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.stb2(" +
+                    "ts timestamp, dt timestamp, " +
+                    "f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
+                    "f5 float, f6 double, " +
+                    "f7 nchar(100), f8 nchar(100))");
+
+            stmt.close();
+        }
+
+    }
+
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
new file mode 100644
index 00000000..879eec26
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
@@ -0,0 +1,36 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.sql.*;
+
+public class Opentsdb2TDengineTest {
+
+    @Test
+    public void opentsdb2tdengine() throws SQLException {
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/opentsdb2tdengine.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        try {
+            Engine.entry(params);
+        } catch (Throwable e) {
+            e.printStackTrace();
+        }
+
+        // assert
+        String jdbcUrl = "jdbc:TAOS://192.168.56.105:6030/test?timestampFormat=TIMESTAMP";
+        try (Connection conn = DriverManager.getConnection(jdbcUrl, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            ResultSet rs = stmt.executeQuery("select count(*) from weather_temperature");
+            int rows = 0;
+            while (rs.next()) {
+                rows = rs.getInt("count(*)");
+            }
+            Assert.assertEquals(5, rows);
+            stmt.close();
+        }
+    }
+
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Rdbms2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Rdbms2TDengineTest.java
new file mode 100644
index 00000000..6a1170ea
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Rdbms2TDengineTest.java
@@ -0,0 +1,4 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class Rdbms2TDengineTest {
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
new file mode 100644
index 00000000..0110be48
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
@@ -0,0 +1,68 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.sql.*;
+import java.util.Random;
+
+public class TDengine2TDengineTest {
+
+    private static final String host1 = "192.168.56.105";
+    private static final String host2 = "192.168.1.93";
+    private static final String db1 = "db1";
+    private static final String stb1 = "stb1";
+    private static final String db2 = "db2";
+    private static final String stb2 = "stb2";
+    private static Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void case_01() throws Throwable {
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-1.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void case_02() throws Throwable {
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-2.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Before
+    public void before() throws SQLException {
+        final String url = "jdbc:TAOS-RS://" + host1 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists " + db1);
+            stmt.execute("create database if not exists " + db1);
+            stmt.execute("create table " + db1 + "." + stb1 + " (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
+                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
+                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
+            for (int i = 0; i < 10; i++) {
+                String sql = "insert into " + db1 + ".t" + (i + 1) + " using " + db1 + "." + stb1 + " tags(now+" + i + "s," +
+                        random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextInt(100) + "," +
+                        random.nextInt(100) + "," + random.nextFloat() + "," + random.nextDouble() + "," +
+                        random.nextBoolean() + ",'abc123ABC','北京朝阳望京') values(now+" + i + "s, " +
+                        random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextInt(100) + "," +
+                        random.nextInt(100) + "," + random.nextFloat() + "," + random.nextDouble() + "," +
+                        random.nextBoolean() + ",'abc123ABC','北京朝阳望京')";
+                stmt.execute(sql);
+            }
+        }
+
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists " + db2);
+            stmt.execute("create database if not exists " + db2);
+            stmt.execute("create table " + db2 + "." + stb2 + " (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
+                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
+                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
+            stmt.close();
+        }
+    }
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest3.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest3.java
new file mode 100644
index 00000000..991f7582
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest3.java
@@ -0,0 +1,62 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.sql.*;
+import java.text.SimpleDateFormat;
+import java.util.Random;
+
+public class TDengine2TDengineTest3 {
+
+    private static final String host1 = "192.168.56.105";
+    private static final String host2 = "192.168.1.93";
+    private static Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void case_03() throws Throwable {
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-3.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Before
+    public void before() throws SQLException {
+
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
+        String ts = sdf.format(new Date(System.currentTimeMillis()));
+
+        final String url = "jdbc:TAOS-RS://" + host1 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1");
+            stmt.execute("create table db1.stb1 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
+                    "f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
+                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
+            for (int i = 1; i <= 10; i++) {
+                String sql = "insert into db1.t" + i + " using db1.stb1 tags('" + ts + "'," + i + ",2,3,4,5.0,6.0,true,'abc123ABC','北京朝阳望京') " +
+                        "values(now+" + i + "s, " + random.nextInt(100) + "," + random.nextInt(100) + "," +
+                        random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextFloat() + "," +
+                        random.nextDouble() + "," + random.nextBoolean() + ",'abc123ABC','北京朝阳望京')";
+                stmt.execute(sql);
+            }
+        }
+
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.stb2 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
+                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
+                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
+
+            stmt.execute("create table db2.t1 using db2.stb2 tags('" + ts + "',1,2,3,4,5.0,6.0,true,'abc123ABC','北京朝阳望京')");
+            stmt.close();
+        }
+
+    }
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest4.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest4.java
new file mode 100644
index 00000000..46ce0fdf
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest4.java
@@ -0,0 +1,57 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.sql.*;
+import java.text.SimpleDateFormat;
+import java.util.Random;
+
+public class TDengine2TDengineTest4 {
+
+    private static final String host1 = "192.168.56.105";
+    private static final String host2 = "192.168.1.93";
+    private static Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void case_04() throws Throwable {
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-4.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Before
+    public void before() throws SQLException {
+
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
+        String ts = sdf.format(new Date(System.currentTimeMillis()));
+
+        final String url = "jdbc:TAOS-RS://" + host1 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1");
+            stmt.execute("create table db1.weather (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
+                    "f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100))");
+            for (int i = 1; i <= 10; i++) {
+                String sql = "insert into db1.weather values(now+" + i + "s, " + random.nextInt(100) + "," + random.nextInt(100) + "," +
+                        random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextFloat() + "," +
+                        random.nextDouble() + "," + random.nextBoolean() + ",'abc123ABC','北京朝阳望京')";
+                stmt.execute(sql);
+            }
+        }
+
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.weather (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
+                    "f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100))");
+            stmt.close();
+        }
+
+    }
+}
diff --git a/tdenginewriter/src/test/resources/mysql2tdengine.json b/tdenginewriter/src/test/resources/m2t-1.json
similarity index 63%
rename from tdenginewriter/src/test/resources/mysql2tdengine.json
rename to tdenginewriter/src/test/resources/m2t-1.json
index 38485533..dcacb4b2 100644
--- a/tdenginewriter/src/test/resources/mysql2tdengine.json
+++ b/tdenginewriter/src/test/resources/m2t-1.json
@@ -8,16 +8,25 @@
             "username": "root",
             "password": "123456",
             "column": [
-              "*"
+              "ts",
+              "dt",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8"
             ],
             "splitPk": "id",
             "connection": [
               {
                 "table": [
-                  "t"
+                  "stb1"
                 ],
                 "jdbcUrl": [
-                  "jdbc:mysql://192.168.56.105:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
+                  "jdbc:mysql://192.168.56.105:3306/db1?useSSL=false&useUnicode=true&characterEncoding=utf8"
                 ]
               }
             ]
@@ -30,16 +39,22 @@
             "password": "taosdata",
             "column": [
               "ts",
+              "dt",
               "f1",
               "f2",
-              "t1"
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8"
             ],
             "connection": [
               {
                 "table": [
-                  "st"
+                  "stb2"
                 ],
-                "jdbcUrl": "jdbc:TAOS://192.168.56.105:6030/test?timestampFormat=TIMESTAMP"
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
               }
             ],
             "batchSize": 1000,
diff --git a/tdenginewriter/src/test/resources/t2t-1.json b/tdenginewriter/src/test/resources/t2t-1.json
new file mode 100644
index 00000000..5ca04d9a
--- /dev/null
+++ b/tdenginewriter/src/test/resources/t2t-1.json
@@ -0,0 +1,94 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "beginDateTime": "2022-02-15 00:00:00",
+            "endDateTime": "2022-02-16 00:00:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/t2t-2.json b/tdenginewriter/src/test/resources/t2t-2.json
new file mode 100644
index 00000000..18130b6e
--- /dev/null
+++ b/tdenginewriter/src/test/resources/t2t-2.json
@@ -0,0 +1,92 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "beginDateTime": "2022-02-15 00:00:00",
+            "endDateTime": "2022-02-16 00:00:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.1.93:6030/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/t2t-3.json b/tdenginewriter/src/test/resources/t2t-3.json
new file mode 100644
index 00000000..e0a22959
--- /dev/null
+++ b/tdenginewriter/src/test/resources/t2t-3.json
@@ -0,0 +1,92 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "beginDateTime": "2022-02-15 00:00:00",
+            "endDateTime": "2022-02-16 00:00:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "t1"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.1.93:6030/db2?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/t2t-4.json b/tdenginewriter/src/test/resources/t2t-4.json
new file mode 100644
index 00000000..9f1533b1
--- /dev/null
+++ b/tdenginewriter/src/test/resources/t2t-4.json
@@ -0,0 +1,72 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9"
+            ],
+            "beginDateTime": "2022-02-15 00:00:00",
+            "endDateTime": "2022-02-16 00:00:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/tdengine2tdengine.json b/tdenginewriter/src/test/resources/tdengine2tdengine.json
deleted file mode 100644
index f0d0092d..00000000
--- a/tdenginewriter/src/test/resources/tdengine2tdengine.json
+++ /dev/null
@@ -1,51 +0,0 @@
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "tdenginereader",
-          "parameter": {
-            "username": "root",
-            "password": "taosdata",
-            "connection": [
-              {
-                "table": [
-                  "meters"
-                ],
-                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test?timestampFormat=TIMESTAMP"
-              }
-            ],
-            "column": [
-              "ts",
-              "current",
-              "voltage",
-              "phase",
-              "groupid",
-              "location"
-            ],
-            "beginDateTime": "2017-07-14 10:40:00",
-            "endDateTime": "2017-08-14 10:40:00",
-            "splitInterval": "1d"
-          }
-        },
-        "writer": {
-          "name": "tdenginewriter",
-          "parameter": {
-            "host": "192.168.56.105",
-            "port": 6030,
-            "dbName": "test2",
-            "username": "root",
-            "password": "taosdata",
-            "batchSize": 1000,
-            "stable": "meters"
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
\ No newline at end of file

From d722f302eb6f2df01832493fbf12b17462fc766b Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Mon, 14 Feb 2022 20:23:19 +0800
Subject: [PATCH 146/251] remove db and table info from stream load label

---
 .../starrockswriter/manager/StarRocksWriterManager.java  | 9 ++-------
 1 file changed, 2 insertions(+), 7 deletions(-)

diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
index 405b248b..7162e413 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -24,7 +24,6 @@ public class StarRocksWriterManager {
 
     private final StarRocksStreamLoadVisitor starrocksStreamLoadVisitor;
     private final StarRocksWriterOptions writerOptions;
-    private static final String HYPHEN = "-";
 
     private final List<byte[]> buffer = new ArrayList<>();
     private int batchCount = 0;
@@ -123,13 +122,9 @@ public class StarRocksWriterManager {
     public String createBatchLabel() {
         StringBuilder sb = new StringBuilder();
         if (!Strings.isNullOrEmpty(writerOptions.getLabelPrefix())) {
-            sb.append(writerOptions.getLabelPrefix()).append(HYPHEN);
+            sb.append(writerOptions.getLabelPrefix());
         }
-        return sb.append(writerOptions.getDatabase())
-            .append(HYPHEN)
-            .append(writerOptions.getTable())
-            .append(HYPHEN)
-            .append(UUID.randomUUID().toString())
+        return sb.append(UUID.randomUUID().toString())
             .toString();
     }
 

From 0680ce2e9708dc790f19e04a0cf4cf74e7e89e8f Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Fri, 18 Feb 2022 14:13:03 +0800
Subject: [PATCH 147/251] change

---
 tdenginewriter/pom.xml                        |   9 ++
 .../tdenginewriter/DefaultDataHandler.java    |  16 ++-
 .../tdenginewriter/DM2TDengineTest.java       | 122 ++++++++++++++++++
 .../DefaultDataHandlerTest.java               |  82 ++++++++++--
 .../DefaultDataHandlerTest2.java              |  87 -------------
 .../tdenginewriter/Opentsdb2TDengineTest.java |   2 +-
 .../tdenginewriter/Rdbms2TDengineTest.java    |   4 -
 .../tdenginewriter/TDengine2TDengineTest.java |  99 +++++++++++---
 .../TDengine2TDengineTest3.java               |  62 ---------
 .../TDengine2TDengineTest4.java               |  57 --------
 .../src/test/resources/dm-schema.sql          |  13 ++
 tdenginewriter/src/test/resources/dm2t-1.json |  62 +++++++++
 tdenginewriter/src/test/resources/dm2t-2.json |  62 +++++++++
 tdenginewriter/src/test/resources/dm2t-3.json |  76 +++++++++++
 tdenginewriter/src/test/resources/dm2t-4.json |  61 +++++++++
 .../{opentsdb2tdengine.json => o2t-1.json}    |   0
 tdenginewriter/src/test/resources/t2t-4.json  |   2 +-
 17 files changed, 572 insertions(+), 244 deletions(-)
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
 delete mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java
 delete mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Rdbms2TDengineTest.java
 delete mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest3.java
 delete mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest4.java
 create mode 100644 tdenginewriter/src/test/resources/dm-schema.sql
 create mode 100644 tdenginewriter/src/test/resources/dm2t-1.json
 create mode 100644 tdenginewriter/src/test/resources/dm2t-2.json
 create mode 100644 tdenginewriter/src/test/resources/dm2t-3.json
 create mode 100644 tdenginewriter/src/test/resources/dm2t-4.json
 rename tdenginewriter/src/test/resources/{opentsdb2tdengine.json => o2t-1.json} (100%)

diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 459ad0b7..9dd3aa02 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -74,6 +74,15 @@
             <version>5.1.49</version>
             <scope>test</scope>
         </dependency>
+        <!-- 添加 dm8 jdbc jar 包依赖-->
+        <dependency>
+            <groupId>com.dameng</groupId>
+            <artifactId>dm-jdbc</artifactId>
+            <version>1.8</version>
+            <scope>system</scope>
+            <systemPath>/Users/yangzy/IdeaProjects/DataX/tdenginewriter/src/test/resources/DmJdbcDriver18.jar
+            </systemPath>
+        </dependency>
 
     </dependencies>
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index addda9cf..4068be42 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -180,9 +180,21 @@ public class DefaultDataHandler implements DataHandler {
 
     private String buildColumnValue(ColumnMeta colMeta, Record record) {
         Column column = record.getColumn(indexOf(colMeta.field));
+        TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
         switch (column.getType()) {
-            case DATE:
-                return "'" + column.asString() + "'";
+            case DATE: {
+                Date value = column.asDate();
+                switch (timestampPrecision) {
+                    case MILLISEC:
+                        return "" + (value.getTime());
+                    case MICROSEC:
+                        return "" + (value.getTime() * 1000);
+                    case NANOSEC:
+                        return "" + (value.getTime() * 1000_000);
+                    default:
+                        return "'" + column.asString() + "'";
+                }
+            }
             case BYTES:
             case STRING:
                 if (colMeta.type.equals("TIMESTAMP"))
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
new file mode 100644
index 00000000..0eb91deb
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
@@ -0,0 +1,122 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.sql.*;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+
+public class DM2TDengineTest {
+
+    private String host1 = "192.168.0.72";
+    private String host2 = "192.168.1.93";
+    private final Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void dm2t_case01() throws Throwable {
+        // given
+        createSupTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/dm2t-1.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void dm2t_case02() throws Throwable {
+        // given
+        createSupAndSubTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/dm2t-2.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void dm2t_case03() throws Throwable {
+        // given
+        createTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/dm2t-3.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void dm2t_case04() throws Throwable {
+        // given
+        createSupTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/dm2t-4.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    private void createSupTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists  db2");
+            stmt.execute("create table db2.stb2(ts timestamp, f2 smallint, f4 bigint,f5 float, " +
+                    "f6 double, f7 double, f8 bool, f9 nchar(100), f10 nchar(200)) tags(f1 tinyint,f3 int)");
+            stmt.close();
+        }
+    }
+
+    private void createSupAndSubTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists  db2");
+            stmt.execute("create table db2.stb2(ts timestamp, f2 smallint, f4 bigint,f5 float, " +
+                    "f6 double, f7 double, f8 bool, f9 nchar(100), f10 nchar(200)) tags(f1 tinyint,f3 int)");
+            for (int i = 0; i < 10; i++) {
+                stmt.execute("create table db2.t" + (i + 1) + "_" + i + " using db2.stb2 tags(" + (i + 1) + "," + i + ")");
+            }
+            stmt.close();
+        }
+    }
+
+    private void createTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists  db2");
+            stmt.execute("create table db2.stb2(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint,f5 float, " +
+                    "f6 double, f7 double, f8 bool, f9 nchar(100), f10 nchar(200))");
+            stmt.close();
+        }
+    }
+
+    @Before
+    public void before() throws SQLException, ClassNotFoundException {
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
+        long ts = System.currentTimeMillis();
+
+        final String url = "jdbc:dm://" + host1 + ":5236";
+        try (Connection conn = DriverManager.getConnection(url, "TESTUSER", "test123456")) {
+            conn.setAutoCommit(true);
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop table if exists stb1");
+            stmt.execute("create table stb1(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, " +
+                    "f6 double, f7 NUMERIC(10,2), f8 BIT, f9 VARCHAR(100), f10 VARCHAR2(200))");
+            for (int i = 0; i < 10; i++) {
+                String sql = "insert into stb1 values('" + sdf.format(new Date(ts + i * 1000)) + "'," + (i + 1) + "," +
+                        random.nextInt(100) + "," + i + ",4,5.55,6.666,7.77," + (random.nextBoolean() ? 1 : 0) +
+                        ",'abcABC123','北京朝阳望京DM')";
+                stmt.execute(sql);
+            }
+        }
+    }
+
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
index 733698a7..3657a4f7 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
@@ -22,12 +22,13 @@ import java.util.stream.IntStream;
 
 public class DefaultDataHandlerTest {
 
-    private static final String host = "192.168.56.105";
+    private static final String host = "192.168.1.93";
     private static Connection conn;
 
     @Test
-    public void writeSupTableBySQL() {
+    public void writeSupTableBySQL() throws SQLException {
         // given
+        createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
@@ -55,6 +56,7 @@ public class DefaultDataHandlerTest {
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
         handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
 
@@ -63,8 +65,9 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSupTableBySQL_2() {
+    public void writeSupTableBySQL_2() throws SQLException {
         // given
+        createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
@@ -91,6 +94,7 @@ public class DefaultDataHandlerTest {
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
         handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
 
@@ -99,8 +103,49 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSubTableWithTableName() {
+    public void writeSupTableBySchemaless() throws SQLException {
         // given
+        createSupTable();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"stb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS://" + host + ":6030/scm_test\"," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        String jdbcUrl = configuration.getString("jdbcUrl");
+        Connection connection = DriverManager.getConnection(jdbcUrl, "root", "taosdata");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new StringColumn("t" + i + " 22"));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(connection);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
+
+        int count = handler.writeBatch(connection, recordList);
+
+        // then
+        Assert.assertEquals(10, count);
+    }
+
+    @Test
+    public void writeSubTableWithTableName() throws SQLException {
+        // given
+        createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
@@ -128,6 +173,7 @@ public class DefaultDataHandlerTest {
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
         handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
 
@@ -136,8 +182,9 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSubTableWithoutTableName() {
+    public void writeSubTableWithoutTableName() throws SQLException {
         // given
+        createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
@@ -165,6 +212,7 @@ public class DefaultDataHandlerTest {
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
         handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
 
@@ -173,8 +221,9 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeNormalTable() {
+    public void writeNormalTable() throws SQLException {
         // given
+        createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
@@ -202,6 +251,7 @@ public class DefaultDataHandlerTest {
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
         handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
 
@@ -209,10 +259,8 @@ public class DefaultDataHandlerTest {
         Assert.assertEquals(10, count);
     }
 
-    @BeforeClass
-    public static void beforeClass() throws SQLException {
-        conn = DriverManager.getConnection("jdbc:TAOS-RS://" + host + ":6041", "root", "taosdata");
-        try (Statement stmt = conn.createStatement()) {
+    private void createSupAndSubTable() throws SQLException {
+        try(Statement stmt = conn.createStatement()){
             stmt.execute("drop database if exists scm_test");
             stmt.execute("create database if not exists scm_test");
             stmt.execute("use scm_test");
@@ -226,6 +274,20 @@ public class DefaultDataHandlerTest {
         }
     }
 
+    private void createSupTable() throws SQLException {
+        try (Statement stmt = conn.createStatement()){
+            stmt.execute("drop database if exists scm_test");
+            stmt.execute("create database if not exists scm_test");
+            stmt.execute("use scm_test");
+            stmt.execute("create table stb1(ts timestamp, f1 int, f2 int) tags(t1 nchar(32))");
+        }
+    }
+
+    @BeforeClass
+    public static void beforeClass() throws SQLException {
+        conn = DriverManager.getConnection("jdbc:TAOS-RS://" + host + ":6041", "root", "taosdata");
+    }
+
     @AfterClass
     public static void afterClass() throws SQLException {
         if (conn != null) {
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java
deleted file mode 100644
index 1ed32d63..00000000
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest2.java
+++ /dev/null
@@ -1,87 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-import com.alibaba.datax.common.element.DateColumn;
-import com.alibaba.datax.common.element.LongColumn;
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.element.StringColumn;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.core.transport.record.DefaultRecord;
-import org.junit.AfterClass;
-import org.junit.Assert;
-import org.junit.BeforeClass;
-import org.junit.Test;
-
-import java.sql.Connection;
-import java.sql.DriverManager;
-import java.sql.SQLException;
-import java.sql.Statement;
-import java.util.List;
-import java.util.Map;
-import java.util.stream.Collectors;
-import java.util.stream.IntStream;
-
-public class DefaultDataHandlerTest2 {
-
-    private static final String host = "192.168.1.93";
-    private static Connection conn;
-
-    @Test
-    public void writeSupTableBySchemaless() throws SQLException {
-
-
-        // given
-        Configuration configuration = Configuration.from("{" +
-                "\"username\": \"root\"," +
-                "\"password\": \"taosdata\"," +
-                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
-                "\"table\":[\"stb1\"]," +
-                "\"jdbcUrl\":\"jdbc:TAOS://" + host + ":6030/scm_test\"," +
-                "\"batchSize\": \"1000\"" +
-                "}");
-
-        String jdbcUrl = configuration.getString("jdbcUrl");
-        Connection connection = DriverManager.getConnection(jdbcUrl, "root", "taosdata");
-        long current = System.currentTimeMillis();
-        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
-            Record record = new DefaultRecord();
-            record.addColumn(new DateColumn(current + 1000 * i));
-            record.addColumn(new LongColumn(1));
-            record.addColumn(new LongColumn(2));
-            record.addColumn(new StringColumn("t" + i + " 22"));
-            return record;
-        }).collect(Collectors.toList());
-
-        // when
-        DefaultDataHandler handler = new DefaultDataHandler(configuration);
-        List<String> tables = configuration.getList("table", String.class);
-        SchemaManager schemaManager = new SchemaManager(connection);
-        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
-        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
-        handler.setTableMetas(tableMetas);
-        handler.setColumnMetas(columnMetas);
-        handler.setSchemaManager(schemaManager);
-
-        int count = handler.writeBatch(connection, recordList);
-
-        // then
-        Assert.assertEquals(10, count);
-    }
-
-    @BeforeClass
-    public static void beforeClass() throws SQLException {
-        conn = DriverManager.getConnection("jdbc:TAOS-RS://" + host + ":6041", "root", "taosdata");
-        try (Statement stmt = conn.createStatement()) {
-            stmt.execute("drop database if exists scm_test");
-            stmt.execute("create database if not exists scm_test");
-            stmt.execute("use scm_test");
-            stmt.execute("create table stb1(ts timestamp, f1 int, f2 int) tags(t1 nchar(32))");
-        }
-    }
-
-    @AfterClass
-    public static void afterClass() throws SQLException {
-        if (conn != null) {
-            conn.close();
-        }
-    }
-}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
index 879eec26..ad326f7e 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
@@ -11,7 +11,7 @@ public class Opentsdb2TDengineTest {
     @Test
     public void opentsdb2tdengine() throws SQLException {
         // when
-        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/opentsdb2tdengine.json"};
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/o2t-1.json"};
         System.setProperty("datax.home", "../target/datax/datax");
         try {
             Engine.entry(params);
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Rdbms2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Rdbms2TDengineTest.java
deleted file mode 100644
index 6a1170ea..00000000
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Rdbms2TDengineTest.java
+++ /dev/null
@@ -1,4 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-public class Rdbms2TDengineTest {
-}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
index 0110be48..9e954633 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
@@ -5,20 +5,21 @@ import org.junit.Before;
 import org.junit.Test;
 
 import java.sql.*;
+import java.text.SimpleDateFormat;
 import java.util.Random;
 
 public class TDengine2TDengineTest {
 
     private static final String host1 = "192.168.56.105";
     private static final String host2 = "192.168.1.93";
-    private static final String db1 = "db1";
-    private static final String stb1 = "stb1";
-    private static final String db2 = "db2";
-    private static final String stb2 = "stb2";
-    private static Random random = new Random(System.currentTimeMillis());
+    private static final Random random = new Random(System.currentTimeMillis());
 
     @Test
     public void case_01() throws Throwable {
+        // given
+        createSupTable();
+
+        // when
         String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-1.json"};
         System.setProperty("datax.home", "../target/datax/datax");
         Engine.entry(params);
@@ -26,24 +27,93 @@ public class TDengine2TDengineTest {
 
     @Test
     public void case_02() throws Throwable {
+        // given
+        createSupTable();
+
+        // when
         String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-2.json"};
         System.setProperty("datax.home", "../target/datax/datax");
         Engine.entry(params);
     }
 
+    @Test
+    public void case_03() throws Throwable {
+        // given
+        createSupAndSubTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-3.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void case_04() throws Throwable {
+        // given
+        createTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-4.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    private void createTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.weather (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
+                    "f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100))");
+            stmt.close();
+        }
+    }
+
+    private void createSupTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.stb2 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
+                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
+                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
+            stmt.close();
+        }
+    }
+
+    private void createSupAndSubTable() throws SQLException {
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
+        final String ts = sdf.format(new Date(System.currentTimeMillis()));
+
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.stb2 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
+                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
+                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
+
+            stmt.execute("create table db2.t1 using db2.stb2 tags('" + ts + "',1,2,3,4,5.0,6.0,true,'abc123ABC','北京朝阳望京')");
+            stmt.close();
+        }
+    }
+
     @Before
     public void before() throws SQLException {
         final String url = "jdbc:TAOS-RS://" + host1 + ":6041";
         try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
             Statement stmt = conn.createStatement();
 
-            stmt.execute("drop database if exists " + db1);
-            stmt.execute("create database if not exists " + db1);
-            stmt.execute("create table " + db1 + "." + stb1 + " (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1");
+            stmt.execute("create table db1.stb1 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
                     " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
                     "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
             for (int i = 0; i < 10; i++) {
-                String sql = "insert into " + db1 + ".t" + (i + 1) + " using " + db1 + "." + stb1 + " tags(now+" + i + "s," +
+                String sql = "insert into db1.t" + (i + 1) + " using db1.stb1 tags(now+" + i + "s," +
                         random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextInt(100) + "," +
                         random.nextInt(100) + "," + random.nextFloat() + "," + random.nextDouble() + "," +
                         random.nextBoolean() + ",'abc123ABC','北京朝阳望京') values(now+" + i + "s, " +
@@ -53,16 +123,5 @@ public class TDengine2TDengineTest {
                 stmt.execute(sql);
             }
         }
-
-        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
-        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
-            Statement stmt = conn.createStatement();
-            stmt.execute("drop database if exists " + db2);
-            stmt.execute("create database if not exists " + db2);
-            stmt.execute("create table " + db2 + "." + stb2 + " (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
-                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
-                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
-            stmt.close();
-        }
     }
 }
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest3.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest3.java
deleted file mode 100644
index 991f7582..00000000
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest3.java
+++ /dev/null
@@ -1,62 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-import com.alibaba.datax.core.Engine;
-import org.junit.Before;
-import org.junit.Test;
-
-import java.sql.*;
-import java.text.SimpleDateFormat;
-import java.util.Random;
-
-public class TDengine2TDengineTest3 {
-
-    private static final String host1 = "192.168.56.105";
-    private static final String host2 = "192.168.1.93";
-    private static Random random = new Random(System.currentTimeMillis());
-
-    @Test
-    public void case_03() throws Throwable {
-        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-3.json"};
-        System.setProperty("datax.home", "../target/datax/datax");
-        Engine.entry(params);
-    }
-
-    @Before
-    public void before() throws SQLException {
-
-        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
-        String ts = sdf.format(new Date(System.currentTimeMillis()));
-
-        final String url = "jdbc:TAOS-RS://" + host1 + ":6041";
-        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
-            Statement stmt = conn.createStatement();
-
-            stmt.execute("drop database if exists db1");
-            stmt.execute("create database if not exists db1");
-            stmt.execute("create table db1.stb1 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
-                    "f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
-                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
-            for (int i = 1; i <= 10; i++) {
-                String sql = "insert into db1.t" + i + " using db1.stb1 tags('" + ts + "'," + i + ",2,3,4,5.0,6.0,true,'abc123ABC','北京朝阳望京') " +
-                        "values(now+" + i + "s, " + random.nextInt(100) + "," + random.nextInt(100) + "," +
-                        random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextFloat() + "," +
-                        random.nextDouble() + "," + random.nextBoolean() + ",'abc123ABC','北京朝阳望京')";
-                stmt.execute(sql);
-            }
-        }
-
-        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
-        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
-            Statement stmt = conn.createStatement();
-            stmt.execute("drop database if exists db2");
-            stmt.execute("create database if not exists db2");
-            stmt.execute("create table db2.stb2 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
-                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
-                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
-
-            stmt.execute("create table db2.t1 using db2.stb2 tags('" + ts + "',1,2,3,4,5.0,6.0,true,'abc123ABC','北京朝阳望京')");
-            stmt.close();
-        }
-
-    }
-}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest4.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest4.java
deleted file mode 100644
index 46ce0fdf..00000000
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest4.java
+++ /dev/null
@@ -1,57 +0,0 @@
-package com.alibaba.datax.plugin.writer.tdenginewriter;
-
-import com.alibaba.datax.core.Engine;
-import org.junit.Before;
-import org.junit.Test;
-
-import java.sql.*;
-import java.text.SimpleDateFormat;
-import java.util.Random;
-
-public class TDengine2TDengineTest4 {
-
-    private static final String host1 = "192.168.56.105";
-    private static final String host2 = "192.168.1.93";
-    private static Random random = new Random(System.currentTimeMillis());
-
-    @Test
-    public void case_04() throws Throwable {
-        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-4.json"};
-        System.setProperty("datax.home", "../target/datax/datax");
-        Engine.entry(params);
-    }
-
-    @Before
-    public void before() throws SQLException {
-
-        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
-        String ts = sdf.format(new Date(System.currentTimeMillis()));
-
-        final String url = "jdbc:TAOS-RS://" + host1 + ":6041";
-        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
-            Statement stmt = conn.createStatement();
-
-            stmt.execute("drop database if exists db1");
-            stmt.execute("create database if not exists db1");
-            stmt.execute("create table db1.weather (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
-                    "f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100))");
-            for (int i = 1; i <= 10; i++) {
-                String sql = "insert into db1.weather values(now+" + i + "s, " + random.nextInt(100) + "," + random.nextInt(100) + "," +
-                        random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextFloat() + "," +
-                        random.nextDouble() + "," + random.nextBoolean() + ",'abc123ABC','北京朝阳望京')";
-                stmt.execute(sql);
-            }
-        }
-
-        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
-        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
-            Statement stmt = conn.createStatement();
-            stmt.execute("drop database if exists db2");
-            stmt.execute("create database if not exists db2");
-            stmt.execute("create table db2.weather (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
-                    "f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100))");
-            stmt.close();
-        }
-
-    }
-}
diff --git a/tdenginewriter/src/test/resources/dm-schema.sql b/tdenginewriter/src/test/resources/dm-schema.sql
new file mode 100644
index 00000000..fcac83e2
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm-schema.sql
@@ -0,0 +1,13 @@
+select tablespace_name from dba_data_files;
+
+create tablespace test datafile '/home/dmdba/dmdbms/data/DAMENG/test.dbf' size 32 autoextend on next 1 maxsize 1024;
+
+create user TESTUSER identified by test123456 default tablespace test;
+
+grant dba to TESTUSER;
+
+select * from user_tables;
+
+drop table if exists stb1;
+
+create table stb1(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, f6 double, f7 NUMERIC(10,2), f8 BIT, f9 VARCHAR(100), f10 VARCHAR2(200));
diff --git a/tdenginewriter/src/test/resources/dm2t-1.json b/tdenginewriter/src/test/resources/dm2t-1.json
new file mode 100644
index 00000000..183786bf
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm2t-1.json
@@ -0,0 +1,62 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select concat(concat(concat('t', f1), '_'),f3) as tbname,* from stb1;"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/dm2t-2.json b/tdenginewriter/src/test/resources/dm2t-2.json
new file mode 100644
index 00000000..dfea82bf
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm2t-2.json
@@ -0,0 +1,62 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select concat(concat(concat('t', f1), '_'),f3) as tbname,* from stb1;"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024,
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "t1_0"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/dm2t-3.json b/tdenginewriter/src/test/resources/dm2t-3.json
new file mode 100644
index 00000000..cd96a536
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm2t-3.json
@@ -0,0 +1,76 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "splitPk": "f1",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024,
+            "where": "1 = 1"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/dm2t-4.json b/tdenginewriter/src/test/resources/dm2t-4.json
new file mode 100644
index 00000000..5f169d5b
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm2t-4.json
@@ -0,0 +1,61 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select * from stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.1.93:6030/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/opentsdb2tdengine.json b/tdenginewriter/src/test/resources/o2t-1.json
similarity index 100%
rename from tdenginewriter/src/test/resources/opentsdb2tdengine.json
rename to tdenginewriter/src/test/resources/o2t-1.json
diff --git a/tdenginewriter/src/test/resources/t2t-4.json b/tdenginewriter/src/test/resources/t2t-4.json
index 9f1533b1..b7716363 100644
--- a/tdenginewriter/src/test/resources/t2t-4.json
+++ b/tdenginewriter/src/test/resources/t2t-4.json
@@ -10,7 +10,7 @@
             "connection": [
               {
                 "table": [
-                  "weather"
+                  "stb1"
                 ],
                 "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1?timestampFormat=TIMESTAMP"
               }

From c2a76420cc07fa20f190b118570f99477eed830f Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Fri, 18 Feb 2022 14:16:22 +0800
Subject: [PATCH 148/251] change

---
 tdenginewriter/pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 9dd3aa02..9ce6899b 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -80,7 +80,7 @@
             <artifactId>dm-jdbc</artifactId>
             <version>1.8</version>
             <scope>system</scope>
-            <systemPath>/Users/yangzy/IdeaProjects/DataX/tdenginewriter/src/test/resources/DmJdbcDriver18.jar
+            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar
             </systemPath>
         </dependency>
 

From e3f9e1219e5f01de7ed234bc5108ce25b5133848 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Fri, 18 Feb 2022 18:34:34 +0800
Subject: [PATCH 149/251] change fastjson version

---
 tdenginewriter/pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 9ce6899b..97c750db 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -23,7 +23,7 @@
         <dependency>
             <groupId>com.alibaba</groupId>
             <artifactId>fastjson</artifactId>
-            <version>1.2.58</version>
+            <version>1.2.78</version>
         </dependency>
 
         <dependency>

From fad2760ca2fd3dc9ff57e85d02c7d7f6b87f78d0 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Sun, 20 Feb 2022 11:27:37 +0800
Subject: [PATCH 150/251] add s2t test case

---
 .../tdenginewriter/Stream2TDengineTest.java   |  69 ++++++
 .../src/test/resources/defaultJob.json        | 211 ++++++++++++++++++
 .../src/test/resources/dm-schema.sql          |  27 ++-
 3 files changed, 302 insertions(+), 5 deletions(-)
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/resources/defaultJob.json

diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
new file mode 100644
index 00000000..cfd77fdf
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
@@ -0,0 +1,69 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+
+public class Stream2TDengineTest {
+
+    private String host2 = "192.168.56.105";
+    private String precision;
+
+    @Test
+    public void s2t_case1() throws Throwable {
+        // given
+        createSupTable("ms");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/defaultJob.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void s2t_case2() throws Throwable {
+        // given
+        createSupTable("us");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/defaultJob.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void s2t_case3() throws Throwable {
+        // given
+        createSupTable("ns");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/defaultJob.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    void createSupTable(String precision) throws SQLException {
+
+        final String url = "jdbc:TAOS-RS://" + host2 + ":6041/";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2 precision '" + precision + "'");
+            stmt.execute("create table db2.stb2(ts1 timestamp, ts2 timestamp,ts3 timestamp,ts4 timestamp,ts5 timestamp," +
+                    "ts6 timestamp,ts7 timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, f6 double," +
+                    "f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp,t2 timestamp,t3 timestamp,t4 timestamp," +
+                    "t5 timestamp,t6 timestamp,t7 timestamp, t8 tinyint, t9 smallint, t10 int, t11 bigint, t12 float," +
+                    "t13 double, t14 bool, t15 binary(100), t16 nchar(100))");
+
+            stmt.close();
+        }
+
+    }
+
+}
diff --git a/tdenginewriter/src/test/resources/defaultJob.json b/tdenginewriter/src/test/resources/defaultJob.json
new file mode 100644
index 00000000..2548fc94
--- /dev/null
+++ b/tdenginewriter/src/test/resources/defaultJob.json
@@ -0,0 +1,211 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "streamreader",
+          "parameter": {
+            "column": [
+              {
+                "type": "string",
+                "value": "tb1"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:01"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:02.123",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSS"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:03.123456",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSSSSS"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:04.123456789",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSSSSSSSS"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:05.123"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:06.123456"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:07.123456789"
+              },
+              {
+                "type": "long",
+                "random": "0, 10"
+              },
+              {
+                "type": "long",
+                "random": "0, 100"
+              },
+              {
+                "type": "long",
+                "random": "0, 1000"
+              },
+              {
+                "type": "long",
+                "random": "0, 10000"
+              },
+              {
+                "type": "double",
+                "random": "0, 10"
+              },
+              {
+                "type": "double",
+                "random": "10, 20"
+              },
+              {
+                "type": "bool",
+                "random": "0, 50"
+              },
+              {
+                "type": "bytes",
+                "random": "0, 10"
+              },
+              {
+                "type": "string",
+                "random": "0, 10"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:01"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:02.123",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSS"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:03.123456",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSSSSS"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:04.123456789",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSSSSSSSS"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:05.123"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:06.123456"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:07.123456789"
+              },
+              {
+                "type": "long",
+                "value": 1
+              },
+              {
+                "type": "long",
+                "value": 2
+              },
+              {
+                "type": "long",
+                "value": 3
+              },
+              {
+                "type": "long",
+                "value": 4
+              },
+              {
+                "type": "double",
+                "value": 5.55
+              },
+              {
+                "type": "double",
+                "value": 6.666666
+              },
+              {
+                "type": "bool",
+                "value": true
+              },
+              {
+                "type": "bytes",
+                "value": "abcABC123"
+              },
+              {
+                "type": "string",
+                "value": "北京朝阳望京"
+              }
+            ],
+            "sliceRecordCount": 10
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts1",
+              "ts2",
+              "ts3",
+              "ts4",
+              "ts5",
+              "ts6",
+              "ts7",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10",
+              "t11",
+              "t12",
+              "t13",
+              "t14",
+              "t15",
+              "t16"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db2"
+              }
+            ],
+            "batchSize": 100,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/dm-schema.sql b/tdenginewriter/src/test/resources/dm-schema.sql
index fcac83e2..d9985b1b 100644
--- a/tdenginewriter/src/test/resources/dm-schema.sql
+++ b/tdenginewriter/src/test/resources/dm-schema.sql
@@ -1,13 +1,30 @@
-select tablespace_name from dba_data_files;
+select tablespace_name
+from dba_data_files;
 
-create tablespace test datafile '/home/dmdba/dmdbms/data/DAMENG/test.dbf' size 32 autoextend on next 1 maxsize 1024;
+create
+tablespace test datafile '/home/dmdba/dmdbms/data/DAMENG/test.dbf' size 32 autoextend on next 1 maxsize 1024;
 
-create user TESTUSER identified by test123456 default tablespace test;
+create
+user TESTUSER identified by test123456 default tablespace test;
 
 grant dba to TESTUSER;
 
-select * from user_tables;
+select *
+from user_tables;
 
 drop table if exists stb1;
 
-create table stb1(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, f6 double, f7 NUMERIC(10,2), f8 BIT, f9 VARCHAR(100), f10 VARCHAR2(200));
+create table stb1
+(
+    ts  timestamp,
+    f1  tinyint,
+    f2  smallint,
+    f3  int,
+    f4  bigint,
+    f5  float,
+    f6  double,
+    f7  NUMERIC(10, 2),
+    f8  BIT,
+    f9  VARCHAR(100),
+    f10 VARCHAR2(200)
+);

From c96256c9a270992293eba61e95379ee2df4201cd Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Sun, 20 Feb 2022 15:20:19 +0800
Subject: [PATCH 151/251] change doc-CN

---
 tdenginewriter/doc/tdenginewriter-CN.md | 433 ++++++++----------------
 1 file changed, 141 insertions(+), 292 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
index a868f8f2..910425c1 100644
--- a/tdenginewriter/doc/tdenginewriter-CN.md
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -4,21 +4,40 @@
 
 ## 1 快速介绍
 
-TDengineWriter插件实现了写入数据到TDengine数据库功能。可用于离线同步其它数据库的数据到TDengine。
+TDengineWriter插件实现了写入数据到TDengine数据库目标表的功能。底层实现上，TDengineWriter通过JDBC连接TDengine，按照TDengine的SQL语法，执行insert语句/schemaless语句，将数据写入TDengine。
+
+TDengineWriter可以作为数据迁移工具供DBA将其它数据库的数据导入到TDengine。
+
+
 
 ## 2 实现原理
 
-TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据reader的类型解析数据。目前有两种写入方式：
+TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，通过JDBC Driver连接TDengine，执行insert语句/schemaless语句，将数据写入TDengine。
 
-1. 对于OpenTSDBReader, TDengineWriter通过JNI方式调用TDengine客户端库文件（taos.lib或taos.dll）中的方法，使用[schemaless的方式](https://www.taosdata.com/cn/documentation/insert#schemaless)写入。
+在TDengine中，table可以分成超级表、子表、普通表三种类型，超级表和子表包括colum和tag，子表的tag列的值为固定值，普通表与关系型数据库中表的概念一致。（详细请参考：[数据模型](https://www.taosdata.com/docs/cn/v2.0/architecture#model) ）
+
+TDengineWriter支持向超级表、子表、普通表中写入数据，按照table的类型和column参数中是否包含tbname，使用以下方法进行写入：
+
+1. table为超级表，column中指定tbname：使用自动建表的insert语句，使用tbname作为子表的名称。
+2. table为超级表，column中未指定tbname：使用schemaless写入，TDengine会根据超级表名、tag值计算一个子表名称。
+3. table为子表：使用insert语句写入，ignoreTagUnmatched参数为true时，忽略record中tag值与table的tag值不一致的数据。
+4. table为普通表：使用insert语句写入。
 
-2. 对于其它数据源,会根据配置生成SQL语句, 通过[taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java)批量写入。
 
-这样区分的原因是OpenTSDBReader将opentsdb的数据统一读取为json字符串，Writer端接收到的数据只有1列。而其它Reader插件一般会把数据放在不同列。
 
 ## 3 功能说明
-### 3.1 从OpenTSDB到TDengine
-#### 3.1.1 配置样例
+### 3.1 配置样例
+
+配置一个写入TDengine的作业
+
+先在TDengine上创建超级表：
+
+```sql
+create database if not exists test;
+create table test.weather (ts timestamp, temperature int, humidity double) tags(is_normal bool, device_id binary(100), address nchar(100));
+```
+
+使用下面的Job配置，将数据写入TDengine：
 
 ```json
 {
@@ -26,286 +45,65 @@ TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，根据rea
     "content": [
       {
         "reader": {
-          "name": "opentsdbreader",
+          "name": "streamreader",
           "parameter": {
-            "endpoint": "http://192.168.1.180:4242",
             "column": [
-              "weather_temperature"
+              {
+                "type": "string",
+                "value": "tb1"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:01"
+              },
+              {
+                "type": "long",
+                "random": "0, 10"
+              },
+              {
+                "type": "double",
+                "random": "0, 10"
+              },
+              {
+                "type": "bool",
+                "random": "0, 50"
+              },
+              {
+                "type": "bytes",
+                "value": "abcABC123"
+              },
+              {
+                "type": "string",
+                "value": "北京朝阳望京"
+              }
             ],
-            "beginDateTime": "2021-01-01 00:00:00",
-            "endDateTime": "2021-01-01 01:00:00"
+            "sliceRecordCount": 1
           }
         },
         "writer": {
           "name": "tdenginewriter",
           "parameter": {
-            "host": "192.168.1.180",
-            "port": 6030,
-            "dbName": "test",
             "username": "root",
-            "password": "taosdata"
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
-```
-
-#### 3.1.2 参数说明
-
-| 参数      | 描述                 | 是否必选 | 默认值   |
-| --------- | -------------------- | -------- | -------- |
-| host      | TDengine实例的host   | 是       | 无       |
-| port      | TDengine实例的port   | 是       | 无       |
-| username      | TDengine实例的用户名 | 否       | root     |
-| password  | TDengine实例的密码   | 否       | taosdata |
-| dbName    | 目的数据库的名称     | 是       | 无       |
-| batchSize | 每次批量插入多少记录 | 否       | 1        |
-
-
-#### 3.1.3 类型转换
-
-目前，由于OpenTSDBReader将opentsdb的数据统一读取为json字符串，TDengineWriter 在做Opentsdb到TDengine的迁移时，按照以下类型进行处理：
-
-| OpenTSDB数据类型 | DataX 内部类型 | TDengine 数据类型 |
-| ---------------- | -------------- | ----------------- |
-| timestamp        | Date           | timestamp         |
-| Integer（value） | Double         | double            |
-| Float（value）   | Double         | double            |
-| String（value）  | String         | binary            |
-| Integer（tag）   | String         | binary            |
-| Float（tag）     | String         | binary            |
-| String（tag）    | String         | binary            |
-
-### 3.2 从MongoDB到TDengine
-
-#### 3.2.1 配置样例
-```json
-{
-    "job": {
-        "setting": {
-            "speed": {
-                "channel": 2
-            }
-        },
-        "content": [
-            {
-                "reader": {
-                    "name": "mongodbreader",
-                    "parameter": {
-                        "address": [
-                            "127.0.0.1:27017"
-                        ],
-                        "userName": "user",
-                        "mechanism": "SCRAM-SHA-1",
-                        "userPassword": "password",
-                        "authDb": "admin",
-                        "dbName": "test",
-                        "collectionName": "stock",
-                        "column": [
-                            {
-                              "name": "stockID",
-                              "type": "string"  
-                            },
-                            {
-                                "name": "tradeTime",
-                                "type": "date"
-                            },
-                            {
-                                "name": "lastPrice",
-                                "type": "double"
-                            },
-                            {
-                              "name": "askPrice1",
-                              "type": "double"
-                            },
-                            {
-                              "name": "bidPrice1",
-                              "type": "double"
-                            },
-                            {
-                                "name": "volume",
-                                "type": "int"
-                            }
-                        ]
-                    }
-                },
-                "writer": {
-                    "name": "tdenginewriter",
-                    "parameter": {
-                        "host": "localhost",
-                        "port": 6030,
-                        "dbName": "test",
-                        "username": "root",
-                        "password": "taosdata",
-                        "stable": "stock",
-                        "tagColumn": {
-                          "industry": "energy",
-                          "stockID": 0
-                        },
-                        "fieldColumn": {
-                          "lastPrice": 2,
-                          "askPrice1": 3,
-                          "bidPrice1": 4,
-                          "volume": 5
-                        },
-                        "timestampColumn": {
-                          "tradeTime": 1
-                        }
-                    }
-                }
-            }
-        ]
-    }
-}
-```
-
-**注：本配置的writer部分同样适用于关系型数据库**
-
-
-#### 3.2.2 参数说明
-| 参数            | 描述                 | 是否必选         | 默认值   | 备注               |
-| --------------- | -------------------- | ---------------- | -------- | ------------------ |
-| host            | TDengine实例的host   | 是               | 无       |
-| port            | TDengine实例的port   | 是               | 无       |
-| username            | TDengine实例的用户名 | 否               | root     |
-| password        | TDengine实例的密码   | 否               | taosdata |
-| dbName          | 目的数据库的名称     | 是               | 无       |
-| batchSize       | 每次批量插入多少记录 | 否               | 1000     |
-| stable          | 目标超级表的名称     | 是(OpenTSDB除外) | 无       |
-| tagColumn       | 格式:{tagName1: tagInd1, tagName2: tagInd2}, 标签列在写插件收到的Record中的位置和列名   | 否               | 无       | 位置索引均从0开始, tagInd如果为字符串, 表示固定标签值，不需要从源数据中获取  |
-| fieldColumn     | 格式:{fdName1: fdInd1, fdName2: fdInd2}, 字段列在写插件收到的Record中的位置和列名   | 否               | 无       |                    |
-| timestampColumn | 格式:{tsColName: tsColIndex}, 时间戳列在写插件收到的Record中的位置和列名 | 否               | 无       | 时间戳列只能有一个 |
-
-示例配置中tagColumn有一个industry，它的值是一个固定的字符串“energy”, 作用是给导入的所有数据加一个值为"energy"的固定标签industry。这个应用场景可以是：在源库中，有多个设备采集的数据分表存储，设备名就是表名，可以用这个机制把设备名称转化为标签。
-
-#### 3.2.3 自动建表规则
-##### 3.2.3.1 超级表创建规则
-
-如果配置了tagColumn、 fieldColumn和timestampColumn将会在插入第一条数据前，自动创建超级表。<br>
-数据列的类型从第1条记录自动推断, 标签列默认类型为`NCHAR(64)`, 比如示例配置，可能生成以下建表语句：
-
-```sql
-CREATE STABLE IF NOT EXISTS market_snapshot (
-  tadetime TIMESTAMP,
-  lastprice DOUBLE,
-  askprice1 DOUBLE,
-  bidprice1 DOUBLE,
-  volume INT
-)
-TAGS(
-  industry NCHAR(64),
-  stockID NCHAR(64)
-);
-```
-
-##### 3.2.3.2 子表创建规则
-
-子表结构与超级表相同，子表表名生成规则：
-1. 将标签的value 组合成为如下的字符串: `tag_value1!tag_value2!tag_value3`。
-2. 计算该字符串的 MD5 散列值 "md5_val"。
-3. "t_md5val"作为子表名。其中的 "t" 是固定的前缀。
-
-#### 3.2.4 用户提前建表
-
-如果你已经创建好目标超级表，那么tagColumn、 fieldColumn和timestampColumn三个字段均可省略, 插件将通过执行通过`describe stableName`获取表结构的信息。
-此时要求接收到的Record中Column的顺序和执行`describe stableName`返回的列顺序相同， 比如通过`describe stableName`返回以下内容：
-```
-             Field              |         Type         |   Length    |   Note   |
-=================================================================================
- ts                             | TIMESTAMP            |           8 |          |
- current                        | DOUBLE               |           8 |          |
- location                      | BINARY                |           10 | TAG      |
-```
-那么插件收到的数据第1列必须代表时间戳，第2列必须代表电流，第3列必须代表位置。
-
-#### 3.2.5 注意事项
-
-1. tagColumn、 fieldColumn和timestampColumn三个字段用于描述目标表的结构信息，这三个配置字段必须同时存在或同时省略。
-2. 如果存在以上三个配置，且目标表也已经存在，则两者必须一致。**一致性**由用户自己保证，插件不做检查。不一致可能会导致插入失败或插入数据错乱。
-
-#### 3.2.6 类型转换
-
-| MongoDB 数据类型 | DataX 内部类型 | TDengine 数据类型 |
-| ---------------- | -------------- | ----------------- |
-| int, Long        | Long           | BIGINT            |
-| double           | Double         | DOUBLE            |
-| string, array    | String         | NCHAR(64)         |
-| date             | Date           | TIMESTAMP         |
-| boolean          | Boolean        | BOOL              |
-| bytes            | Bytes          | BINARY(64)          |
-
-### 3.3 从关系型数据库到TDengine
-writer部分的配置规则和上述MongoDB的示例是一样的，这里给出一个MySQL的示例。
-
-#### 3.3.1 MySQL中表结构
-```sql
-CREATE TABLE IF NOT EXISTS weather(
-    station varchar(100),
-    latitude DOUBLE,
-    longtitude DOUBLE,
-    `date` DATE,
-    TMAX int,
-    TMIN int
-)
-```
-
-#### 3.3.2 配置文件示例
-
-```json 
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "mysqlreader",
-          "parameter": {
-            "username": "root",
-            "password": "passw0rd",
+            "password": "taosdata",
             "column": [
-              "*"
+              "tbname",
+              "ts",
+              "temperature",
+              "humidity",
+              "is_normal",
+              "device_id",
+              "address"
             ],
-            "splitPk": "station",
             "connection": [
               {
                 "table": [
                   "weather"
                 ],
-                "jdbcUrl": [
-                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
-                ]
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test"
               }
-            ]
-          }
-        },
-        "writer": {
-          "name": "tdenginewriter",
-          "parameter": {
-            "host": "127.0.0.1",
-            "port": 6030,
-            "dbName": "test",
-            "username": "root",
-            "password": "taosdata",
-            "batchSize": 1000,
-            "stable": "weather",
-            "tagColumn": {
-              "station": 0
-            },
-            "fieldColumn": {
-              "latitude": 1,
-              "longtitude": 2,
-              "tmax": 4,
-              "tmin": 5
-            },
-            "timestampColumn":{
-              "date": 3
-            }
+            ],
+            "batchSize": 100,
+            "ignoreTagsUnmatched": true
           }
         }
       }
@@ -319,6 +117,72 @@ CREATE TABLE IF NOT EXISTS weather(
 }
 ```
 
+### 3.2 参数说明
+
+* jdbcUrl
+  * 描述：数据源的JDBC连接信息，TDengine的JDBC信息请参考：[Java连接器的使用](https://www.taosdata.com/docs/cn/v2.0/connector/java#url)
+  * 必选：是
+  * 默认值：无
+* username
+  * 描述：用户名
+  * 必选：是
+  * 默认值：无
+* password
+  * 描述：用户名的密码
+  * 必选：是
+  * 默认值：无
+* table
+  * 描述：表名的集合，table应该包含column参数中的所有列（tbname除外）。注意，column中的tbname会被当作TDengine中子表名使用。
+  * 必选：是
+  * 默认值：无
+* column
+  * 描述：字段名的集合，字段的顺序应该与record中column的
+  * 必选：是
+  * 默认值：无
+* batchSize
+  * 描述：
+  * 必选：否
+  * 默认值：1
+* ignoreTagsUnmatched
+  * 描述：当table为TDengine中的一张子表，table具有tag值。如果数据的tag值与table的tag值不想等，数据不写入到table中。
+  * 必选：否
+  * 默认值：false
+
+
+### 3.3 类型转换
+
+datax中的数据类型，可以映射到TDengine的数据类型
+
+| DataX 内部类型 | TDengine 数据类型                         |
+| -------------- | ----------------------------------------- |
+| INT            | TINYINT, SMALLINT, INT                    |
+| LONG           | TIMESTAMP, TINYINT, SMALLINT, INT, BIGINT |
+| DOUBLE         | FLOAT, DOUBLE                             |
+| STRING         | TIMESTAMP, BINARY, NCHAR                  |
+| BOOL           | BOOL                                      |
+| DATE           | TIMESTAMP                                 |
+| BYTES          | BINARY                                    |
+
+
+
+### 3.4 各数据源到TDengine的参考示例
+
+下面是一些数据源到TDengine进行数据迁移的示例
+
+| 数据迁移示例       | 配置的示例                                                   |
+| ------------------ | ------------------------------------------------------------ |
+| TDengine到TDengine | [超级表到超级表，指定tbname](../src/test/resources/t2t-1.json) |
+| TDengine到TDengine | [超级表到超级表，不指定tbname](../src/test/resources/t2t-2.json) |
+| TDengine到TDengine | [超级表到子表](../src/test/resources/t2t-3.json)             |
+| TDengine到TDengine | [普通表到普通表](../src/test/resources/t2t-4.json)           |
+| RDBMS到TDengine    | [普通表到超级表，指定tbname](../src/test/resources/dm2t-1.json) |
+| RDBMS到TDengine    | [普通表到超级表，不指定tbname](../src/test/resources/dm2t-2.json) |
+| RDBMS到TDengine    | [普通表到子表](../src/test/resources/dm2t-3.json)            |
+| RDBMS到TDengine    | [普通表到普通表](../src/test/resources/dm2t-4.json)          |
+| OpenTSDB到TDengine | [metric到普通表](../src/test/resources/o2t-1.json)           |
+
+
+
 
 ## 4 性能报告
 
@@ -362,44 +226,29 @@ CREATE TABLE IF NOT EXISTS weather(
 
 说明：
 
-1. 这里的单表，主键类型为 bigint(20),自增。
-2. batchSize 和 通道个数，对性能影响较大。
-3. 16通道，4096批量提交时，出现 full gc 2次。
+1. 
 
 #### 4.2.4 性能测试小结
 
 
+
+
 ## 5 约束限制
 
-1. 本插件自动创建超级表时NCHAR类型的长度固定为64，对于包含长度大于64的字符串的数据源，将不支持。
-2. 标签列不能包含null值，如果包含会被过滤掉。
+1. 
+
+
 
 ## FAQ
 
-### 如何选取要同步的数据的范围？
-
-数据范围的选取在Reader插件端配置，对于不同的Reader插件配置方法往往不同。比如对于mysqlreader， 可以用sql语句指定数据范围。对于opentsdbreader, 用beginDateTime和endDateTime两个配置项指定数据范围。
-
-### 如何一次导入多张源表？
-
-如果Reader插件支持一次读多张表，Writer插件就能一次导入多张表。如果Reader不支持多多张表，可以建多个job，分别导入。Writer插件只负责写数据。
-
 ### 一张源表导入之后对应TDengine中多少张表？
 
 这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超级表就有多少子表。
 
 ### 源表和目标表的字段顺序一致吗？
 
-TDengine要求每个表第一列是时间戳列，后边是普通字段，最后是标签列。如果源表不是这个顺序，插件在自动建表时会自动调整。
+是的，TDengineWriter按照column中字段的顺序解析来自datax的数据。
 
 ### 插件如何确定各列的数据类型？
 
 根据收到的第一批数据自动推断各列的类型。
-
-### 为什么插入10年前的数据会抛异常`TDengine ERROR (2350): failed to execute batch bind` ?
-
-因为创建数据库的时候，默认保留10年的数据。可以手动指定要保留多长时间的数据，比如:`CREATE DATABASE power KEEP 36500;`。
-
-### 如果编译的时候某些插件的依赖找不到怎么办？
-
-如果这个插件不是必须的，可以注释掉根目录下的pom.xml中的对应插件。
\ No newline at end of file

From 7436176b27a6f3120b05e7b8cf73826ab95e2112 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Sun, 20 Feb 2022 16:49:48 +0800
Subject: [PATCH 152/251] change doc

---
 tdenginewriter/doc/tdenginewriter-CN.md |  10 +-
 tdenginewriter/doc/tdenginewriter.md    | 439 ++++++++----------------
 2 files changed, 141 insertions(+), 308 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
index 910425c1..d06669b9 100644
--- a/tdenginewriter/doc/tdenginewriter-CN.md
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -140,7 +140,7 @@ create table test.weather (ts timestamp, temperature int, humidity double) tags(
   * 必选：是
   * 默认值：无
 * batchSize
-  * 描述：
+  * 描述：每batchSize条record为一个batch进行写入
   * 必选：否
   * 默认值：1
 * ignoreTagsUnmatched
@@ -241,14 +241,6 @@ datax中的数据类型，可以映射到TDengine的数据类型
 
 ## FAQ
 
-### 一张源表导入之后对应TDengine中多少张表？
-
-这是由tagColumn决定的，如果所有tag列的值都相同，那么目标表只有一个。源表有多少不同的tag组合，目标超级表就有多少子表。
-
 ### 源表和目标表的字段顺序一致吗？
 
 是的，TDengineWriter按照column中字段的顺序解析来自datax的数据。
-
-### 插件如何确定各列的数据类型？
-
-根据收到的第一批数据自动推断各列的类型。
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
index 6f19c112..ba6d1ea8 100644
--- a/tdenginewriter/doc/tdenginewriter.md
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -4,18 +4,42 @@
 
 ## 1 Quick Introduction
 
-TDengineWriter Plugin writes data to [TDengine](https://www.taosdata.com/en/). It can be used to offline synchronize data from other databases to TDengine.
+The TDengineWriter plugin enables writing data to the target table of the TDengine database. At the bottom level, TDengineWriter connects TDengine through JDBC, executes insert statement /schemaless statement according to TDengine SQL syntax, and writes data to TDengine.
+
+TDengineWriter can be used as a data migration tool for DBAs to import data from other databases into TDengine.
+
+
 
 ## 2 Implementation
 
-TDengineWriter get records from DataX Framework that are generated from reader side. It has two whiting strategies:
+TDengineWriter obtains the protocol data generated by Reader through DataX framework, connects to TDengine through JDBC Driver, executes insert statement /schemaless statement, and writes the data to TDengine.
+
+In TDengine, table can be divided into super table, sub-table and ordinary table. Super table and sub-table include Colum and Tag. The value of tag column of sub-table is fixed value. (details please refer to: [data model](https://www.taosdata.com/docs/cn/v2.0/architecture#model))
+
+The TDengineWriter can write data to super tables, sub-tables, and ordinary tables using the following methods based on the type of the table and whether the column parameter contains TBName:
+
+1. Table is a super table and column specifies tbname: use the automatic insert statement to create the table and use tbname as the name of the sub-table.
+
+2. Table is a super table and column does not contain tbname: use schemaless to write the table. TDengine will auto-create a tbname based on the super table name and tag value.
+
+3. Table is a sub-table: Use insert statement to write, ignoreTagUnmatched parameter is true, ignore data in record whose tag value is inconsistent with that of table.
+
+4. Table is a common table: use insert statement to write data.
+
 
-1. For data from OpenTSDBReader which is in json format, to leverage the new feature of TDengine Server that support writing json data directly called [schemaless writing](https://www.taosdata.com/cn/documentation/insert#schemaless), we use JNI to call functions in `taos.lib` or `taos.dll`.(Since the feature was not included in taos-jdbcdrive until version 2.0.36).
-2. For other data sources, we use [taos-jdbcdriver](https://www.taosdata.com/cn/documentation/connector/java) to write data. If the target table is not exists beforehand, then it will be created automatically according to your configuration.
 
 ## 3 Features Introduction
-### 3.1 From OpenTSDB to TDengine
-#### 3.1.1 Sample Setting
+### 3.1 Sample
+Configure a job to write to TDengine
+
+Create a supertable on TDengine:
+
+```sql
+create database if not exists test;
+create table test.weather (ts timestamp, temperature int, humidity double) tags(is_normal bool, device_id binary(100), address nchar(100));
+```
+
+Write data to TDengine using the following Job configuration:
 
 ```json
 {
@@ -23,286 +47,65 @@ TDengineWriter get records from DataX Framework that are generated from reader s
     "content": [
       {
         "reader": {
-          "name": "opentsdbreader",
+          "name": "streamreader",
           "parameter": {
-            "endpoint": "http://192.168.1.180:4242",
             "column": [
-              "weather_temperature"
+              {
+                "type": "string",
+                "value": "tb1"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:01"
+              },
+              {
+                "type": "long",
+                "random": "0, 10"
+              },
+              {
+                "type": "double",
+                "random": "0, 10"
+              },
+              {
+                "type": "bool",
+                "random": "0, 50"
+              },
+              {
+                "type": "bytes",
+                "value": "abcABC123"
+              },
+              {
+                "type": "string",
+                "value": "北京朝阳望京"
+              }
             ],
-            "beginDateTime": "2021-01-01 00:00:00",
-            "endDateTime": "2021-01-01 01:00:00"
+            "sliceRecordCount": 1
           }
         },
         "writer": {
           "name": "tdenginewriter",
           "parameter": {
-            "host": "192.168.1.180",
-            "port": 6030,
-            "dbName": "test",
             "username": "root",
-            "password": "taosdata"
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
-```
-
-#### 3.1.2 Configuration
-
-| Parameter | Description                    | Required | Default  |
-| --------- | ------------------------------ | -------- | -------- |
-| host      | host of TDengine               | Yes      |          |
-| port      | port of TDengine               | Yes      |          |
-| username      | use name of TDengine           | No       | root     |
-| password  | password of TDengine           | No       | taosdata |
-| dbName    | name of target database        | No       |          |
-| batchSize | batch size of insert operation | No       | 1        |
-
-
-#### 3.1.3 Type Convert
-
-| OpenTSDB Type    | DataX Type | TDengine Type |
-| ---------------- | ---------- | ------------- |
-| timestamp        | Date       | timestamp     |
-| Integer（value） | Double     | double        |
-| Float（value）   | Double     | double        |
-| String（value）  | String     | binary        |
-| Integer（tag）   | String     | binary        |
-| Float（tag）     | String     | binary        |
-| String（tag）    | String     | binary        |
-
-### 3.2 From MongoDB to TDengine
-
-#### 3.2.1 Sample Setting
-```json
-{
-    "job": {
-        "setting": {
-            "speed": {
-                "channel": 2
-            }
-        },
-        "content": [
-            {
-                "reader": {
-                    "name": "mongodbreader",
-                    "parameter": {
-                        "address": [
-                            "127.0.0.1:27017"
-                        ],
-                        "userName": "user",
-                        "mechanism": "SCRAM-SHA-1",
-                        "userPassword": "password",
-                        "authDb": "admin",
-                        "dbName": "test",
-                        "collectionName": "stock",
-                        "column": [
-                            {
-                              "name": "stockID",
-                              "type": "string"  
-                            },
-                            {
-                                "name": "tradeTime",
-                                "type": "date"
-                            },
-                            {
-                                "name": "lastPrice",
-                                "type": "double"
-                            },
-                            {
-                              "name": "askPrice1",
-                              "type": "double"
-                            },
-                            {
-                              "name": "bidPrice1",
-                              "type": "double"
-                            },
-                            {
-                                "name": "volume",
-                                "type": "int"
-                            }
-                        ]
-                    }
-                },
-                "writer": {
-                    "name": "tdenginewriter",
-                    "parameter": {
-                        "host": "localhost",
-                        "port": 6030,
-                        "dbName": "test",
-                        "username": "root",
-                        "password": "taosdata",
-                        "stable": "stock",
-                        "tagColumn": {
-                          "industry": "energy",
-                          "stockID": 0
-                        },
-                        "fieldColumn": {
-                          "lastPrice": 2,
-                          "askPrice1": 3,
-                          "bidPrice1": 4,
-                          "volume": 5
-                        },
-                        "timestampColumn": {
-                          "tradeTime": 1
-                        }
-                    }
-                }
-            }
-        ]
-    }
-}
-```
-
-**Note：the writer part of this setting can also apply to other data source except for OpenTSDB **
-
-
-#### 3.2.2 Configuration
-
-| Parameter       | Description                                                     | Required                 | Default  | Remark              |
-| --------------- | --------------------------------------------------------------- | ------------------------ | -------- | ------------------- |
-| host            | host ofTDengine                                                 | Yes                      |          |
-| port            | port of TDengine                                                | Yes                      |          |
-| username            | username of TDengine                                           | No                       | root     |
-| password        | password of TDengine                                            | No                       | taosdata |
-| dbName          | name of target database                                         | Yes                      |          |
-| batchSize       | batch size of insert operation                                  | No                       | 1000     |
-| stable          | name of target super table                                      | Yes(except for OpenTSDB) |          |
-| tagColumn       | name and position of tag columns in the record from reader, format:{tagName1: tagInd1, tagName2: tagInd2}      | No                       |          | index starts with 0 |
-| fieldColumn     | name and position of data columns in the record from reader, format: {fdName1: fdInd1, fdName2: fdInd2}     | No                       |          |                     |
-| timestampColumn | name and position of timestamp column in the record from reader | No                       |          |                     |
-
-**Note**: You see that the value of tagColumn "industry" is a fixed string, this ia a good feature of this plugin. Think about this scenario: you have many tables with the structure and one table corresponds to one device. You want to use the device number as a tag in the target super table, then this feature is designed for you.
-
-#### 3.2.3 Auto table creating
-##### 3.2.3.1 Rules
-
-If all of `tagColumn`, `fieldColumn` and `timestampColumn` are offered in writer configuration, then target super table will be created automatically.
-The type of tag columns will always be `NCHAR(64)`. The sample setting above will produce following sql:
-
-```sql
-CREATE STABLE IF NOT EXISTS market_snapshot (
-  tadetime TIMESTAMP,
-  lastprice DOUBLE,
-  askprice1 DOUBLE,
-  bidprice1 DOUBLE,
-  volume INT
-)
-TAGS(
-  industry NCHAR(64),
-  stockID NCHAR(64)
-);
-```
-
-##### 3.2.3.2 Sub-table Creating Rules
-
-The structure of sub-tables are the same with structure of super table. The names of sub-tables are generated by rules below:
-1. combine value of tags like this:`tag_value1!tag_value2!tag_value3`.
-2. compute md5 hash hex of  above string, named `md5val`
-3. use "t_md5val" as sub-table name, in which "t" is fixed prefix.
-
-#### 3.2.4 Use Pre-created Table
-
-If you have created super table firstly, then all of tagColumn, fieldColumn and timestampColumn can be omitted. The writer plugin will get table schema by executing `describe stableName`.
-The order of columns of records received by this plugin must be the same as the order of columns returned by `describe stableName`. For example, if you have super table as below:
-```
-             Field              |         Type         |   Length    |   Note   |
-=================================================================================
- ts                             | TIMESTAMP            |           8 |          |
- current                        | DOUBLE               |           8 |          |
- location                      | BINARY                |           10 | TAG      |
-```
-Then the first columns received by this writer plugin must represent timestamp, the second column must represent current with type double, the third column must represent location with internal type string.
-
-#### 3.2.5 Remarks
-
-1. Config keys --tagColumn, fieldColumn and timestampColumn, must be presented or omitted at the same time.  
-2. If above three config keys exist and the target table also exists, then the order of columns defined by the config file and the existed table must be the same.
-
-#### 3.2.6 Type Convert
-
-| MongoDB Type | DataX Type | TDengine Type |
-| ---------------- | -------------- | ----------------- |
-| int, Long        | Long           | BIGINT            |
-| double           | Double         | DOUBLE            |
-| string, array    | String         | NCHAR(64)         |
-| date             | Date           | TIMESTAMP         |
-| boolean          | Boolean        | BOOL              |
-| bytes            | Bytes          | BINARY(64)           |
-
-### 3.3 From Relational Database to TDengine
-
-Take MySQl as example.
-
-#### 3.3.1 Table Structure in MySQL
-```sql
-CREATE TABLE IF NOT EXISTS weather(
-    station varchar(100),
-    latitude DOUBLE,
-    longtitude DOUBLE,
-    `date` DATE,
-    TMAX int,
-    TMIN int
-)
-```
-
-#### 3.3.2 Sample Setting
-
-```json 
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "mysqlreader",
-          "parameter": {
-            "username": "root",
-            "password": "passw0rd",
+            "password": "taosdata",
             "column": [
-              "*"
+              "tbname",
+              "ts",
+              "temperature",
+              "humidity",
+              "is_normal",
+              "device_id",
+              "address"
             ],
-            "splitPk": "station",
             "connection": [
               {
                 "table": [
                   "weather"
                 ],
-                "jdbcUrl": [
-                  "jdbc:mysql://127.0.0.1:3306/test?useSSL=false&useUnicode=true&characterEncoding=utf8"
-                ]
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test"
               }
-            ]
-          }
-        },
-        "writer": {
-          "name": "tdenginewriter",
-          "parameter": {
-            "host": "127.0.0.1",
-            "port": 6030,
-            "dbName": "test",
-            "username": "root",
-            "password": "taosdata",
-            "batchSize": 1000,
-            "stable": "weather",
-            "tagColumn": {
-              "station": 0
-            },
-            "fieldColumn": {
-              "latitude": 1,
-              "longtitude": 2,
-              "tmax": 4,
-              "tmin": 5
-            },
-            "timestampColumn":{
-              "date": 3
-            }
+            ],
+            "batchSize": 100,
+            "ignoreTagsUnmatched": true
           }
         }
       }
@@ -316,41 +119,79 @@ CREATE TABLE IF NOT EXISTS weather(
 }
 ```
 
+### 3.2 Configuration
 
-## 4 Performance Test
+* jdbcUrl
+  * Descrption: Data source JDBC connection information, TDengine JDBC information please refer to: [Java connector](https://www.taosdata.com/docs/cn/v2.0/connector/java#url)
+  * Required: yes
+  * Default: none
+* username
+  * Descrption: username
+  * Required: yes
+  * Default: none
+
+* password
+  * Descrption: password of username
+  * Required: yes
+  * Default: none
+
+* table
+  * Descrption: A list of table names that should contain all of the columns in the column parameter (except tbname). Note that tbname in column is used as the TDengine sub-table name.
+  * Required: yes
+  * Default: none
+
+* column
+  * Descrption: A list of field names, the order of the fields should be the column in the record
+  * Required: yes
+  * Default: none
+
+* batchSize
+  * Descrption: Each batchSize record is written to a batch
+  * Required: no
+  * Default: 1
+
+* ignoreTagsUnmatched
+  * Descrption: When table is a sub-table in TDengine, table has a tag value. If the tag value of the data and the tag value of the table are not equal, the data is not written to the table.
+  * Required: no
+  * Default: false
+
+
+#### 3.3 Type Convert
+
+Data types in datax that can be mapped to data types in TDengine
+
+| DataX Type | TDengine Type                             |
+| ---------- | ----------------------------------------- |
+| INT        | TINYINT, SMALLINT, INT                    |
+| LONG       | TIMESTAMP, TINYINT, SMALLINT, INT, BIGINT |
+| DOUBLE     | FLOAT, DOUBLE                             |
+| STRING     | TIMESTAMP, BINARY, NCHAR                  |
+| BOOL       | BOOL                                      |
+| DATE       | TIMESTAMP                                 |
+| BYTES      | BINARY                                    |
+
+### 3.2 From MongoDB to TDengine
+
+Here are some examples of data sources migrating to TDengine
+
+| Sample               | Configuration                                                |
+| -------------------- | ------------------------------------------------------------ |
+| TDengine to TDengine | [super table to super table with tbname](../src/test/resources/t2t-1.json) |
+| TDengine to TDengine | [super table to super table without tbname](../src/test/resources/t2t-2.json) |
+| TDengine to TDengine | [super table to sub-table](../src/test/resources/t2t-3.json) |
+| TDengine to TDengine | [table to table](../src/test/resources/t2t-4.json)           |
+| RDBMS to TDengine    | [table to super table with tbname](../src/test/resources/dm2t-1.json) |
+| RDBMS to TDengine    | [table to super table without tbname](../src/test/resources/dm2t-2.json) |
+| RDBMS to TDengine    | [table to sub-table](../src/test/resources/dm2t-3.json)      |
+| RDBMS to TDengine    | [table to table](../src/test/resources/dm2t-4.json)          |
+| OpenTSDB to TDengine | [metric to table](../src/test/resources/o2t-1.json)          |
+
+## 4 Restriction
 
-## 5 Restriction
 
-1. NCHAR type has fixed length 64 when auto creating stable.
-2. Rows have null tag values will be dropped.
 
 ## FAQ
 
-### How to filter on source table？
-
-It depends on reader plugin. For different reader plugins, the way may be different.
-
-### How to import multiple source tables at once？
-
-It depends on reader plugin. If the reader plugin supports reading multiple tables at once, then there is no problem. 
-
-### How many sub-tables will be produced?
-
-The number of sub-tables is determined by tagColumns, equals to the number of different combinations of tag values. 
-
 ### Do columns in source table and columns in target table must be in the same order?
 
-No. TDengine require the first column has timestamp type，which is followed by data columns, followed by tag columns. The writer plugin will create super table in this column order, regardless of origin column orders.
-
-### How dose the plugin infer the data type of incoming data?
-
-By the first batch of records it received.
-
-###  Why can't I insert data of 10 years ago? Do this will get error: `TDengine ERROR (2350): failed to execute batch bind`.
-
-Because the database you created only keep 10 years data by default, you can create table like this: `CREATE DATABASE power KEEP 36500;`, in order to enlarge the time period to 100 years.
-
-
-### What should I do if some dependencies of a plugin can't be found?
-
-I this plugin is not necessary for you, just remove it from pom.xml under project's root directory.
+Yes, TDengineWriter parses the data from the Datax in the order of the fields in the column.

From 788cca5ab95d485881c883114f9021887b24229f Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Mon, 21 Feb 2022 13:43:57 +0800
Subject: [PATCH 153/251] change

---
 .../tdenginewriter/Stream2TDengineTest.java     |  4 ++--
 .../src/test/resources/defaultJob.json          | 17 ++++++++++++++++-
 2 files changed, 18 insertions(+), 3 deletions(-)

diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
index cfd77fdf..e54bcbde 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
@@ -12,7 +12,6 @@ import java.sql.Statement;
 public class Stream2TDengineTest {
 
     private String host2 = "192.168.56.105";
-    private String precision;
 
     @Test
     public void s2t_case1() throws Throwable {
@@ -56,7 +55,8 @@ public class Stream2TDengineTest {
             stmt.execute("drop database if exists db2");
             stmt.execute("create database if not exists db2 precision '" + precision + "'");
             stmt.execute("create table db2.stb2(ts1 timestamp, ts2 timestamp,ts3 timestamp,ts4 timestamp,ts5 timestamp," +
-                    "ts6 timestamp,ts7 timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, f6 double," +
+                    "ts6 timestamp,ts7 timestamp, ts8 timestamp, ts9 timestamp, ts10 timestamp, f1 tinyint, f2 smallint," +
+                    "f3 int, f4 bigint, f5 float, f6 double," +
                     "f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp,t2 timestamp,t3 timestamp,t4 timestamp," +
                     "t5 timestamp,t6 timestamp,t7 timestamp, t8 tinyint, t9 smallint, t10 int, t11 bigint, t12 float," +
                     "t13 double, t14 bool, t15 binary(100), t16 nchar(100))");
diff --git a/tdenginewriter/src/test/resources/defaultJob.json b/tdenginewriter/src/test/resources/defaultJob.json
index 2548fc94..2a36dfd0 100644
--- a/tdenginewriter/src/test/resources/defaultJob.json
+++ b/tdenginewriter/src/test/resources/defaultJob.json
@@ -41,6 +41,18 @@
                 "type": "string",
                 "value": "2022-02-20 12:00:07.123456789"
               },
+              {
+                "type": "long",
+                "value": 1645329608000
+              },
+              {
+                "type": "long",
+                "value": 1645329609000000
+              },
+              {
+                "type": "long",
+                "value": 1645329610000000000
+              },
               {
                 "type": "long",
                 "random": "0, 10"
@@ -75,7 +87,7 @@
               },
               {
                 "type": "string",
-                "random": "0, 10"
+                "random": "10, 50"
               },
               {
                 "type": "date",
@@ -162,6 +174,9 @@
               "ts5",
               "ts6",
               "ts7",
+              "ts8",
+              "ts9",
+              "ts10",
               "f1",
               "f2",
               "f3",

From e1590952ec56402a753a0feb8344eef581efcc93 Mon Sep 17 00:00:00 2001
From: dingbo <dingbo8128@163.com>
Date: Mon, 21 Feb 2022 14:37:14 +0800
Subject: [PATCH 154/251] add TDengine to README.md

---
 README.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/README.md b/README.md
index fe5d122c..3cc8f799 100644
--- a/README.md
+++ b/README.md
@@ -62,6 +62,7 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 |              | Elasticsearch       |         |     √     |[写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md)|
 | 时间序列数据库 | OpenTSDB | √ |  |[读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md)|
 |  | TSDB | √ | √ |[读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md)|
+|  | TDengine | √ | √ |[读](https://github.com/taosdata/DataX/blob/master/tdenginereader/doc/tdenginereader.md) 、[写](https://github.com/taosdata/DataX/blob/master/tdenginewriter/doc/tdenginewriter-CN.md)|
 
 # 阿里云DataWorks数据集成
 

From b55d26dca7630cbcb12fea7e54424268828f3332 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Mon, 21 Feb 2022 17:05:56 +0800
Subject: [PATCH 155/251] tdengine writer rebuild

---
 tdenginewriter/pom.xml                            | 15 ---------------
 .../writer/tdenginewriter/DM2TDengineTest.java    |  2 ++
 .../tdenginewriter/DefaultDataHandlerTest.java    |  6 ++----
 .../writer/tdenginewriter/Mysql2TDengineTest.java |  2 ++
 .../tdenginewriter/Opentsdb2TDengineTest.java     |  2 ++
 .../writer/tdenginewriter/SchemaManagerTest.java  |  7 ++-----
 .../tdenginewriter/Stream2TDengineTest.java       |  3 ++-
 .../tdenginewriter/TDengine2TDengineTest.java     |  2 ++
 8 files changed, 14 insertions(+), 25 deletions(-)

diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 97c750db..05fcd4d8 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -68,21 +68,6 @@
             <version>0.0.1-SNAPSHOT</version>
             <scope>test</scope>
         </dependency>
-        <dependency>
-            <groupId>mysql</groupId>
-            <artifactId>mysql-connector-java</artifactId>
-            <version>5.1.49</version>
-            <scope>test</scope>
-        </dependency>
-        <!-- 添加 dm8 jdbc jar 包依赖-->
-        <dependency>
-            <groupId>com.dameng</groupId>
-            <artifactId>dm-jdbc</artifactId>
-            <version>1.8</version>
-            <scope>system</scope>
-            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar
-            </systemPath>
-        </dependency>
 
     </dependencies>
 
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
index 0eb91deb..2ee02ff3 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
@@ -2,6 +2,7 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
 import org.junit.Before;
+import org.junit.Ignore;
 import org.junit.Test;
 
 import java.sql.*;
@@ -9,6 +10,7 @@ import java.text.SimpleDateFormat;
 import java.util.Date;
 import java.util.Random;
 
+@Ignore
 public class DM2TDengineTest {
 
     private String host1 = "192.168.0.72";
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
index 3657a4f7..75debe3c 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
@@ -6,10 +6,7 @@ import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.element.StringColumn;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.core.transport.record.DefaultRecord;
-import org.junit.AfterClass;
-import org.junit.Assert;
-import org.junit.BeforeClass;
-import org.junit.Test;
+import org.junit.*;
 
 import java.sql.Connection;
 import java.sql.DriverManager;
@@ -20,6 +17,7 @@ import java.util.Map;
 import java.util.stream.Collectors;
 import java.util.stream.IntStream;
 
+@Ignore
 public class DefaultDataHandlerTest {
 
     private static final String host = "192.168.1.93";
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
index 4a662711..8cbc2d90 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
@@ -2,12 +2,14 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
 import org.junit.Before;
+import org.junit.Ignore;
 import org.junit.Test;
 
 import java.sql.*;
 import java.text.SimpleDateFormat;
 import java.util.Random;
 
+@Ignore
 public class Mysql2TDengineTest {
 
     private static final String host1 = "192.168.56.105";
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
index ad326f7e..0d212e8a 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
@@ -2,10 +2,12 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
 import org.junit.Assert;
+import org.junit.Ignore;
 import org.junit.Test;
 
 import java.sql.*;
 
+@Ignore
 public class Opentsdb2TDengineTest {
 
     @Test
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
index 6df0de1d..fac1e0f7 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
@@ -1,10 +1,6 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
-import com.alibaba.fastjson.util.TypeUtils;
-import org.junit.AfterClass;
-import org.junit.Assert;
-import org.junit.BeforeClass;
-import org.junit.Test;
+import org.junit.*;
 
 import java.sql.Connection;
 import java.sql.DriverManager;
@@ -14,6 +10,7 @@ import java.util.Arrays;
 import java.util.List;
 import java.util.Map;
 
+@Ignore
 public class SchemaManagerTest {
 
     private static Connection conn;
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
index e54bcbde..613d2aa9 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
@@ -1,7 +1,7 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
-import org.junit.Before;
+import org.junit.Ignore;
 import org.junit.Test;
 
 import java.sql.Connection;
@@ -9,6 +9,7 @@ import java.sql.DriverManager;
 import java.sql.SQLException;
 import java.sql.Statement;
 
+@Ignore
 public class Stream2TDengineTest {
 
     private String host2 = "192.168.56.105";
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
index 9e954633..18efdc14 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
@@ -2,12 +2,14 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
 import org.junit.Before;
+import org.junit.Ignore;
 import org.junit.Test;
 
 import java.sql.*;
 import java.text.SimpleDateFormat;
 import java.util.Random;
 
+@Ignore
 public class TDengine2TDengineTest {
 
     private static final String host1 = "192.168.56.105";

From ea488d20c4fff89588b5c76a2cfb8048e014e4c1 Mon Sep 17 00:00:00 2001
From: Zhiyu Yang <69311263+zyyang-taosdata@users.noreply.github.com>
Date: Thu, 24 Feb 2022 16:59:25 +0800
Subject: [PATCH 156/251] Update DefaultDataHandler.java

---
 .../writer/tdenginewriter/DefaultDataHandler.java    | 12 +++++++++++-
 1 file changed, 11 insertions(+), 1 deletion(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 4068be42..970be3a5 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -47,6 +47,16 @@ public class DefaultDataHandler implements DataHandler {
 
     private Map<String, List<ColumnMeta>> columnMetas;
 
+    
+    static {
+        try {
+            Class.forName("com.taosdata.jdbc.TSDBDriver");
+            Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
+        } catch (ClassNotFoundException e) {
+            e.printStackTrace();
+        }
+    }
+    
     public DefaultDataHandler(Configuration configuration) {
         this.username = configuration.getString(Key.USERNAME, Constants.DEFAULT_USERNAME);
         this.password = configuration.getString(Key.PASSWORD, Constants.DEFAULT_PASSWORD);
@@ -460,4 +470,4 @@ public class DefaultDataHandler implements DataHandler {
                 "cannot find col: " + colName + " in columns: " + columns);
     }
 
-}
\ No newline at end of file
+}

From 740bf010e82db0c2a2afa96dde91a8cfdf913619 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Fri, 25 Feb 2022 10:11:54 +0800
Subject: [PATCH 157/251] [TS-1219]<feature>: incremental synchronization
 scripts of datax

---
 ...tdenginereader.md => tdenginereader-CN.md} |  17 +-
 tdenginereader/pom.xml                        |  34 +++
 .../com/alibaba/datax/plugin/reader/Key.java  |  19 --
 .../datax/plugin/reader/TDengineReader.java   | 216 ++++++++----------
 .../reader/TDengineReaderErrorCode.java       |   7 +-
 .../datax/plugin/reader/TDengine2DMTest.java  |  87 +++++++
 .../plugin/reader/TDengineReaderTest.java     | 106 ++++++---
 tdenginereader/src/test/resources/t2dm.json   |  50 ++++
 tdenginewriter/pom.xml                        |  16 +-
 .../tdenginewriter/DefaultDataHandler.java    |  10 +
 .../plugin/writer/tdenginewriter/Key.java     |   3 +
 .../writer/tdenginewriter/SchemaManager.java  |   2 +-
 .../writer/tdenginewriter/TDengineWriter.java |   2 +-
 .../tdenginewriter/DM2TDengineTest.java       |   2 +-
 .../resources/incremental_sync/clean_env.sh   |   9 +
 .../incremental_sync/dm2t-update.json         |  63 +++++
 .../resources/incremental_sync/dm2t_sync.sh   |  57 +++++
 .../test/resources/incremental_sync/upload.sh |   5 +
 18 files changed, 511 insertions(+), 194 deletions(-)
 rename tdenginereader/doc/{tdenginereader.md => tdenginereader-CN.md} (88%)
 delete mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
 create mode 100644 tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java
 create mode 100644 tdenginereader/src/test/resources/t2dm.json
 create mode 100755 tdenginewriter/src/test/resources/incremental_sync/clean_env.sh
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json
 create mode 100755 tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh
 create mode 100755 tdenginewriter/src/test/resources/incremental_sync/upload.sh

diff --git a/tdenginereader/doc/tdenginereader.md b/tdenginereader/doc/tdenginereader-CN.md
similarity index 88%
rename from tdenginereader/doc/tdenginereader.md
rename to tdenginereader/doc/tdenginereader-CN.md
index 3c683a64..fe0e4877 100644
--- a/tdenginereader/doc/tdenginereader.md
+++ b/tdenginereader/doc/tdenginereader-CN.md
@@ -37,8 +37,7 @@ TDengineReader 通过TDengine的JDBC driver查询获取数据。
               "phase"
             ],
             "beginDateTime": "2017-07-14 10:40:00",
-            "endDateTime": "2017-08-14 10:40:00",
-            "splitInterval": "1d"
+            "endDateTime": "2017-08-14 10:40:00"
           }
         },
         "writer": {
@@ -79,17 +78,12 @@ TDengineReader 通过TDengine的JDBC driver查询获取数据。
     * 必选：是 <br />
     * 默认值：无<br />
 * **beginDateTime**
-    * 描述：数据的开始时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss <br />
-    * 必选：是 <br />
+    * 描述：数据的开始时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss，如果不填为全量同步 <br />
+    * 必选：否 <br />
     * 默认值：无 <br />
 * **endDateTime**
-    * 描述：数据的结束时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss <br />
-    * 必选：是 <br />
-    * 默认值：无 <br />
-* **splitInterval**
-    * 描述：按照splitInterval来划分task, 每splitInterval创建一个task。例如，20d代表按照每20天的数据划分为1个task。
-      可以配置的时间单位为：d（天）, h（小时）, m（分钟）, s（秒） <br />
-    * 必选：是 <br />
+    * 描述：数据的结束时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss，如果不填为全量同步 <br />
+    * 必选：否 <br />
     * 默认值：无 <br />
 
 ### 3.3 类型转换
@@ -106,7 +100,6 @@ TDengineReader 通过TDengine的JDBC driver查询获取数据。
 | BINARY          | Bytes         |
 | NCHAR           | String        |
 
-
 ## 4 性能报告
 
 ### 4.1 环境准备
diff --git a/tdenginereader/pom.xml b/tdenginereader/pom.xml
index ca444bce..69ea0c0d 100644
--- a/tdenginereader/pom.xml
+++ b/tdenginereader/pom.xml
@@ -29,10 +29,29 @@
             </exclusions>
         </dependency>
 
+        <dependency>
+            <groupId>com.alibaba</groupId>
+            <artifactId>fastjson</artifactId>
+            <version>1.2.78</version>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.datax.tdenginewriter</groupId>
+            <artifactId>tdenginewriter</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>compile</scope>
+        </dependency>
+
         <dependency>
             <groupId>com.taosdata.jdbc</groupId>
             <artifactId>taos-jdbcdriver</artifactId>
             <version>2.0.37</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>com.alibaba</groupId>
+                    <artifactId>fastjson</artifactId>
+                </exclusion>
+            </exclusions>
         </dependency>
 
         <dependency>
@@ -47,6 +66,21 @@
             <version>0.0.1-SNAPSHOT</version>
             <scope>compile</scope>
         </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-core</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>test</scope>
+        </dependency>
+        <!-- 添加 dm8 jdbc jar 包依赖-->
+        <dependency>
+            <groupId>com.dameng</groupId>
+            <artifactId>dm-jdbc</artifactId>
+            <version>1.8</version>
+            <scope>system</scope>
+            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar</systemPath>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
deleted file mode 100644
index 95b55386..00000000
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/Key.java
+++ /dev/null
@@ -1,19 +0,0 @@
-package com.alibaba.datax.plugin.reader;
-
-public class Key {
-
-    public static final String JDBC_URL = "jdbcUrl";
-//    public static final String HOST = "host";
-//    public static final String PORT = "port";
-//    public static final String DB = "db";
-    public static final String TABLE = "table";
-    public static final String USER = "username";
-    public static final String PASSWORD = "password";
-    public static final String CONNECTION = "connection";
-//    public static final String SQL = "sql";
-    public static final String BEGIN_DATETIME = "beginDateTime";
-    public static final String END_DATETIME = "endDateTime";
-    public static final String SPLIT_INTERVAL = "splitInterval";
-    public static final String COLUMN = "column";
-    public static final String MANDATORY_ENCODING = "mandatoryEncoding";
-}
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
index f00d879f..6c2f1223 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -1,13 +1,11 @@
 package com.alibaba.datax.plugin.reader;
 
-import com.alibaba.datax.common.constant.CommonConstant;
 import com.alibaba.datax.common.element.*;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.common.spi.Reader;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.datax.plugin.writer.tdenginewriter.Key;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -22,84 +20,77 @@ import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 
 public class TDengineReader extends Reader {
+
     private static final String DATETIME_FORMAT = "yyyy-MM-dd HH:mm:ss";
 
     public static class Job extends Reader.Job {
-
         private static final Logger LOG = LoggerFactory.getLogger(Job.class);
         private Configuration originalConfig;
 
         @Override
         public void init() {
             this.originalConfig = super.getPluginJobConf();
-            // check user
-            String user = this.originalConfig.getString(Key.USER);
-            if (StringUtils.isBlank(user))
-                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.USER + "] is not set.");
+            // check username
+            String username = this.originalConfig.getString(Key.USERNAME);
+            if (StringUtils.isBlank(username))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                        "The parameter [" + Key.USERNAME + "] is not set.");
 
             // check password
             String password = this.originalConfig.getString(Key.PASSWORD);
             if (StringUtils.isBlank(password))
-                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.PASSWORD + "] is not set.");
-
-            SimpleDateFormat format = new SimpleDateFormat(DATETIME_FORMAT);
-            // check beginDateTime
-            String beginDatetime = this.originalConfig.getString(Key.BEGIN_DATETIME);
-            if (StringUtils.isBlank(beginDatetime))
-                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.BEGIN_DATETIME + "] is not set.");
-            Long start;
-            try {
-                start = format.parse(beginDatetime).getTime();
-            } catch (ParseException e) {
-                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.BEGIN_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
-            }
-
-            // check endDateTime
-            String endDatetime = this.originalConfig.getString(Key.END_DATETIME);
-            if (StringUtils.isBlank(endDatetime))
-                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.END_DATETIME + "] is not set.");
-            Long end;
-            try {
-                end = format.parse(endDatetime).getTime();
-            } catch (ParseException e) {
-                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.END_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
-            }
-            if (start >= end)
-                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.BEGIN_DATETIME + "] should be less than the parameter [" + Key.END_DATETIME + "].");
-
-            // check splitInterval
-            String splitInterval = this.originalConfig.getString(Key.SPLIT_INTERVAL);
-            Long split;
-            if (StringUtils.isBlank(splitInterval))
-                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.SPLIT_INTERVAL + "] is not set.");
-            try {
-                split = parseSplitInterval(splitInterval);
-            } catch (Exception e) {
-                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "The parameter [" + Key.SPLIT_INTERVAL + "] should be like: \"123d|h|m|s\", error: " + e.getMessage());
-            }
-
-            this.originalConfig.set(Key.BEGIN_DATETIME, start);
-            this.originalConfig.set(Key.END_DATETIME, end);
-            this.originalConfig.set(Key.SPLIT_INTERVAL, split);
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                        "The parameter [" + Key.PASSWORD + "] is not set.");
 
             // check connection
             List<Object> connection = this.originalConfig.getList(Key.CONNECTION);
             if (connection == null || connection.isEmpty())
-                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.CONNECTION + "] is not set.");
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                        "The parameter [" + Key.CONNECTION + "] is not set.");
             for (int i = 0; i < connection.size(); i++) {
                 Configuration conn = Configuration.from(connection.get(i).toString());
                 List<Object> table = conn.getList(Key.TABLE);
                 if (table == null || table.isEmpty())
-                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.TABLE + "] of connection[" + (i + 1) + "] is not set.");
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                            "The parameter [" + Key.TABLE + "] of connection[" + (i + 1) + "] is not set.");
                 String jdbcUrl = conn.getString(Key.JDBC_URL);
                 if (StringUtils.isBlank(jdbcUrl))
-                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.JDBC_URL + "] of connection[" + (i + 1) + "] is not set.");
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                            "The parameter [" + Key.JDBC_URL + "] of connection[" + (i + 1) + "] is not set.");
             }
-
             // check column
             List<Object> column = this.originalConfig.getList(Key.COLUMN);
             if (column == null || column.isEmpty())
-                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE, "The parameter [" + Key.CONNECTION + "] is not set or is empty.");
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                        "The parameter [" + Key.CONNECTION + "] is not set or is empty.");
+
+            SimpleDateFormat format = new SimpleDateFormat(DATETIME_FORMAT);
+            // check beginDateTime
+            String beginDatetime = this.originalConfig.getString(Key.BEGIN_DATETIME);
+            long start = Long.MIN_VALUE;
+            if (!StringUtils.isBlank(beginDatetime)) {
+                try {
+                    start = format.parse(beginDatetime).getTime();
+                } catch (ParseException e) {
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.BEGIN_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
+                }
+            }
+            // check endDateTime
+            String endDatetime = this.originalConfig.getString(Key.END_DATETIME);
+            long end = Long.MAX_VALUE;
+            if (!StringUtils.isBlank(endDatetime)) {
+                try {
+                    end = format.parse(endDatetime).getTime();
+                } catch (ParseException e) {
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.END_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
+                }
+            }
+            if (start >= end)
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE,
+                        "The parameter [" + Key.BEGIN_DATETIME + "] should be less than the parameter [" + Key.END_DATETIME + "].");
+
         }
 
         @Override
@@ -110,78 +101,58 @@ public class TDengineReader extends Reader {
         @Override
         public List<Configuration> split(int adviceNumber) {
             List<Configuration> configurations = new ArrayList<>();
-            // do split
-            Long start = this.originalConfig.getLong(Key.BEGIN_DATETIME);
-            Long end = this.originalConfig.getLong(Key.END_DATETIME);
-            Long split = this.originalConfig.getLong(Key.SPLIT_INTERVAL);
 
-            List<Object> conns = this.originalConfig.getList(Key.CONNECTION);
-
-            for (Long ts = start; ts < end; ts += split) {
-                for (int i = 0; i < conns.size(); i++) {
-                    Configuration clone = this.originalConfig.clone();
-                    clone.remove(Key.SPLIT_INTERVAL);
-
-                    clone.set(Key.BEGIN_DATETIME, ts);
-                    clone.set(Key.END_DATETIME, Math.min(ts + split, end));
-
-                    Configuration conf = Configuration.from(conns.get(i).toString());
-                    String jdbcUrl = conf.getString(Key.JDBC_URL);
-                    clone.set(Key.JDBC_URL, jdbcUrl);
-                    clone.set(Key.TABLE, conf.getList(Key.TABLE));
-
-                    // 抽取 jdbcUrl 中的 ip/port 进行资源使用的打标，以提供给 core 做有意义的 shuffle 操作
-                    clone.set(CommonConstant.LOAD_BALANCE_RESOURCE_MARK, DataBaseType.parseIpFromJdbcUrl(jdbcUrl));
-                    clone.remove(Key.CONNECTION);
-
-                    configurations.add(clone);
-                    LOG.info("Configuration: {}", JSON.toJSONString(clone));
-                }
+            List<Object> connectionList = this.originalConfig.getList(Key.CONNECTION);
+            for (Object conn : connectionList) {
+                Configuration clone = this.originalConfig.clone();
+                Configuration conf = Configuration.from(conn.toString());
+                String jdbcUrl = conf.getString(Key.JDBC_URL);
+                clone.set(Key.JDBC_URL, jdbcUrl);
+                clone.set(Key.TABLE, conf.getList(Key.TABLE));
+                clone.remove(Key.CONNECTION);
+                configurations.add(clone);
             }
+
+            LOG.info("Configuration: {}", configurations);
             return configurations;
         }
     }
 
     public static class Task extends Reader.Task {
         private static final Logger LOG = LoggerFactory.getLogger(Task.class);
-        private Connection conn;
 
-        private Long startTime;
-        private Long endTime;
+        private Configuration readerSliceConfig;
+        private Connection conn;
         private List<String> tables;
         private List<String> columns;
-        private String mandatoryEncoding;
+
+        private String startTime;
+        private String endTime;
 
         @Override
         public void init() {
-            Configuration readerSliceConfig = super.getPluginJobConf();
-            LOG.info("getPluginJobConf: {}", JSON.toJSONString(readerSliceConfig));
+            this.readerSliceConfig = super.getPluginJobConf();
+            LOG.info("getPluginJobConf: {}", readerSliceConfig);
 
             String url = readerSliceConfig.getString(Key.JDBC_URL);
             if (StringUtils.isBlank(url))
                 throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
                         "The parameter [" + Key.JDBC_URL + "] is not set.");
-
-            tables = readerSliceConfig.getList(Key.TABLE, String.class);
-            columns = readerSliceConfig.getList(Key.COLUMN, String.class);
-
-            String user = readerSliceConfig.getString(Key.USER);
+            String user = readerSliceConfig.getString(Key.USERNAME);
             String password = readerSliceConfig.getString(Key.PASSWORD);
-
             try {
-                conn = DriverManager.getConnection(url, user, password);
+                this.conn = DriverManager.getConnection(url, user, password);
             } catch (SQLException e) {
                 throw DataXException.asDataXException(TDengineReaderErrorCode.CONNECTION_FAILED,
-                        "The parameter [" + Key.JDBC_URL + "] : " + url + " failed to connect since: " + e.getMessage());
+                        "The parameter [" + Key.JDBC_URL + "] : " + url + " failed to connect since: " + e.getMessage(), e);
             }
 
-            this.mandatoryEncoding = readerSliceConfig.getString(Key.MANDATORY_ENCODING, "");
-
-            startTime = readerSliceConfig.getLong(Key.BEGIN_DATETIME);
-            endTime = readerSliceConfig.getLong(Key.END_DATETIME);
+            this.tables = readerSliceConfig.getList(Key.TABLE, String.class);
+            this.columns = readerSliceConfig.getList(Key.COLUMN, String.class);
+            this.startTime = readerSliceConfig.getString(Key.BEGIN_DATETIME);
+            this.endTime = readerSliceConfig.getString(Key.END_DATETIME);
         }
 
-
         @Override
         public void destroy() {
 
@@ -189,18 +160,31 @@ public class TDengineReader extends Reader {
 
         @Override
         public void startRead(RecordSender recordSender) {
+
             try (Statement stmt = conn.createStatement()) {
                 for (String table : tables) {
-                    String sql = "select " + StringUtils.join(columns, ",") + " from " + table
-                            + " where _c0 >= " + startTime + " and _c0 < " + endTime;
+                    StringBuilder sb = new StringBuilder();
+                    sb.append("select ").append(StringUtils.join(columns, ","))
+                            .append(" from ").append(table).append(" ");
+
+                    if (StringUtils.isBlank(startTime)) {
+                        sb.append("where _c0 >= ").append(Long.MIN_VALUE);
+                    } else {
+                        sb.append("where _c0 >= '").append(startTime).append("'");
+                    }
+                    if (!StringUtils.isBlank(endTime)) {
+                        sb.append(" and _c0 < '").append(endTime).append("'");
+                    }
+
+                    String sql = sb.toString();
                     ResultSet rs = stmt.executeQuery(sql);
-                    ResultSetMetaData metaData = rs.getMetaData();
                     while (rs.next()) {
-                        transportOneRecord(recordSender, rs, metaData, metaData.getColumnCount(), this.mandatoryEncoding);
+                        Record record = buildRecord(recordSender, rs, "UTF-8");
+                        recordSender.sendToWriter(record);
                     }
                 }
             } catch (SQLException e) {
-                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "获取或发送数据点的过程中出错！", e);
+                throw DataXException.asDataXException(TDengineReaderErrorCode.RUNTIME_EXCEPTION, e.getMessage(), e);
             } finally {
                 try {
                     if (conn != null)
@@ -211,17 +195,11 @@ public class TDengineReader extends Reader {
             }
         }
 
-        private Record transportOneRecord(RecordSender recordSender, ResultSet rs, ResultSetMetaData metaData, int columnCount, String mandatoryEncoding) {
-            Record record = buildRecord(recordSender, rs, metaData, columnCount, mandatoryEncoding);
-            recordSender.sendToWriter(record);
-            return record;
-        }
-
-        private Record buildRecord(RecordSender recordSender, ResultSet rs, ResultSetMetaData metaData, int columnCount, String mandatoryEncoding) {
+        private Record buildRecord(RecordSender recordSender, ResultSet rs, String mandatoryEncoding) {
             Record record = recordSender.createRecord();
-
             try {
-                for (int i = 1; i <= columnCount; i++) {
+                ResultSetMetaData metaData = rs.getMetaData();
+                for (int i = 1; i <= metaData.getColumnCount(); i++) {
                     int columnType = metaData.getColumnType(i);
                     switch (columnType) {
                         case Types.SMALLINT:
@@ -261,16 +239,16 @@ public class TDengineReader extends Reader {
         }
     }
 
-    private static final long second = 1000;
-    private static final long minute = 60 * second;
-    private static final long hour = 60 * minute;
-    private static final long day = 24 * hour;
-
     private static Long parseSplitInterval(String splitInterval) throws Exception {
+        final long second = 1000;
+        final long minute = 60 * second;
+        final long hour = 60 * minute;
+        final long day = 24 * hour;
+
         Pattern compile = Pattern.compile("^(\\d+)([dhms])$");
         Matcher matcher = compile.matcher(splitInterval);
         while (matcher.find()) {
-            Long value = Long.valueOf(matcher.group(1));
+            long value = Long.parseLong(matcher.group(1));
             if (value == 0)
                 throw new Exception("invalid splitInterval: 0");
             char unit = matcher.group(2).charAt(0);
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
index 68bc11e7..b784ab06 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
@@ -4,9 +4,10 @@ import com.alibaba.datax.common.spi.ErrorCode;
 
 public enum TDengineReaderErrorCode implements ErrorCode {
 
-    REQUIRED_VALUE("TDengineReader-00", "缺失必要的值"),
-    ILLEGAL_VALUE("TDengineReader-01", "值非法"),
-    CONNECTION_FAILED("TDengineReader-02", "连接错误");
+    REQUIRED_VALUE("TDengineReader-00", "parameter value is missing"),
+    ILLEGAL_VALUE("TDengineReader-01", "invalid parameter value"),
+    CONNECTION_FAILED("TDengineReader-02", "connection error"),
+    RUNTIME_EXCEPTION("TDengineWriter-03", "runtime exception");
 
     private final String code;
     private final String description;
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java
new file mode 100644
index 00000000..d9099e01
--- /dev/null
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java
@@ -0,0 +1,87 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.Random;
+
+@Ignore
+public class TDengine2DMTest {
+    private static final String host1 = "192.168.56.105";
+    private static final String host2 = "192.168.0.72";
+
+    private final Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void t2dm_case01() throws Throwable {
+        // given
+        createSupTable("ms");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2dm.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void t2dm_case02() throws Throwable {
+        // given
+        createSupTable("us");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2dm.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void t2dm_case03() throws Throwable {
+        // given
+        createSupTable("ns");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2dm.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    private void createSupTable(String precision) throws SQLException {
+        final String url = "jdbc:TAOS-RS://" + host1 + ":6041/";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1 precision '" + precision + "'");
+            stmt.execute("create table db1.stb1(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, " +
+                    "f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, t3 smallint, " +
+                    "t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(100))");
+
+            for (int i = 1; i <= 10; i++) {
+                stmt.execute("insert into db1.tb" + i + " using db1.stb1 tags(now, " + random.nextInt(10) + "," +
+                        random.nextInt(10) + "," + random.nextInt(10) + "," + random.nextInt(10) + "," +
+                        random.nextFloat() + "," + random.nextDouble() + "," + random.nextBoolean() + ",'abcABC123'," +
+                        "'北京朝阳望京') values(now+" + i + "s, " + random.nextInt(10) + "," + random.nextInt(10) + "," +
+                        +random.nextInt(10) + "," + random.nextInt(10) + "," + random.nextFloat() + "," +
+                        random.nextDouble() + "," + random.nextBoolean() + ",'abcABC123','北京朝阳望京')");
+            }
+            stmt.close();
+        }
+
+        final String url2 = "jdbc:dm://" + host2 + ":5236";
+        try (Connection conn = DriverManager.getConnection(url2, "TESTUSER", "test123456")) {
+            conn.setAutoCommit(true);
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop table if exists stb2");
+            stmt.execute("create table stb2(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, " +
+                    "f6 double, f7 BIT, f8 VARCHAR(100), f9 VARCHAR2(200), t1 timestamp, t2 tinyint, t3 smallint, " +
+                    "t4 int, t5 bigint, t6 float, t7 double, t8 BIT, t9 VARCHAR(100), t10 VARCHAR2(200))");
+        }
+    }
+
+}
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
index d51d4229..da980c5f 100644
--- a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
@@ -1,72 +1,118 @@
 package com.alibaba.datax.plugin.reader;
 
 import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.writer.tdenginewriter.Key;
 import org.junit.Assert;
-import org.junit.Before;
 import org.junit.Test;
 
-import java.text.ParseException;
-import java.text.SimpleDateFormat;
 import java.util.List;
 
 public class TDengineReaderTest {
 
-    TDengineReader.Job job;
-
-    @Before
-    public void before() {
-        job = new TDengineReader.Job();
+    @Test
+    public void jobInit_case01() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
         Configuration configuration = Configuration.from("{" +
-                "\"user\": \"root\"," +
+                "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
                 "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
                 "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
                 "\"beginDateTime\": \"2021-01-01 00:00:00\"," +
-                "\"endDateTime\": \"2021-01-01 12:00:00\"," +
-                "\"splitInterval\": \"1h\"" +
+                "\"endDateTime\": \"2021-01-01 12:00:00\"" +
                 "}");
         job.setPluginJobConf(configuration);
-    }
 
-    @Test
-    public void jobInit() throws ParseException {
         // when
         job.init();
 
         // assert
         Configuration conf = job.getPluginJobConf();
 
-        Assert.assertEquals("root", conf.getString("user"));
+        Assert.assertEquals("root", conf.getString(Key.USERNAME));
         Assert.assertEquals("taosdata", conf.getString("password"));
         Assert.assertEquals("weather", conf.getString("connection[0].table[0]"));
         Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl"));
+        Assert.assertEquals("2021-01-01 00:00:00", conf.getString("beginDateTime"));
+        Assert.assertEquals("2021-01-01 12:00:00", conf.getString("endDateTime"));
+    }
 
-        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
 
-        Long start = sdf.parse("2021-01-01 00:00:00").getTime();
-        Assert.assertEquals(start, conf.getLong("beginDateTime"));
+    @Test
+    public void jobInit_case02() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]" +
+                "}");
+        job.setPluginJobConf(configuration);
 
-        Long end = sdf.parse("2021-01-01 12:00:00").getTime();
-        Assert.assertEquals(end, conf.getLong("endDateTime"));
+        // when
+        job.init();
 
-        Assert.assertEquals(new Long(3600 * 1000), conf.getLong("splitInterval"));
+        // assert
+        Configuration conf = job.getPluginJobConf();
+
+        Assert.assertEquals("root", conf.getString(Key.USERNAME));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("weather", conf.getString("connection[0].table[0]"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl"));
     }
 
     @Test
-    public void jobSplit() {
+    public void jobSplit_case01() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "\"beginDateTime\": \"2021-01-01 00:00:00\"," +
+                "\"endDateTime\": \"2021-01-01 12:00:00\"" +
+                "}");
+        job.setPluginJobConf(configuration);
+
         // when
         job.init();
         List<Configuration> configurationList = job.split(1);
 
         // assert
-        Assert.assertEquals(12, configurationList.size());
-        for (int i = 0; i < configurationList.size(); i++) {
-            Configuration conf = configurationList.get(i);
-            Assert.assertEquals("root", conf.getString("user"));
-            Assert.assertEquals("taosdata", conf.getString("password"));
-            Assert.assertEquals("weather", conf.getString("table[0]"));
-            Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
-        }
+        Assert.assertEquals(1, configurationList.size());
+        Configuration conf = configurationList.get(0);
+        Assert.assertEquals("root", conf.getString("username"));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("weather", conf.getString("table[0]"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
+
+    }
+
+    @Test
+    public void jobSplit_case02() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "}");
+        job.setPluginJobConf(configuration);
+
+        // when
+        job.init();
+        List<Configuration> configurationList = job.split(1);
+
+        // assert
+        Assert.assertEquals(1, configurationList.size());
+        Configuration conf = configurationList.get(0);
+        Assert.assertEquals("root", conf.getString("username"));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("weather", conf.getString("table[0]"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
     }
 
 }
\ No newline at end of file
diff --git a/tdenginereader/src/test/resources/t2dm.json b/tdenginereader/src/test/resources/t2dm.json
new file mode 100644
index 00000000..b2cf91e2
--- /dev/null
+++ b/tdenginereader/src/test/resources/t2dm.json
@@ -0,0 +1,50 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "*"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "rdbmswriter",
+          "parameter": {
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:dm://192.168.0.72:5236"
+              }
+            ],
+            "username": "TESTUSER",
+            "password": "test123456",
+            "table": "stb2",
+            "column": [
+              "*"
+            ]
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 97c750db..791a4bdc 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -75,14 +75,14 @@
             <scope>test</scope>
         </dependency>
         <!-- 添加 dm8 jdbc jar 包依赖-->
-        <dependency>
-            <groupId>com.dameng</groupId>
-            <artifactId>dm-jdbc</artifactId>
-            <version>1.8</version>
-            <scope>system</scope>
-            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar
-            </systemPath>
-        </dependency>
+<!--        <dependency>-->
+<!--            <groupId>com.dameng</groupId>-->
+<!--            <artifactId>dm-jdbc</artifactId>-->
+<!--            <version>1.8</version>-->
+<!--            <scope>system</scope>-->
+<!--            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar-->
+<!--            </systemPath>-->
+<!--        </dependency>-->
 
     </dependencies>
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 4068be42..a8196153 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -19,6 +19,15 @@ import java.util.Date;
 import java.util.stream.Collectors;
 
 public class DefaultDataHandler implements DataHandler {
+    static {
+        try {
+            Class.forName("com.taosdata.jdbc.TSDBDriver");
+            Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
+        } catch (ClassNotFoundException e) {
+            e.printStackTrace();
+        }
+    }
+
     private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
 
     private String username;
@@ -62,6 +71,7 @@ public class DefaultDataHandler implements DataHandler {
         int count = 0;
         int affectedRows = 0;
 
+
         try (Connection conn = DriverManager.getConnection(jdbcUrl, username, password)) {
             LOG.info("connection[ jdbcUrl: " + jdbcUrl + ", username: " + username + "] established.");
             // prepare table_name -> table_meta
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
index 1d7ee214..b95ff584 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
@@ -9,4 +9,7 @@ public class Key {
     public static final String JDBC_URL = "jdbcUrl";
     public static final String COLUMN = "column";
     public static final String IGNORE_TAGS_UNMATCHED = "ignoreTagsUnmatched";
+
+    public static final String BEGIN_DATETIME = "beginDateTime";
+    public static final String END_DATETIME = "endDateTime";
 }
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
index 63d67a2a..c48b7942 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -17,7 +17,7 @@ public class SchemaManager {
     private final Connection conn;
     private TimestampPrecision precision;
 
-    SchemaManager(Connection conn) {
+    public SchemaManager(Connection conn) {
         this.conn = conn;
     }
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
index 7cc76a77..eb538022 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
@@ -25,7 +25,7 @@ public class TDengineWriter extends Writer {
             this.originalConfig = super.getPluginJobConf();
             this.originalConfig.set(PEER_PLUGIN_NAME, getPeerPluginName());
 
-            // check user
+            // check username
             String user = this.originalConfig.getString(Key.USERNAME);
             if (StringUtils.isBlank(user))
                 throw DataXException.asDataXException(TDengineWriterErrorCode.REQUIRED_VALUE, "The parameter ["
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
index 0eb91deb..15f6b1bc 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
@@ -99,7 +99,7 @@ public class DM2TDengineTest {
     }
 
     @Before
-    public void before() throws SQLException, ClassNotFoundException {
+    public void before() throws SQLException {
         SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
         long ts = System.currentTimeMillis();
 
diff --git a/tdenginewriter/src/test/resources/incremental_sync/clean_env.sh b/tdenginewriter/src/test/resources/incremental_sync/clean_env.sh
new file mode 100755
index 00000000..f3dca7c1
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/clean_env.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+datax_home_dir=$(dirname $(readlink -f "$0"))
+
+curl -H 'Authorization: Basic cm9vdDp0YW9zZGF0YQ==' -d 'drop table if exists db2.stb2;' 192.168.1.93:6041/rest/sql
+curl -H 'Authorization: Basic cm9vdDp0YW9zZGF0YQ==' -d 'create table if not exists db2.stb2 (`ts` TIMESTAMP,`f2` SMALLINT,`f4` BIGINT,`f5` FLOAT,`f6` DOUBLE,`f7` DOUBLE,`f8` BOOL,`f9` NCHAR(100),`f10` NCHAR(200)) TAGS (`f1` TINYINT,`f3` INT);' 192.168.1.93:6041/rest/sql
+
+rm -f ${datax_home_dir}/log/*
+rm -f ${datax_home_dir}/job/*.csv
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json b/tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json
new file mode 100644
index 00000000..d9285b23
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json
@@ -0,0 +1,63 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select concat(concat(concat('t', f1), '_'),f3) as tbname,* from stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "where": "1=1",
+            "fetchSize": 1024
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh b/tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh
new file mode 100755
index 00000000..426c6233
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh
@@ -0,0 +1,57 @@
+#!/bin/bash
+
+set -e
+#set -x
+
+datax_home_dir=$(dirname $(readlink -f "$0"))
+table_name="stb1"
+update_key="ts"
+
+while getopts "hd:t:" arg; do
+  case $arg in
+  d)
+    datax_home_dir=$(echo $OPTARG)
+    ;;
+  v)
+    table_name=$(echo $OPTARG)
+    ;;
+  h)
+    echo "Usage: $(basename $0) -d [datax_home_dir] -t [table_name] -k [update_key]"
+    echo "                    -h help"
+    exit 0
+    ;;
+  ?) #unknow option
+    echo "unkonw argument"
+    exit 1
+    ;;
+  esac
+done
+
+if [[ -e ${datax_home_dir}/job/${table_name}.csv ]]; then
+  MAX_TIME=$(cat ${datax_home_dir}/job/${table_name}.csv)
+else
+  MAX_TIME="null"
+fi
+current_datetime=$(date +"%Y-%m-%d %H:%M:%S")
+current_timestamp=$(date +%s)
+
+if [ "$MAX_TIME" != "null" ]; then
+  WHERE="${update_key} >= '$MAX_TIME' and ${update_key} < '$current_datetime'"
+  sed "s/1=1/$WHERE/g" ${datax_home_dir}/job/dm2t-update.json >${datax_home_dir}/job/dm2t_${current_timestamp}.json
+  echo "incremental data synchronization, from '${MAX_TIME}' to '${current_datetime}'"
+  python ${datax_home_dir}/bin/datax.py ${datax_home_dir}/job/dm2t_${current_timestamp}.json 1> /dev/null 2>&1
+else
+  echo "full data synchronization, to '${current_datetime}'"
+  python ${datax_home_dir}/bin/datax.py ${datax_home_dir}/job/dm2t-update.json 1> /dev/null 2>&1
+fi
+
+if [[ $? -ne 0 ]]; then
+  echo "datax migration job falied"
+else
+  echo ${current_datetime} >$datax_home_dir/job/${table_name}.csv
+  echo "datax migration job success"
+fi
+
+rm -rf ${datax_home_dir}/job/dm2t_${current_timestamp}.json
+
+#while true; do ./dm2t_sync.sh; sleep 5s; done
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/upload.sh b/tdenginewriter/src/test/resources/incremental_sync/upload.sh
new file mode 100755
index 00000000..c7d11ca1
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/upload.sh
@@ -0,0 +1,5 @@
+#!/bin/bash
+
+scp dm2t-update.json root@192.168.56.105:/root/workspace/tmp/datax/job
+scp dm2t_sync.sh root@192.168.56.105:/root/workspace/tmp/datax
+scp clean_env.sh root@192.168.56.105:/root/workspace/tmp/datax
\ No newline at end of file

From 3d35c224247e2ecb0d91a25c403a6aafeb7d45fe Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Fri, 25 Feb 2022 10:18:04 +0800
Subject: [PATCH 158/251] change

---
 tdenginereader/pom.xml | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/tdenginereader/pom.xml b/tdenginereader/pom.xml
index 69ea0c0d..319152f8 100644
--- a/tdenginereader/pom.xml
+++ b/tdenginereader/pom.xml
@@ -74,13 +74,13 @@
             <scope>test</scope>
         </dependency>
         <!-- 添加 dm8 jdbc jar 包依赖-->
-        <dependency>
-            <groupId>com.dameng</groupId>
-            <artifactId>dm-jdbc</artifactId>
-            <version>1.8</version>
-            <scope>system</scope>
-            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar</systemPath>
-        </dependency>
+<!--        <dependency>-->
+<!--            <groupId>com.dameng</groupId>-->
+<!--            <artifactId>dm-jdbc</artifactId>-->
+<!--            <version>1.8</version>-->
+<!--            <scope>system</scope>-->
+<!--            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar</systemPath>-->
+<!--        </dependency>-->
     </dependencies>
 
     <build>

From 3b7bf92edf1957b28625e6f92ccae58f2e38859c Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Wed, 2 Mar 2022 16:08:07 +0800
Subject: [PATCH 159/251] invoke load driver in static block

---
 .../datax/plugin/reader/TDengineReader.java   | 33 +++---------
 .../resources/incremental_sync/t2dm-jni.json  | 50 +++++++++++++++++++
 .../incremental_sync/t2dm-restful.json        | 50 +++++++++++++++++++
 .../test/resources/incremental_sync/upload.sh |  3 +-
 4 files changed, 108 insertions(+), 28 deletions(-)
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json

diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
index 6c2f1223..aea75f83 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -16,8 +16,6 @@ import java.text.ParseException;
 import java.text.SimpleDateFormat;
 import java.util.ArrayList;
 import java.util.List;
-import java.util.regex.Matcher;
-import java.util.regex.Pattern;
 
 public class TDengineReader extends Reader {
 
@@ -239,32 +237,13 @@ public class TDengineReader extends Reader {
         }
     }
 
-    private static Long parseSplitInterval(String splitInterval) throws Exception {
-        final long second = 1000;
-        final long minute = 60 * second;
-        final long hour = 60 * minute;
-        final long day = 24 * hour;
-
-        Pattern compile = Pattern.compile("^(\\d+)([dhms])$");
-        Matcher matcher = compile.matcher(splitInterval);
-        while (matcher.find()) {
-            long value = Long.parseLong(matcher.group(1));
-            if (value == 0)
-                throw new Exception("invalid splitInterval: 0");
-            char unit = matcher.group(2).charAt(0);
-            switch (unit) {
-                case 'd':
-                    return value * day;
-                default:
-                case 'h':
-                    return value * hour;
-                case 'm':
-                    return value * minute;
-                case 's':
-                    return value * second;
-            }
+    static {
+        try {
+            Class.forName("com.taosdata.jdbc.TSDBDriver");
+            Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
+        } catch (ClassNotFoundException e) {
+            e.printStackTrace();
         }
-        throw new Exception("invalid splitInterval: " + splitInterval);
     }
 
 }
diff --git a/tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json b/tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json
new file mode 100644
index 00000000..341f6293
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json
@@ -0,0 +1,50 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "*"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.56.105:6030/db1"
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "rdbmswriter",
+          "parameter": {
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:dm://192.168.0.72:5236"
+              }
+            ],
+            "username": "TESTUSER",
+            "password": "test123456",
+            "table": "stb2",
+            "column": [
+              "*"
+            ]
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json b/tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json
new file mode 100644
index 00000000..b2cf91e2
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json
@@ -0,0 +1,50 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "*"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "rdbmswriter",
+          "parameter": {
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:dm://192.168.0.72:5236"
+              }
+            ],
+            "username": "TESTUSER",
+            "password": "test123456",
+            "table": "stb2",
+            "column": [
+              "*"
+            ]
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/upload.sh b/tdenginewriter/src/test/resources/incremental_sync/upload.sh
index c7d11ca1..9b2a35e3 100755
--- a/tdenginewriter/src/test/resources/incremental_sync/upload.sh
+++ b/tdenginewriter/src/test/resources/incremental_sync/upload.sh
@@ -2,4 +2,5 @@
 
 scp dm2t-update.json root@192.168.56.105:/root/workspace/tmp/datax/job
 scp dm2t_sync.sh root@192.168.56.105:/root/workspace/tmp/datax
-scp clean_env.sh root@192.168.56.105:/root/workspace/tmp/datax
\ No newline at end of file
+scp clean_env.sh root@192.168.56.105:/root/workspace/tmp/datax
+scp
\ No newline at end of file

From c5c41de1b18ba635a3bf23f62cf770846076acf0 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Wed, 2 Mar 2022 17:21:50 +0800
Subject: [PATCH 160/251] change

---
 .../datax/plugin/reader/TDengineReader.java   | 18 +++---
 .../resources/incremental_sync/clean_env.sh   |  9 ---
 .../incremental_sync/dm2t-update.json         | 63 -------------------
 .../resources/incremental_sync/dm2t_sync.sh   | 57 -----------------
 .../resources/incremental_sync/t2dm-jni.json  | 50 ---------------
 .../incremental_sync/t2dm-restful.json        | 50 ---------------
 .../test/resources/incremental_sync/upload.sh |  6 --
 7 files changed, 10 insertions(+), 243 deletions(-)
 delete mode 100755 tdenginewriter/src/test/resources/incremental_sync/clean_env.sh
 delete mode 100644 tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json
 delete mode 100755 tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh
 delete mode 100644 tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json
 delete mode 100644 tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json
 delete mode 100755 tdenginewriter/src/test/resources/incremental_sync/upload.sh

diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
index aea75f83..0cf214c1 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -127,6 +127,15 @@ public class TDengineReader extends Reader {
         private String startTime;
         private String endTime;
 
+        static {
+            try {
+                Class.forName("com.taosdata.jdbc.TSDBDriver");
+                Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
+            } catch (ClassNotFoundException e) {
+                e.printStackTrace();
+            }
+        }
+
         @Override
         public void init() {
             this.readerSliceConfig = super.getPluginJobConf();
@@ -237,13 +246,6 @@ public class TDengineReader extends Reader {
         }
     }
 
-    static {
-        try {
-            Class.forName("com.taosdata.jdbc.TSDBDriver");
-            Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
-        } catch (ClassNotFoundException e) {
-            e.printStackTrace();
-        }
-    }
+
 
 }
diff --git a/tdenginewriter/src/test/resources/incremental_sync/clean_env.sh b/tdenginewriter/src/test/resources/incremental_sync/clean_env.sh
deleted file mode 100755
index f3dca7c1..00000000
--- a/tdenginewriter/src/test/resources/incremental_sync/clean_env.sh
+++ /dev/null
@@ -1,9 +0,0 @@
-#!/bin/bash
-
-datax_home_dir=$(dirname $(readlink -f "$0"))
-
-curl -H 'Authorization: Basic cm9vdDp0YW9zZGF0YQ==' -d 'drop table if exists db2.stb2;' 192.168.1.93:6041/rest/sql
-curl -H 'Authorization: Basic cm9vdDp0YW9zZGF0YQ==' -d 'create table if not exists db2.stb2 (`ts` TIMESTAMP,`f2` SMALLINT,`f4` BIGINT,`f5` FLOAT,`f6` DOUBLE,`f7` DOUBLE,`f8` BOOL,`f9` NCHAR(100),`f10` NCHAR(200)) TAGS (`f1` TINYINT,`f3` INT);' 192.168.1.93:6041/rest/sql
-
-rm -f ${datax_home_dir}/log/*
-rm -f ${datax_home_dir}/job/*.csv
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json b/tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json
deleted file mode 100644
index d9285b23..00000000
--- a/tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json
+++ /dev/null
@@ -1,63 +0,0 @@
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "rdbmsreader",
-          "parameter": {
-            "username": "TESTUSER",
-            "password": "test123456",
-            "connection": [
-              {
-                "querySql": [
-                  "select concat(concat(concat('t', f1), '_'),f3) as tbname,* from stb1"
-                ],
-                "jdbcUrl": [
-                  "jdbc:dm://192.168.0.72:5236"
-                ]
-              }
-            ],
-            "where": "1=1",
-            "fetchSize": 1024
-          }
-        },
-        "writer": {
-          "name": "tdenginewriter",
-          "parameter": {
-            "username": "root",
-            "password": "taosdata",
-            "column": [
-              "tbname",
-              "ts",
-              "f1",
-              "f2",
-              "f3",
-              "f4",
-              "f5",
-              "f6",
-              "f7",
-              "f8",
-              "f9",
-              "f10"
-            ],
-            "connection": [
-              {
-                "table": [
-                  "stb2"
-                ],
-                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
-              }
-            ],
-            "batchSize": 1000,
-            "ignoreTagsUnmatched": true
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh b/tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh
deleted file mode 100755
index 426c6233..00000000
--- a/tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh
+++ /dev/null
@@ -1,57 +0,0 @@
-#!/bin/bash
-
-set -e
-#set -x
-
-datax_home_dir=$(dirname $(readlink -f "$0"))
-table_name="stb1"
-update_key="ts"
-
-while getopts "hd:t:" arg; do
-  case $arg in
-  d)
-    datax_home_dir=$(echo $OPTARG)
-    ;;
-  v)
-    table_name=$(echo $OPTARG)
-    ;;
-  h)
-    echo "Usage: $(basename $0) -d [datax_home_dir] -t [table_name] -k [update_key]"
-    echo "                    -h help"
-    exit 0
-    ;;
-  ?) #unknow option
-    echo "unkonw argument"
-    exit 1
-    ;;
-  esac
-done
-
-if [[ -e ${datax_home_dir}/job/${table_name}.csv ]]; then
-  MAX_TIME=$(cat ${datax_home_dir}/job/${table_name}.csv)
-else
-  MAX_TIME="null"
-fi
-current_datetime=$(date +"%Y-%m-%d %H:%M:%S")
-current_timestamp=$(date +%s)
-
-if [ "$MAX_TIME" != "null" ]; then
-  WHERE="${update_key} >= '$MAX_TIME' and ${update_key} < '$current_datetime'"
-  sed "s/1=1/$WHERE/g" ${datax_home_dir}/job/dm2t-update.json >${datax_home_dir}/job/dm2t_${current_timestamp}.json
-  echo "incremental data synchronization, from '${MAX_TIME}' to '${current_datetime}'"
-  python ${datax_home_dir}/bin/datax.py ${datax_home_dir}/job/dm2t_${current_timestamp}.json 1> /dev/null 2>&1
-else
-  echo "full data synchronization, to '${current_datetime}'"
-  python ${datax_home_dir}/bin/datax.py ${datax_home_dir}/job/dm2t-update.json 1> /dev/null 2>&1
-fi
-
-if [[ $? -ne 0 ]]; then
-  echo "datax migration job falied"
-else
-  echo ${current_datetime} >$datax_home_dir/job/${table_name}.csv
-  echo "datax migration job success"
-fi
-
-rm -rf ${datax_home_dir}/job/dm2t_${current_timestamp}.json
-
-#while true; do ./dm2t_sync.sh; sleep 5s; done
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json b/tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json
deleted file mode 100644
index 341f6293..00000000
--- a/tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "tdenginereader",
-          "parameter": {
-            "username": "root",
-            "password": "taosdata",
-            "column": [
-              "*"
-            ],
-            "connection": [
-              {
-                "table": [
-                  "stb1"
-                ],
-                "jdbcUrl": "jdbc:TAOS://192.168.56.105:6030/db1"
-              }
-            ]
-          }
-        },
-        "writer": {
-          "name": "rdbmswriter",
-          "parameter": {
-            "connection": [
-              {
-                "table": [
-                  "stb2"
-                ],
-                "jdbcUrl": "jdbc:dm://192.168.0.72:5236"
-              }
-            ],
-            "username": "TESTUSER",
-            "password": "test123456",
-            "table": "stb2",
-            "column": [
-              "*"
-            ]
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json b/tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json
deleted file mode 100644
index b2cf91e2..00000000
--- a/tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json
+++ /dev/null
@@ -1,50 +0,0 @@
-{
-  "job": {
-    "content": [
-      {
-        "reader": {
-          "name": "tdenginereader",
-          "parameter": {
-            "username": "root",
-            "password": "taosdata",
-            "column": [
-              "*"
-            ],
-            "connection": [
-              {
-                "table": [
-                  "stb1"
-                ],
-                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1"
-              }
-            ]
-          }
-        },
-        "writer": {
-          "name": "rdbmswriter",
-          "parameter": {
-            "connection": [
-              {
-                "table": [
-                  "stb2"
-                ],
-                "jdbcUrl": "jdbc:dm://192.168.0.72:5236"
-              }
-            ],
-            "username": "TESTUSER",
-            "password": "test123456",
-            "table": "stb2",
-            "column": [
-              "*"
-            ]
-          }
-        }
-      }
-    ],
-    "setting": {
-      "speed": {
-        "channel": 1
-      }
-    }
-  }
-}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/upload.sh b/tdenginewriter/src/test/resources/incremental_sync/upload.sh
deleted file mode 100755
index 9b2a35e3..00000000
--- a/tdenginewriter/src/test/resources/incremental_sync/upload.sh
+++ /dev/null
@@ -1,6 +0,0 @@
-#!/bin/bash
-
-scp dm2t-update.json root@192.168.56.105:/root/workspace/tmp/datax/job
-scp dm2t_sync.sh root@192.168.56.105:/root/workspace/tmp/datax
-scp clean_env.sh root@192.168.56.105:/root/workspace/tmp/datax
-scp
\ No newline at end of file

From 8d29a621be7403a8c24d3f41419dd057fa0e1079 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Mon, 7 Mar 2022 16:45:08 +0800
Subject: [PATCH 161/251] [TS-1280]<feature>: add parameter where and querySql

---
 tdenginereader/doc/tdenginereader-CN.md       |  83 +++++++++++---
 .../datax/plugin/reader/TDengineReader.java   | 101 ++++++++++--------
 .../main/resources/plugin_job_template.json   |   6 +-
 .../datax/plugin/reader/TDengine2DMTest.java  |   1 -
 .../plugin/reader/TDengine2StreamTest.java    |  66 ++++++++++++
 .../plugin/reader/TDengineReaderTest.java     |  53 +++++++--
 tdenginereader/src/test/resources/t2dm.json   |   4 +-
 .../src/test/resources/t2stream-1.json        |  47 ++++++++
 .../src/test/resources/t2stream-2.json        |  37 +++++++
 .../plugin/writer/tdenginewriter/Key.java     |   3 +
 10 files changed, 334 insertions(+), 67 deletions(-)
 create mode 100644 tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2StreamTest.java
 create mode 100644 tdenginereader/src/test/resources/t2stream-1.json
 create mode 100644 tdenginereader/src/test/resources/t2stream-2.json

diff --git a/tdenginereader/doc/tdenginereader-CN.md b/tdenginereader/doc/tdenginereader-CN.md
index fe0e4877..aa3751ef 100644
--- a/tdenginereader/doc/tdenginereader-CN.md
+++ b/tdenginereader/doc/tdenginereader-CN.md
@@ -6,12 +6,14 @@ TDengineReader 插件实现了 TDengine 读取数据的功能。
 
 ## 2 实现原理
 
-TDengineReader 通过TDengine的JDBC driver查询获取数据。
+TDengineReader 通过 TDengine 的 JDBC driver 查询获取数据。
 
 ## 3 功能说明
 
 ### 3.1 配置样例
 
+* 配置一个从 TDengine 抽取数据作业:
+
 ```json
 {
   "job": {
@@ -27,7 +29,9 @@ TDengineReader 通过TDengine的JDBC driver查询获取数据。
                 "table": [
                   "meters"
                 ],
-                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test?timestampFormat=TIMESTAMP"
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/test?timestampFormat=TIMESTAMP"
+                ]
               }
             ],
             "column": [
@@ -36,6 +40,7 @@ TDengineReader 通过TDengine的JDBC driver查询获取数据。
               "voltage",
               "phase"
             ],
+            "where": "ts>=0",
             "beginDateTime": "2017-07-14 10:40:00",
             "endDateTime": "2017-08-14 10:40:00"
           }
@@ -58,35 +63,89 @@ TDengineReader 通过TDengine的JDBC driver查询获取数据。
 }
 ```
 
+* 配置一个自定义 SQL 的数据抽取作业：
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "user": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "querySql": [
+                  "select * from test.meters"
+                ],
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/test?timestampFormat=TIMESTAMP"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
 ### 3.2 参数说明
 
 * **username**
-    * 描述：TDengine实例的用户名 <br />
+    * 描述：TDengine 实例的用户名 <br />
     * 必选：是 <br />
     * 默认值：无 <br />
 * **password**
-    * 描述：TDengine实例的密码 <br />
+    * 描述：TDengine 实例的密码 <br />
     * 必选：是 <br />
     * 默认值：无 <br />
-* **table**
-    * 描述：所选取的需要同步的表。使用JSON的数组描述，因此支持多张表同时抽取。当配置为多张表时，用户自己需保证多张表是同一schema结构，
-      TDengineReader不予检查表是否同一逻辑表。注意，table必须包含在connection配置单元中。<br />
-    * 必选：是  <br />
-    * 默认值：无 <br />
 * **jdbcUrl**
-    * 描述：TDengine数据库的JDBC连接信息。注意，jdbcUrl必须包含在connection配置单元中。JdbcUrl具体请参看TDengine官方文档。
+    * 描述：TDengine 数据库的JDBC连接信息。注意，jdbcUrl必须包含在connection配置单元中。JdbcUrl具体请参看TDengine官方文档。
     * 必选：是 <br />
     * 默认值：无<br />
+* **querySql**
+    * 描述：在有些业务场景下，where 这一配置项不足以描述所筛选的条件，用户可以通过该配置型来自定义筛选SQL。当用户配置了 querySql 后， TDengineReader 就会忽略 table, column,
+      where, beginDateTime, endDateTime这些配置型，直接使用这个配置项的内容对数据进行筛选。例如需要 进行多表join后同步数据，使用 select a,b from table_a join
+      table_b on table_a.id = table_b.id<br />
+    * 必选：否 <br />
+    * 默认值：无 <br />
+* **table**
+    * 描述：所选取的需要同步的表。使用 JSON 的数组描述，因此支持多张表同时抽取。当配置为多张表时，用户自己需保证多张表是同一 schema 结构， TDengineReader不予检查表是否同一逻辑表。注意，table必须包含在
+      connection 配置单元中。<br />
+    * 必选：是  <br />
+    * 默认值：无 <br />
+* **where**
+    * 描述：筛选条件中的 where 子句，TDengineReader 根据指定的column, table, where, begingDateTime, endDateTime 条件拼接 SQL，并根据这个 SQL
+      进行数据抽取。 <br />
+    * 必选：否 <br />
+    * 默认值：无 <br />
 * **beginDateTime**
-    * 描述：数据的开始时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss，如果不填为全量同步 <br />
+    * 描述：数据的开始时间，Job 迁移从 begineDateTime 到 endDateTime 的数据，格式为 yyyy-MM-dd HH:mm:ss <br />
     * 必选：否 <br />
     * 默认值：无 <br />
 * **endDateTime**
-    * 描述：数据的结束时间，Job迁移从begineDateTime到endDateTime的数据，格式为yyyy-MM-dd HH:mm:ss，如果不填为全量同步 <br />
+    * 描述：数据的结束时间，Job 迁移从 begineDateTime 到 endDateTime 的数据，格式为 yyyy-MM-dd HH:mm:ss <br />
     * 必选：否 <br />
     * 默认值：无 <br />
 
 ### 3.3 类型转换
+
 | TDengine 数据类型 | DataX 内部类型 |
 | --------------- | ------------- |
 | TINYINT         | Long          |
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
index 0cf214c1..35c82bed 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -15,6 +15,8 @@ import java.sql.*;
 import java.text.ParseException;
 import java.text.SimpleDateFormat;
 import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
 import java.util.List;
 
 public class TDengineReader extends Reader {
@@ -41,26 +43,30 @@ public class TDengineReader extends Reader {
                         "The parameter [" + Key.PASSWORD + "] is not set.");
 
             // check connection
-            List<Object> connection = this.originalConfig.getList(Key.CONNECTION);
-            if (connection == null || connection.isEmpty())
+            List<Configuration> connectionList = this.originalConfig.getListConfiguration(Key.CONNECTION);
+            if (connectionList == null || connectionList.isEmpty())
                 throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
                         "The parameter [" + Key.CONNECTION + "] is not set.");
-            for (int i = 0; i < connection.size(); i++) {
-                Configuration conn = Configuration.from(connection.get(i).toString());
-                List<Object> table = conn.getList(Key.TABLE);
-                if (table == null || table.isEmpty())
-                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
-                            "The parameter [" + Key.TABLE + "] of connection[" + (i + 1) + "] is not set.");
-                String jdbcUrl = conn.getString(Key.JDBC_URL);
-                if (StringUtils.isBlank(jdbcUrl))
+            for (int i = 0; i < connectionList.size(); i++) {
+                Configuration conn = connectionList.get(i);
+                // check jdbcUrl
+                List<Object> jdbcUrlList = conn.getList(Key.JDBC_URL);
+                if (jdbcUrlList == null || jdbcUrlList.isEmpty()) {
                     throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
                             "The parameter [" + Key.JDBC_URL + "] of connection[" + (i + 1) + "] is not set.");
+                }
+                // check table/querySql
+                List<Object> querySqlList = conn.getList(Key.QUERY_SQL);
+                if (querySqlList == null || querySqlList.isEmpty()) {
+                    String querySql = conn.getString(Key.QUERY_SQL);
+                    if (StringUtils.isBlank(querySql)) {
+                        List<Object> table = conn.getList(Key.TABLE);
+                        if (table == null || table.isEmpty())
+                            throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                                    "The parameter [" + Key.TABLE + "] of connection[" + (i + 1) + "] is not set.");
+                    }
+                }
             }
-            // check column
-            List<Object> column = this.originalConfig.getList(Key.COLUMN);
-            if (column == null || column.isEmpty())
-                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
-                        "The parameter [" + Key.CONNECTION + "] is not set or is empty.");
 
             SimpleDateFormat format = new SimpleDateFormat(DATETIME_FORMAT);
             // check beginDateTime
@@ -100,15 +106,17 @@ public class TDengineReader extends Reader {
         public List<Configuration> split(int adviceNumber) {
             List<Configuration> configurations = new ArrayList<>();
 
-            List<Object> connectionList = this.originalConfig.getList(Key.CONNECTION);
-            for (Object conn : connectionList) {
-                Configuration clone = this.originalConfig.clone();
-                Configuration conf = Configuration.from(conn.toString());
-                String jdbcUrl = conf.getString(Key.JDBC_URL);
-                clone.set(Key.JDBC_URL, jdbcUrl);
-                clone.set(Key.TABLE, conf.getList(Key.TABLE));
-                clone.remove(Key.CONNECTION);
-                configurations.add(clone);
+            List<Configuration> connectionList = this.originalConfig.getListConfiguration(Key.CONNECTION);
+            for (Configuration conn : connectionList) {
+                List<String> jdbcUrlList = conn.getList(Key.JDBC_URL, String.class);
+                for (String jdbcUrl : jdbcUrlList) {
+                    Configuration clone = this.originalConfig.clone();
+                    clone.set(Key.JDBC_URL, jdbcUrl);
+                    clone.set(Key.TABLE, conn.getList(Key.TABLE));
+                    clone.set(Key.QUERY_SQL, conn.getList(Key.QUERY_SQL));
+                    clone.remove(Key.CONNECTION);
+                    configurations.add(clone);
+                }
             }
 
             LOG.info("Configuration: {}", configurations);
@@ -120,12 +128,15 @@ public class TDengineReader extends Reader {
         private static final Logger LOG = LoggerFactory.getLogger(Task.class);
 
         private Configuration readerSliceConfig;
+        private String mandatoryEncoding;
         private Connection conn;
+
         private List<String> tables;
         private List<String> columns;
-
         private String startTime;
         private String endTime;
+        private String where;
+        private List<String> querySql;
 
         static {
             try {
@@ -141,12 +152,10 @@ public class TDengineReader extends Reader {
             this.readerSliceConfig = super.getPluginJobConf();
             LOG.info("getPluginJobConf: {}", readerSliceConfig);
 
-            String url = readerSliceConfig.getString(Key.JDBC_URL);
-            if (StringUtils.isBlank(url))
-                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
-                        "The parameter [" + Key.JDBC_URL + "] is not set.");
             String user = readerSliceConfig.getString(Key.USERNAME);
             String password = readerSliceConfig.getString(Key.PASSWORD);
+
+            String url = readerSliceConfig.getString(Key.JDBC_URL);
             try {
                 this.conn = DriverManager.getConnection(url, user, password);
             } catch (SQLException e) {
@@ -158,6 +167,9 @@ public class TDengineReader extends Reader {
             this.columns = readerSliceConfig.getList(Key.COLUMN, String.class);
             this.startTime = readerSliceConfig.getString(Key.BEGIN_DATETIME);
             this.endTime = readerSliceConfig.getString(Key.END_DATETIME);
+            this.where = readerSliceConfig.getString(Key.WHERE, "_c0 > " + Long.MIN_VALUE);
+            this.querySql = readerSliceConfig.getList(Key.QUERY_SQL, String.class);
+            this.mandatoryEncoding = readerSliceConfig.getString(Key.MANDATORY_ENCODING, "UTF-8");
         }
 
         @Override
@@ -167,26 +179,30 @@ public class TDengineReader extends Reader {
 
         @Override
         public void startRead(RecordSender recordSender) {
+            List<String> sqlList = new ArrayList<>();
 
-            try (Statement stmt = conn.createStatement()) {
+            if (querySql == null || querySql.isEmpty()) {
                 for (String table : tables) {
                     StringBuilder sb = new StringBuilder();
-                    sb.append("select ").append(StringUtils.join(columns, ","))
-                            .append(" from ").append(table).append(" ");
-
-                    if (StringUtils.isBlank(startTime)) {
-                        sb.append("where _c0 >= ").append(Long.MIN_VALUE);
-                    } else {
-                        sb.append("where _c0 >= '").append(startTime).append("'");
+                    sb.append("select ").append(StringUtils.join(columns, ",")).append(" from ").append(table).append(" ");
+                    sb.append("where ").append(where);
+                    if (!StringUtils.isBlank(startTime)) {
+                        sb.append(" and _c0 >= '").append(startTime).append("'");
                     }
                     if (!StringUtils.isBlank(endTime)) {
                         sb.append(" and _c0 < '").append(endTime).append("'");
                     }
+                    String sql = sb.toString().trim();
+                }
+            } else {
+                sqlList.addAll(querySql);
+            }
 
-                    String sql = sb.toString();
+            try (Statement stmt = conn.createStatement()) {
+                for (String sql : sqlList) {
                     ResultSet rs = stmt.executeQuery(sql);
                     while (rs.next()) {
-                        Record record = buildRecord(recordSender, rs, "UTF-8");
+                        Record record = buildRecord(recordSender, rs, mandatoryEncoding);
                         recordSender.sendToWriter(record);
                     }
                 }
@@ -239,13 +255,14 @@ public class TDengineReader extends Reader {
                             break;
                     }
                 }
-            } catch (SQLException | UnsupportedEncodingException e) {
-                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "获取或发送数据点的过程中出错！", e);
+            } catch (SQLException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "database query error！", e);
+            } catch (UnsupportedEncodingException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "illegal mandatoryEncoding", e);
             }
             return record;
         }
     }
 
 
-
 }
diff --git a/tdenginereader/src/main/resources/plugin_job_template.json b/tdenginereader/src/main/resources/plugin_job_template.json
index 2c7f4cb9..934fe96a 100644
--- a/tdenginereader/src/main/resources/plugin_job_template.json
+++ b/tdenginereader/src/main/resources/plugin_job_template.json
@@ -8,7 +8,9 @@
         "table": [
           ""
         ],
-        "jdbcUrl": ""
+        "jdbcUrl": [
+          ""
+        ]
       }
     ],
     "column": [
@@ -16,6 +18,6 @@
     ],
     "beginDateTime": "",
     "endDateTime": "",
-    "splitInterval": ""
+    "where": ""
   }
 }
\ No newline at end of file
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java
index d9099e01..e1064717 100644
--- a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java
@@ -1,7 +1,6 @@
 package com.alibaba.datax.plugin.reader;
 
 import com.alibaba.datax.core.Engine;
-import org.junit.Before;
 import org.junit.Ignore;
 import org.junit.Test;
 
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2StreamTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2StreamTest.java
new file mode 100644
index 00000000..f628a648
--- /dev/null
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2StreamTest.java
@@ -0,0 +1,66 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.Random;
+
+@Ignore
+public class TDengine2StreamTest {
+
+    private static final String host = "192.168.56.105";
+    private static final Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void case01() throws Throwable {
+        // given
+        prepare("ms");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2stream-1.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void case02() throws Throwable {
+        // given
+        prepare("ms");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2stream-2.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+
+    private void prepare(String precision) throws SQLException {
+        final String url = "jdbc:TAOS-RS://" + host + ":6041/";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1 precision '" + precision + "'");
+            stmt.execute("create table db1.stb1(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, " +
+                    "f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, t3 smallint, " +
+                    "t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(100))");
+
+            for (int i = 1; i <= 10; i++) {
+                stmt.execute("insert into db1.tb" + i + " using db1.stb1 tags(now, " + random.nextInt(10) + "," +
+                        random.nextInt(10) + "," + random.nextInt(10) + "," + random.nextInt(10) + "," +
+                        random.nextFloat() + "," + random.nextDouble() + "," + random.nextBoolean() + ",'abcABC123'," +
+                        "'北京朝阳望京') values(now+" + i + "s, " + random.nextInt(10) + "," + random.nextInt(10) + "," +
+                        +random.nextInt(10) + "," + random.nextInt(10) + "," + random.nextFloat() + "," +
+                        random.nextDouble() + "," + random.nextBoolean() + ",'abcABC123','北京朝阳望京')");
+            }
+            stmt.close();
+        }
+    }
+
+
+}
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
index da980c5f..491ddbaf 100644
--- a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
@@ -16,8 +16,9 @@ public class TDengineReaderTest {
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
-                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\"]}]," +
                 "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "\"where\":\"_c0 > 0\"," +
                 "\"beginDateTime\": \"2021-01-01 00:00:00\"," +
                 "\"endDateTime\": \"2021-01-01 12:00:00\"" +
                 "}");
@@ -32,9 +33,10 @@ public class TDengineReaderTest {
         Assert.assertEquals("root", conf.getString(Key.USERNAME));
         Assert.assertEquals("taosdata", conf.getString("password"));
         Assert.assertEquals("weather", conf.getString("connection[0].table[0]"));
-        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl[0]"));
         Assert.assertEquals("2021-01-01 00:00:00", conf.getString("beginDateTime"));
         Assert.assertEquals("2021-01-01 12:00:00", conf.getString("endDateTime"));
+        Assert.assertEquals("_c0 > 0", conf.getString("where"));
     }
 
 
@@ -45,8 +47,7 @@ public class TDengineReaderTest {
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
-                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
-                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]" +
+                "\"connection\": [{\"querySql\":[\"select * from weather\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\"]}]," +
                 "}");
         job.setPluginJobConf(configuration);
 
@@ -58,8 +59,8 @@ public class TDengineReaderTest {
 
         Assert.assertEquals("root", conf.getString(Key.USERNAME));
         Assert.assertEquals("taosdata", conf.getString("password"));
-        Assert.assertEquals("weather", conf.getString("connection[0].table[0]"));
-        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl[0]"));
+        Assert.assertEquals("select * from weather", conf.getString("connection[0].querySql[0]"));
     }
 
     @Test
@@ -69,8 +70,9 @@ public class TDengineReaderTest {
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
-                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\"]}]," +
                 "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "\"where\":\"_c0 > 0\"," +
                 "\"beginDateTime\": \"2021-01-01 00:00:00\"," +
                 "\"endDateTime\": \"2021-01-01 12:00:00\"" +
                 "}");
@@ -85,6 +87,7 @@ public class TDengineReaderTest {
         Configuration conf = configurationList.get(0);
         Assert.assertEquals("root", conf.getString("username"));
         Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("_c0 > 0", conf.getString("where"));
         Assert.assertEquals("weather", conf.getString("table[0]"));
         Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
 
@@ -97,7 +100,7 @@ public class TDengineReaderTest {
         Configuration configuration = Configuration.from("{" +
                 "\"username\": \"root\"," +
                 "\"password\": \"taosdata\"," +
-                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"connection\": [{\"querySql\":[\"select * from weather\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\"]}]," +
                 "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
                 "}");
         job.setPluginJobConf(configuration);
@@ -111,8 +114,40 @@ public class TDengineReaderTest {
         Configuration conf = configurationList.get(0);
         Assert.assertEquals("root", conf.getString("username"));
         Assert.assertEquals("taosdata", conf.getString("password"));
-        Assert.assertEquals("weather", conf.getString("table[0]"));
+        Assert.assertEquals("select * from weather", conf.getString("querySql[0]"));
         Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
     }
 
+    @Test
+    public void jobSplit_case03() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"querySql\":[\"select * from weather\",\"select * from test.meters\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\", \"jdbc:TAOS://master:6030/test\"]}]," +
+                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "}");
+        job.setPluginJobConf(configuration);
+
+        // when
+        job.init();
+        List<Configuration> configurationList = job.split(1);
+
+        // assert
+        Assert.assertEquals(2, configurationList.size());
+        Configuration conf = configurationList.get(0);
+        Assert.assertEquals("root", conf.getString("username"));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("select * from weather", conf.getString("querySql[0]"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
+
+        Configuration conf1 = configurationList.get(1);
+        Assert.assertEquals("root", conf1.getString("username"));
+        Assert.assertEquals("taosdata", conf1.getString("password"));
+        Assert.assertEquals("select * from weather", conf1.getString("querySql[0]"));
+        Assert.assertEquals("select * from test.meters", conf1.getString("querySql[1]"));
+        Assert.assertEquals("jdbc:TAOS://master:6030/test", conf1.getString("jdbcUrl"));
+    }
+
 }
\ No newline at end of file
diff --git a/tdenginereader/src/test/resources/t2dm.json b/tdenginereader/src/test/resources/t2dm.json
index b2cf91e2..d87ade0c 100644
--- a/tdenginereader/src/test/resources/t2dm.json
+++ b/tdenginereader/src/test/resources/t2dm.json
@@ -15,7 +15,9 @@
                 "table": [
                   "stb1"
                 ],
-                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+                ]
               }
             ]
           }
diff --git a/tdenginereader/src/test/resources/t2stream-1.json b/tdenginereader/src/test/resources/t2stream-1.json
new file mode 100644
index 00000000..183ab7e2
--- /dev/null
+++ b/tdenginereader/src/test/resources/t2stream-1.json
@@ -0,0 +1,47 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "t1",
+              "t2"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+                ]
+              }
+            ],
+            "where": "t10 = '北京朝阳望京'",
+            "beginDateTime": "2022-03-07 12:00:00",
+            "endDateTime": "2022-03-07 19:00:00"
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginereader/src/test/resources/t2stream-2.json b/tdenginereader/src/test/resources/t2stream-2.json
new file mode 100644
index 00000000..15bfe9be
--- /dev/null
+++ b/tdenginereader/src/test/resources/t2stream-2.json
@@ -0,0 +1,37 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "querySql": [
+                  "select * from stb1 where t10 = '北京朝阳望京' and _c0 >= '2022-03-07 12:00:00' and _c0 < '2022-03-07 19:00:00'"
+                ],
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
index b95ff584..1a9358db 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
@@ -12,4 +12,7 @@ public class Key {
 
     public static final String BEGIN_DATETIME = "beginDateTime";
     public static final String END_DATETIME = "endDateTime";
+    public static final String WHERE = "where";
+    public static final String QUERY_SQL = "querySql";
+    public static final String MANDATORY_ENCODING = "mandatoryEncoding";
 }
\ No newline at end of file

From 2ee8878da1d5075cef77dbd63e6fc4305d2e97e1 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 8 Mar 2022 14:57:03 +0800
Subject: [PATCH 162/251] [TS-1281]<feature>: collect dirty data in
 tdenginewriter

---
 .../tdenginewriter/DefaultDataHandler.java    | 54 +++++++++----
 .../writer/tdenginewriter/TDengineWriter.java |  5 +-
 .../tdenginewriter/Csv2TDengineTest.java      | 41 ++++++++++
 .../DefaultDataHandlerTest.java               | 21 +++--
 tdenginewriter/src/test/resources/csv2t.json  | 80 +++++++++++++++++++
 tdenginewriter/src/test/resources/weather.csv | 10 +++
 6 files changed, 186 insertions(+), 25 deletions(-)
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Csv2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/resources/csv2t.json
 create mode 100644 tdenginewriter/src/test/resources/weather.csv

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index a8196153..7854afee 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -30,6 +30,7 @@ public class DefaultDataHandler implements DataHandler {
 
     private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
 
+    private final TaskPluginCollector taskPluginCollector;
     private String username;
     private String password;
     private String jdbcUrl;
@@ -56,7 +57,7 @@ public class DefaultDataHandler implements DataHandler {
 
     private Map<String, List<ColumnMeta>> columnMetas;
 
-    public DefaultDataHandler(Configuration configuration) {
+    public DefaultDataHandler(Configuration configuration, TaskPluginCollector taskPluginCollector) {
         this.username = configuration.getString(Key.USERNAME, Constants.DEFAULT_USERNAME);
         this.password = configuration.getString(Key.PASSWORD, Constants.DEFAULT_PASSWORD);
         this.jdbcUrl = configuration.getString(Key.JDBC_URL);
@@ -64,6 +65,7 @@ public class DefaultDataHandler implements DataHandler {
         this.tables = configuration.getList(Key.TABLE, String.class);
         this.columns = configuration.getList(Key.COLUMN, String.class);
         this.ignoreTagsUnmatched = configuration.getBool(Key.IGNORE_TAGS_UNMATCHED, Constants.DEFAULT_IGNORE_TAGS_UNMATCHED);
+        this.taskPluginCollector = taskPluginCollector;
     }
 
     @Override
@@ -86,14 +88,24 @@ public class DefaultDataHandler implements DataHandler {
                 if (i % batchSize != 0) {
                     recordBatch.add(record);
                 } else {
-                    affectedRows = writeBatch(conn, recordBatch);
+                    try {
+                        affectedRows = writeBatch(conn, recordBatch);
+                    } catch (SQLException e) {
+                        LOG.warn("use one row insert. because:" + e.getMessage());
+                        affectedRows = writeEachRow(conn, recordBatch);
+                    }
                     recordBatch.clear();
                 }
                 count++;
             }
 
             if (!recordBatch.isEmpty()) {
-                affectedRows = writeBatch(conn, recordBatch);
+                try {
+                    affectedRows = writeBatch(conn, recordBatch);
+                } catch (SQLException e) {
+                    LOG.warn("use one row insert. because:" + e.getMessage());
+                    affectedRows = writeEachRow(conn, recordBatch);
+                }
                 recordBatch.clear();
             }
         } catch (SQLException e) {
@@ -107,6 +119,21 @@ public class DefaultDataHandler implements DataHandler {
         return affectedRows;
     }
 
+    private int writeEachRow(Connection conn, List<Record> recordBatch) {
+        int affectedRows = 0;
+        for (Record record : recordBatch) {
+            List<Record> recordList = new ArrayList<>();
+            recordList.add(record);
+            try {
+                affectedRows += writeBatch(conn, recordList);
+            } catch (SQLException e) {
+                LOG.error(e.getMessage());
+                this.taskPluginCollector.collectDirtyRecord(record, e);
+            }
+        }
+        return affectedRows;
+    }
+
     /**
      * table: [ "stb1", "stb2", "tb1", "tb2", "t1" ]
      * stb1[ts,f1,f2] tags:[t1]
@@ -118,7 +145,7 @@ public class DefaultDataHandler implements DataHandler {
      * 3. 对于tb，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => insert into tb(ts, f1, f2) values(ts, f1, f2)
      * 4. 对于t，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, f3, t1, t2] insert into t(ts, f1, f2, f3, t1, t2) values(ts, f1, f2, f3, t1, t2)
      */
-    public int writeBatch(Connection conn, List<Record> recordBatch) {
+    public int writeBatch(Connection conn, List<Record> recordBatch) throws SQLException {
         int affectedRows = 0;
         for (String table : tables) {
             TableMeta tableMeta = tableMetas.get(table);
@@ -146,7 +173,7 @@ public class DefaultDataHandler implements DataHandler {
      * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
      * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
      */
-    private int writeBatchToSupTableBySQL(Connection conn, String table, List<Record> recordBatch) {
+    private int writeBatchToSupTableBySQL(Connection conn, String table, List<Record> recordBatch) throws SQLException {
         List<ColumnMeta> columnMetas = this.columnMetas.get(table);
 
         StringBuilder sb = new StringBuilder("insert into");
@@ -177,13 +204,11 @@ public class DefaultDataHandler implements DataHandler {
         return executeUpdate(conn, sql);
     }
 
-    private int executeUpdate(Connection conn, String sql) throws DataXException {
+    private int executeUpdate(Connection conn, String sql) throws SQLException {
         int count;
         try (Statement stmt = conn.createStatement()) {
             LOG.debug(">>> " + sql);
             count = stmt.executeUpdate(sql);
-        } catch (SQLException e) {
-            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
         }
         return count;
     }
@@ -227,7 +252,7 @@ public class DefaultDataHandler implements DataHandler {
      * table: ["stb1"], column: ["ts", "f1", "f2", "t1"]
      * data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => schemaless: stb1,t1=t1 f1=f1,f2=f2 ts
      */
-    private int writeBatchToSupTableBySchemaless(Connection conn, String table, List<Record> recordBatch) {
+    private int writeBatchToSupTableBySchemaless(Connection conn, String table, List<Record> recordBatch) throws SQLException {
         int count = 0;
         TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
 
@@ -296,11 +321,8 @@ public class DefaultDataHandler implements DataHandler {
             default:
                 timestampType = SchemalessTimestampType.NOT_CONFIGURED;
         }
-        try {
-            writer.write(lines, SchemalessProtocolType.LINE, timestampType);
-        } catch (SQLException e) {
-            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
-        }
+
+        writer.write(lines, SchemalessProtocolType.LINE, timestampType);
 
         LOG.warn("schemalessWriter does not return affected rows!");
         return count;
@@ -370,7 +392,7 @@ public class DefaultDataHandler implements DataHandler {
      * else
      * insert into tb1 (ts, f1, f2) values( record[idx(ts)], record[idx(f1)], record[idx(f2)])
      */
-    private int writeBatchToSubTable(Connection conn, String table, List<Record> recordBatch) {
+    private int writeBatchToSubTable(Connection conn, String table, List<Record> recordBatch) throws SQLException {
         List<ColumnMeta> columnMetas = this.columnMetas.get(table);
 
         StringBuilder sb = new StringBuilder();
@@ -440,7 +462,7 @@ public class DefaultDataHandler implements DataHandler {
      * table: ["weather"], column: ["ts, f1, f2, f3, t1, t2"]
      * sql: insert into weather (ts, f1, f2, f3, t1, t2) values( record[idx(ts), record[idx(f1)], ...)
      */
-    private int writeBatchToNormalTable(Connection conn, String table, List<Record> recordBatch) {
+    private int writeBatchToNormalTable(Connection conn, String table, List<Record> recordBatch) throws SQLException {
         List<ColumnMeta> columnMetas = this.columnMetas.get(table);
 
         StringBuilder sb = new StringBuilder();
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
index eb538022..73982744 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
@@ -2,6 +2,7 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
 import org.apache.commons.lang3.StringUtils;
@@ -81,10 +82,12 @@ public class TDengineWriter extends Writer {
         private static final Logger LOG = LoggerFactory.getLogger(Task.class);
 
         private Configuration writerSliceConfig;
+        private TaskPluginCollector taskPluginCollector;
 
         @Override
         public void init() {
             this.writerSliceConfig = getPluginJobConf();
+            this.taskPluginCollector = super.getTaskPluginCollector();
         }
 
         @Override
@@ -101,7 +104,7 @@ public class TDengineWriter extends Writer {
             if (peerPluginName.equals("opentsdbreader"))
                 handler = new OpentsdbDataHandler(this.writerSliceConfig);
             else
-                handler = new DefaultDataHandler(this.writerSliceConfig);
+                handler = new DefaultDataHandler(this.writerSliceConfig, this.taskPluginCollector);
 
             long records = handler.handle(lineReceiver, getTaskPluginCollector());
             LOG.debug("handle data finished, records: " + records);
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Csv2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Csv2TDengineTest.java
new file mode 100644
index 00000000..7352c3ca
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Csv2TDengineTest.java
@@ -0,0 +1,41 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+
+@Ignore
+public class Csv2TDengineTest {
+
+    private static final String host = "192.168.56.105";
+
+    @Test
+    public void case01() throws Throwable {
+        // given
+        prepareTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/csv2t.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    public void prepareTable() throws SQLException {
+        final String url = "jdbc:TAOS-RS://" + host + ":6041";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists test");
+            stmt.execute("create database if not exists test");
+            stmt.execute("create table test.weather (ts timestamp, temperature bigint, humidity double, is_normal bool) " +
+                    "tags(device_id binary(10),address nchar(10))");
+        }
+    }
+
+
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
index 3657a4f7..8840aa28 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
@@ -4,6 +4,8 @@ import com.alibaba.datax.common.element.DateColumn;
 import com.alibaba.datax.common.element.LongColumn;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.element.StringColumn;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.core.transport.record.DefaultRecord;
 import org.junit.AfterClass;
@@ -25,6 +27,8 @@ public class DefaultDataHandlerTest {
     private static final String host = "192.168.1.93";
     private static Connection conn;
 
+    private final TaskPluginCollector taskPluginCollector = new TDengineWriter.Task().getTaskPluginCollector();
+
     @Test
     public void writeSupTableBySQL() throws SQLException {
         // given
@@ -48,8 +52,9 @@ public class DefaultDataHandlerTest {
             return record;
         }).collect(Collectors.toList());
 
+
         // when
-        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
         List<String> tables = configuration.getList("table", String.class);
         SchemaManager schemaManager = new SchemaManager(conn);
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
@@ -87,7 +92,7 @@ public class DefaultDataHandlerTest {
         }).collect(Collectors.toList());
 
         // when
-        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
         List<String> tables = configuration.getList("table", String.class);
         SchemaManager schemaManager = new SchemaManager(conn);
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
@@ -127,7 +132,7 @@ public class DefaultDataHandlerTest {
         }).collect(Collectors.toList());
 
         // when
-        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
         List<String> tables = configuration.getList("table", String.class);
         SchemaManager schemaManager = new SchemaManager(connection);
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
@@ -166,7 +171,7 @@ public class DefaultDataHandlerTest {
         }).collect(Collectors.toList());
 
         // when
-        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
         List<String> tables = configuration.getList("table", String.class);
         SchemaManager schemaManager = new SchemaManager(conn);
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
@@ -205,7 +210,7 @@ public class DefaultDataHandlerTest {
         }).collect(Collectors.toList());
 
         // when
-        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
         List<String> tables = configuration.getList("table", String.class);
         SchemaManager schemaManager = new SchemaManager(conn);
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
@@ -244,7 +249,7 @@ public class DefaultDataHandlerTest {
         }).collect(Collectors.toList());
 
         // when
-        DefaultDataHandler handler = new DefaultDataHandler(configuration);
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
         List<String> tables = configuration.getList("table", String.class);
         SchemaManager schemaManager = new SchemaManager(conn);
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
@@ -260,7 +265,7 @@ public class DefaultDataHandlerTest {
     }
 
     private void createSupAndSubTable() throws SQLException {
-        try(Statement stmt = conn.createStatement()){
+        try (Statement stmt = conn.createStatement()) {
             stmt.execute("drop database if exists scm_test");
             stmt.execute("create database if not exists scm_test");
             stmt.execute("use scm_test");
@@ -275,7 +280,7 @@ public class DefaultDataHandlerTest {
     }
 
     private void createSupTable() throws SQLException {
-        try (Statement stmt = conn.createStatement()){
+        try (Statement stmt = conn.createStatement()) {
             stmt.execute("drop database if exists scm_test");
             stmt.execute("create database if not exists scm_test");
             stmt.execute("use scm_test");
diff --git a/tdenginewriter/src/test/resources/csv2t.json b/tdenginewriter/src/test/resources/csv2t.json
new file mode 100644
index 00000000..ef5c4d04
--- /dev/null
+++ b/tdenginewriter/src/test/resources/csv2t.json
@@ -0,0 +1,80 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "txtfilereader",
+          "parameter": {
+            "path": [
+              "/Users/yangzy/IdeaProjects/DataX/tdenginewriter/src/test/resources/weather.csv"
+            ],
+            "encoding": "UTF-8",
+            "column": [
+              {
+                "index": 0,
+                "type": "string"
+              },
+              {
+                "index": 1,
+                "type": "date",
+                "format": "yyy-MM-dd HH:mm:ss.SSS"
+              },
+              {
+                "index": 2,
+                "type": "long"
+              },
+              {
+                "index": 3,
+                "type": "double"
+              },
+              {
+                "index": 4,
+                "type": "long"
+              },
+              {
+                "index": 5,
+                "type": "string"
+              },
+              {
+                "index": 6,
+                "type": "String"
+              }
+            ],
+            "fieldDelimiter": ","
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "temperature",
+              "humidity",
+              "is_normal",
+              "device_id",
+              "address"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test"
+              }
+            ],
+            "batchSize": 100,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/weather.csv b/tdenginewriter/src/test/resources/weather.csv
new file mode 100644
index 00000000..21c4a1aa
--- /dev/null
+++ b/tdenginewriter/src/test/resources/weather.csv
@@ -0,0 +1,10 @@
+tb1,2022-02-20 04:05:59.255,5,8.591868744,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 04:58:47.068,3,1.489693641,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 06:31:09.408,1,4.026500719,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 08:08:00.336,1,9.606400360,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 08:28:58.053,9,7.872178184,1,abcABC123123,北京朝阳望京
+tb1,2022-02-20 10:23:20.836,9,2.699478524,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 11:09:59.739,7,7.906723716,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 19:08:29.315,1,5.852338895,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 22:10:06.243,10,5.535007901,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 23:52:43.683,10,10.642013185,1,abcABC123,北京朝阳望京

From 81b004fbb4c53d4b425efed204062b145ce57a7e Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 8 Mar 2022 15:55:19 +0800
Subject: [PATCH 163/251] hotfix tdenginereader mistake

---
 .../java/com/alibaba/datax/plugin/reader/TDengineReader.java     | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
index 35c82bed..332ddf3a 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -193,6 +193,7 @@ public class TDengineReader extends Reader {
                         sb.append(" and _c0 < '").append(endTime).append("'");
                     }
                     String sql = sb.toString().trim();
+                    sqlList.add(sql);
                 }
             } else {
                 sqlList.addAll(querySql);

From 2d37cf10b94553e64ce2e9a49eb91122de432f7f Mon Sep 17 00:00:00 2001
From: =?UTF-8?q?=E6=B1=9F=E7=85=A6?= <johnxu.xj@alibaba-inc.com>
Date: Thu, 3 Mar 2022 16:19:22 +0800
Subject: [PATCH 164/251] obreader: readByPartition

---
 .../oceanbasev10reader/OceanBaseReader.java   |   2 +
 .../oceanbasev10reader/ext/Constant.java      |  11 ++
 .../oceanbasev10reader/ext/ObReaderKey.java   |  16 ++
 .../oceanbasev10reader/ext/ReaderJob.java     |  23 ++-
 .../util/ObReaderUtils.java                   |  66 ++++++-
 .../oceanbasev10reader/util/PartInfo.java     |  35 ++++
 .../oceanbasev10reader/util/PartType.java     |  23 +++
 .../util/PartitionSplitUtil.java              | 165 ++++++++++++++++++
 .../oceanbasev10reader/util/TaskContext.java  |  17 +-
 .../util/ObReaderUtilsTest.java               |  22 +++
 10 files changed, 366 insertions(+), 14 deletions(-)
 create mode 100644 oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/Constant.java
 create mode 100644 oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ObReaderKey.java
 create mode 100644 oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartInfo.java
 create mode 100644 oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartType.java
 create mode 100644 oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java
 create mode 100644 oceanbasev10reader/src/test/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtilsTest.java

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
index 228af811..a888975a 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
@@ -3,6 +3,7 @@ package com.alibaba.datax.plugin.reader.oceanbasev10reader;
 import java.sql.Connection;
 import java.util.List;
 
+import com.alibaba.datax.plugin.reader.oceanbasev10reader.ext.ObReaderKey;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -86,6 +87,7 @@ public class OceanBaseReader extends Reader {
                 String obJdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:");
                 Connection conn = DBUtil.getConnection(DataBaseType.OceanBase, obJdbcUrl, username, password);
                 String compatibleMode = ObReaderUtils.getCompatibleMode(conn);
+                config.set(ObReaderKey.OB_COMPATIBILITY_MODE, compatibleMode);
                 if (ObReaderUtils.isOracleMode(compatibleMode)) {
                     ObReaderUtils.compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
                 }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/Constant.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/Constant.java
new file mode 100644
index 00000000..57977ca4
--- /dev/null
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/Constant.java
@@ -0,0 +1,11 @@
+package com.alibaba.datax.plugin.reader.oceanbasev10reader.ext;
+
+/**
+ * @author johnrobbet
+ */
+public class Constant {
+
+    public static String WEAK_READ_QUERY_SQL_TEMPLATE_WITHOUT_WHERE = "select /*+read_consistency(weak)*/ %s from %s ";
+
+    public static String WEAK_READ_QUERY_SQL_TEMPLATE = "select /*+read_consistency(weak)*/ %s from %s where (%s)";
+}
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ObReaderKey.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ObReaderKey.java
new file mode 100644
index 00000000..bc8f4525
--- /dev/null
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ObReaderKey.java
@@ -0,0 +1,16 @@
+package com.alibaba.datax.plugin.reader.oceanbasev10reader.ext;
+
+/**
+ * @author johnrobbet
+ */
+public class ObReaderKey {
+
+    public final static String READ_BY_PARTITION = "readByPartition";
+
+    public final static String PARTITION_NAME = "partitionName";
+
+    public final static String PARTITION_TYPE = "partitionType";
+
+    public final static String OB_COMPATIBILITY_MODE = "obCompatibilityMode";
+
+}
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index f69a9166..56c4f1ad 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -6,10 +6,10 @@ import com.alibaba.datax.common.constant.CommonConstant;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.reader.CommonRdbmsReader;
 import com.alibaba.datax.plugin.rdbms.reader.Key;
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.rdbms.writer.Constant;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.OceanBaseReader;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.ObReaderUtils;
+import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.PartitionSplitUtil;
 import com.alibaba.fastjson.JSONObject;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -34,20 +34,34 @@ public class ReaderJob extends CommonRdbmsReader.Job {
             JSONObject conn = conns.get(i);
             Configuration connConfig = Configuration.from(conn.toString());
             List<String> tables = connConfig.getList(Key.TABLE, String.class);
-            ObReaderUtils.escapeDatabaseKeywords(tables);
-            originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, i, Key.TABLE), tables);
+
+            // tables will be null when querySql is configured
+            if (tables != null) {
+                ObReaderUtils.escapeDatabaseKeywords(tables);
+                originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, i, Key.TABLE),
+                    tables);
+            }
         }
         super.init(originalConfig);
     }
 
     @Override
     public List<Configuration> split(Configuration originalConfig, int adviceNumber) {
-        List<Configuration> list = super.split(originalConfig, adviceNumber);
+        List<Configuration> list;
+        if (originalConfig.getBool(ObReaderKey.READ_BY_PARTITION, false)) {
+            LOG.info("try to split reader job by partition.");
+            list = PartitionSplitUtil.splitByPartition(originalConfig);
+        } else {
+            LOG.info("try to split reader job by splitPk.");
+            list = super.split(originalConfig, adviceNumber);
+        }
+
         for (Configuration config : list) {
             String jdbcUrl = config.getString(Key.JDBC_URL);
             String obRegionName = getObRegionName(jdbcUrl);
             config.set(CommonConstant.LOAD_BALANCE_RESOURCE_MARK, obRegionName);
         }
+
         return list;
     }
 
@@ -60,6 +74,7 @@ public class ReaderJob extends CommonRdbmsReader.Job {
                 return sss[0];
             }
         }
+
         return null;
     }
 }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 20c2f922..b1567543 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -1,8 +1,10 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
 
 import com.alibaba.datax.common.element.*;
+import com.alibaba.datax.plugin.rdbms.reader.util.SingleTableSplitUtil;
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.reader.oceanbasev10reader.ext.Constant;
 import com.alibaba.druid.sql.SQLUtils;
 import com.alibaba.druid.sql.ast.SQLExpr;
 import com.alibaba.druid.sql.ast.expr.SQLBinaryOpExpr;
@@ -18,8 +20,10 @@ import java.util.Map.Entry;
 import java.util.regex.Matcher;
 import java.util.regex.Pattern;
 
+/**
+ * @author johnrobbet
+ */
 public class ObReaderUtils {
-
     private static final Logger LOG = LoggerFactory.getLogger(ObReaderUtils.class);
     private static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
     private static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
@@ -718,4 +722,64 @@ public class ObReaderUtils {
     public static boolean isOracleMode(String mode) {
         return (mode != null && OB_COMPATIBLE_MODE_ORACLE.equalsIgnoreCase(mode));
     }
+
+    public static String getDbNameFromJdbcUrl(String jdbcUrl) {
+        final Pattern pattern = Pattern.compile("jdbc:(oceanbase|mysql)://([\\w\\.-]+:\\d+)/([\\w\\.-]+)");
+
+        Matcher matcher = pattern.matcher(jdbcUrl);
+        if (matcher.find()) {
+            return matcher.group(3);
+        } else {
+            LOG.error("jdbc url {} is not valid.", jdbcUrl);
+        }
+
+        return null;
+    }
+
+    public static String buildQuerySql(boolean weakRead, String column, String table, String where) {
+        if (weakRead) {
+            return buildWeakReadQuerySql(column, table, where);
+        } else {
+            return SingleTableSplitUtil.buildQuerySql(column, table, where);
+        }
+    }
+
+    public static String buildWeakReadQuerySql(String column, String table, String where) {
+        String querySql;
+
+        if (StringUtils.isBlank(where)) {
+            querySql = String.format(Constant.WEAK_READ_QUERY_SQL_TEMPLATE_WITHOUT_WHERE, column, table);
+        } else {
+            querySql = String.format(Constant.WEAK_READ_QUERY_SQL_TEMPLATE, column, table, where);
+        }
+
+        return querySql;
+    }
+
+    /**
+     * compare two ob versions
+     * @param version1
+     * @param version2
+     * @return  0 when the two versions are the same
+     *         -1 when version1 is smaller (earlier) than version2
+     *          1 when version is bigger (later) than version2
+     */
+    public static int compareObVersion(String version1, String version2) {
+        if (version1 == null || version2 == null) {
+            throw new RuntimeException("can not compare null version");
+        }
+
+        String[] ver1Part = version1.split("\\.");
+        String[] ver2Part = version2.split("\\.");
+        for (int i = 0; i < ver1Part.length; i++) {
+            int v1 = Integer.parseInt(ver1Part[i]), v2 = Integer.parseInt(ver2Part[i]);
+            if (v1 > v2) {
+                return 1;
+            } else if (v1 < v2) {
+                return -1;
+            }
+        }
+
+        return 0;
+    }
 }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartInfo.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartInfo.java
new file mode 100644
index 00000000..7a9a6f70
--- /dev/null
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartInfo.java
@@ -0,0 +1,35 @@
+package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
+
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * @author johnrobbet
+ */
+public class PartInfo {
+
+    private PartType partType;
+
+    List<String> partList;
+
+    public PartInfo(PartType partType) {
+        this.partType = partType;
+        this.partList = new ArrayList();
+    }
+
+    public String getPartType () {
+        return partType.getTypeString();
+    }
+
+    public void addPart(List partList) {
+        this.partList.addAll(partList);
+    }
+
+    public List<String> getPartList() {
+        return partList;
+    }
+
+    public boolean isPartitionTable() {
+        return partType != PartType.NONPARTITION && partList.size() > 0;
+    }
+}
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartType.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartType.java
new file mode 100644
index 00000000..be190755
--- /dev/null
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartType.java
@@ -0,0 +1,23 @@
+package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
+
+/**
+ * @author johnrobbet
+ */
+
+public enum PartType {
+    NONPARTITION("NONPARTITION"),
+    PARTITION("PARTITION"),
+    SUBPARTITION("SUBPARTITION");
+
+    private String typeString;
+
+    PartType (String typeString) {
+        this.typeString = typeString;
+    }
+
+    public String getTypeString() {
+        return typeString;
+    }
+}
+
+
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java
new file mode 100644
index 00000000..3bf2320a
--- /dev/null
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java
@@ -0,0 +1,165 @@
+package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
+
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.reader.Constant;
+import com.alibaba.datax.plugin.rdbms.reader.Key;
+import com.alibaba.datax.plugin.rdbms.reader.util.HintUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.reader.oceanbasev10reader.ext.ObReaderKey;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.ResultSet;
+import java.sql.Statement;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * @author johnrobbet
+ */
+public class PartitionSplitUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(PartitionSplitUtil.class);
+
+    public static List<Configuration> splitByPartition (Configuration configuration) {
+        List<Configuration> allSlices = new ArrayList<>();
+        List<Object> conns = configuration.getList(Constant.CONN_MARK, Object.class);
+        for (int i = 0, len = conns.size(); i < len; i++) {
+            Configuration sliceConfig = configuration.clone();
+            Configuration connConf = Configuration.from(conns.get(i).toString());
+            String jdbcUrl = connConf.getString(Key.JDBC_URL);
+            sliceConfig.set(Key.JDBC_URL, jdbcUrl);
+            sliceConfig.remove(Constant.CONN_MARK);
+
+            List<String> tables = connConf.getList(Key.TABLE, String.class);
+            for (String table : tables) {
+                Configuration tempSlice = sliceConfig.clone();
+                tempSlice.set(Key.TABLE, table);
+                allSlices.addAll(splitSinglePartitionTable(tempSlice));
+            }
+        }
+
+        return allSlices;
+    }
+
+    private static List<Configuration> splitSinglePartitionTable(Configuration configuration) {
+        String table = configuration.getString(Key.TABLE);
+        String where = configuration.getString(Key.WHERE, null);
+        String column = configuration.getString(Key.COLUMN);
+        final boolean weakRead = configuration.getBool(Key.WEAK_READ, true);
+
+        List<Configuration> slices = new ArrayList();
+        PartInfo partInfo = getObPartInfoBySQL(configuration, table);
+        if (partInfo != null && partInfo.isPartitionTable()) {
+            String partitionType = partInfo.getPartType();
+            for (String partitionName : partInfo.getPartList()) {
+                LOG.info(String.format("add %s %s for table %s", partitionType, partitionName, table));
+                Configuration slice = configuration.clone();
+                slice.set(ObReaderKey.PARTITION_NAME, partitionName);
+                slice.set(ObReaderKey.PARTITION_TYPE, partitionType);
+                slice.set(Key.QUERY_SQL,
+                    ObReaderUtils.buildQuerySql(weakRead, column,
+                        String.format("%s partition(%s)", table, partitionName), where));
+                slices.add(slice);
+            }
+        } else {
+            LOG.info("fail to get table part info or table is not partitioned, proceed as non-partitioned table.");
+
+            Configuration slice = configuration.clone();
+            slice.set(Key.QUERY_SQL, ObReaderUtils.buildQuerySql(weakRead, column, table, where));
+            slices.add(slice);
+        }
+
+        return slices;
+    }
+
+    private static PartInfo getObPartInfoBySQL(Configuration config, String table) {
+        PartInfo partInfo = new PartInfo(PartType.NONPARTITION);
+        List<String> partList;
+        Connection conn = null;
+        try {
+            String jdbcUrl = config.getString(Key.JDBC_URL);
+            String username = config.getString(Key.USERNAME);
+            String password = config.getString(Key.PASSWORD);
+            String dbname = ObReaderUtils.getDbNameFromJdbcUrl(jdbcUrl);
+            String allTable = "__all_table";
+
+            conn = DBUtil.getConnection(DataBaseType.OceanBase, jdbcUrl, username, password);
+            String obVersion = getResultsFromSql(conn, "select version()").get(0);
+
+            LOG.info("obVersion: " + obVersion);
+
+            if (ObReaderUtils.compareObVersion("2.2.76", obVersion) < 0) {
+                allTable = "__all_table_v2";
+            }
+
+            String queryPart = String.format(
+                "select p.part_name " +
+                    "from oceanbase.__all_part p, oceanbase.%s t, oceanbase.__all_database d " +
+                    "where p.table_id = t.table_id " +
+                    "and d.database_id = t.database_id " +
+                    "and d.database_name = '%s' " +
+                    "and t.table_name = '%s'", allTable, dbname, table);
+            String querySubPart = String.format(
+                "select p.sub_part_name " +
+                    "from oceanbase.__all_sub_part p, oceanbase.%s t, oceanbase.__all_database d " +
+                    "where p.table_id = t.table_id " +
+                    "and d.database_id = t.database_id " +
+                    "and d.database_name = '%s' " +
+                    "and t.table_name = '%s'", allTable, dbname, table);
+            if (config.getString(ObReaderKey.OB_COMPATIBILITY_MODE).equals("ORACLE")) {
+                queryPart = String.format(
+                    "select partition_name from all_tab_partitions where TABLE_OWNER = '%s' and table_name = '%s'",
+                    dbname.toUpperCase(), table.toUpperCase());
+                querySubPart = String.format(
+                    "select subpartition_name from all_tab_subpartitions where TABLE_OWNER = '%s' and table_name = '%s'",
+                    dbname.toUpperCase(), table.toUpperCase());
+            }
+
+            PartType partType = PartType.SUBPARTITION;
+
+            // try subpartition first
+            partList = getResultsFromSql(conn, querySubPart);
+
+            // if table is not sub-partitioned, the try partition
+            if (partList.isEmpty()) {
+                partList = getResultsFromSql(conn, queryPart);
+                partType = PartType.PARTITION;
+            }
+
+            if (!partList.isEmpty()) {
+                partInfo = new PartInfo(partType);
+                partInfo.addPart(partList);
+            }
+        } catch (Exception ex) {
+            LOG.error("error when get partition list: " + ex.getMessage());
+        } finally {
+            DBUtil.closeDBResources(null, conn);
+        }
+
+        return partInfo;
+    }
+
+    private static List<String> getResultsFromSql(Connection conn, String sql) {
+        List<String> list = new ArrayList();
+        Statement stmt = null;
+        ResultSet rs = null;
+
+        LOG.info("executing sql: " + sql);
+
+        try {
+            stmt = conn.createStatement();
+            rs = stmt.executeQuery(sql);
+            while (rs.next()) {
+                list.add(rs.getString(1));
+            }
+        } catch (Exception e) {
+            LOG.error("error when executing sql: " + e.getMessage());
+        } finally {
+            DBUtil.closeDBResources(rs, stmt, null);
+        }
+
+        return list;
+    }
+}
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
index 17655a52..d482232a 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
@@ -19,15 +19,6 @@ public class TaskContext {
     private boolean weakRead = true;
     private String userSavePoint;
     private String compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_MYSQL;
-
-    public String getPartitionName() {
-        return partitionName;
-    }
-
-    public void setPartitionName(String partitionName) {
-        this.partitionName = partitionName;
-    }
-
     private String partitionName;
 
     // 断点续读的保存点
@@ -174,4 +165,12 @@ public class TaskContext {
     public void setCompatibleMode(String compatibleMode) {
         this.compatibleMode = compatibleMode;
     }
+
+    public String getPartitionName() {
+        return partitionName;
+    }
+
+    public void setPartitionName(String partitionName) {
+        this.partitionName = partitionName;
+    }
 }
diff --git a/oceanbasev10reader/src/test/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtilsTest.java b/oceanbasev10reader/src/test/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtilsTest.java
new file mode 100644
index 00000000..bc387767
--- /dev/null
+++ b/oceanbasev10reader/src/test/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtilsTest.java
@@ -0,0 +1,22 @@
+package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
+
+import org.junit.Test;
+
+public class ObReaderUtilsTest {
+
+    @Test
+    public void getDbTest() {
+        assert ObReaderUtils.getDbNameFromJdbcUrl("jdbc:mysql://127.0.0.1:3306/testdb").equalsIgnoreCase("testdb");
+        assert ObReaderUtils.getDbNameFromJdbcUrl("jdbc:oceanbase://127.0.0.1:2883/testdb").equalsIgnoreCase("testdb");
+        assert ObReaderUtils.getDbNameFromJdbcUrl("||_dsc_ob10_dsc_||obcluster:mysql||_dsc_ob10_dsc_||jdbc:mysql://127.0.0.1:3306/testdb").equalsIgnoreCase("testdb");
+        assert ObReaderUtils.getDbNameFromJdbcUrl("||_dsc_ob10_dsc_||obcluster:oracle||_dsc_ob10_dsc_||jdbc:oceanbase://127.0.0.1:3306/testdb").equalsIgnoreCase("testdb");
+    }
+
+    @Test
+    public void compareObVersionTest() {
+        assert ObReaderUtils.compareObVersion("2.2.70", "3.2.2") == -1;
+        assert ObReaderUtils.compareObVersion("2.2.70", "2.2.50") == 1;
+        assert ObReaderUtils.compareObVersion("2.2.70", "3.1.2") == -1;
+        assert ObReaderUtils.compareObVersion("3.1.2", "3.1.2") == 0;
+    }
+}

From 1a5f1f028877918d381548d09f51f19eed6f4c4f Mon Sep 17 00:00:00 2001
From: johnrobbet <johnxu.xj@alibaba-inc.com>
Date: Mon, 7 Mar 2022 18:13:01 +0800
Subject: [PATCH 165/251] escape the keywords for splitPk

---
 .../oceanbasev10reader/OceanBaseReader.java      | 15 +++++++++++++++
 .../oceanbasev10reader/util/ObReaderUtils.java   | 16 +++++++++++-----
 2 files changed, 26 insertions(+), 5 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
index a888975a..e92e5025 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
@@ -53,6 +53,21 @@ public class OceanBaseReader extends Reader {
 
         @Override
         public List<Configuration> split(int adviceNumber) {
+            String splitPk = originalConfig.getString(Key.SPLIT_PK);
+            List<String> quotedColumns = originalConfig.getList(Key.COLUMN_LIST, String.class);
+            if (splitPk != null && splitPk.length() > 0 && quotedColumns != null) {
+                String escapeChar = ObReaderUtils.isOracleMode(originalConfig.getString(ObReaderKey.OB_COMPATIBILITY_MODE))
+                    ? "\"" : "`";
+                if (!splitPk.startsWith(escapeChar) && !splitPk.endsWith(escapeChar)) {
+                    splitPk = escapeChar + splitPk + escapeChar;
+                }
+                for (String column : quotedColumns) {
+                    if (column.equals(splitPk)) {
+                        LOG.info("splitPk is an ob reserved keyword, set to {}", splitPk);
+                        originalConfig.set(Key.SPLIT_PK, splitPk);
+                    }
+                }
+            }
             return this.readerJob.split(this.originalConfig, adviceNumber);
         }
 
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index b1567543..8af7377a 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -26,7 +26,7 @@ import java.util.regex.Pattern;
 public class ObReaderUtils {
     private static final Logger LOG = LoggerFactory.getLogger(ObReaderUtils.class);
     private static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
-    private static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
+    private static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH,KEY,NAME,VALUE,TYPE";
 
     private static Set<String> databaseKeywords;
     final static public String OB_COMPATIBLE_MODE = "obCompatibilityMode";
@@ -57,9 +57,11 @@ public class ObReaderUtils {
         return keyword;
     }
 
-    public static void escapeDatabaseKeywords(List<String> keywords) {
-        for (int i = 0; i < keywords.size(); i++) {
-            keywords.set(i, escapeDatabaseKeywords(keywords.get(i)));
+    public static void escapeDatabaseKeywords(List<String> ids) {
+        if (ids != null && ids.size() > 0) {
+            for (int i = 0; i < ids.size(); i++) {
+                ids.set(i, escapeDatabaseKeywords(ids.get(i)));
+            }
         }
     }
 
@@ -111,15 +113,19 @@ public class ObReaderUtils {
 
         context.setPkColumns(pkColumns);
 
+        final String escapeChar = isOracleMode(context.getCompatibleMode()) ? "\"" : "`";
         int[] pkIndexs = new int[pkColumns.length];
         for (int i = 0, n = pkColumns.length; i < n; i++) {
             String pkc = pkColumns[i];
+            String escapedPkc = String.format("%s%s%s", escapeChar, pkc, escapeChar);
             int j = 0;
             for (int k = columns.size(); j < k; j++) {
                 // 如果用户定义的 columns中 带有 ``,也不影响,
                 // 最多只是在select里多加了几列PK column
-                if (StringUtils.equalsIgnoreCase(pkc, columns.get(j))) {
+                if (StringUtils.equalsIgnoreCase(pkc, columns.get(j))
+                    || StringUtils.equalsIgnoreCase(escapedPkc, columns.get(j))) {
                     pkIndexs[i] = j;
+                    pkColumns[i] = columns.get(j);
                     break;
                 }
             }

From d1a17c5c917a56edba051edc9bfc72e5fe4c3e5a Mon Sep 17 00:00:00 2001
From: johnrobbet <johnxu.xj@alibaba-inc.com>
Date: Mon, 7 Mar 2022 18:33:40 +0800
Subject: [PATCH 166/251] fix where missing in single table split

---
 .../datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java   | 3 +++
 1 file changed, 3 insertions(+)

diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java
index d9846b39..df01ffd0 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java
@@ -93,6 +93,7 @@ public class SingleTableSplitUtil {
 
                 allQuerySql.add(tempQuerySql);
                 tempConfig.set(Key.QUERY_SQL, tempQuerySql);
+                tempConfig.set(Key.WHERE, (hasWhere ? ("(" + where + ") and") : "") + range);
                 pluginParams.add(tempConfig);
             }
         } else {
@@ -103,6 +104,7 @@ public class SingleTableSplitUtil {
                     + String.format(" %s IS NOT NULL", splitPkName);
             allQuerySql.add(tempQuerySql);
             tempConfig.set(Key.QUERY_SQL, tempQuerySql);
+            tempConfig.set(Key.WHERE, (hasWhere ? "(" + where + ") and" : "") + String.format(" %s IS NOT NULL", splitPkName));
             pluginParams.add(tempConfig);
         }
 
@@ -118,6 +120,7 @@ public class SingleTableSplitUtil {
                 StringUtils.join(allQuerySql, "\n"));
 
         tempConfig.set(Key.QUERY_SQL, tempQuerySql);
+        tempConfig.set(Key.WHERE, (hasWhere ? "(" + where + ") and" : "") + String.format(" %s IS NULL", splitPkName));
         pluginParams.add(tempConfig);
         
         return pluginParams;

From f6f94821bc3b928501d32b7bfb6bb520563de74e Mon Sep 17 00:00:00 2001
From: johnrobbet <johnxu.xj@alibaba-inc.com>
Date: Mon, 7 Mar 2022 19:51:07 +0800
Subject: [PATCH 167/251] fix number type splitPk in ob oracle mode

---
 .../datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java     | 1 +
 1 file changed, 1 insertion(+)

diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java
index df01ffd0..7e09cce5 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java
@@ -257,6 +257,7 @@ public class SingleTableSplitUtil {
 
         switch (SingleTableSplitUtil.DATABASE_TYPE) {
             case Oracle:
+            case OceanBase:
                 isValidLongType |= type == Types.NUMERIC;
                 break;
             default:

From 8d9e936047766e5830944ff6313f38b02b0f0a02 Mon Sep 17 00:00:00 2001
From: johnrobbet <johnxu.xj@alibaba-inc.com>
Date: Mon, 7 Mar 2022 20:06:40 +0800
Subject: [PATCH 168/251] obreader: support table name with schema name

---
 .../util/ObReaderUtils.java                   | 77 +++++++++++++++----
 1 file changed, 60 insertions(+), 17 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 8af7377a..73576aa0 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -143,10 +143,20 @@ public class ObReaderUtils {
         String sql = "show index from " + tableName + " where Key_name='PRIMARY'";
         if (isOracleMode(context.getCompatibleMode())) {
             tableName = tableName.toUpperCase();
-            sql = "SELECT cols.column_name Column_name " +
+            String schema;
+            if (tableName.contains(".")) {
+                schema = String.format("'%s'", tableName.substring(0, tableName.indexOf(".")));
+                tableName = tableName.substring(tableName.indexOf(".") + 1);
+            } else {
+                schema = "(select sys_context('USERENV','current_schema') from dual)";
+            }
+            sql = String.format(
+                "SELECT cols.column_name Column_name " +
                     "FROM all_constraints cons, all_cons_columns cols " +
-                    "WHERE cols.table_name = '" + tableName + "' AND cons.constraint_type = 'P' " +
-                    "AND cons.constraint_name = cols.constraint_name AND cons.owner = cols.owner";
+                    "WHERE cols.table_name = '%s' AND cons.constraint_type = 'P' " +
+                    "AND cons.constraint_name = cols.constraint_name " +
+                    "AND cons.owner = cols.owner and cons.OWNER = %s",
+                tableName, schema);
         }
         LOG.info("get primary key by sql: " + sql);
         Statement ps = null;
@@ -156,25 +166,30 @@ public class ObReaderUtils {
         try {
             ps = conn.createStatement();
             rs = ps.executeQuery(sql);
+            boolean hasPk = false;
             while (rs.next()) {
+                hasPk = true;
                 String columnName = rs.getString("Column_name");
                 columnName = escapeDatabaseKeywords(columnName);
                 if (!isEscapeMode(columnName)) {
-                    columnName.toLowerCase();
+                    columnName = columnName.toLowerCase();
                 }
                 if (!realIndex.contains(columnName)) {
                     realIndex.add(columnName);
                 }
             }
 
-            String[] pks = new String[realIndex.size()];
-            realIndex.toArray(pks);
-            return pks;
+            if (hasPk) {
+                String[] pks = new String[realIndex.size()];
+                realIndex.toArray(pks);
+                return pks;
+            }
         } catch (Throwable e) {
             LOG.error("show index from table fail :" + sql, e);
         } finally {
             close(rs, ps, null);
         }
+
         return null;
     }
 
@@ -357,7 +372,6 @@ public class ObReaderUtils {
             return;
         }
         SQLExpr expr = SQLUtils.toSQLExpr(context.getWhere(), "mysql");
-        LOG.info("expr: " + expr);
         List<String> allColumnsInTab = getAllColumnFromTab(conn, context.getTable());
         List<String> allColNames = getColNames(allColumnsInTab, expr);
 
@@ -449,9 +463,19 @@ public class ObReaderUtils {
         Map<String, List<String>> allIndex = new HashMap<String, List<String>>();
         String sql = "show index from " + tableName;
         if (isOracleMode(compatibleMode)) {
+            String schema;
             tableName = tableName.toUpperCase();
-            sql = "SELECT INDEX_NAME Key_name, COLUMN_NAME Column_name " +
-                    "from dba_ind_columns where TABLE_NAME = '" + tableName + "' " +
+            if (tableName.contains(".")) {
+                schema = String.format("'%s'", tableName.substring(0, tableName.indexOf(".")));
+                tableName = tableName.substring(tableName.indexOf(".") + 1);
+            } else {
+                schema = "(select sys_context('USERENV','current_schema') from dual)";
+            }
+
+            sql = String.format(
+                "SELECT INDEX_NAME Key_name, COLUMN_NAME Column_name " +
+                    "from all_ind_columns " +
+                    "where TABLE_NAME = '%s' and TABLE_OWNER = %s " +
                     " union all " +
                     "SELECT DISTINCT " +
                     "CASE " +
@@ -461,9 +485,12 @@ public class ObReaderUtils {
                     "END AS Key_name, " +
                     "cols.column_name Column_name " +
                     "FROM all_constraints cons, all_cons_columns cols " +
-                    "WHERE cols.table_name = '" + tableName + "' AND cons.constraint_type in('P', 'U') " +
-                    "AND cons.constraint_name = cols.constraint_name AND cons.owner = cols.owner";
+                    "WHERE cols.table_name = '%s' AND cons.constraint_type in('P', 'U') " +
+                    "AND cons.constraint_name = cols.constraint_name AND cons.owner = cols.owner " +
+                    "AND cons.owner = %s",
+                tableName, schema, tableName, schema);
         }
+
         Statement stmt = null;
         ResultSet rs = null;
 
@@ -486,11 +513,26 @@ public class ObReaderUtils {
             // add primary key to all index
             if (allIndex.containsKey("PRIMARY")) {
                 List<String> colsInPrimary = allIndex.get("PRIMARY");
-                for (String keyName : allIndex.keySet()) {
-                    if (keyName.equals("PRIMARY")) {
+                Iterator<Map.Entry<String, List<String>>> iterator = allIndex.entrySet().iterator();
+                while (iterator.hasNext()) {
+                    Map.Entry<String, List<String>> entry = iterator.next();
+                    if (entry.getKey().equals("PRIMARY")) {
                         continue;
                     }
-                    allIndex.get(keyName).addAll(colsInPrimary);
+
+                    // remove the index which is identical with primary key
+                    List<String> indexColumns = entry.getValue();
+                    if (colsInPrimary.equals(indexColumns)) {
+                        iterator.remove();
+                    } else {
+                        // add primary key to the index if the index is not on the column
+                        colsInPrimary.forEach(
+                            c -> {
+                                if (!indexColumns.contains(c)) {
+                                    indexColumns.add(c);
+                                }
+                            });
+                    }
                 }
             }
         } catch (Exception e) {
@@ -504,6 +546,7 @@ public class ObReaderUtils {
     }
 
     /**
+     * find out the indexes which contains all columns in where conditions
      * @param conn
      * @param table
      * @param colNamesInCondition
@@ -517,7 +560,7 @@ public class ObReaderUtils {
             return indexNames;
         }
 
-        LOG.info("columNamesInConditions: " + String.join(",", colNamesInCondition));
+        LOG.info("columnNamesInConditions: " + String.join(",", colNamesInCondition));
 
         Map<String, List<String>> allIndex = getAllIndex(conn, table, compatibleMode);
         for (String keyName : allIndex.keySet()) {
@@ -528,7 +571,7 @@ public class ObReaderUtils {
             if (allIndex.get(keyName).size() < colNamesInCondition.size()) {
                 indexNotMatch = true;
             } else {
-                // the the first number columns of this index
+                // the first number columns of this index
                 int num = colNamesInCondition.size();
                 for (String colName : allIndex.get(keyName)) {
                     if (!colNamesInCondition.contains(colName)) {

From da9134bda4cdad7972b68096fa971fcbb1805b59 Mon Sep 17 00:00:00 2001
From: johnrobbet <johnxu.xj@alibaba-inc.com>
Date: Tue, 8 Mar 2022 15:57:27 +0800
Subject: [PATCH 169/251] readByPartition is lower priority than splitPk

---
 .../oceanbasev10reader/ext/ReaderJob.java     | 19 +++++++++++++------
 1 file changed, 13 insertions(+), 6 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index 56c4f1ad..6ed15e40 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -6,7 +6,7 @@ import com.alibaba.datax.common.constant.CommonConstant;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.reader.CommonRdbmsReader;
 import com.alibaba.datax.plugin.rdbms.reader.Key;
-import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.datax.plugin.rdbms.reader.Constant;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.OceanBaseReader;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.ObReaderUtils;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.PartitionSplitUtil;
@@ -29,7 +29,7 @@ public class ReaderJob extends CommonRdbmsReader.Job {
         ObReaderUtils.escapeDatabaseKeywords(columns);
         originalConfig.set(Key.COLUMN, columns);
 
-        List<JSONObject> conns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, JSONObject.class);
+        List<JSONObject> conns = originalConfig.getList(Constant.CONN_MARK, JSONObject.class);
         for (int i = 0; i < conns.size(); i++) {
             JSONObject conn = conns.get(i);
             Configuration connConfig = Configuration.from(conn.toString());
@@ -38,7 +38,7 @@ public class ReaderJob extends CommonRdbmsReader.Job {
             // tables will be null when querySql is configured
             if (tables != null) {
                 ObReaderUtils.escapeDatabaseKeywords(tables);
-                originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, i, Key.TABLE),
+                originalConfig.set(String.format("%s[%d].%s", Constant.CONN_MARK, i, Key.TABLE),
                     tables);
             }
         }
@@ -48,7 +48,8 @@ public class ReaderJob extends CommonRdbmsReader.Job {
     @Override
     public List<Configuration> split(Configuration originalConfig, int adviceNumber) {
         List<Configuration> list;
-        if (originalConfig.getBool(ObReaderKey.READ_BY_PARTITION, false)) {
+        // readByPartition is lower priority than splitPk
+        if (!isSplitPkValid(originalConfig) && originalConfig.getBool(ObReaderKey.READ_BY_PARTITION, false)) {
             LOG.info("try to split reader job by partition.");
             list = PartitionSplitUtil.splitByPartition(originalConfig);
         } else {
@@ -65,9 +66,15 @@ public class ReaderJob extends CommonRdbmsReader.Job {
         return list;
     }
 
+    private boolean isSplitPkValid(Configuration originalConfig) {
+        String splitPk = originalConfig.getString(Key.SPLIT_PK);
+        return splitPk != null && splitPk.trim().length() > 0;
+    }
+
     private String getObRegionName(String jdbcUrl) {
-        if (jdbcUrl.startsWith(Constant.OB10_SPLIT_STRING)) {
-            String[] ss = jdbcUrl.split(Constant.OB10_SPLIT_STRING_PATTERN);
+        final String obJdbcDelimiter = com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING;
+        if (jdbcUrl.startsWith(obJdbcDelimiter)) {
+            String[] ss = jdbcUrl.split(obJdbcDelimiter);
             if (ss.length >= 2) {
                 String tenant = ss[1].trim();
                 String[] sss = tenant.split(":");

From 04c3c2e81034de25983fb49aca01e405fd9a2c8f Mon Sep 17 00:00:00 2001
From: johnrobbet <johnxu.xj@alibaba-inc.com>
Date: Tue, 8 Mar 2022 16:42:59 +0800
Subject: [PATCH 170/251] do not readBySplit when it's not in table mode

---
 .../plugin/reader/oceanbasev10reader/ext/ReaderJob.java   | 8 ++++++--
 1 file changed, 6 insertions(+), 2 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index 6ed15e40..291dc785 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -1,5 +1,6 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader.ext;
 
+import java.util.Arrays;
 import java.util.List;
 
 import com.alibaba.datax.common.constant.CommonConstant;
@@ -48,8 +49,11 @@ public class ReaderJob extends CommonRdbmsReader.Job {
     @Override
     public List<Configuration> split(Configuration originalConfig, int adviceNumber) {
         List<Configuration> list;
-        // readByPartition is lower priority than splitPk
-        if (!isSplitPkValid(originalConfig) && originalConfig.getBool(ObReaderKey.READ_BY_PARTITION, false)) {
+        // readByPartition is lower priority than splitPk.
+        // and readByPartition only works in table mode.
+        if (!isSplitPkValid(originalConfig) &&
+                originalConfig.getBool(Constant.IS_TABLE_MODE) &&
+                originalConfig.getBool(ObReaderKey.READ_BY_PARTITION, false)) {
             LOG.info("try to split reader job by partition.");
             list = PartitionSplitUtil.splitByPartition(originalConfig);
         } else {

From e7403004816210c88d253ebc679df8bbd0c764b0 Mon Sep 17 00:00:00 2001
From: johnrobbet <johnxu.xj@alibaba-inc.com>
Date: Tue, 8 Mar 2022 17:43:14 +0800
Subject: [PATCH 171/251] do not change columnName to upper case when searching
 for save point columns

---
 .../plugin/reader/oceanbasev10reader/util/ObReaderUtils.java   | 3 ---
 1 file changed, 3 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 73576aa0..6356b97b 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -171,9 +171,6 @@ public class ObReaderUtils {
                 hasPk = true;
                 String columnName = rs.getString("Column_name");
                 columnName = escapeDatabaseKeywords(columnName);
-                if (!isEscapeMode(columnName)) {
-                    columnName = columnName.toLowerCase();
-                }
                 if (!realIndex.contains(columnName)) {
                     realIndex.add(columnName);
                 }

From 676af18f6ffbfed1e52bbf7a04c1076eac0124d3 Mon Sep 17 00:00:00 2001
From: hffariel <farielclaire@gmail.com>
Date: Thu, 17 Mar 2022 17:30:48 +0800
Subject: [PATCH 172/251] fix an npe

---
 README.md                                                    | 2 +-
 .../starrockswriter/manager/StarRocksStreamLoadVisitor.java  | 5 +++--
 2 files changed, 4 insertions(+), 3 deletions(-)

diff --git a/README.md b/README.md
index 0ff50387..6b9bcc5c 100644
--- a/README.md
+++ b/README.md
@@ -5,5 +5,5 @@ This is a repo forked from [DataX](https://github.com/alibaba/DataX), and mainta
 ## How to use
 
 1. Run `./build.sh` to gennerate the `starrockswriter.tar.gz`, then untar it into your own [DataX release](https://github.com/alibaba/DataX) directory(which will be `datax/plugin/writer/`).
-2. Create a `job.json` to define the reader and writer. More details about the configurations, please refer to the [Documentations](https://docs.starrocks.com).
+2. Create a `job.json` to define the reader and writer. More details about the configurations, please refer to the [Documentations](https://docs.starrocks.com/en-us/main/loading/DataX-starrocks-writer).
 3. Run `python datax/bin/datax.py --jvm="-Xms6G -Xmx6G" --loglevel=debug job.json` to start a job.
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index b8245d71..7d06d2db 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -25,6 +25,7 @@ import org.apache.http.util.EntityUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
+import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 import java.util.concurrent.TimeUnit;
@@ -107,7 +108,7 @@ public class StarRocksStreamLoadVisitor {
 
     private byte[] joinRows(List<byte[]> rows, int totalBytes) {
         if (StarRocksWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
-            Map<String, Object> props = writerOptions.getLoadProps();
+            Map<String, Object> props = (writerOptions.getLoadProps() == null ? new HashMap<>() : writerOptions.getLoadProps());
             byte[] lineDelimiter = StarRocksDelimiterParser.parse((String)props.get("row_delimiter"), "\n").getBytes(StandardCharsets.UTF_8);
             ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
             for (byte[] row : rows) {
@@ -216,7 +217,7 @@ public class StarRocksStreamLoadVisitor {
             }
         }
     }
-    
+
     private String getBasicAuthHeader(String username, String password) {
         String auth = username + ":" + password;
         byte[] encodedAuth = Base64.encodeBase64(auth.getBytes(StandardCharsets.UTF_8));

From ef8459376072b66c252235fb41e326b88105fb45 Mon Sep 17 00:00:00 2001
From: Trafalgar <trafalgarluo@gmail.com>
Date: Tue, 22 Mar 2022 10:59:21 +0800
Subject: [PATCH 173/251] Update sqlserverwriter.md
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

修正文档中关于 ["*"] 的显示问题， 主要是 * 在markdown语法的转义导致的
---
 sqlserverwriter/doc/sqlserverwriter.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/sqlserverwriter/doc/sqlserverwriter.md b/sqlserverwriter/doc/sqlserverwriter.md
index 255834c6..cdaf1526 100644
--- a/sqlserverwriter/doc/sqlserverwriter.md
+++ b/sqlserverwriter/doc/sqlserverwriter.md
@@ -127,7 +127,7 @@ SqlServerWriter 通过 DataX 框架获取 Reader 生成的协议数据，根据
 
 * **column**
 
-  * 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。如果要依次写入全部列，使用*表示, 例如: "column": ["*"]
+  * 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。如果要依次写入全部列，使用*表示, 例如: "column": ["\*"]
 
     		**column配置项必须指定，不能留空！**
 

From 22c4f8cd18419a9c0cec9432fea3898c14104d37 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 22 Mar 2022 13:50:43 +0800
Subject: [PATCH 174/251] [TS-1342]<fix>: record missing when batchWrite

---
 .../datax/plugin/writer/tdenginewriter/DefaultDataHandler.java   | 1 +
 1 file changed, 1 insertion(+)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 7854afee..f2d86509 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -89,6 +89,7 @@ public class DefaultDataHandler implements DataHandler {
                     recordBatch.add(record);
                 } else {
                     try {
+                        recordBatch.add(record);
                         affectedRows = writeBatch(conn, recordBatch);
                     } catch (SQLException e) {
                         LOG.warn("use one row insert. because:" + e.getMessage());

From 1856f044b7730933f5dc98d73800851f4b0abd07 Mon Sep 17 00:00:00 2001
From: Zhiyu Yang <69311263+zyyang-taosdata@users.noreply.github.com>
Date: Tue, 22 Mar 2022 14:20:42 +0800
Subject: [PATCH 175/251] Update tdenginewriter-CN.md

---
 tdenginewriter/doc/tdenginewriter-CN.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
index 54cb9b13..3d115fb7 100644
--- a/tdenginewriter/doc/tdenginewriter-CN.md
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -175,8 +175,8 @@ datax中的数据类型，可以映射到TDengine的数据类型
 | TDengine到TDengine | [超级表到子表](../src/test/resources/t2t-3.json)             |
 | TDengine到TDengine | [普通表到普通表](../src/test/resources/t2t-4.json)           |
 | RDBMS到TDengine    | [普通表到超级表，指定tbname](../src/test/resources/dm2t-1.json) |
-| RDBMS到TDengine    | [普通表到超级表，不指定tbname](../src/test/resources/dm2t-2.json) |
-| RDBMS到TDengine    | [普通表到子表](../src/test/resources/dm2t-3.json)            |
+| RDBMS到TDengine    | [普通表到超级表，不指定tbname](../src/test/resources/dm2t-3.json) |
+| RDBMS到TDengine    | [普通表到子表](../src/test/resources/dm2t-2.json)            |
 | RDBMS到TDengine    | [普通表到普通表](../src/test/resources/dm2t-4.json)          |
 | OpenTSDB到TDengine | [metric到普通表](../src/test/resources/o2t-1.json)           |
 

From 7ca8038318e2bde17bc0e7e273520852a4107b22 Mon Sep 17 00:00:00 2001
From: ShiChao <13263325202@163.com>
Date: Wed, 23 Mar 2022 19:23:11 +0800
Subject: [PATCH 176/251] [TS-1358]<fix>: fix affected row incorrect

---
 .../plugin/writer/tdenginewriter/DefaultDataHandler.java  | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index f2d86509..30ba7e23 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -90,10 +90,10 @@ public class DefaultDataHandler implements DataHandler {
                 } else {
                     try {
                         recordBatch.add(record);
-                        affectedRows = writeBatch(conn, recordBatch);
+                        affectedRows += writeBatch(conn, recordBatch);
                     } catch (SQLException e) {
                         LOG.warn("use one row insert. because:" + e.getMessage());
-                        affectedRows = writeEachRow(conn, recordBatch);
+                        affectedRows += writeEachRow(conn, recordBatch);
                     }
                     recordBatch.clear();
                 }
@@ -102,10 +102,10 @@ public class DefaultDataHandler implements DataHandler {
 
             if (!recordBatch.isEmpty()) {
                 try {
-                    affectedRows = writeBatch(conn, recordBatch);
+                    affectedRows += writeBatch(conn, recordBatch);
                 } catch (SQLException e) {
                     LOG.warn("use one row insert. because:" + e.getMessage());
-                    affectedRows = writeEachRow(conn, recordBatch);
+                    affectedRows += writeEachRow(conn, recordBatch);
                 }
                 recordBatch.clear();
             }

From 81391b60730cc5b030581d3eb9434f4e7a39216b Mon Sep 17 00:00:00 2001
From: ShiChao <13263325202@163.com>
Date: Wed, 23 Mar 2022 19:26:13 +0800
Subject: [PATCH 177/251] [TS-1358]<fix>: fix affected row incorrect

---
 .../plugin/writer/tdenginewriter/DefaultDataHandler.java  | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index f2d86509..30ba7e23 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -90,10 +90,10 @@ public class DefaultDataHandler implements DataHandler {
                 } else {
                     try {
                         recordBatch.add(record);
-                        affectedRows = writeBatch(conn, recordBatch);
+                        affectedRows += writeBatch(conn, recordBatch);
                     } catch (SQLException e) {
                         LOG.warn("use one row insert. because:" + e.getMessage());
-                        affectedRows = writeEachRow(conn, recordBatch);
+                        affectedRows += writeEachRow(conn, recordBatch);
                     }
                     recordBatch.clear();
                 }
@@ -102,10 +102,10 @@ public class DefaultDataHandler implements DataHandler {
 
             if (!recordBatch.isEmpty()) {
                 try {
-                    affectedRows = writeBatch(conn, recordBatch);
+                    affectedRows += writeBatch(conn, recordBatch);
                 } catch (SQLException e) {
                     LOG.warn("use one row insert. because:" + e.getMessage());
-                    affectedRows = writeEachRow(conn, recordBatch);
+                    affectedRows += writeEachRow(conn, recordBatch);
                 }
                 recordBatch.clear();
             }

From 1a7a00c7d1081801e5cfea2659c9bd430fe13d2c Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Thu, 5 May 2022 10:30:08 +0800
Subject: [PATCH 178/251] resolve code review suggestions

---
 tdenginereader/doc/tdenginereader-CN.md       |  21 +--
 .../datax/plugin/reader/TDengineReader.java   |  28 ++--
 .../writer/tdenginewriter/Constants.java      |   4 +-
 .../tdenginewriter/DefaultDataHandler.java    | 157 ++++++++++++------
 .../writer/tdenginewriter/SchemaManager.java  |  11 +-
 .../TDengineWriterErrorCode.java              |   8 +-
 .../DefaultDataHandlerTest.java               |  12 +-
 7 files changed, 141 insertions(+), 100 deletions(-)

diff --git a/tdenginereader/doc/tdenginereader-CN.md b/tdenginereader/doc/tdenginereader-CN.md
index aa3751ef..e9502756 100644
--- a/tdenginereader/doc/tdenginereader-CN.md
+++ b/tdenginereader/doc/tdenginereader-CN.md
@@ -22,7 +22,7 @@ TDengineReader 通过 TDengine 的 JDBC driver 查询获取数据。
         "reader": {
           "name": "tdenginereader",
           "parameter": {
-            "user": "root",
+            "username": "root",
             "password": "taosdata",
             "connection": [
               {
@@ -165,24 +165,8 @@ TDengineReader 通过 TDengine 的 JDBC driver 查询获取数据。
 
 #### 4.1.1 数据特征
 
-建表语句：
-
-单行记录类似于：
-
 #### 4.1.2 机器参数
 
-* 执行DataX的机器参数为:
-    1. cpu:
-    2. mem:
-    3. net: 千兆双网卡
-    4. disc: DataX 数据不落磁盘，不统计此项
-
-* TDengine数据库机器参数为:
-    1. cpu:
-    2. mem:
-    3. net: 千兆双网卡
-    4. disc:
-
 #### 4.1.3 DataX jvm 参数
 
 	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
@@ -201,9 +185,6 @@ TDengineReader 通过 TDengine 的 JDBC driver 查询获取数据。
 
 说明：
 
-1. 这里的单表，主键类型为 bigint(20),自增。
-2. batchSize 和 通道个数，对性能影响较大。
-
 #### 4.2.4 性能测试小结
 
 1.
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
index 332ddf3a..37977794 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -93,7 +93,7 @@ public class TDengineReader extends Reader {
             }
             if (start >= end)
                 throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE,
-                        "The parameter [" + Key.BEGIN_DATETIME + "] should be less than the parameter [" + Key.END_DATETIME + "].");
+                        "The parameter " + Key.BEGIN_DATETIME + ": " + beginDatetime + " should be less than the parameter " + Key.END_DATETIME + ": " + endDatetime + ".");
 
         }
 
@@ -119,7 +119,6 @@ public class TDengineReader extends Reader {
                 }
             }
 
-            LOG.info("Configuration: {}", configurations);
             return configurations;
         }
     }
@@ -142,15 +141,14 @@ public class TDengineReader extends Reader {
             try {
                 Class.forName("com.taosdata.jdbc.TSDBDriver");
                 Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
-            } catch (ClassNotFoundException e) {
-                e.printStackTrace();
+            } catch (ClassNotFoundException ignored) {
+                LOG.warn(ignored.getMessage(), ignored);
             }
         }
 
         @Override
         public void init() {
             this.readerSliceConfig = super.getPluginJobConf();
-            LOG.info("getPluginJobConf: {}", readerSliceConfig);
 
             String user = readerSliceConfig.getString(Key.USERNAME);
             String password = readerSliceConfig.getString(Key.PASSWORD);
@@ -174,7 +172,12 @@ public class TDengineReader extends Reader {
 
         @Override
         public void destroy() {
-
+            try {
+                if (conn != null)
+                    conn.close();
+            } catch (SQLException e) {
+                LOG.error(e.getMessage(), e);
+            }
         }
 
         @Override
@@ -199,22 +202,15 @@ public class TDengineReader extends Reader {
                 sqlList.addAll(querySql);
             }
 
-            try (Statement stmt = conn.createStatement()) {
-                for (String sql : sqlList) {
+            for (String sql : sqlList) {
+                try (Statement stmt = conn.createStatement()) {
                     ResultSet rs = stmt.executeQuery(sql);
                     while (rs.next()) {
                         Record record = buildRecord(recordSender, rs, mandatoryEncoding);
                         recordSender.sendToWriter(record);
                     }
-                }
-            } catch (SQLException e) {
-                throw DataXException.asDataXException(TDengineReaderErrorCode.RUNTIME_EXCEPTION, e.getMessage(), e);
-            } finally {
-                try {
-                    if (conn != null)
-                        conn.close();
                 } catch (SQLException e) {
-                    e.printStackTrace();
+                    LOG.error(e.getMessage(), e);
                 }
             }
         }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
index d62c8f32..e0445219 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
@@ -1,8 +1,6 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 public class Constants {
-    public static final String DEFAULT_USERNAME = "root";
-    public static final String DEFAULT_PASSWORD = "taosdata";
-    public static final int DEFAULT_BATCH_SIZE = 1;
+    public static final int DEFAULT_BATCH_SIZE = 1000;
     public static final boolean DEFAULT_IGNORE_TAGS_UNMATCHED = false;
 }
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 4ee91ce0..9801a323 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -52,14 +52,13 @@ public class DefaultDataHandler implements DataHandler {
         try {
             Class.forName("com.taosdata.jdbc.TSDBDriver");
             Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
-        } catch (ClassNotFoundException e) {
-            e.printStackTrace();
+        } catch (ClassNotFoundException ignored) {
         }
     }
 
     public DefaultDataHandler(Configuration configuration, TaskPluginCollector taskPluginCollector) {
-        this.username = configuration.getString(Key.USERNAME, Constants.DEFAULT_USERNAME);
-        this.password = configuration.getString(Key.PASSWORD, Constants.DEFAULT_PASSWORD);
+        this.username = configuration.getString(Key.USERNAME);
+        this.password = configuration.getString(Key.PASSWORD);
         this.jdbcUrl = configuration.getString(Key.JDBC_URL);
         this.batchSize = configuration.getInt(Key.BATCH_SIZE, Constants.DEFAULT_BATCH_SIZE);
         this.tables = configuration.getList(Key.TABLE, String.class);
@@ -73,14 +72,15 @@ public class DefaultDataHandler implements DataHandler {
         int count = 0;
         int affectedRows = 0;
 
-
         try (Connection conn = DriverManager.getConnection(jdbcUrl, username, password)) {
             LOG.info("connection[ jdbcUrl: " + jdbcUrl + ", username: " + username + "] established.");
-            // prepare table_name -> table_meta
-            this.schemaManager = new SchemaManager(conn);
-            this.tableMetas = schemaManager.loadTableMeta(tables);
-            // prepare table_name -> column_meta
-            this.columnMetas = schemaManager.loadColumnMetas(tables);
+            if (schemaManager == null) {
+                // prepare table_name -> table_meta
+                this.schemaManager = new SchemaManager(conn);
+                this.tableMetas = schemaManager.loadTableMeta(tables);
+                // prepare table_name -> column_meta
+                this.columnMetas = schemaManager.loadColumnMetas(tables);
+            }
 
             List<Record> recordBatch = new ArrayList<>();
             Record record;
@@ -89,10 +89,11 @@ public class DefaultDataHandler implements DataHandler {
                     recordBatch.add(record);
                 } else {
                     try {
-                        affectedRows = writeBatch(conn, recordBatch);
-                    } catch (SQLException e) {
+                        recordBatch.add(record);
+                        affectedRows += writeBatch(conn, recordBatch);
+                    } catch (Exception e) {
                         LOG.warn("use one row insert. because:" + e.getMessage());
-                        affectedRows = writeEachRow(conn, recordBatch);
+                        affectedRows += writeEachRow(conn, recordBatch);
                     }
                     recordBatch.clear();
                 }
@@ -101,10 +102,10 @@ public class DefaultDataHandler implements DataHandler {
 
             if (!recordBatch.isEmpty()) {
                 try {
-                    affectedRows = writeBatch(conn, recordBatch);
-                } catch (SQLException e) {
+                    affectedRows += writeBatch(conn, recordBatch);
+                } catch (Exception e) {
                     LOG.warn("use one row insert. because:" + e.getMessage());
-                    affectedRows = writeEachRow(conn, recordBatch);
+                    affectedRows += writeEachRow(conn, recordBatch);
                 }
                 recordBatch.clear();
             }
@@ -126,8 +127,8 @@ public class DefaultDataHandler implements DataHandler {
             recordList.add(record);
             try {
                 affectedRows += writeBatch(conn, recordList);
-            } catch (SQLException e) {
-                LOG.error(e.getMessage());
+            } catch (Exception e) {
+                LOG.error(e.getMessage(), e);
                 this.taskPluginCollector.collectDirtyRecord(record, e);
             }
         }
@@ -145,7 +146,7 @@ public class DefaultDataHandler implements DataHandler {
      * 3. 对于tb，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => insert into tb(ts, f1, f2) values(ts, f1, f2)
      * 4. 对于t，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, f3, t1, t2] insert into t(ts, f1, f2, f3, t1, t2) values(ts, f1, f2, f3, t1, t2)
      */
-    public int writeBatch(Connection conn, List<Record> recordBatch) throws SQLException {
+    public int writeBatch(Connection conn, List<Record> recordBatch) throws Exception {
         int affectedRows = 0;
         for (String table : tables) {
             TableMeta tableMeta = tableMetas.get(table);
@@ -173,31 +174,62 @@ public class DefaultDataHandler implements DataHandler {
      * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
      * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
      */
-    private int writeBatchToSupTableBySQL(Connection conn, String table, List<Record> recordBatch) throws SQLException {
+    private int writeBatchToSupTableBySQL(Connection conn, String table, List<Record> recordBatch) throws Exception {
         List<ColumnMeta> columnMetas = this.columnMetas.get(table);
 
         StringBuilder sb = new StringBuilder("insert into");
         for (Record record : recordBatch) {
             sb.append(" ").append(record.getColumn(indexOf("tbname")).asString())
                     .append(" using ").append(table)
-                    .append(" tags")
-                    .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
-                        return colMeta.isTag;
-                    }).map(colMeta -> {
-                        return buildColumnValue(colMeta, record);
-                    }).collect(Collectors.joining(",", "(", ")")))
-                    .append(" ")
-                    .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                    .append(" tags");
+//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+//                return colMeta.isTag;
+//            }).map(colMeta -> {
+//                return buildColumnValue(colMeta, record);
+//            }).collect(Collectors.joining(",", "(", ")")));
+            sb.append("(");
+            for (int i = 0; i < columns.size(); i++) {
+                ColumnMeta colMeta = columnMetas.get(i);
+                if (!columns.contains(colMeta.field))
+                    continue;
+                if (!colMeta.isTag)
+                    continue;
+                String tagValue = buildColumnValue(colMeta, record);
+                if (i == 0) {
+                    sb.append(tagValue);
+                } else {
+                    sb.append(",").append(tagValue);
+                }
+            }
+            sb.append(")");
+
+            sb.append(" ").append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
                         return !colMeta.isTag;
                     }).map(colMeta -> {
                         return colMeta.field;
                     }).collect(Collectors.joining(",", "(", ")")))
-                    .append(" values")
-                    .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
-                        return !colMeta.isTag;
-                    }).map(colMeta -> {
-                        return buildColumnValue(colMeta, record);
-                    }).collect(Collectors.joining(",", "(", ")")));
+                    .append(" values");
+
+//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+//                return !colMeta.isTag;
+//            }).map(colMeta -> {
+//                return buildColumnValue(colMeta, record);
+//            }).collect(Collectors.joining(",", "(", ")")));
+            sb.append("(");
+            for (int i = 0; i < columnMetas.size(); i++) {
+                ColumnMeta colMeta = columnMetas.get(i);
+                if (!columns.contains(colMeta.field))
+                    continue;
+                if (colMeta.isTag)
+                    continue;
+                String colValue = buildColumnValue(colMeta, record);
+                if (i == 0) {
+                    sb.append(colValue);
+                } else {
+                    sb.append(",").append(colValue);
+                }
+            }
+            sb.append(")");
         }
         String sql = sb.toString();
 
@@ -213,10 +245,11 @@ public class DefaultDataHandler implements DataHandler {
         return count;
     }
 
-    private String buildColumnValue(ColumnMeta colMeta, Record record) {
+    private String buildColumnValue(ColumnMeta colMeta, Record record) throws Exception {
         Column column = record.getColumn(indexOf(colMeta.field));
         TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
-        switch (column.getType()) {
+        Column.Type type = column.getType();
+        switch (type) {
             case DATE: {
                 Date value = column.asDate();
                 switch (timestampPrecision) {
@@ -243,8 +276,9 @@ public class DefaultDataHandler implements DataHandler {
             case DOUBLE:
             case INT:
             case LONG:
+                column.asString();
             default:
-                return column.asString();
+                throw new Exception("invalid column type: " + type);
         }
     }
 
@@ -392,7 +426,7 @@ public class DefaultDataHandler implements DataHandler {
      * else
      * insert into tb1 (ts, f1, f2) values( record[idx(ts)], record[idx(f1)], record[idx(f2)])
      */
-    private int writeBatchToSubTable(Connection conn, String table, List<Record> recordBatch) throws SQLException {
+    private int writeBatchToSubTable(Connection conn, String table, List<Record> recordBatch) throws Exception {
         List<ColumnMeta> columnMetas = this.columnMetas.get(table);
 
         StringBuilder sb = new StringBuilder();
@@ -419,11 +453,25 @@ public class DefaultDataHandler implements DataHandler {
             if (ignoreTagsUnmatched && !tagsAllMatch)
                 continue;
 
-            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
-                return !colMeta.isTag;
-            }).map(colMeta -> {
-                return buildColumnValue(colMeta, record);
-            }).collect(Collectors.joining(", ", "(", ") ")));
+//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+//                return !colMeta.isTag;
+//            }).map(colMeta -> {
+//                return buildColumnValue(colMeta, record);
+//            }).collect(Collectors.joining(", ", "(", ") ")));
+            sb.append("(");
+            for (int i = 0; i < columnMetas.size(); i++) {
+                ColumnMeta colMeta = columnMetas.get(i);
+                if (colMeta.isTag)
+                    continue;
+                String colValue = buildColumnValue(colMeta, record);
+                if (i == 0) {
+                    sb.append(colValue);
+                } else {
+                    sb.append(",").append(colValue);
+                }
+            }
+            sb.append(")");
+
             validRecords++;
         }
 
@@ -462,7 +510,7 @@ public class DefaultDataHandler implements DataHandler {
      * table: ["weather"], column: ["ts, f1, f2, f3, t1, t2"]
      * sql: insert into weather (ts, f1, f2, f3, t1, t2) values( record[idx(ts), record[idx(f1)], ...)
      */
-    private int writeBatchToNormalTable(Connection conn, String table, List<Record> recordBatch) throws SQLException {
+    private int writeBatchToNormalTable(Connection conn, String table, List<Record> recordBatch) throws Exception {
         List<ColumnMeta> columnMetas = this.columnMetas.get(table);
 
         StringBuilder sb = new StringBuilder();
@@ -474,9 +522,22 @@ public class DefaultDataHandler implements DataHandler {
                 .append(" values ");
 
         for (Record record : recordBatch) {
-            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
-                return buildColumnValue(colMeta, record);
-            }).collect(Collectors.joining(",", "(", ")")));
+//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
+//                return buildColumnValue(colMeta, record);
+//            }).collect(Collectors.joining(",", "(", ")")));
+            sb.append("(");
+            for (int i = 0; i < columnMetas.size(); i++) {
+                ColumnMeta colMeta = columnMetas.get(i);
+                if (!columns.contains(colMeta.field))
+                    continue;
+                String colValue = buildColumnValue(colMeta, record);
+                if (i == 0) {
+                    sb.append(colValue);
+                } else {
+                    sb.append(",").append(colValue);
+                }
+            }
+            sb.append(")");
         }
 
         String sql = sb.toString();
@@ -492,4 +553,4 @@ public class DefaultDataHandler implements DataHandler {
                 "cannot find col: " + colName + " in columns: " + columns);
     }
 
-}
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
index c48b7942..f3bdbfbc 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -10,6 +10,7 @@ import java.sql.ResultSet;
 import java.sql.SQLException;
 import java.sql.Statement;
 import java.util.*;
+import java.util.stream.Collectors;
 
 public class SchemaManager {
     private static final Logger LOG = LoggerFactory.getLogger(SchemaManager.class);
@@ -123,12 +124,14 @@ public class SchemaManager {
                         }
                     }
                 } catch (SQLException e) {
-                    e.printStackTrace();
+                    LOG.error(e.getMessage(), e);
                 }
                 colMeta.value = value;
             });
 
-            LOG.debug("load column metadata of " + table + ": " + Arrays.toString(columnMetaList.toArray()));
+            LOG.debug("load column metadata of " + table + ": " +
+                    columnMetaList.stream().map(ColumnMeta::toString).collect(Collectors.joining(",", "[", "]"))
+            );
             ret.put(table, columnMetaList);
         }
         return ret;
@@ -142,7 +145,9 @@ public class SchemaManager {
         tableMeta.tags = rs.getInt("tags");
         tableMeta.tables = rs.getInt("tables");
 
-        LOG.debug("load table metadata of " + tableMeta.tbname + ": " + tableMeta);
+        if (LOG.isDebugEnabled()){
+            LOG.debug("load table metadata of " + tableMeta.tbname + ": " + tableMeta);
+        }
         return tableMeta;
     }
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
index 469449e6..e1f2bc29 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
@@ -4,10 +4,10 @@ import com.alibaba.datax.common.spi.ErrorCode;
 
 public enum TDengineWriterErrorCode implements ErrorCode {
 
-    REQUIRED_VALUE("TDengineWriter-00", "缺失必要的值"),
-    ILLEGAL_VALUE("TDengineWriter-01", "值非法"),
-    RUNTIME_EXCEPTION("TDengineWriter-02", "运行时异常"),
-    TYPE_ERROR("TDengineWriter-03", "Datax类型无法正确映射到TDengine类型");
+    REQUIRED_VALUE("TDengineWriter-00", "parameter value is missing"),
+    ILLEGAL_VALUE("TDengineWriter-01", "invalid parameter value"),
+    RUNTIME_EXCEPTION("TDengineWriter-02", "runtime exception"),
+    TYPE_ERROR("TDengineWriter-03", "data type mapping error");
 
     private final String code;
     private final String description;
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
index e0acacb8..1034b74a 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
@@ -28,7 +28,7 @@ public class DefaultDataHandlerTest {
     private final TaskPluginCollector taskPluginCollector = new TDengineWriter.Task().getTaskPluginCollector();
 
     @Test
-    public void writeSupTableBySQL() throws SQLException {
+    public void writeSupTableBySQL() throws Exception {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
@@ -68,7 +68,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSupTableBySQL_2() throws SQLException {
+    public void writeSupTableBySQL_2() throws Exception {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
@@ -106,7 +106,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSupTableBySchemaless() throws SQLException {
+    public void writeSupTableBySchemaless() throws Exception {
         // given
         createSupTable();
         Configuration configuration = Configuration.from("{" +
@@ -146,7 +146,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSubTableWithTableName() throws SQLException {
+    public void writeSubTableWithTableName() throws Exception {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
@@ -185,7 +185,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSubTableWithoutTableName() throws SQLException {
+    public void writeSubTableWithoutTableName() throws Exception {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
@@ -224,7 +224,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeNormalTable() throws SQLException {
+    public void writeNormalTable() throws Exception {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +

From f0fcca0810b504d3057d1b96f409c6e90b65ad4c Mon Sep 17 00:00:00 2001
From: JohnnyJie <771886728@qq.com>
Date: Thu, 12 May 2022 11:23:22 +0800
Subject: [PATCH 179/251] Update tsdbhttpwriter.md
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

TSDB Writer文档
---
 tsdbwriter/doc/tsdbhttpwriter.md | 152 ++++++++++++++++++++++++++++---
 1 file changed, 138 insertions(+), 14 deletions(-)

diff --git a/tsdbwriter/doc/tsdbhttpwriter.md b/tsdbwriter/doc/tsdbhttpwriter.md
index c723a360..87f4d133 100644
--- a/tsdbwriter/doc/tsdbhttpwriter.md
+++ b/tsdbwriter/doc/tsdbhttpwriter.md
@@ -6,24 +6,57 @@ ___
 
 ## 1 快速介绍
 
-TSDBWriter 插件实现了将数据点写入到阿里巴巴自研 TSDB 数据库中（后续简称 TSDB）。
+TSDBWriter 插件实现了将数据点写入到阿里巴巴云原生多模数据库Lindorm TSDB数据库中（后续简称 TSDB）。
 
 
-时间序列数据库（Time Series Database , 简称 TSDB）是一种高性能，低成本，稳定可靠的在线时序数据库服务；提供高效读写，高压缩比存储、时序数据插值及聚合计算，广泛应用于物联网（IoT）设备监控系统 ，企业能源管理系统（EMS），生产安全监控系统，电力检测系统等行业场景。 TSDB 提供百万级时序数据秒级写入，高压缩比低成本存储、预降采样、插值、多维聚合计算，查询结果可视化功能；解决由于设备采集点数量巨大，数据采集频率高，造成的存储成本高，写入和查询分析效率低的问题。更多关于 TSDB 的介绍，详见[阿里云 TSDB 官网](https://help.aliyun.com/product/54825.html)。
+时间序列数据库（Time Series Database , 简称 TSDB）是一种高性能，低成本，稳定可靠的在线时序数据库服务；提供高效读写，高压缩比存储、时序数据插值及聚合计算，广泛应用于物联网（IoT）设备监控系统 ，企业能源管理系统（EMS），生产安全监控系统，电力检测系统等行业场景。 TSDB 提供千万级时序数据秒级写入，高压缩比低成本存储、预降采样、插值、多维聚合计算，查询结果可视化功能；解决由于设备采集点数量巨大，数据采集频率高，造成的存储成本高，写入和查询分析效率低的问题。更多关于 TSDB 的介绍，详见[阿里云 Lindorm TSDB 官网](https://help.aliyun.com/document_detail/174600.html)。
 
+注意：阿里巴巴自研HiTSDB已全新升级为云原生多模数据库Lindorm TSDB。Lindorm TSDB兼容大部分HiTSDB的HTTP API并提供原生SQL能力，TSDBWriter插件使用HTTP API方式写入，要使用原生SQL能力需要提前在Lindorm TSDB进行建表。详细参见[与旧版TSDB的比较](https://help.aliyun.com/document_detail/387477.html)
 
 
 ## 2 实现原理
 
-通过 HTTP 连接 TSDB 实例，并通过 `/api/put` 接口将数据点写入。关于写入接口详见 TSDB 的[接口说明文档](https://help.aliyun.com/document_detail/59939.html)。
-
-
+通过TSDB客户端 hitsdb-client 连接 TSDB 实例，并将数据点通过HTTP API方式写入。关于写入接口详见TSDB 的[SDK 参考](https://help.aliyun.com/document_detail/61587.html)。
 
 ## 3 功能说明
 
 ### 3.1 配置样例
 
-* 配置一个从 OpenTSDB 数据库同步抽取数据到 TSDB：
+* 配置TSDB Writer：
+```json
+{
+  "name": "tsdbwriter",
+  "parameter": {
+    "endpoint": "http://localhost:8242",
+    "sourceDbType": "RDB",
+    "batchSize": 256,
+    "columnType": [
+      "tag",
+      "tag",
+      "field_string",
+      "field_double",
+      "timestamp",
+      "field_boolean"
+    ],
+    "column": [
+      "tag1",
+      "tag2",
+      "field1",
+      "field2",
+      "timestamp",
+      "field3"
+    ],
+    "multiField":"true",
+    "table":"testmetric", 
+    "username":"xxx",
+    "password":"xxx",
+    "ignoreWriteError":"false",
+    "database":"default"
+  }
+}
+```
+
+* 配置一个从 支持 OpenTSDB 协议的数据库同步抽取数据到 TSDB：
 
 ```json
 {
@@ -42,7 +75,7 @@ TSDBWriter 插件实现了将数据点写入到阿里巴巴自研 TSDB 数据库
           }
         },
         "writer": {
-          "name": "tsdbhttpwriter",
+          "name": "tsdbwriter",
           "parameter": {
             "endpoint": "http://localhost:8242"
           }
@@ -58,7 +91,36 @@ TSDBWriter 插件实现了将数据点写入到阿里巴巴自研 TSDB 数据库
 }
 ```
 
-
+* 使用 OpenTSDB （单值）协议写入TSDB（不推荐）：
+```json
+{
+  "name": "tsdbwriter",
+  "endpoint": "http://localhost:8242",
+  "sourceDbType": "RDB",
+  "parameter": {
+    "batchSize": 256,
+    "columnType": [
+      "tag",
+      "tag",
+      "field_string",
+      "field_double",
+      "timestamp",
+      "field_boolean"
+    ],
+    "column": [
+      "tag1",
+      "tag2",
+      "field_metric_1",
+      "field_metric_2",
+      "timestamp",
+      "field_metric_3"
+    ],
+    "username":"tsdb",
+    "password":"enxU^",
+    "ignoreWriteError":"false"
+  }
+}
+```
 
 ### 3.2 参数说明
 
@@ -74,23 +136,85 @@ TSDBWriter 插件实现了将数据点写入到阿里巴巴自研 TSDB 数据库
     * 格式：http://IP:Port
     * 默认值：无
 
+* **sourceDbType**
+   * 描述：源端数据类型
+   * 必选：否
+   * 格式：string [RDB或者TSDB]
+   * 默认值：TSDB
+
+* **multiField**
+   * 描述：使用HTTP API多值（多个field）方式写入，目前TSDB版本使用多值写入，需要指定为true
+   * 必选：是
+   * 格式：bool
+   * 默认值：false （单值）
+   * 说明: 如果使用Lindorm TSDB原生SQL能力访问HTTP API方式写入的数据，需要在TSDB进行预建表，否则只能使用HiTSDB HTTP API方式[查询数据](https://help.aliyun.com/document_detail/107576.html)。
+
+* **column**
+   * 描述：关系型数据库中表的字段名
+   * 必选：当sourceDbType为RDB时必选
+   * 格式：string 
+   * 默认值：无
+   * 说明: 此处的字段顺序，需要和Reader插件中配置的column字段的顺序保持一致。
+
+* **columnType**
+   * 描述：关系型数据库中表字段，映射到TSDB中的类型。支持的类型如下所示：
+      * timestamp：该字段为时间戳
+      * tag：该字段为tag
+      * field_string: 该Field的value是字符串类型
+      * field_double: 该Field的value是数值类型
+      * field_boolean: 该Field的value是布尔类型
+   * 必选：当sourceDbType为RDB时必选
+   * 格式：string [RDB或者TSDB]
+   * 默认值: 无
+   * 说明: 此处的字段顺序，需要和column配置中的字段顺序保持一致
+
+* **table**
+   * 描述：TSDB对应表名（metric）
+   * 必选：当sourceDbType为RDB时且multiField为true时必选
+   * 格式：string 
+   * 默认值：无
+   * 说明: 要导入的TSDB表名，如果multiField为falase,不需要填写，对应的metric需要写到column字段
+
 * **batchSize**
    * 描述：每次批量数据的条数
    * 必选：否
    * 格式：int，需要保证大于 0
    * 默认值：100
 
+* **ignoreWriteError**
+   * 描述：如果设置为 true，则忽略写入错误，继续写入；否则，多次重试后仍写入失败的话，则会终止写入任务
+   * 必选：否
+   * 格式：bool
+   * 默认值：false
+
+* **username**
+   * 描述：数据库用户名
+   * 必选：否
+   * 格式：string 
+   * 默认值：无
+   * 说明: TSDB配置了鉴权需要填写
+
+
+* **password**
+   * 描述：数据库密码
+   * 必选：否
+   * 格式：string 
+   * 默认值：无
+   * 说明: TSDB配置了鉴权需要填写
+
+* **database**
+   * 描述：导入的数据库
+   * 必选：否
+   * 格式：string 
+   * 默认值：default
+   * 说明: TSDB需要提前创建数据库
+
 * **maxRetryTime**
    * 描述：失败后重试的次数
    * 必选：否
    * 格式：int，需要保证大于 1
    * 默认值：3
 
-* **ignoreWriteError**
-   * 描述：如果设置为 true，则忽略写入错误，继续写入；否则，多次重试后仍写入失败的话，则会终止写入任务
-   * 必选：否
-   * 格式：bool
-   * 默认值：false
 
 
 
@@ -171,7 +295,7 @@ HBase 机型： 8C16G * 5
 
 ## 5 约束限制
 
-### 5.1 目前只支持兼容 TSDB 2.4.x 及以上版本
+### 5.1 目前支持Lindorm TSDB全部版本 以及 HiTSDB 2.4.x 及以上版本
 
 其他版本暂不保证兼容
 

From 64eeea95bbcb446efef922e20a4ca87be484c1f4 Mon Sep 17 00:00:00 2001
From: JohnnyJie <771886728@qq.com>
Date: Thu, 12 May 2022 11:44:46 +0800
Subject: [PATCH 180/251] Update tsdbhttpwriter.md

---
 tsdbwriter/doc/tsdbhttpwriter.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/tsdbwriter/doc/tsdbhttpwriter.md b/tsdbwriter/doc/tsdbhttpwriter.md
index 87f4d133..c0b13654 100644
--- a/tsdbwriter/doc/tsdbhttpwriter.md
+++ b/tsdbwriter/doc/tsdbhttpwriter.md
@@ -36,7 +36,7 @@ TSDBWriter 插件实现了将数据点写入到阿里巴巴云原生多模数据
       "field_string",
       "field_double",
       "timestamp",
-      "field_boolean"
+      "field_bool"
     ],
     "column": [
       "tag1",
@@ -121,6 +121,7 @@ TSDBWriter 插件实现了将数据点写入到阿里巴巴云原生多模数据
   }
 }
 ```
+转换到的TSDB 表名（metric）由column中field对应的列名决定：对于上诉配置一行关系型数据将会写入三个metric（field_metric_1，field_metric_2，field_metric_3）
 
 ### 3.2 参数说明
 

From 1b20d9a9e53244113266f8f0bcb8a26935df49b1 Mon Sep 17 00:00:00 2001
From: ZhangLu <49864044+VVeaker@users.noreply.github.com>
Date: Thu, 19 May 2022 11:44:57 +0800
Subject: [PATCH 181/251] Update mongodbwriter.md

---
 mongodbwriter/doc/mongodbwriter.md | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/mongodbwriter/doc/mongodbwriter.md b/mongodbwriter/doc/mongodbwriter.md
index 74de8a0a..b3bfece4 100644
--- a/mongodbwriter/doc/mongodbwriter.md
+++ b/mongodbwriter/doc/mongodbwriter.md
@@ -116,9 +116,9 @@ MongoDBWriter通过Datax框架获取Reader生成的数据，然后将Datax支持
                                 "type": "int"
                             }
                         ],
-						"upsertInfo": {
-							"isUpsert": "true",
-							"upsertKey": "unique_id"
+						"writeMode": {
+							"isReplace": "true",
+							"replaceKey": "unique_id"
 						}
                     }
                 }
@@ -135,11 +135,11 @@ MongoDBWriter通过Datax框架获取Reader生成的数据，然后将Datax支持
 * collectionName： MonogoDB的集合名。【必填】
 * column：MongoDB的文档列名。【必填】
 * name：Column的名字。【必填】
-* type：Column的类型。【选填】
+* type：Column的类型。【必填】
 * splitter：特殊分隔符，当且仅当要处理的字符串要用分隔符分隔为字符数组时，才使用这个参数，通过这个参数指定的分隔符，将字符串分隔存储到MongoDB的数组中。【选填】
-* upsertInfo：指定了传输数据时更新的信息。【选填】
-* isUpsert：当设置为true时，表示针对相同的upsertKey做更新操作。【选填】
-* upsertKey：upsertKey指定了每行记录的业务主键。用来做更新时使用。【选填】
+* writeMode：指定了传输数据时更新的信息。【选填】
+* isReplace：当设置为true时，表示针对相同的replaceKey做更新操作。【选填】
+* replaceKey：replaceKey指定了每行记录的业务主键。用来做更新时使用。【选填】
 
 #### 5 类型转换
 

From fb4976901850b4b7b29f5274b68dacbd3d2507bf Mon Sep 17 00:00:00 2001
From: ZhangLu <49864044+VVeaker@users.noreply.github.com>
Date: Thu, 2 Jun 2022 09:12:17 +0800
Subject: [PATCH 182/251] Update mysqlreader.md
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

mysqlReader在配置querySql和table时会提示两者冲突，配置其一即可
---
 mysqlreader/doc/mysqlreader.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/mysqlreader/doc/mysqlreader.md b/mysqlreader/doc/mysqlreader.md
index bae4bce0..24589579 100644
--- a/mysqlreader/doc/mysqlreader.md
+++ b/mysqlreader/doc/mysqlreader.md
@@ -197,9 +197,9 @@ MysqlReader插件实现了从Mysql读取数据。在底层实现上，MysqlReade
 
 * **querySql**
 
-	* 描述：在有些业务场景下，where这一配置项不足以描述所筛选的条件，用户可以通过该配置型来自定义筛选SQL。当用户配置了这一项之后，DataX系统就会忽略table，column这些配置型，直接使用这个配置项的内容对数据进行筛选，例如需要进行多表join后同步数据，使用select a,b from table_a join table_b on table_a.id = table_b.id <br />
+	* 描述：在有些业务场景下，where这一配置项不足以描述所筛选的条件，用户可以通过该配置型来自定义筛选SQL。当用户配置了这一项之后，DataX系统就会忽略column这些配置型，直接使用这个配置项的内容对数据进行筛选，例如需要进行多表join后同步数据，使用select a,b from table_a join table_b on table_a.id = table_b.id <br />
 
-	 `当用户配置querySql时，MysqlReader直接忽略table、column、where条件的配置`，querySql优先级大于table、column、where选项。
+	 `当用户配置querySql时，MysqlReader直接忽略column、where条件的配置`，querySql优先级大于column、where选项。querySql和table不能同时存在
 
 	* 必选：否 <br />
 

From e9a579759ebe0113d7a40aebe074fab83c788134 Mon Sep 17 00:00:00 2001
From: jt-chen <18209291445@163.com>
Date: Thu, 9 Jun 2022 21:13:49 +0800
Subject: [PATCH 183/251] =?UTF-8?q?DataX=20=E9=80=9A=E9=81=93=E8=83=BD?=
 =?UTF-8?q?=E5=8A=9B=E6=9B=B4=E6=96=B0=EF=BC=88MaxCompute=E3=80=81Hologres?=
 =?UTF-8?q?=E3=80=81Tdengine=E3=80=81OSS=EF=BC=89=E3=80=81=E5=AE=89?=
 =?UTF-8?q?=E5=85=A8=E6=BC=8F=E6=B4=9E=E6=9B=B4=E6=96=B0=E3=80=81=E9=80=9A?=
 =?UTF-8?q?=E7=94=A8=E6=89=93=E5=8C=85=E6=9B=B4=E6=96=B0=E7=AD=89?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 NOTICE                                        |   39 +
 README.md                                     |    6 +-
 adbpgwriter/src/main/doc/adbpgwriter.md       |    6 +-
 common/pom.xml                                |    8 +
 .../datax/common/element/BoolColumn.java      |    8 +-
 .../datax/common/element/BytesColumn.java     |    6 +
 .../alibaba/datax/common/element/Column.java  |    2 +
 .../datax/common/element/ColumnCast.java      |   15 +
 .../datax/common/element/DateColumn.java      |    5 +
 .../datax/common/element/DoubleColumn.java    |    6 +
 .../datax/common/element/LongColumn.java      |    5 +
 .../alibaba/datax/common/element/Record.java  |    6 +
 .../datax/common/element/StringColumn.java    |   10 +
 .../common/exception/DataXException.java      |    8 +
 .../datax/common/plugin/AbstractPlugin.java   |   12 +
 .../datax/common/util/ConfigurationUtil.java  |   37 +
 .../alibaba/datax/common}/util/DESCipher.java |  298 ++---
 .../datax/common/util/DataXCaseEnvUtil.java   |   33 +
 .../common/util/IdAndKeyRollingUtil.java      |   62 +
 .../alibaba/datax/common/util/ListUtil.java   |   22 +
 .../datax/common/util/LocalStrings.properties |   54 +
 .../common/util/LocalStrings_en_US.properties |   53 +
 .../common/util/LocalStrings_ja_JP.properties |   53 +
 .../common/util/LocalStrings_zh_CN.properties |   54 +
 .../common/util/LocalStrings_zh_HK.properties |  104 ++
 .../common/util/LocalStrings_zh_TW.properties |  104 ++
 .../datax/common/util/MessageSource.java      |  207 +++
 .../datax/common/util/RangeSplitUtil.java     |   23 +
 core/pom.xml                                  |    8 +
 core/src/main/bin/datax.py                    |  114 +-
 .../java/com/alibaba/datax/core/Engine.java   |    6 +-
 .../datax/core/LocalStrings.properties        |    5 +
 .../datax/core/LocalStrings_en_US.properties  |    5 +
 .../datax/core/LocalStrings_ja_JP.properties  |    5 +
 .../datax/core/LocalStrings_zh_CN.properties  |    5 +
 .../datax/core/LocalStrings_zh_HK.properties  |   10 +
 .../datax/core/LocalStrings_zh_TW.properties  |   10 +
 .../plugin/task/util/DirtyRecord.java         |   19 +
 .../core/transport/record/DefaultRecord.java  |   12 +
 .../transport/record/TerminateRecord.java     |   12 +
 .../datax/core/util/LocalStrings.properties   |   58 +
 .../core/util/LocalStrings_en_US.properties   |   58 +
 .../core/util/LocalStrings_ja_JP.properties   |   58 +
 .../core/util/LocalStrings_zh_CN.properties   |   58 +
 .../core/util/LocalStrings_zh_HK.properties   |  116 ++
 .../core/util/LocalStrings_zh_TW.properties   |  116 ++
 drdsreader/doc/drdsreader.md                  |    2 +-
 .../src/main/resources/plugin.json            |    2 +-
 hbase11xwriter/doc/hbase11xwriter.md          |   63 +-
 hdfsreader/pom.xml                            |   16 +
 hdfswriter/pom.xml                            |   18 +-
 .../plugin/writer/hdfswriter/HdfsHelper.java  |   70 +
 .../plugin/writer/hdfswriter/HdfsWriter.java  |   49 +
 .../datax/plugin/writer/hdfswriter/Key.java   |   13 +
 hologresjdbcwriter/doc/hologresjdbcwriter.md  |  204 +++
 hologresjdbcwriter/pom.xml                    |   90 ++
 .../src/main/assembly/package.xml             |   35 +
 .../writer/hologresjdbcwriter/BaseWriter.java |  526 ++++++++
 .../writer/hologresjdbcwriter/Constant.java   |   15 +
 .../HologresJdbcWriter.java                   |   78 ++
 .../plugin/writer/hologresjdbcwriter/Key.java |   31 +
 .../hologresjdbcwriter/util/ConfLoader.java   |   59 +
 .../util/OriginalConfPretreatmentUtil.java    |   82 ++
 .../hologresjdbcwriter/util/WriterUtil.java   |  111 ++
 .../src/main/resources/plugin.json            |    6 +
 .../main/resources/plugin_job_template.json   |   11 +
 introduction.md                               |    1 +
 license.txt                                   |    2 +-
 mongodbreader/doc/mongodbreader.md            |    5 +-
 mongodbwriter/doc/mongodbwriter.md            |   18 +-
 mysqlreader/doc/mysqlreader.md                |    2 +-
 .../oceanbasev10reader/OceanBaseReader.java   |   17 +-
 .../oceanbasev10reader/ext/ReaderJob.java     |   27 +-
 .../oceanbasev10reader/ext/ReaderTask.java    |   44 +-
 .../util/ObReaderUtils.java                   |  164 ++-
 .../oceanbasev10reader/util/TaskContext.java  |    1 +
 .../OceanBaseV10Writer.java                   |   34 +-
 .../ext/ServerConnectInfo.java                |   29 +-
 .../task/ConcurrentTableWriterTask.java       |  127 +-
 .../oceanbasev10writer/task/InsertTask.java   |    3 +-
 .../util/ObWriterUtils.java                   |   52 +-
 odpsreader/pom.xml                            |   53 +-
 odpsreader/src/main/assembly/package.xml      |    7 -
 .../plugin/reader/odpsreader/Constant.java    |    4 +-
 .../datax/plugin/reader/odpsreader/Key.java   |   11 +
 .../reader/odpsreader/LocalStrings.properties |   64 +
 .../plugin/reader/odpsreader/OdpsReader.java  |  340 +++--
 .../odpsreader/OdpsReaderErrorCode.java       |   51 +-
 .../plugin/reader/odpsreader/ReaderProxy.java |  811 ++++++++++--
 .../reader/odpsreader/util/IdAndKeyUtil.java  |   38 +-
 .../odpsreader/util/LocalStrings.properties   |   25 +
 .../reader/odpsreader/util/OdpsSplitUtil.java |   21 +-
 .../reader/odpsreader/util/OdpsUtil.java      |  222 +++-
 .../reader/odpsreader/util/SqliteUtil.java    |  103 ++
 ...UserConfiguredPartitionClassification.java |   39 +
 .../src/main/libs/bcprov-jdk15on-1.52.jar     |  Bin 2902942 -> 0 bytes
 odpswriter/pom.xml                            |   42 +-
 odpswriter/src/main/assembly/package.xml      |    7 -
 .../plugin/writer/odpswriter/Constant.java    |   30 +
 .../writer/odpswriter/DateTransForm.java      |   57 +
 .../datax/plugin/writer/odpswriter/Key.java   |   56 +
 .../writer/odpswriter/LocalStrings.properties |   34 +
 .../plugin/writer/odpswriter/OdpsWriter.java  |  657 ++++++++--
 .../odpswriter/OdpsWriterErrorCode.java       |   45 +-
 .../writer/odpswriter/OdpsWriterProxy.java    | 1044 +++++++++++++--
 .../odpswriter/model/PartitionInfo.java       |   87 ++
 .../odpswriter/model/UserDefinedFunction.java |   44 +
 .../model/UserDefinedFunctionRule.java        |   26 +
 .../odpswriter/util/CustomPartitionUtils.java |   54 +
 .../writer/odpswriter/util/DESCipher.java     |  355 ------
 .../writer/odpswriter/util/IdAndKeyUtil.java  |   42 +-
 .../odpswriter/util/LocalStrings.properties   |   39 +
 .../odpswriter/util/OdpsExceptionMsg.java     |    3 -
 .../writer/odpswriter/util/OdpsUtil.java      |  603 +++++++--
 .../src/main/libs/bcprov-jdk15on-1.52.jar     |  Bin 2902942 -> 0 bytes
 .../datax/plugin/reader/conn/CliQuery.java    |   32 +-
 .../plugin/reader/conn/Connection4TSDB.java   |   32 +-
 .../plugin/reader/conn/DataPoint4TSDB.java    |   32 +-
 .../datax/plugin/reader/conn/DumpSeries.java  |   32 +-
 .../reader/conn/OpenTSDBConnection.java       |   32 +-
 .../plugin/reader/conn/OpenTSDBDump.java      |   32 +-
 .../reader/opentsdbreader/Constant.java       |   32 +-
 .../plugin/reader/opentsdbreader/Key.java     |   32 +-
 .../reader/opentsdbreader/OpenTSDBReader.java |   32 +-
 .../OpenTSDBReaderErrorCode.java              |   32 +-
 .../datax/plugin/reader/util/HttpUtils.java   |   32 +-
 .../datax/plugin/reader/util/TSDBUtils.java   |   32 +-
 .../datax/plugin/reader/util/TimeUtils.java   |   32 +-
 oscarwriter/pom.xml                           |    8 +-
 ossreader/pom.xml                             |   19 +-
 .../datax/plugin/reader/ossreader/Key.java    |   25 +
 .../reader/ossreader/OssInputStream.java      |  132 ++
 .../plugin/reader/ossreader/OssReader.java    |  520 +++++---
 .../ossreader/util/HdfsParquetUtil.java       |   40 +
 .../reader/ossreader/util/OssSplitUtil.java   |  485 +++++++
 osswriter/pom.xml                             |   67 +-
 .../plugin/writer/osswriter/Constant.java     |    7 +
 .../datax/plugin/writer/osswriter/Key.java    |   51 +
 .../writer/osswriter/OssSingleObject.java     |   78 ++
 .../plugin/writer/osswriter/OssWriter.java    | 1130 +++++++++++++----
 .../writer/osswriter/OssWriterProxy.java      |  171 +++
 .../parquet/ParquetFileProccessor.java        |   49 +
 .../osswriter/parquet/ParquetFileSupport.java |  355 ++++++
 .../writer/osswriter/util/HandlerUtil.java    |   38 +
 .../osswriter/util/HdfsParquetUtil.java       |  145 +++
 otsreader/pom.xml                             |   21 +
 otsstreamreader/pom.xml                       |   21 +
 .../src/main/resources/plugin.json            |    2 +-
 otswriter/pom.xml                             |   21 +
 package.xml                                   |   77 +-
 .../unstructuredstorage/FileFormat.java       |   97 ++
 .../LocalStrings.properties                   |    1 +
 .../LocalStrings_en_US.properties             |    1 +
 .../LocalStrings_ja_JP.properties             |    1 +
 .../LocalStrings_zh_CN.properties             |    1 +
 .../LocalStrings_zh_HK.properties             |    1 +
 .../LocalStrings_zh_TW.properties             |    1 +
 .../unstructuredstorage/reader/Constant.java  |   43 +
 .../unstructuredstorage/reader/Key.java       |   59 +
 .../reader/UnstructuredStorageReaderUtil.java |   28 +-
 .../binaryFileUtil/BinaryFileReaderUtil.java  |   62 +
 .../reader/binaryFileUtil/ByteUtils.java      |   48 +
 .../reader/split/StartEndPair.java            |   49 +
 .../reader/split/UnstructuredSplitUtil.java   |  191 +++
 .../util/ColumnTypeUtil.java                  |   90 ++
 .../unstructuredstorage/util/HdfsUtil.java    |   16 +
 .../unstructuredstorage/writer/Constant.java  |   30 +-
 .../writer/DataXCsvWriter.java                |  296 +++++
 .../unstructuredstorage/writer/Key.java       |   34 +
 .../writer/TextCsvWriterManager.java          |   65 +-
 .../UnstructuredStorageWriterErrorCode.java   |    3 +-
 .../writer/UnstructuredStorageWriterUtil.java |  177 ++-
 .../BinaryFileWriterErrorCode.java            |   33 +
 .../binaryFileUtil/BinaryFileWriterUtil.java  |  126 ++
 pom.xml                                       |   89 +-
 postgresqlreader/doc/postgresqlreader.md      |    2 +-
 postgresqlreader/pom.xml                      |    2 +-
 postgresqlwriter/pom.xml                      |    2 +-
 .../postgresqlwriter/PostgresqlWriter.java    |    2 +
 rdbmsreader/doc/rdbmsreader.md                |    2 +-
 sqlserverwriter/doc/sqlserverwriter.md        |    2 +-
 tdenginereader/doc/tdenginereader-CN.md       |  195 +++
 tdenginereader/pom.xml                        |  135 ++
 tdenginereader/src/main/assembly/package.xml  |   34 +
 .../datax/plugin/reader/TDengineReader.java   |  265 ++++
 .../reader/TDengineReaderErrorCode.java       |   34 +
 tdenginereader/src/main/resources/plugin.json |    9 +
 .../main/resources/plugin_job_template.json   |   23 +
 .../datax/plugin/reader/TDengine2DMTest.java  |   86 ++
 .../plugin/reader/TDengine2StreamTest.java    |   66 +
 .../plugin/reader/TDengineReaderTest.java     |  153 +++
 tdenginereader/src/test/resources/t2dm.json   |   52 +
 .../src/test/resources/t2stream-1.json        |   47 +
 .../src/test/resources/t2stream-2.json        |   37 +
 tdenginewriter/doc/tdenginewriter-CN.md       |  245 ++++
 tdenginewriter/doc/tdenginewriter.md          |  196 +++
 tdenginewriter/pom.xml                        |  138 ++
 tdenginewriter/src/main/assembly/package.xml  |   34 +
 .../writer/tdenginewriter/ColumnMeta.java     |   24 +
 .../writer/tdenginewriter/Constants.java      |    6 +
 .../writer/tdenginewriter/DataHandler.java    |    8 +
 .../tdenginewriter/DefaultDataHandler.java    |  556 ++++++++
 .../plugin/writer/tdenginewriter/Key.java     |   18 +
 .../tdenginewriter/OpentsdbDataHandler.java   |   99 ++
 .../writer/tdenginewriter/SchemaManager.java  |  177 +++
 .../writer/tdenginewriter/TDengineWriter.java |  114 ++
 .../TDengineWriterErrorCode.java              |   34 +
 .../writer/tdenginewriter/TableMeta.java      |   22 +
 .../writer/tdenginewriter/TableType.java      |    5 +
 .../tdenginewriter/TimestampPrecision.java    |    5 +
 tdenginewriter/src/main/resources/plugin.json |    9 +
 .../main/resources/plugin_job_template.json   |   20 +
 .../tdenginewriter/Csv2TDengineTest.java      |   41 +
 .../tdenginewriter/DM2TDengineTest.java       |  124 ++
 .../DefaultDataHandlerTest.java               |  300 +++++
 .../tdenginewriter/Mysql2TDengineTest.java    |   72 ++
 .../tdenginewriter/Opentsdb2TDengineTest.java |   38 +
 .../tdenginewriter/SchemaManagerTest.java     |   85 ++
 .../tdenginewriter/Stream2TDengineTest.java   |   70 +
 .../tdenginewriter/TDengine2TDengineTest.java |  129 ++
 .../tdenginewriter/TDengineWriterTest.java    |   62 +
 tdenginewriter/src/test/resources/csv2t.json  |   80 ++
 .../src/test/resources/defaultJob.json        |  226 ++++
 .../src/test/resources/dm-schema.sql          |   30 +
 tdenginewriter/src/test/resources/dm2t-1.json |   62 +
 tdenginewriter/src/test/resources/dm2t-2.json |   62 +
 tdenginewriter/src/test/resources/dm2t-3.json |   76 ++
 tdenginewriter/src/test/resources/dm2t-4.json |   61 +
 tdenginewriter/src/test/resources/m2t-1.json  |   72 ++
 tdenginewriter/src/test/resources/o2t-1.json  |   36 +
 tdenginewriter/src/test/resources/t2t-1.json  |   94 ++
 tdenginewriter/src/test/resources/t2t-2.json  |   92 ++
 tdenginewriter/src/test/resources/t2t-3.json  |   92 ++
 tdenginewriter/src/test/resources/t2t-4.json  |   72 ++
 tdenginewriter/src/test/resources/weather.csv |   10 +
 .../plugin/reader/tsdbreader/Constant.java    |    2 +
 .../datax/plugin/reader/tsdbreader/Key.java   |    5 +
 .../plugin/reader/tsdbreader/TSDBReader.java  |  109 +-
 .../tsdbreader/conn/Connection4TSDB.java      |   27 +-
 .../tsdbreader/conn/TSDBConnection.java       |   41 +-
 .../reader/tsdbreader/conn/TSDBDump.java      |   96 +-
 .../reader/tsdbreader/util/HttpUtils.java     |   50 +-
 .../reader/tsdbreader/util/TSDBUtils.java     |   38 +-
 .../tsdbreader/conn/TSDBConnectionTest.java   |    4 +-
 .../reader/tsdbreader/util/HttpUtilsTest.java |   39 -
 tsdbwriter/doc/tsdbhttpwriter.md              |  153 ++-
 tsdbwriter/pom.xml                            |    7 +
 .../plugin/writer/conn/Connection4TSDB.java   |   34 +-
 .../plugin/writer/conn/TSDBConnection.java    |   38 +-
 .../datax/plugin/writer/tsdbwriter/Key.java   |   16 +-
 .../writer/tsdbwriter/SourceDBType.java       |    5 +
 .../writer/tsdbwriter/TSDBConverter.java      |   96 ++
 .../plugin/writer/tsdbwriter/TSDBModel.java   |   11 +
 .../plugin/writer/tsdbwriter/TSDBWriter.java  |  326 ++++-
 .../tsdbwriter/TSDBWriterErrorCode.java       |    1 +
 .../datax/plugin/writer/util/HttpUtils.java   |   56 +-
 .../datax/plugin/writer/util/TSDBUtils.java   |   38 +-
 .../writer/conn/TSDBConnectionTest.java       |    4 +-
 .../plugin/writer/util/HttpUtilsTest.java     |    4 +-
 .../datax/plugin/writer/util/TSDBTest.java    |    4 +-
 userGuid.md                                   |    2 +-
 261 files changed, 17980 insertions(+), 2432 deletions(-)
 create mode 100644 NOTICE
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/ConfigurationUtil.java
 rename {odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader => common/src/main/java/com/alibaba/datax/common}/util/DESCipher.java (60%)
 mode change 100644 => 100755
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/DataXCaseEnvUtil.java
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/IdAndKeyRollingUtil.java
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/LocalStrings.properties
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/LocalStrings_en_US.properties
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/LocalStrings_ja_JP.properties
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_CN.properties
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_HK.properties
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_TW.properties
 create mode 100644 common/src/main/java/com/alibaba/datax/common/util/MessageSource.java
 create mode 100644 core/src/main/java/com/alibaba/datax/core/LocalStrings.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/LocalStrings_en_US.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/LocalStrings_ja_JP.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_CN.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_HK.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_TW.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/util/LocalStrings.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/util/LocalStrings_en_US.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/util/LocalStrings_ja_JP.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_CN.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_HK.properties
 create mode 100644 core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_TW.properties
 create mode 100644 hologresjdbcwriter/doc/hologresjdbcwriter.md
 create mode 100644 hologresjdbcwriter/pom.xml
 create mode 100755 hologresjdbcwriter/src/main/assembly/package.xml
 create mode 100644 hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/BaseWriter.java
 create mode 100755 hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/Constant.java
 create mode 100755 hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/HologresJdbcWriter.java
 create mode 100755 hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/Key.java
 create mode 100644 hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/ConfLoader.java
 create mode 100755 hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/OriginalConfPretreatmentUtil.java
 create mode 100755 hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/WriterUtil.java
 create mode 100644 hologresjdbcwriter/src/main/resources/plugin.json
 create mode 100644 hologresjdbcwriter/src/main/resources/plugin_job_template.json
 create mode 100644 odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/LocalStrings.properties
 create mode 100644 odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/LocalStrings.properties
 create mode 100644 odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/SqliteUtil.java
 create mode 100644 odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/UserConfiguredPartitionClassification.java
 delete mode 100644 odpsreader/src/main/libs/bcprov-jdk15on-1.52.jar
 create mode 100644 odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/DateTransForm.java
 create mode 100644 odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/LocalStrings.properties
 create mode 100644 odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/PartitionInfo.java
 create mode 100644 odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/UserDefinedFunction.java
 create mode 100644 odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/UserDefinedFunctionRule.java
 create mode 100644 odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/CustomPartitionUtils.java
 delete mode 100755 odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/DESCipher.java
 create mode 100644 odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/LocalStrings.properties
 delete mode 100644 odpswriter/src/main/libs/bcprov-jdk15on-1.52.jar
 create mode 100644 ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssInputStream.java
 create mode 100644 ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/HdfsParquetUtil.java
 create mode 100644 ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/OssSplitUtil.java
 create mode 100644 osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssSingleObject.java
 create mode 100644 osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriterProxy.java
 create mode 100644 osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileProccessor.java
 create mode 100644 osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileSupport.java
 create mode 100644 osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HandlerUtil.java
 create mode 100644 osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HdfsParquetUtil.java
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/FileFormat.java
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings.properties
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_en_US.properties
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_ja_JP.properties
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_CN.properties
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_HK.properties
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_TW.properties
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/binaryFileUtil/BinaryFileReaderUtil.java
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/binaryFileUtil/ByteUtils.java
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/StartEndPair.java
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/UnstructuredSplitUtil.java
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/ColumnTypeUtil.java
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/HdfsUtil.java
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/DataXCsvWriter.java
 create mode 100755 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/binaryFileUtil/BinaryFileWriterErrorCode.java
 create mode 100644 plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/binaryFileUtil/BinaryFileWriterUtil.java
 create mode 100644 tdenginereader/doc/tdenginereader-CN.md
 create mode 100644 tdenginereader/pom.xml
 create mode 100755 tdenginereader/src/main/assembly/package.xml
 create mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
 create mode 100644 tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
 create mode 100755 tdenginereader/src/main/resources/plugin.json
 create mode 100644 tdenginereader/src/main/resources/plugin_job_template.json
 create mode 100644 tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java
 create mode 100644 tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2StreamTest.java
 create mode 100644 tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
 create mode 100644 tdenginereader/src/test/resources/t2dm.json
 create mode 100644 tdenginereader/src/test/resources/t2stream-1.json
 create mode 100644 tdenginereader/src/test/resources/t2stream-2.json
 create mode 100644 tdenginewriter/doc/tdenginewriter-CN.md
 create mode 100644 tdenginewriter/doc/tdenginewriter.md
 create mode 100644 tdenginewriter/pom.xml
 create mode 100644 tdenginewriter/src/main/assembly/package.xml
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/ColumnMeta.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableMeta.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableType.java
 create mode 100644 tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TimestampPrecision.java
 create mode 100644 tdenginewriter/src/main/resources/plugin.json
 create mode 100644 tdenginewriter/src/main/resources/plugin_job_template.json
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Csv2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
 create mode 100644 tdenginewriter/src/test/resources/csv2t.json
 create mode 100644 tdenginewriter/src/test/resources/defaultJob.json
 create mode 100644 tdenginewriter/src/test/resources/dm-schema.sql
 create mode 100644 tdenginewriter/src/test/resources/dm2t-1.json
 create mode 100644 tdenginewriter/src/test/resources/dm2t-2.json
 create mode 100644 tdenginewriter/src/test/resources/dm2t-3.json
 create mode 100644 tdenginewriter/src/test/resources/dm2t-4.json
 create mode 100644 tdenginewriter/src/test/resources/m2t-1.json
 create mode 100644 tdenginewriter/src/test/resources/o2t-1.json
 create mode 100644 tdenginewriter/src/test/resources/t2t-1.json
 create mode 100644 tdenginewriter/src/test/resources/t2t-2.json
 create mode 100644 tdenginewriter/src/test/resources/t2t-3.json
 create mode 100644 tdenginewriter/src/test/resources/t2t-4.json
 create mode 100644 tdenginewriter/src/test/resources/weather.csv
 delete mode 100644 tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtilsTest.java
 create mode 100644 tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/SourceDBType.java
 create mode 100644 tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java
 create mode 100644 tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBModel.java

diff --git a/NOTICE b/NOTICE
new file mode 100644
index 00000000..eb7cbe4b
--- /dev/null
+++ b/NOTICE
@@ -0,0 +1,39 @@
+========================================================
+DataX 是阿里云 DataWorks数据集成 的开源版本，在阿里巴巴集团内被广泛使用的离线数据同步工具/平台。DataX 实现了包括 MySQL、Oracle、OceanBase、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、Hologres、DRDS 等各种异构数据源之间高效的数据同步功能。
+
+DataX is an open source offline data synchronization tool / platform widely used in Alibaba group and other companies. DataX implements efficient data synchronization between heterogeneous data sources including mysql, Oracle, oceanbase, sqlserver, postgre, HDFS, hive, ads, HBase, tablestore (OTS), maxcompute (ODPs), hologres, DRDS, etc.
+
+Copyright 1999-2022 Alibaba Group Holding Ltd.
+
+Licensed under the Apache License, Version 2.0 (the "License");
+you may not use this file except in compliance with the License.
+You may obtain a copy of the License at
+
+     http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing, software
+distributed under the License is distributed on an "AS IS" BASIS,
+WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
+See the License for the specific language governing permissions and
+limitations under the License.
+
+===================================================================
+文级别引用，按许可证
+This product contains various third-party components under other open source licenses.
+This section summarizes those components and their licenses. 
+GNU Lesser General Public License
+--------------------------------------
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/CliQuery.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/Connection4TSDB.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DataPoint4TSDB.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DumpSeries.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBConnection.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBDump.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Constant.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Key.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReader.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReaderErrorCode.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/HttpUtils.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TSDBUtils.java
+opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TimeUtils.java
+===================================================================
diff --git a/README.md b/README.md
index 681de048..ec5de715 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 
 # DataX
 
-DataX 是阿里云 [DataWorks数据集成](https://www.aliyun.com/product/bigdata/ide) 的开源版本，在阿里巴巴集团内被广泛使用的离线数据同步工具/平台。DataX 实现了包括 MySQL、Oracle、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、Hologres、DRDS 等各种异构数据源之间高效的数据同步功能。
+DataX 是阿里云 [DataWorks数据集成](https://www.aliyun.com/product/bigdata/ide) 的开源版本，在阿里巴巴集团内被广泛使用的离线数据同步工具/平台。DataX 实现了包括 MySQL、Oracle、OceanBase、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、Hologres、DRDS 等各种异构数据源之间高效的数据同步功能。
 
 # DataX 商业版本
 阿里云DataWorks数据集成是DataX团队在阿里云上的商业化产品，致力于提供复杂网络环境下、丰富的异构数据源之间高速稳定的数据移动能力，以及繁杂业务背景下的数据同步解决方案。目前已经支持云上近3000家客户，单日同步数据超过3万亿条。DataWorks数据集成目前支持离线50+种数据源，可以进行整库迁移、批量上云、增量同步、分库分表等各类同步解决方案。2020年更新实时同步能力，2020年更新实时同步能力，支持10+种数据源的读写任意组合。提供MySQL，Oracle等多种数据源到阿里云MaxCompute，Hologres等大数据引擎的一键全增量同步解决方案。
@@ -39,6 +39,7 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 | ------------ | ---------- | :-------: | :-------: |:-------: |
 | RDBMS 关系型数据库 | MySQL      |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md)|
 |              | Oracle     |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md)|
+|              | OceanBase  |     √     |     √     |[读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase)|
 |              | SQLServer  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md)|
 |              | PostgreSQL |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md)|
 |              | DRDS |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md)|
@@ -46,7 +47,7 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 | 阿里云数仓数据存储    | ODPS       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md)|
 |              | ADS        |           |     √     |[写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md)|
 |              | OSS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md)|
-|              | OCS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ocsreader/doc/ocsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md)|
+|              | OCS        |           |     √     |[写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md)|
 | NoSQL数据存储    | OTS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/otsreader/doc/otsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/otswriter/doc/otswriter.md)|
 |              | Hbase0.94  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase094xreader/doc/hbase094xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase094xwriter/doc/hbase094xwriter.md)|
 |              | Hbase1.1   |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase11xreader/doc/hbase11xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xwriter/doc/hbase11xwriter.md)|
@@ -61,6 +62,7 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 |              | Elasticsearch       |         |     √     |[写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md)|
 | 时间序列数据库 | OpenTSDB | √ |  |[读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md)|
 |  | TSDB | √ | √ |[读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md)|
+|  | TDengine | √ | √ |[读](https://github.com/alibaba/DataX/blob/master/tdenginereader/doc/tdenginereader-CN.md) 、[写](https://github.com/alibaba/DataX/blob/master/tdenginewriter/doc/tdenginewriter-CN.md)|
 
 # 阿里云DataWorks数据集成
 
diff --git a/adbpgwriter/src/main/doc/adbpgwriter.md b/adbpgwriter/src/main/doc/adbpgwriter.md
index 80427241..6d3857bc 100644
--- a/adbpgwriter/src/main/doc/adbpgwriter.md
+++ b/adbpgwriter/src/main/doc/adbpgwriter.md
@@ -65,9 +65,9 @@ COPY命令将数据写入ADB PG数据库中。
             "writer": {
               "name": "adbpgwriter",
               "parameter": {
-                  "username": "username",
-                  "password": "password",
-                  "host": "host",
+                  "username": "",
+                  "password": "",
+                  "host": "127.0.0.1",
                   "port": "1234",
                   "database": "database",
                   "schema": "schema",
diff --git a/common/pom.xml b/common/pom.xml
index 1a57cccd..eafdb5da 100755
--- a/common/pom.xml
+++ b/common/pom.xml
@@ -61,6 +61,14 @@
     </dependencies>
 
     <build>
+        <resources>
+          <resource>
+            <directory>src/main/java</directory>
+            <includes>
+              <include>**/*.properties</include>
+            </includes>
+          </resource>
+        </resources>
         <plugins>
             <plugin>
                 <artifactId>maven-compiler-plugin</artifactId>
diff --git a/common/src/main/java/com/alibaba/datax/common/element/BoolColumn.java b/common/src/main/java/com/alibaba/datax/common/element/BoolColumn.java
index 7699e152..0978074b 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/BoolColumn.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/BoolColumn.java
@@ -92,7 +92,13 @@ public class BoolColumn extends Column {
 		throw DataXException.asDataXException(
 				CommonErrorCode.CONVERT_NOT_SUPPORT, "Bool类型不能转为Date .");
 	}
-
+	
+	@Override
+	public Date asDate(String dateFormat) {
+		throw DataXException.asDataXException(
+				CommonErrorCode.CONVERT_NOT_SUPPORT, "Bool类型不能转为Date .");
+	}
+	
 	@Override
 	public byte[] asBytes() {
 		throw DataXException.asDataXException(
diff --git a/common/src/main/java/com/alibaba/datax/common/element/BytesColumn.java b/common/src/main/java/com/alibaba/datax/common/element/BytesColumn.java
index d3cc5993..bc1eeb79 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/BytesColumn.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/BytesColumn.java
@@ -75,6 +75,12 @@ public class BytesColumn extends Column {
 		throw DataXException.asDataXException(
 				CommonErrorCode.CONVERT_NOT_SUPPORT, "Bytes类型不能转为Date .");
 	}
+	
+	@Override
+	public Date asDate(String dateFormat) {
+		throw DataXException.asDataXException(
+				CommonErrorCode.CONVERT_NOT_SUPPORT, "Bytes类型不能转为Date .");
+	}
 
 	@Override
 	public Boolean asBoolean() {
diff --git a/common/src/main/java/com/alibaba/datax/common/element/Column.java b/common/src/main/java/com/alibaba/datax/common/element/Column.java
index ed68e88d..2e093a7a 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/Column.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/Column.java
@@ -55,6 +55,8 @@ public abstract class Column {
 	public abstract String asString();
 
 	public abstract Date asDate();
+	
+	public abstract Date asDate(String dateFormat);
 
 	public abstract byte[] asBytes();
 
diff --git a/common/src/main/java/com/alibaba/datax/common/element/ColumnCast.java b/common/src/main/java/com/alibaba/datax/common/element/ColumnCast.java
index 89d0a7c6..85d62ecc 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/ColumnCast.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/ColumnCast.java
@@ -22,6 +22,11 @@ public final class ColumnCast {
 			throws ParseException {
 		return StringCast.asDate(column);
 	}
+	
+	public static Date string2Date(final StringColumn column, String dateFormat)
+			throws ParseException {
+		return StringCast.asDate(column, dateFormat);
+	}
 
 	public static byte[] string2Bytes(final StringColumn column)
 			throws UnsupportedEncodingException {
@@ -115,6 +120,16 @@ class StringCast {
 		}
 		throw e;
 	}
+	
+	static Date asDate(final StringColumn column, String dateFormat) throws ParseException {
+		ParseException e;
+		try {
+			return FastDateFormat.getInstance(dateFormat, StringCast.timeZoner).parse(column.asString());
+		} catch (ParseException ignored) {
+			e = ignored;
+		}
+		throw e;
+	}
 
 	static byte[] asBytes(final StringColumn column)
 			throws UnsupportedEncodingException {
diff --git a/common/src/main/java/com/alibaba/datax/common/element/DateColumn.java b/common/src/main/java/com/alibaba/datax/common/element/DateColumn.java
index 6626a6fb..f688d163 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/DateColumn.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/DateColumn.java
@@ -89,6 +89,11 @@ public class DateColumn extends Column {
 
 		return new Date((Long)this.getRawData());
 	}
+	
+	@Override
+	public Date asDate(String dateFormat) {
+		return asDate();
+	}
 
 	@Override
 	public byte[] asBytes() {
diff --git a/common/src/main/java/com/alibaba/datax/common/element/DoubleColumn.java b/common/src/main/java/com/alibaba/datax/common/element/DoubleColumn.java
index 17170ea6..915bd8ef 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/DoubleColumn.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/DoubleColumn.java
@@ -132,6 +132,12 @@ public class DoubleColumn extends Column {
 		throw DataXException.asDataXException(
 				CommonErrorCode.CONVERT_NOT_SUPPORT, "Double类型无法转为Date类型 .");
 	}
+	
+	@Override
+	public Date asDate(String dateFormat) {
+		throw DataXException.asDataXException(
+				CommonErrorCode.CONVERT_NOT_SUPPORT, "Double类型无法转为Date类型 .");
+	}
 
 	@Override
 	public byte[] asBytes() {
diff --git a/common/src/main/java/com/alibaba/datax/common/element/LongColumn.java b/common/src/main/java/com/alibaba/datax/common/element/LongColumn.java
index d8113f7c..e0f8d865 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/LongColumn.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/LongColumn.java
@@ -125,6 +125,11 @@ public class LongColumn extends Column {
 		}
 		return new Date(this.asLong());
 	}
+	
+	@Override
+	public Date asDate(String dateFormat) {
+		return this.asDate();
+	}
 
 	@Override
 	public byte[] asBytes() {
diff --git a/common/src/main/java/com/alibaba/datax/common/element/Record.java b/common/src/main/java/com/alibaba/datax/common/element/Record.java
index d06d80aa..7abf45dd 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/Record.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/Record.java
@@ -1,5 +1,7 @@
 package com.alibaba.datax.common.element;
 
+import java.util.Map;
+
 /**
  * Created by jingxing on 14-8-24.
  */
@@ -20,4 +22,8 @@ public interface Record {
 
 	public int getMemorySize();
 
+	public void setMeta(Map<String, String> meta);
+
+	public Map<String, String> getMeta();
+
 }
diff --git a/common/src/main/java/com/alibaba/datax/common/element/StringColumn.java b/common/src/main/java/com/alibaba/datax/common/element/StringColumn.java
index 11209f46..c1e7a84e 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/StringColumn.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/StringColumn.java
@@ -149,6 +149,16 @@ public class StringColumn extends Column {
 					String.format("String[\"%s\"]不能转为Date .", this.asString()));
 		}
 	}
+	
+	@Override
+	public Date asDate(String dateFormat) {
+		try {
+			return ColumnCast.string2Date(this, dateFormat);
+		} catch (Exception e) {
+			throw DataXException.asDataXException(CommonErrorCode.CONVERT_NOT_SUPPORT,
+					String.format("String[\"%s\"]不能转为Date .", this.asString()));
+		}
+	}
 
 	@Override
 	public byte[] asBytes() {
diff --git a/common/src/main/java/com/alibaba/datax/common/exception/DataXException.java b/common/src/main/java/com/alibaba/datax/common/exception/DataXException.java
index f360e699..09d00adc 100755
--- a/common/src/main/java/com/alibaba/datax/common/exception/DataXException.java
+++ b/common/src/main/java/com/alibaba/datax/common/exception/DataXException.java
@@ -16,6 +16,10 @@ public class DataXException extends RuntimeException {
         this.errorCode = errorCode;
     }
 
+    public DataXException(String errorMessage) {
+        super(errorMessage);
+    }
+
     private DataXException(ErrorCode errorCode, String errorMessage, Throwable cause) {
         super(errorCode.toString() + " - " + getMessage(errorMessage) + " - " + getMessage(cause), cause);
 
@@ -26,6 +30,10 @@ public class DataXException extends RuntimeException {
         return new DataXException(errorCode, message);
     }
 
+    public static DataXException asDataXException(String message) {
+        return new DataXException(message);
+    }
+
     public static DataXException asDataXException(ErrorCode errorCode, String message, Throwable cause) {
         if (cause instanceof DataXException) {
             return (DataXException) cause;
diff --git a/common/src/main/java/com/alibaba/datax/common/plugin/AbstractPlugin.java b/common/src/main/java/com/alibaba/datax/common/plugin/AbstractPlugin.java
index 184ee89e..0323a976 100755
--- a/common/src/main/java/com/alibaba/datax/common/plugin/AbstractPlugin.java
+++ b/common/src/main/java/com/alibaba/datax/common/plugin/AbstractPlugin.java
@@ -3,6 +3,8 @@ package com.alibaba.datax.common.plugin;
 import com.alibaba.datax.common.base.BaseObject;
 import com.alibaba.datax.common.util.Configuration;
 
+import java.util.List;
+
 public abstract class AbstractPlugin extends BaseObject implements Pluginable {
 	//作业的config
     private Configuration pluginJobConf;
@@ -15,6 +17,8 @@ public abstract class AbstractPlugin extends BaseObject implements Pluginable {
 
     private String peerPluginName;
 
+    private List<Configuration> readerPluginSplitConf;
+
     @Override
 	public String getPluginName() {
 		assert null != this.pluginConf;
@@ -84,4 +88,12 @@ public abstract class AbstractPlugin extends BaseObject implements Pluginable {
     public void postHandler(Configuration jobConfiguration){
 
     }
+
+    public List<Configuration> getReaderPluginSplitConf(){
+        return this.readerPluginSplitConf;
+    }
+
+    public void setReaderPluginSplitConf(List<Configuration> readerPluginSplitConf){
+        this.readerPluginSplitConf = readerPluginSplitConf;
+    }
 }
diff --git a/common/src/main/java/com/alibaba/datax/common/util/ConfigurationUtil.java b/common/src/main/java/com/alibaba/datax/common/util/ConfigurationUtil.java
new file mode 100644
index 00000000..e5e07547
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/ConfigurationUtil.java
@@ -0,0 +1,37 @@
+package com.alibaba.datax.common.util;
+
+import java.util.Arrays;
+import java.util.List;
+import java.util.Set;
+
+import org.apache.commons.lang3.StringUtils;
+
+public class ConfigurationUtil {
+    private static final List<String> SENSITIVE_KEYS = Arrays.asList("password", "accessKey", "securityToken",
+        "AccessKeyId", "AccessKeySecert", "AccessKeySecret", "clientPassword");
+
+    public static Configuration filterSensitive(Configuration origin) {
+        // shell 任务configuration metric 可能为null。
+        if (origin == null) {
+            return origin;
+        }
+        // 确保不影响入参的对象
+        Configuration configuration = origin.clone();
+        Set<String> keys = configuration.getKeys();
+        for (final String key : keys) {
+            boolean isSensitive = false;
+            for (String sensitiveKey : SENSITIVE_KEYS) {
+                if (StringUtils.endsWithIgnoreCase(key, sensitiveKey)) {
+                    isSensitive = true;
+                    break;
+                }
+            }
+
+            if (isSensitive && configuration.get(key) instanceof String) {
+                configuration.set(key, configuration.getString(key).replaceAll(".", "*"));
+            }
+
+        }
+        return configuration;
+    }
+}
\ No newline at end of file
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/DESCipher.java b/common/src/main/java/com/alibaba/datax/common/util/DESCipher.java
old mode 100644
new mode 100755
similarity index 60%
rename from odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/DESCipher.java
rename to common/src/main/java/com/alibaba/datax/common/util/DESCipher.java
index 82e97191..0692a7b3
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/DESCipher.java
+++ b/common/src/main/java/com/alibaba/datax/common/util/DESCipher.java
@@ -1,5 +1,5 @@
 /**
- *  (C) 2010-2014 Alibaba Group Holding Limited.
+ *  (C) 2010-2022 Alibaba Group Holding Limited.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -14,342 +14,216 @@
  * limitations under the License.
  */
 
-package com.alibaba.datax.plugin.reader.odpsreader.util;
+package com.alibaba.datax.common.util;
 
 import javax.crypto.Cipher;
 import javax.crypto.SecretKey;
 import javax.crypto.SecretKeyFactory;
 import javax.crypto.spec.DESKeySpec;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
 import java.security.SecureRandom;
 
 /**
- * 　　* DES加解密,支持与delphi交互(字符串编码需统一为UTF-8)
- *
- * 　　*
- *
- * 　　* @author wym
- *
- * 　　
+ * DES加解密,支持与delphi交互(字符串编码需统一为UTF-8)
+ * 将这个工具类抽取到 common 中，方便后续代码复用
  */
-
 public class DESCipher {
-
+	private static Logger LOGGER = LoggerFactory.getLogger(DESCipher.class);
 	/**
-	 * 　　* 密钥
-	 *
-	 * 　　
+	 * 密钥
 	 */
-
-	public static final String KEY = "DESDES";
-
+	public static final String KEY = "";
 	private final static String DES = "DES";
 
 	/**
-	 * 　　* 加密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 明文(字节)
-	 *
-	 * 　　* @param key
-	 *
-	 * 　　* 密钥，长度必须是8的倍数
-	 *
-	 * 　　* @return 密文(字节)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
+	 * 加密
+	 * @param src 明文(字节) 
+	 * @param key 密钥，长度必须是8的倍数
+	 * @return 密文(字节)
+	 * @throws Exception
 	 */
-
 	public static byte[] encrypt(byte[] src, byte[] key) throws Exception {
-
 		// DES算法要求有一个可信任的随机数源
-
 		SecureRandom sr = new SecureRandom();
-
+		
 		// 从原始密匙数据创建DESKeySpec对象
-
 		DESKeySpec dks = new DESKeySpec(key);
-
+		
 		// 创建一个密匙工厂，然后用它把DESKeySpec转换成
-
 		// 一个SecretKey对象
-
 		SecretKeyFactory keyFactory = SecretKeyFactory.getInstance(DES);
-
 		SecretKey securekey = keyFactory.generateSecret(dks);
-
+		
 		// Cipher对象实际完成加密操作
-
 		Cipher cipher = Cipher.getInstance(DES);
 
 		// 用密匙初始化Cipher对象
-
 		cipher.init(Cipher.ENCRYPT_MODE, securekey, sr);
 
 		// 现在，获取数据并加密
-
 		// 正式执行加密操作
-
 		return cipher.doFinal(src);
-
 	}
 
 	/**
-	 * 　　* 解密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 密文(字节)
-	 *
-	 * 　　* @param key
-	 *
-	 * 　　* 密钥，长度必须是8的倍数
-	 *
-	 * 　　* @return 明文(字节)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
+	 * * 解密
+	 * * @param src
+	 * * 密文(字节)
+	 * * @param key
+	 * * 密钥，长度必须是8的倍数
+	 * * @return 明文(字节)
+	 * * @throws Exception
 	 */
-
 	public static byte[] decrypt(byte[] src, byte[] key) throws Exception {
-
 		// DES算法要求有一个可信任的随机数源
-
 		SecureRandom sr = new SecureRandom();
 
 		// 从原始密匙数据创建一个DESKeySpec对象
-
 		DESKeySpec dks = new DESKeySpec(key);
 
 		// 创建一个密匙工厂，然后用它把DESKeySpec对象转换成
-
 		// 一个SecretKey对象
-
 		SecretKeyFactory keyFactory = SecretKeyFactory.getInstance(DES);
-
 		SecretKey securekey = keyFactory.generateSecret(dks);
 
 		// Cipher对象实际完成解密操作
-
 		Cipher cipher = Cipher.getInstance(DES);
 
 		// 用密匙初始化Cipher对象
-
 		cipher.init(Cipher.DECRYPT_MODE, securekey, sr);
 
 		// 现在，获取数据并解密
-
 		// 正式执行解密操作
-
 		return cipher.doFinal(src);
-
 	}
 
 	/**
-	 * 　　* 加密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 明文(字节)
-	 *
-	 * 　　* @return 密文(字节)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
+	 * 加密
+	 * @param src * 明文(字节)
+	 * @return 密文(字节)
+	 * @throws Exception
 	 */
-
 	public static byte[] encrypt(byte[] src) throws Exception {
-
 		return encrypt(src, KEY.getBytes());
-
 	}
 
 	/**
-	 * 　　* 解密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 密文(字节)
-	 *
-	 * 　　* @return 明文(字节)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
+	 * 解密
+	 * @param src 密文(字节)
+	 * @return 明文(字节)
+	 * @throws Exception
 	 */
-
 	public static byte[] decrypt(byte[] src) throws Exception {
-
 		return decrypt(src, KEY.getBytes());
-
 	}
 
 	/**
-	 * 　　* 加密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 明文(字符串)
-	 *
-	 * 　　* @return 密文(16进制字符串)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
+	 * 加密
+	 * @param src 明文(字符串)
+	 * @return 密文(16进制字符串)
+	 * @throws Exception
 	 */
-
 	public final static String encrypt(String src) {
-
 		try {
-
 			return byte2hex(encrypt(src.getBytes(), KEY.getBytes()));
-
 		} catch (Exception e) {
-
-			e.printStackTrace();
-
+			LOGGER.warn(e.getMessage(), e);
+		}
+		return null;
+	}
+	
+	/**
+	 * 加密
+	 * @param src 明文(字符串)
+	 * @param encryptKey 加密用的秘钥
+	 * @return 密文(16进制字符串)
+	 * @throws Exception
+	 */
+	public final static String encrypt(String src, String encryptKey) {
+		try {
+			return byte2hex(encrypt(src.getBytes(), encryptKey.getBytes()));
+		} catch (Exception e) {
+			LOGGER.warn(e.getMessage(), e);
 		}
-
 		return null;
-
 	}
 
 	/**
-	 * 　　* 解密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 密文(字符串)
-	 *
-	 * 　　* @return 明文(字符串)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
+	 * 解密
+	 * @param src 密文(字符串)
+	 * @return 明文(字符串)
+	 * @throws Exception
 	 */
-
 	public final static String decrypt(String src) {
 		try {
-
 			return new String(decrypt(hex2byte(src.getBytes()), KEY.getBytes()));
-
 		} catch (Exception e) {
-
-			e.printStackTrace();
-
+			LOGGER.warn(e.getMessage(), e);
+		}
+		return null;
+	}
+	
+	/**
+	 * 解密
+	 * @param src 密文(字符串)
+	 * @param decryptKey 解密用的秘钥
+	 * @return 明文(字符串)
+	 * @throws Exception
+	 */
+	public final static String decrypt(String src, String decryptKey) {
+		try {
+			return new String(decrypt(hex2byte(src.getBytes()), decryptKey.getBytes()));
+		} catch (Exception e) {
+			LOGGER.warn(e.getMessage(), e);
 		}
-
 		return null;
-
 	}
 
 	/**
-	 * 　　* 加密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 明文(字节)
-	 *
-	 * 　　* @return 密文(16进制字符串)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
+	 * 加密
+	 * @param src
+	 * 明文(字节)
+	 * @return 密文(16进制字符串)
+	 * @throws Exception
 	 */
-
 	public static String encryptToString(byte[] src) throws Exception {
-
 		return encrypt(new String(src));
-
 	}
 
 	/**
-	 * 　　* 解密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 密文(字节)
-	 *
-	 * 　　* @return 明文(字符串)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
+	 * 解密
+	 * @param src 密文(字节)
+	 * @return 明文(字符串)
+	 * @throws Exception
 	 */
-
 	public static String decryptToString(byte[] src) throws Exception {
-
 		return decrypt(new String(src));
-
 	}
 
 	public static String byte2hex(byte[] b) {
-
 		String hs = "";
-
 		String stmp = "";
-
 		for (int n = 0; n < b.length; n++) {
-
 			stmp = (Integer.toHexString(b[n] & 0XFF));
-
 			if (stmp.length() == 1)
-
 				hs = hs + "0" + stmp;
-
 			else
-
 				hs = hs + stmp;
-
 		}
-
 		return hs.toUpperCase();
-
 	}
 
 	public static byte[] hex2byte(byte[] b) {
-
 		if ((b.length % 2) != 0)
-
-			throw new IllegalArgumentException("长度不是偶数");
-
+			throw new IllegalArgumentException("The length is not an even number");
 		byte[] b2 = new byte[b.length / 2];
-
 		for (int n = 0; n < b.length; n += 2) {
-
 			String item = new String(b, n, 2);
-
 			b2[n / 2] = (byte) Integer.parseInt(item, 16);
-
 		}
 		return b2;
-
 	}
-
-	/*
-	 * public static void main(String[] args) { try { String src = "cheetah";
-	 * String crypto = DESCipher.encrypt(src); System.out.println("密文[" + src +
-	 * "]:" + crypto); System.out.println("解密后:" + DESCipher.decrypt(crypto)); }
-	 * catch (Exception e) { e.printStackTrace(); } }
-	 */
 }
diff --git a/common/src/main/java/com/alibaba/datax/common/util/DataXCaseEnvUtil.java b/common/src/main/java/com/alibaba/datax/common/util/DataXCaseEnvUtil.java
new file mode 100644
index 00000000..ca137b94
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/DataXCaseEnvUtil.java
@@ -0,0 +1,33 @@
+package com.alibaba.datax.common.util;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+
+public class DataXCaseEnvUtil {
+
+    private static final Logger LOGGER = LoggerFactory.getLogger(DataXCaseEnvUtil.class);
+
+    // datax回归测试效率提升
+    private static String DATAX_AUTOTEST_RETRY_TIME = System.getenv("DATAX_AUTOTEST_RETRY_TIME");
+    private static String DATAX_AUTOTEST_RETRY_INTERVAL = System.getenv("DATAX_AUTOTEST_RETRY_INTERVAL");
+    private static String DATAX_AUTOTEST_RETRY_EXPONENTIAL = System.getenv("DATAX_AUTOTEST_RETRY_EXPONENTIAL");
+
+    public static int getRetryTimes(int retryTimes) {
+        int actualRetryTimes = DATAX_AUTOTEST_RETRY_TIME != null ? Integer.valueOf(DATAX_AUTOTEST_RETRY_TIME) : retryTimes;
+       // LOGGER.info("The actualRetryTimes is {}", actualRetryTimes);
+        return actualRetryTimes;
+    }
+
+    public static long getRetryInterval(long retryInterval) {
+        long actualRetryInterval = DATAX_AUTOTEST_RETRY_INTERVAL != null ? Long.valueOf(DATAX_AUTOTEST_RETRY_INTERVAL) : retryInterval;
+       // LOGGER.info("The actualRetryInterval is {}", actualRetryInterval);
+        return actualRetryInterval;
+    }
+
+    public static boolean getRetryExponential(boolean retryExponential) {
+        boolean actualRetryExponential = DATAX_AUTOTEST_RETRY_EXPONENTIAL != null ? Boolean.valueOf(DATAX_AUTOTEST_RETRY_EXPONENTIAL) : retryExponential;
+       // LOGGER.info("The actualRetryExponential is {}", actualRetryExponential);
+        return actualRetryExponential;
+    }
+}
diff --git a/common/src/main/java/com/alibaba/datax/common/util/IdAndKeyRollingUtil.java b/common/src/main/java/com/alibaba/datax/common/util/IdAndKeyRollingUtil.java
new file mode 100644
index 00000000..8bab301e
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/IdAndKeyRollingUtil.java
@@ -0,0 +1,62 @@
+package com.alibaba.datax.common.util;
+
+import java.util.Map;
+
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.alibaba.datax.common.exception.DataXException;
+
+public class IdAndKeyRollingUtil {
+	private static Logger LOGGER = LoggerFactory.getLogger(IdAndKeyRollingUtil.class);
+	public static final String SKYNET_ACCESSID = "SKYNET_ACCESSID";
+	public static final String SKYNET_ACCESSKEY = "SKYNET_ACCESSKEY";
+
+	public final static String ACCESS_ID = "accessId";
+	public final static String ACCESS_KEY = "accessKey";
+
+	public static String parseAkFromSkynetAccessKey() {
+		Map<String, String> envProp = System.getenv();
+		String skynetAccessID = envProp.get(IdAndKeyRollingUtil.SKYNET_ACCESSID);
+		String skynetAccessKey = envProp.get(IdAndKeyRollingUtil.SKYNET_ACCESSKEY);
+		String accessKey = null;
+		// follow 原有的判断条件
+		// 环境变量中，如果存在SKYNET_ACCESSID/SKYNET_ACCESSKEy（只要有其中一个变量，则认为一定是两个都存在的！
+		// if (StringUtils.isNotBlank(skynetAccessID) ||
+		// StringUtils.isNotBlank(skynetAccessKey)) {
+		// 检查严格，只有加密串不为空的时候才进去，不过 之前能跑的加密串都不应该为空
+		if (StringUtils.isNotBlank(skynetAccessKey)) {
+			LOGGER.info("Try to get accessId/accessKey from environment SKYNET_ACCESSKEY.");
+			accessKey = DESCipher.decrypt(skynetAccessKey);
+			if (StringUtils.isBlank(accessKey)) {
+				// 环境变量里面有，但是解析不到
+				throw DataXException.asDataXException(String.format(
+						"Failed to get the [accessId]/[accessKey] from the environment variable. The [accessId]=[%s]",
+						skynetAccessID));
+			}
+		}
+		if (StringUtils.isNotBlank(accessKey)) {
+			LOGGER.info("Get accessId/accessKey from environment variables SKYNET_ACCESSKEY successfully.");
+		}
+		return accessKey;
+	}
+
+	public static String getAccessIdAndKeyFromEnv(Configuration originalConfig) {
+		String accessId = null;
+		Map<String, String> envProp = System.getenv();
+		accessId = envProp.get(IdAndKeyRollingUtil.SKYNET_ACCESSID);
+		String accessKey = null;
+		if (StringUtils.isBlank(accessKey)) {
+			// 老的没有出异常，只是获取不到ak
+			accessKey = IdAndKeyRollingUtil.parseAkFromSkynetAccessKey();
+		}
+
+		if (StringUtils.isNotBlank(accessKey)) {
+			// 确认使用这个的都是 accessId、accessKey的命名习惯
+			originalConfig.set(IdAndKeyRollingUtil.ACCESS_ID, accessId);
+			originalConfig.set(IdAndKeyRollingUtil.ACCESS_KEY, accessKey);
+		}
+		return accessKey;
+	}
+}
diff --git a/common/src/main/java/com/alibaba/datax/common/util/ListUtil.java b/common/src/main/java/com/alibaba/datax/common/util/ListUtil.java
index d7a5b764..a381bb90 100755
--- a/common/src/main/java/com/alibaba/datax/common/util/ListUtil.java
+++ b/common/src/main/java/com/alibaba/datax/common/util/ListUtil.java
@@ -6,6 +6,7 @@ import org.apache.commons.lang3.StringUtils;
 
 import java.util.ArrayList;
 import java.util.Collections;
+import java.util.HashSet;
 import java.util.List;
 
 /**
@@ -136,4 +137,25 @@ public final class ListUtil {
 
         return result;
     }
+    
+    public static Boolean checkIfHasSameValue(List<String> listA, List<String> listB) {
+        if (null == listA || listA.isEmpty() || null == listB || listB.isEmpty()) {
+            return false;
+        }
+
+        for (String oneValue : listA) {
+            if (listB.contains(oneValue)) {
+                return true;
+            }
+        }
+
+        return false;
+    }
+    
+    public static boolean checkIfAllSameValue(List<String> listA, List<String> listB) {
+        if (null == listA || listA.isEmpty() || null == listB || listB.isEmpty() || listA.size() != listB.size()) {
+            return false;
+        }
+        return new HashSet<>(listA).containsAll(new HashSet<>(listB));
+    }
 }
diff --git a/common/src/main/java/com/alibaba/datax/common/util/LocalStrings.properties b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings.properties
new file mode 100644
index 00000000..25661f7a
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings.properties
@@ -0,0 +1,54 @@
+very_like_yixiao=\u4e00{0}\u4e8c{1}\u4e09
+
+
+configuration.1=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef\uff0c\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6[{0}]\u4e0d\u5b58\u5728. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6.
+configuration.2=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6[{0}]\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.3=\u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {0}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.4=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.5=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.6=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u56e0\u4e3a\u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5\uff0c\u671f\u671b\u662f\u5b57\u7b26\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.7=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u6709\u8bef\uff0c\u56e0\u4e3a\u4ece[{0}]\u83b7\u53d6\u7684\u503c[{1}]\u65e0\u6cd5\u8f6c\u6362\u4e3abool\u7c7b\u578b. \u8bf7\u68c0\u67e5\u6e90\u8868\u7684\u914d\u7f6e\u5e76\u4e14\u505a\u51fa\u76f8\u5e94\u7684\u4fee\u6539.
+configuration.8=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.9=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.10=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6d6e\u70b9\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.11=\u914d\u7f6e\u6587\u4ef6\u5bf9\u5e94Key[{0}]\u5e76\u4e0d\u5b58\u5728\uff0c\u8be5\u60c5\u51b5\u662f\u4ee3\u7801\u7f16\u7a0b\u9519\u8bef. \u8bf7\u8054\u7cfbDataX\u56e2\u961f\u7684\u540c\u5b66.
+configuration.12=\u503c[{0}]\u65e0\u6cd5\u9002\u914d\u60a8\u63d0\u4f9b[{1}]\uff0c \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!
+configuration.13=Path\u4e0d\u80fd\u4e3anull\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.14=\u8def\u5f84[{0}]\u51fa\u73b0\u975e\u6cd5\u503c\u7c7b\u578b[{1}]\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f! .
+configuration.15=\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.16=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.17=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u503c\u4e3anull\uff0cdatax\u65e0\u6cd5\u8bc6\u522b\u8be5\u914d\u7f6e. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.18=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.19=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef\uff0c\u5217\u8868\u4e0b\u6807\u5fc5\u987b\u4e3a\u6570\u5b57\u7c7b\u578b\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{0}] \uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.20=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!.
+configuration.21=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8def\u5f84[{0}]\u4e0d\u5408\u6cd5, \u8def\u5f84\u5c42\u6b21\u4e4b\u95f4\u4e0d\u80fd\u51fa\u73b0\u7a7a\u767d\u5b57\u7b26 .
+configuration.22=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u56e0\u4e3a\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f, JSON\u4e0d\u80fd\u4e3a\u7a7a\u767d. \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f.
+configuration.23=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f: {0} . \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f. 
+
+
+listutil.1=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef\uff0cList\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.2=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.3=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5141\u8bb8\u91cd\u590d\u51fa\u73b0\u5728\u5217\u8868\u4e2d: [{1}].
+listutil.4=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.5=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.6=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5b58\u5728\u4e8e\u5217\u8868\u4e2d:[{1}].
+listutil.7=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.8=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+
+
+rangesplitutil.1=\u5207\u5206\u4efd\u6570\u4e0d\u80fd\u5c0f\u4e8e1. \u6b64\u5904:expectSliceNumber=[{0}].
+rangesplitutil.2=\u5bf9 BigInteger \u8fdb\u884c\u5207\u5206\u65f6\uff0c\u5176\u5de6\u53f3\u533a\u95f4\u4e0d\u80fd\u4e3a null. \u6b64\u5904:left=[{0}],right=[{1}].
+rangesplitutil.3=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.4=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+rangesplitutil.5=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.6=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+
+
+retryutil.1=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2callable\u4e0d\u80fd\u4e3a\u7a7a !
+retryutil.2=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2retrytime[%d]\u4e0d\u80fd\u5c0f\u4e8e1 !
+retryutil.3=Exception when calling callable, \u5f02\u5e38Msg:{0}
+retryutil.4=Exception when calling callable, \u5373\u5c06\u5c1d\u8bd5\u6267\u884c\u7b2c{0}\u6b21\u91cd\u8bd5,\u5171\u8ba1\u91cd\u8bd5{1}\u6b21.\u672c\u6b21\u91cd\u8bd5\u8ba1\u5212\u7b49\u5f85[{2}]ms,\u5b9e\u9645\u7b49\u5f85[{3}]ms, \u5f02\u5e38Msg:[{4}]
+
+
+httpclientutil.1=\u8BF7\u6C42\u5730\u5740\uFF1A{0}, \u8BF7\u6C42\u65B9\u6CD5\uFF1A{1}, STATUS CODE = {2}, Response Entity: {3} 
+httpclientutil.2=\u8FDC\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C06\u91CD\u8BD5
diff --git a/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_en_US.properties b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_en_US.properties
new file mode 100644
index 00000000..2074bbb9
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_en_US.properties
@@ -0,0 +1,53 @@
+very_like_yixiao=1{0}2{1}3
+
+
+configuration.1=Configuration information error. The configuration file [{0}] you provided does not exist. Please check your configuration files. 
+configuration.2=Configuration information error. Failed to read the configuration file [{0}] you provided. Error reason: {1}. Please check the permission settings of your configuration files. 
+configuration.3=Please check your configuration files. Failed to read the configuration file you provided. Error reason: {0}. Please check the permission settings of your configuration files.
+configuration.4=The configuration file you provided contains errors. [{0}] is a required parameter and cannot be empty or blank. 
+configuration.5=The configuration file you provided contains errors. [{0}] is a required parameter and cannot be empty or blank.
+configuration.6=Task reading configuration file error. Invalid configuration file path [{0}] value. The expected value should be of the character type: {1}. Please check your configuration and make corrections.
+configuration.7=The configuration information you provided contains errors. The value [{1}] obtained from [{0}] cannot be converted to the Bool type. Please check the source table configuration and make corrections. 
+configuration.8=Task reading configuration file error. Invalid configuration file path [{0}] value. The expected value should be of the integer type: {1}. Please check your configuration and make corrections.
+configuration.9=Task reading configuration file error. Invalid configuration file path [{0}] value. The expected value should be of the integer type: {1}. Please check your configuration and make corrections.
+configuration.10=Task reading configuration file error. Invalid configuration file path [{0}] value. The expected value should be of the floating-point type: {1}. Please check your configuration and make corrections.
+configuration.11=The Key [{0}] for the configuration file does not exist. This is a code programming error. Please contact the DataX team. 
+configuration.12=The value [{0}] cannot adapt to the [{1}] you provided. This exception represents a system programming error. Please contact the DataX developer team. 
+configuration.13=The path cannot be null. This exception represents a system programming error. Please contact the DataX developer team. 
+configuration.14=The path [{0}] has an invalid value type [{1}]. This exception represents a system programming error. Please contact the DataX developer team. 
+configuration.15=This exception represents a system programming error. Please contact the DataX developer team. 
+configuration.16=The configuration file you provided contains errors. The path [{0}] requires you to configure a Map object in JSON format, but the actual type found on the node is [{1}]. Please check your configuration and make corrections. 
+configuration.17=The configuration file you provided contains errors. The value of the path [{0}] is null and DataX cannot recognize the configuration. Please check your configuration and make corrections. 
+configuration.18=The configuration file you provided contains errors. The path [{0}] requires you to configure a Map object in JSON format, but the actual type found on the node is [{1}]. Please check your configuration and make corrections.
+configuration.19=System programming error. The list subscript must be of the numeric type, but the actual type found on this node is [{0}]. This exception represents a system programming error. Please contact the DataX developer team. 
+configuration.20=System programming error. This exception represents a system programming error. Please contact the DataX developer team. 
+configuration.21=System programming error. Invalid path [{0}]. No spaces are allowed between path layers. 
+configuration.22=Configuration information error. The configuration information you provided is not in a legal JSON format. JSON cannot be blank. Please provide the configuration information in the standard JSON format. 
+configuration.23=Configuration information error. The configuration information you provided is not in a valid JSON format: {0}. Please provide the configuration information in the standard JSON format.  
+
+
+listutil.1=The job configuration you provided contains errors. The list cannot be empty. 
+listutil.2=The job configuration you provided contains errors. The list cannot be empty.
+listutil.3=The job configuration information you provided contains errors. String: [{0}] is not allowed to be repeated in the list: [{1}]. 
+listutil.4=The job configuration you provided contains errors. The list cannot be empty.
+listutil.5=The job configuration you provided contains errors. The list cannot be empty.
+listutil.6=The job configuration information you provided contains errors. String: [{0}] does not exist in the list: [{1}]. 
+listutil.7=The job configuration you provided contains errors. The list cannot be empty.
+listutil.8=The job configuration you provided contains errors. The list cannot be empty.
+
+
+rangesplitutil.1=The slice number cannot be less than 1. Here: [expectSliceNumber]=[{0}].
+rangesplitutil.2=The left or right intervals of BigInteger character strings cannot be null when they are sliced. Here: [left]=[{0}], [right]=[{1}]. 
+rangesplitutil.3=The [bigInteger] parameter cannot be null.
+rangesplitutil.4=Only ASCII character strings are supported for character string slicing, but the [{0}] character string is not of the ASCII type. 
+rangesplitutil.5=The [bigInteger] parameter cannot be null.
+rangesplitutil.6=Only ASCII character strings are supported for character string slicing, but the [{0}] character string is not of the ASCII type.
+
+
+retryutil.1=System programming error. The “callable” input parameter cannot be null. 
+retryutil.2=System programming error. The “retrytime[%d]” input parameter cannot be less than 1. 
+retryutil.3=Exception when calling callable. Exception Msg: {0}
+retryutil.4=Exception when calling callable. Retry Attempt: {0} will start soon. {1} attempts in total. This attempt planned to wait for [{2}]ms, and actually waited for [{3}]ms. Exception Msg: [{4}].
+
+httpclientutil.1=Request address: {0}. Request method: {1}. STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=The remote interface returns -1. We will try again
\ No newline at end of file
diff --git a/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_ja_JP.properties b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_ja_JP.properties
new file mode 100644
index 00000000..d4409a8d
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_ja_JP.properties
@@ -0,0 +1,53 @@
+very_like_yixiao=1{0}2{1}3
+
+
+configuration.1=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef\uff0c\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6[{0}]\u4e0d\u5b58\u5728. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6.
+configuration.2=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6[{0}]\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.3=\u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {0}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.4=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.5=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.6=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u56e0\u4e3a\u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5\uff0c\u671f\u671b\u662f\u5b57\u7b26\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.7=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u6709\u8bef\uff0c\u56e0\u4e3a\u4ece[{0}]\u83b7\u53d6\u7684\u503c[{1}]\u65e0\u6cd5\u8f6c\u6362\u4e3abool\u7c7b\u578b. \u8bf7\u68c0\u67e5\u6e90\u8868\u7684\u914d\u7f6e\u5e76\u4e14\u505a\u51fa\u76f8\u5e94\u7684\u4fee\u6539.
+configuration.8=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.9=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.10=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6d6e\u70b9\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.11=\u914d\u7f6e\u6587\u4ef6\u5bf9\u5e94Key[{0}]\u5e76\u4e0d\u5b58\u5728\uff0c\u8be5\u60c5\u51b5\u662f\u4ee3\u7801\u7f16\u7a0b\u9519\u8bef. \u8bf7\u8054\u7cfbDataX\u56e2\u961f\u7684\u540c\u5b66.
+configuration.12=\u503c[{0}]\u65e0\u6cd5\u9002\u914d\u60a8\u63d0\u4f9b[{1}]\uff0c \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!
+configuration.13=Path\u4e0d\u80fd\u4e3anull\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.14=\u8def\u5f84[{0}]\u51fa\u73b0\u975e\u6cd5\u503c\u7c7b\u578b[{1}]\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f! .
+configuration.15=\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.16=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.17=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u503c\u4e3anull\uff0cdatax\u65e0\u6cd5\u8bc6\u522b\u8be5\u914d\u7f6e. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.18=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.19=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef\uff0c\u5217\u8868\u4e0b\u6807\u5fc5\u987b\u4e3a\u6570\u5b57\u7c7b\u578b\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{0}] \uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.20=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!.
+configuration.21=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8def\u5f84[{0}]\u4e0d\u5408\u6cd5, \u8def\u5f84\u5c42\u6b21\u4e4b\u95f4\u4e0d\u80fd\u51fa\u73b0\u7a7a\u767d\u5b57\u7b26 .
+configuration.22=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u56e0\u4e3a\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f, JSON\u4e0d\u80fd\u4e3a\u7a7a\u767d. \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f.
+configuration.23=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f: {0} . \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f. 
+
+
+listutil.1=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef\uff0cList\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.2=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.3=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5141\u8bb8\u91cd\u590d\u51fa\u73b0\u5728\u5217\u8868\u4e2d: [{1}].
+listutil.4=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.5=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.6=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5b58\u5728\u4e8e\u5217\u8868\u4e2d:[{1}].
+listutil.7=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.8=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+
+
+rangesplitutil.1=\u5207\u5206\u4efd\u6570\u4e0d\u80fd\u5c0f\u4e8e1. \u6b64\u5904:expectSliceNumber=[{0}].
+rangesplitutil.2=\u5bf9 BigInteger \u8fdb\u884c\u5207\u5206\u65f6\uff0c\u5176\u5de6\u53f3\u533a\u95f4\u4e0d\u80fd\u4e3a null. \u6b64\u5904:left=[{0}],right=[{1}].
+rangesplitutil.3=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.4=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+rangesplitutil.5=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.6=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+
+
+retryutil.1=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2callable\u4e0d\u80fd\u4e3a\u7a7a !
+retryutil.2=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2retrytime[%d]\u4e0d\u80fd\u5c0f\u4e8e1 !
+retryutil.3=Exception when calling callable, \u5f02\u5e38Msg:{0}
+retryutil.4=Exception when calling callable, \u5373\u5c06\u5c1d\u8bd5\u6267\u884c\u7b2c{0}\u6b21\u91cd\u8bd5,\u5171\u8ba1\u91cd\u8bd5{1}\u6b21.\u672c\u6b21\u91cd\u8bd5\u8ba1\u5212\u7b49\u5f85[{2}]ms,\u5b9e\u9645\u7b49\u5f85[{3}]ms, \u5f02\u5e38Msg:[{4}]
+
+httpclientutil.1=\u8BF7\u6C42\u5730\u5740\uFF1A{0}, \u8BF7\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u8FDC\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C06\u91CD\u8BD5
\ No newline at end of file
diff --git a/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_CN.properties b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_CN.properties
new file mode 100644
index 00000000..533dcd52
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_CN.properties
@@ -0,0 +1,54 @@
+very_like_yixiao=\u4e00{0}\u4e8c{1}\u4e09
+
+
+configuration.1=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef\uff0c\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6[{0}]\u4e0d\u5b58\u5728. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6.
+configuration.2=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6[{0}]\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.3=\u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {0}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.4=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.5=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.6=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u56e0\u4e3a\u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5\uff0c\u671f\u671b\u662f\u5b57\u7b26\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.7=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u6709\u8bef\uff0c\u56e0\u4e3a\u4ece[{0}]\u83b7\u53d6\u7684\u503c[{1}]\u65e0\u6cd5\u8f6c\u6362\u4e3abool\u7c7b\u578b. \u8bf7\u68c0\u67e5\u6e90\u8868\u7684\u914d\u7f6e\u5e76\u4e14\u505a\u51fa\u76f8\u5e94\u7684\u4fee\u6539.
+configuration.8=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.9=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.10=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6d6e\u70b9\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.11=\u914d\u7f6e\u6587\u4ef6\u5bf9\u5e94Key[{0}]\u5e76\u4e0d\u5b58\u5728\uff0c\u8be5\u60c5\u51b5\u662f\u4ee3\u7801\u7f16\u7a0b\u9519\u8bef. \u8bf7\u8054\u7cfbDataX\u56e2\u961f\u7684\u540c\u5b66.
+configuration.12=\u503c[{0}]\u65e0\u6cd5\u9002\u914d\u60a8\u63d0\u4f9b[{1}]\uff0c \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!
+configuration.13=Path\u4e0d\u80fd\u4e3anull\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.14=\u8def\u5f84[{0}]\u51fa\u73b0\u975e\u6cd5\u503c\u7c7b\u578b[{1}]\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f! .
+configuration.15=\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.16=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.17=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u503c\u4e3anull\uff0cdatax\u65e0\u6cd5\u8bc6\u522b\u8be5\u914d\u7f6e. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.18=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.19=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef\uff0c\u5217\u8868\u4e0b\u6807\u5fc5\u987b\u4e3a\u6570\u5b57\u7c7b\u578b\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{0}] \uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.20=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!.
+configuration.21=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8def\u5f84[{0}]\u4e0d\u5408\u6cd5, \u8def\u5f84\u5c42\u6b21\u4e4b\u95f4\u4e0d\u80fd\u51fa\u73b0\u7a7a\u767d\u5b57\u7b26 .
+configuration.22=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u56e0\u4e3a\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f, JSON\u4e0d\u80fd\u4e3a\u7a7a\u767d. \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f.
+configuration.23=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f: {0} . \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f. 
+
+
+listutil.1=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef\uff0cList\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.2=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.3=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5141\u8bb8\u91cd\u590d\u51fa\u73b0\u5728\u5217\u8868\u4e2d: [{1}].
+listutil.4=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.5=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.6=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5b58\u5728\u4e8e\u5217\u8868\u4e2d:[{1}].
+listutil.7=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.8=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+
+
+rangesplitutil.1=\u5207\u5206\u4efd\u6570\u4e0d\u80fd\u5c0f\u4e8e1. \u6b64\u5904:expectSliceNumber=[{0}].
+rangesplitutil.2=\u5bf9 BigInteger \u8fdb\u884c\u5207\u5206\u65f6\uff0c\u5176\u5de6\u53f3\u533a\u95f4\u4e0d\u80fd\u4e3a null. \u6b64\u5904:left=[{0}],right=[{1}].
+rangesplitutil.3=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.4=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+rangesplitutil.5=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.6=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+
+
+retryutil.1=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2callable\u4e0d\u80fd\u4e3a\u7a7a !
+retryutil.2=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2retrytime[%d]\u4e0d\u80fd\u5c0f\u4e8e1 !
+retryutil.3=Exception when calling callable, \u5f02\u5e38Msg:{0}
+retryutil.4=Exception when calling callable, \u5373\u5c06\u5c1d\u8bd5\u6267\u884c\u7b2c{0}\u6b21\u91cd\u8bd5,\u5171\u8ba1\u91cd\u8bd5{1}\u6b21.\u672c\u6b21\u91cd\u8bd5\u8ba1\u5212\u7b49\u5f85[{2}]ms,\u5b9e\u9645\u7b49\u5f85[{3}]ms, \u5f02\u5e38Msg:[{4}]
+
+
+httpclientutil.1=\u8BF7\u6C42\u5730\u5740\uFF1A{0}, \u8BF7\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u8FDC\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C06\u91CD\u8BD5
\ No newline at end of file
diff --git a/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_HK.properties b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_HK.properties
new file mode 100644
index 00000000..ab26ac52
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_HK.properties
@@ -0,0 +1,104 @@
+very_like_yixiao=\u4e00{0}\u4e8c{1}\u4e09
+
+
+configuration.1=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef\uff0c\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6[{0}]\u4e0d\u5b58\u5728. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6.
+configuration.2=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6[{0}]\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.3=\u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {0}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.4=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.5=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.6=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u56e0\u4e3a\u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5\uff0c\u671f\u671b\u662f\u5b57\u7b26\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.7=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u6709\u8bef\uff0c\u56e0\u4e3a\u4ece[{0}]\u83b7\u53d6\u7684\u503c[{1}]\u65e0\u6cd5\u8f6c\u6362\u4e3abool\u7c7b\u578b. \u8bf7\u68c0\u67e5\u6e90\u8868\u7684\u914d\u7f6e\u5e76\u4e14\u505a\u51fa\u76f8\u5e94\u7684\u4fee\u6539.
+configuration.8=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.9=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.10=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6d6e\u70b9\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.11=\u914d\u7f6e\u6587\u4ef6\u5bf9\u5e94Key[{0}]\u5e76\u4e0d\u5b58\u5728\uff0c\u8be5\u60c5\u51b5\u662f\u4ee3\u7801\u7f16\u7a0b\u9519\u8bef. \u8bf7\u8054\u7cfbDataX\u56e2\u961f\u7684\u540c\u5b66.
+configuration.12=\u503c[{0}]\u65e0\u6cd5\u9002\u914d\u60a8\u63d0\u4f9b[{1}]\uff0c \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!
+configuration.13=Path\u4e0d\u80fd\u4e3anull\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.14=\u8def\u5f84[{0}]\u51fa\u73b0\u975e\u6cd5\u503c\u7c7b\u578b[{1}]\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f! .
+configuration.15=\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.16=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.17=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u503c\u4e3anull\uff0cdatax\u65e0\u6cd5\u8bc6\u522b\u8be5\u914d\u7f6e. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.18=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.19=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef\uff0c\u5217\u8868\u4e0b\u6807\u5fc5\u987b\u4e3a\u6570\u5b57\u7c7b\u578b\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{0}] \uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.20=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!.
+configuration.21=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8def\u5f84[{0}]\u4e0d\u5408\u6cd5, \u8def\u5f84\u5c42\u6b21\u4e4b\u95f4\u4e0d\u80fd\u51fa\u73b0\u7a7a\u767d\u5b57\u7b26 .
+configuration.22=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u56e0\u4e3a\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f, JSON\u4e0d\u80fd\u4e3a\u7a7a\u767d. \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f.
+configuration.23=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f: {0} . \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f. 
+
+
+listutil.1=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef\uff0cList\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.2=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.3=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5141\u8bb8\u91cd\u590d\u51fa\u73b0\u5728\u5217\u8868\u4e2d: [{1}].
+listutil.4=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.5=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.6=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5b58\u5728\u4e8e\u5217\u8868\u4e2d:[{1}].
+listutil.7=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.8=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+
+
+rangesplitutil.1=\u5207\u5206\u4efd\u6570\u4e0d\u80fd\u5c0f\u4e8e1. \u6b64\u5904:expectSliceNumber=[{0}].
+rangesplitutil.2=\u5bf9 BigInteger \u8fdb\u884c\u5207\u5206\u65f6\uff0c\u5176\u5de6\u53f3\u533a\u95f4\u4e0d\u80fd\u4e3a null. \u6b64\u5904:left=[{0}],right=[{1}].
+rangesplitutil.3=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.4=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+rangesplitutil.5=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.6=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+
+
+retryutil.1=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2callable\u4e0d\u80fd\u4e3a\u7a7a !
+retryutil.2=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2retrytime[%d]\u4e0d\u80fd\u5c0f\u4e8e1 !
+retryutil.3=Exception when calling callable, \u5f02\u5e38Msg:{0}
+retryutil.4=Exception when calling callable, \u5373\u5c06\u5c1d\u8bd5\u6267\u884c\u7b2c{0}\u6b21\u91cd\u8bd5,\u5171\u8ba1\u91cd\u8bd5{1}\u6b21.\u672c\u6b21\u91cd\u8bd5\u8ba1\u5212\u7b49\u5f85[{2}]ms,\u5b9e\u9645\u7b49\u5f85[{3}]ms, \u5f02\u5e38Msg:[{4}]
+
+very_like_yixiao=一{0}二{1}三
+
+
+configuration.1=配置資訊錯誤，您提供的配置檔案[{0}]不存在. 請檢查您的配置檔案.
+configuration.2=配置資訊錯誤. 您提供配置檔案[{0}]讀取失敗，錯誤原因: {1}. 請檢查您的配置檔案的權限設定.
+configuration.3=請檢查您的配置檔案. 您提供的配置檔案讀取失敗，錯誤原因: {0}. 請檢查您的配置檔案的權限設定.
+configuration.4=您提供配置檔案有誤，[{0}]是必填參數，不允許為空或者留白 .
+configuration.5=您提供配置檔案有誤，[{0}]是必填參數，不允許為空或者留白 .
+configuration.6=任務讀取配置檔案出錯. 因為配置檔案路徑[{0}] 值不合法，期望是字符類型: {1}. 請檢查您的配置並作出修改.
+configuration.7=您提供的配置資訊有誤，因為從[{0}]獲取的值[{1}]無法轉換為bool類型. 請檢查源表的配置並且做出相應的修改.
+configuration.8=任務讀取配置檔案出錯. 配置檔案路徑[{0}] 值不合法, 期望是整數類型: {1}. 請檢查您的配置並作出修改.
+configuration.9=任務讀取配置檔案出錯. 配置檔案路徑[{0}] 值不合法, 期望是整數類型: {1}. 請檢查您的配置並作出修改.
+configuration.10=任務讀取配置檔案出錯. 配置檔案路徑[{0}] 值不合法, 期望是浮點類型: {1}. 請檢查您的配置並作出修改.
+configuration.11=配置檔案對應Key[{0}]並不存在，該情況是代碼編程錯誤. 請聯絡DataX團隊的同學.
+configuration.12=值[{0}]無法適配您提供[{1}]， 該異常代表系統編程錯誤, 請聯絡DataX開發團隊!
+configuration.13=Path不能為null，該異常代表系統編程錯誤, 請聯絡DataX開發團隊 !
+configuration.14=路徑[{0}]出現不合法值類型[{1}]，該異常代表系統編程錯誤, 請聯絡DataX開發團隊! .
+configuration.15=該異常代表系統編程錯誤, 請聯絡DataX開發團隊 !
+configuration.16=您提供的配置檔案有誤. 路徑[{0}]需要配置Json格式的Map對象，但該節點發現實際類型是[{1}]. 請檢查您的配置並作出修改.
+configuration.17=您提供的配置檔案有誤. 路徑[{0}]值為null，datax無法識別該配置. 請檢查您的配置並作出修改.
+configuration.18=您提供的配置檔案有誤. 路徑[{0}]需要配置Json格式的Map對象，但該節點發現實際類型是[{1}]. 請檢查您的配置並作出修改.
+configuration.19=系統編程錯誤，清單下標必須為數字類型，但該節點發現實際類型是[{0}] ，該異常代表系統編程錯誤, 請聯絡DataX開發團隊 !
+configuration.20=系統編程錯誤, 該異常代表系統編程錯誤, 請聯絡DataX開發團隊!.
+configuration.21=系統編程錯誤, 路徑[{0}]不合法, 路徑層次之間不能出現空白字符 .
+configuration.22=配置資訊錯誤. 因為您提供的配置資訊不是合法的JSON格式, JSON不能為空白. 請按照標準json格式提供配置資訊.
+configuration.23=配置資訊錯誤. 您提供的配置資訊不是合法的JSON格式: {0}. 請按照標準json格式提供配置資訊. 
+
+
+listutil.1=您提供的作業配置有誤，List不能為空.
+listutil.2=您提供的作業配置有誤, List不能為空.
+listutil.3=您提供的作業配置資訊有誤, String:[{0}]不允許重複出現在清單中: [{1}].
+listutil.4=您提供的作業配置有誤, List不能為空.
+listutil.5=您提供的作業配置有誤, List不能為空.
+listutil.6=您提供的作業配置資訊有誤, String:[{0}]不存在於清單中:[{1}].
+listutil.7=您提供的作業配置有誤, List不能為空.
+listutil.8=您提供的作業配置有誤, List不能為空.
+
+
+rangesplitutil.1=切分份數不能小於1. 此處:expectSliceNumber=[{0}].
+rangesplitutil.2=對 BigInteger 進行切分時，其左右區間不能為 null. 此處:left=[{0}],right=[{1}].
+rangesplitutil.3=參數 bigInteger 不能為空.
+rangesplitutil.4=根據字符串進行切分時僅支援 ASCII 字符串，而字符串:[{0}]非 ASCII 字符串.
+rangesplitutil.5=參數 bigInteger 不能為空.
+rangesplitutil.6=根據字符串進行切分時僅支援 ASCII 字符串，而字符串:[{0}]非 ASCII 字符串.
+
+
+retryutil.1=系統編程錯誤, 入參callable不能為空 !
+retryutil.2=系統編程錯誤, 入參retrytime[%d]不能小於1 !
+retryutil.3=Exception when calling callable, 異常Msg:{0}
+retryutil.4=Exception when calling callable, 即將嘗試執行第{0}次重試,共計重試{1}次.本次重試計劃等待[{2}]ms,實際等待[{3}]ms, 異常Msg:[{4}]
+
+httpclientutil.1=\u8ACB\u6C42\u5730\u5740\uFF1A{0}, \u8ACB\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u9060\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C07\u91CD\u8A66
\ No newline at end of file
diff --git a/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_TW.properties b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_TW.properties
new file mode 100644
index 00000000..89eb1eae
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/LocalStrings_zh_TW.properties
@@ -0,0 +1,104 @@
+very_like_yixiao=\u4e00{0}\u4e8c{1}\u4e09
+
+
+configuration.1=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef\uff0c\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6[{0}]\u4e0d\u5b58\u5728. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6.
+configuration.2=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6[{0}]\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.3=\u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u8bfb\u53d6\u5931\u8d25\uff0c\u9519\u8bef\u539f\u56e0: {0}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u6587\u4ef6\u7684\u6743\u9650\u8bbe\u7f6e.
+configuration.4=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.5=\u60a8\u63d0\u4f9b\u914d\u7f6e\u6587\u4ef6\u6709\u8bef\uff0c[{0}]\u662f\u5fc5\u586b\u53c2\u6570\uff0c\u4e0d\u5141\u8bb8\u4e3a\u7a7a\u6216\u8005\u7559\u767d .
+configuration.6=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u56e0\u4e3a\u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5\uff0c\u671f\u671b\u662f\u5b57\u7b26\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.7=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u6709\u8bef\uff0c\u56e0\u4e3a\u4ece[{0}]\u83b7\u53d6\u7684\u503c[{1}]\u65e0\u6cd5\u8f6c\u6362\u4e3abool\u7c7b\u578b. \u8bf7\u68c0\u67e5\u6e90\u8868\u7684\u914d\u7f6e\u5e76\u4e14\u505a\u51fa\u76f8\u5e94\u7684\u4fee\u6539.
+configuration.8=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.9=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6574\u6570\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.10=\u4efb\u52a1\u8bfb\u53d6\u914d\u7f6e\u6587\u4ef6\u51fa\u9519. \u914d\u7f6e\u6587\u4ef6\u8def\u5f84[{0}] \u503c\u975e\u6cd5, \u671f\u671b\u662f\u6d6e\u70b9\u7c7b\u578b: {1}. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.11=\u914d\u7f6e\u6587\u4ef6\u5bf9\u5e94Key[{0}]\u5e76\u4e0d\u5b58\u5728\uff0c\u8be5\u60c5\u51b5\u662f\u4ee3\u7801\u7f16\u7a0b\u9519\u8bef. \u8bf7\u8054\u7cfbDataX\u56e2\u961f\u7684\u540c\u5b66.
+configuration.12=\u503c[{0}]\u65e0\u6cd5\u9002\u914d\u60a8\u63d0\u4f9b[{1}]\uff0c \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!
+configuration.13=Path\u4e0d\u80fd\u4e3anull\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.14=\u8def\u5f84[{0}]\u51fa\u73b0\u975e\u6cd5\u503c\u7c7b\u578b[{1}]\uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f! .
+configuration.15=\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.16=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.17=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u503c\u4e3anull\uff0cdatax\u65e0\u6cd5\u8bc6\u522b\u8be5\u914d\u7f6e. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.18=\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u6587\u4ef6\u6709\u8bef. \u8def\u5f84[{0}]\u9700\u8981\u914d\u7f6eJson\u683c\u5f0f\u7684Map\u5bf9\u8c61\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{1}]. \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4f5c\u51fa\u4fee\u6539.
+configuration.19=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef\uff0c\u5217\u8868\u4e0b\u6807\u5fc5\u987b\u4e3a\u6570\u5b57\u7c7b\u578b\uff0c\u4f46\u8be5\u8282\u70b9\u53d1\u73b0\u5b9e\u9645\u7c7b\u578b\u662f[{0}] \uff0c\u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f !
+configuration.20=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8be5\u5f02\u5e38\u4ee3\u8868\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8bf7\u8054\u7cfbDataX\u5f00\u53d1\u56e2\u961f!.
+configuration.21=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u8def\u5f84[{0}]\u4e0d\u5408\u6cd5, \u8def\u5f84\u5c42\u6b21\u4e4b\u95f4\u4e0d\u80fd\u51fa\u73b0\u7a7a\u767d\u5b57\u7b26 .
+configuration.22=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u56e0\u4e3a\u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f, JSON\u4e0d\u80fd\u4e3a\u7a7a\u767d. \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f.
+configuration.23=\u914d\u7f6e\u4fe1\u606f\u9519\u8bef. \u60a8\u63d0\u4f9b\u7684\u914d\u7f6e\u4fe1\u606f\u4e0d\u662f\u5408\u6cd5\u7684JSON\u683c\u5f0f: {0} . \u8bf7\u6309\u7167\u6807\u51c6json\u683c\u5f0f\u63d0\u4f9b\u914d\u7f6e\u4fe1\u606f. 
+
+
+listutil.1=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef\uff0cList\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.2=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.3=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5141\u8bb8\u91cd\u590d\u51fa\u73b0\u5728\u5217\u8868\u4e2d: [{1}].
+listutil.4=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.5=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.6=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u4fe1\u606f\u6709\u8bef, String:[{0}] \u4e0d\u5b58\u5728\u4e8e\u5217\u8868\u4e2d:[{1}].
+listutil.7=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+listutil.8=\u60a8\u63d0\u4f9b\u7684\u4f5c\u4e1a\u914d\u7f6e\u6709\u8bef, List\u4e0d\u80fd\u4e3a\u7a7a.
+
+
+rangesplitutil.1=\u5207\u5206\u4efd\u6570\u4e0d\u80fd\u5c0f\u4e8e1. \u6b64\u5904:expectSliceNumber=[{0}].
+rangesplitutil.2=\u5bf9 BigInteger \u8fdb\u884c\u5207\u5206\u65f6\uff0c\u5176\u5de6\u53f3\u533a\u95f4\u4e0d\u80fd\u4e3a null. \u6b64\u5904:left=[{0}],right=[{1}].
+rangesplitutil.3=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.4=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+rangesplitutil.5=\u53c2\u6570 bigInteger \u4e0d\u80fd\u4e3a\u7a7a.
+rangesplitutil.6=\u6839\u636e\u5b57\u7b26\u4e32\u8fdb\u884c\u5207\u5206\u65f6\u4ec5\u652f\u6301 ASCII \u5b57\u7b26\u4e32\uff0c\u800c\u5b57\u7b26\u4e32:[{0}]\u975e ASCII \u5b57\u7b26\u4e32.
+
+
+retryutil.1=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2callable\u4e0d\u80fd\u4e3a\u7a7a !
+retryutil.2=\u7cfb\u7edf\u7f16\u7a0b\u9519\u8bef, \u5165\u53c2retrytime[%d]\u4e0d\u80fd\u5c0f\u4e8e1 !
+retryutil.3=Exception when calling callable, \u5f02\u5e38Msg:{0}
+retryutil.4=Exception when calling callable, \u5373\u5c06\u5c1d\u8bd5\u6267\u884c\u7b2c{0}\u6b21\u91cd\u8bd5,\u5171\u8ba1\u91cd\u8bd5{1}\u6b21.\u672c\u6b21\u91cd\u8bd5\u8ba1\u5212\u7b49\u5f85[{2}]ms,\u5b9e\u9645\u7b49\u5f85[{3}]ms, \u5f02\u5e38Msg:[{4}]
+
+very_like_yixiao=一{0}二{1}三
+
+
+configuration.1=配置資訊錯誤，您提供的配置檔案[{0}]不存在. 請檢查您的配置檔案.
+configuration.2=配置資訊錯誤. 您提供配置檔案[{0}]讀取失敗，錯誤原因: {1}. 請檢查您的配置檔案的權限設定.
+configuration.3=請檢查您的配置檔案. 您提供的配置檔案讀取失敗，錯誤原因: {0}. 請檢查您的配置檔案的權限設定.
+configuration.4=您提供配置檔案有誤，[{0}]是必填參數，不允許為空或者留白 .
+configuration.5=您提供配置檔案有誤，[{0}]是必填參數，不允許為空或者留白 .
+configuration.6=任務讀取配置檔案出錯. 因為配置檔案路徑[{0}] 值不合法，期望是字符類型: {1}. 請檢查您的配置並作出修改.
+configuration.7=您提供的配置資訊有誤，因為從[{0}]獲取的值[{1}]無法轉換為bool類型. 請檢查源表的配置並且做出相應的修改.
+configuration.8=任務讀取配置檔案出錯. 配置檔案路徑[{0}] 值不合法, 期望是整數類型: {1}. 請檢查您的配置並作出修改.
+configuration.9=任務讀取配置檔案出錯. 配置檔案路徑[{0}] 值不合法, 期望是整數類型: {1}. 請檢查您的配置並作出修改.
+configuration.10=任務讀取配置檔案出錯. 配置檔案路徑[{0}] 值不合法, 期望是浮點類型: {1}. 請檢查您的配置並作出修改.
+configuration.11=配置檔案對應Key[{0}]並不存在，該情況是代碼編程錯誤. 請聯絡DataX團隊的同學.
+configuration.12=值[{0}]無法適配您提供[{1}]， 該異常代表系統編程錯誤, 請聯絡DataX開發團隊!
+configuration.13=Path不能為null，該異常代表系統編程錯誤, 請聯絡DataX開發團隊 !
+configuration.14=路徑[{0}]出現不合法值類型[{1}]，該異常代表系統編程錯誤, 請聯絡DataX開發團隊! .
+configuration.15=該異常代表系統編程錯誤, 請聯絡DataX開發團隊 !
+configuration.16=您提供的配置檔案有誤. 路徑[{0}]需要配置Json格式的Map對象，但該節點發現實際類型是[{1}]. 請檢查您的配置並作出修改.
+configuration.17=您提供的配置檔案有誤. 路徑[{0}]值為null，datax無法識別該配置. 請檢查您的配置並作出修改.
+configuration.18=您提供的配置檔案有誤. 路徑[{0}]需要配置Json格式的Map對象，但該節點發現實際類型是[{1}]. 請檢查您的配置並作出修改.
+configuration.19=系統編程錯誤，清單下標必須為數字類型，但該節點發現實際類型是[{0}] ，該異常代表系統編程錯誤, 請聯絡DataX開發團隊 !
+configuration.20=系統編程錯誤, 該異常代表系統編程錯誤, 請聯絡DataX開發團隊!.
+configuration.21=系統編程錯誤, 路徑[{0}]不合法, 路徑層次之間不能出現空白字符 .
+configuration.22=配置資訊錯誤. 因為您提供的配置資訊不是合法的JSON格式, JSON不能為空白. 請按照標準json格式提供配置資訊.
+configuration.23=配置資訊錯誤. 您提供的配置資訊不是合法的JSON格式: {0}. 請按照標準json格式提供配置資訊. 
+
+
+listutil.1=您提供的作業配置有誤，List不能為空.
+listutil.2=您提供的作業配置有誤, List不能為空.
+listutil.3=您提供的作業配置資訊有誤, String:[{0}]不允許重複出現在清單中: [{1}].
+listutil.4=您提供的作業配置有誤, List不能為空.
+listutil.5=您提供的作業配置有誤, List不能為空.
+listutil.6=您提供的作業配置資訊有誤, String:[{0}]不存在於清單中:[{1}].
+listutil.7=您提供的作業配置有誤, List不能為空.
+listutil.8=您提供的作業配置有誤, List不能為空.
+
+
+rangesplitutil.1=切分份數不能小於1. 此處:expectSliceNumber=[{0}].
+rangesplitutil.2=對 BigInteger 進行切分時，其左右區間不能為 null. 此處:left=[{0}],right=[{1}].
+rangesplitutil.3=參數 bigInteger 不能為空.
+rangesplitutil.4=根據字符串進行切分時僅支援 ASCII 字符串，而字符串:[{0}]非 ASCII 字符串.
+rangesplitutil.5=參數 bigInteger 不能為空.
+rangesplitutil.6=根據字符串進行切分時僅支援 ASCII 字符串，而字符串:[{0}]非 ASCII 字符串.
+
+
+retryutil.1=系統編程錯誤, 入參callable不能為空 !
+retryutil.2=系統編程錯誤, 入參retrytime[%d]不能小於1 !
+retryutil.3=Exception when calling callable, 異常Msg:{0}
+retryutil.4=Exception when calling callable, 即將嘗試執行第{0}次重試,共計重試{1}次.本次重試計劃等待[{2}]ms,實際等待[{3}]ms, 異常Msg:[{4}]
+
+httpclientutil.1=\u8BF7\u6C42\u5730\u5740\uFF1A{0}, \u8BF7\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u8FDC\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C06\u91CD\u8BD5
\ No newline at end of file
diff --git a/common/src/main/java/com/alibaba/datax/common/util/MessageSource.java b/common/src/main/java/com/alibaba/datax/common/util/MessageSource.java
new file mode 100644
index 00000000..d2411328
--- /dev/null
+++ b/common/src/main/java/com/alibaba/datax/common/util/MessageSource.java
@@ -0,0 +1,207 @@
+package com.alibaba.datax.common.util;
+
+import java.text.MessageFormat;
+import java.util.HashMap;
+import java.util.Locale;
+import java.util.Map;
+import java.util.MissingResourceException;
+import java.util.ResourceBundle;
+import java.util.TimeZone;
+
+import org.apache.commons.lang3.LocaleUtils;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+
+public class MessageSource {
+    private static final Logger LOG = LoggerFactory.getLogger(MessageSource.class);
+    private static Map<String, ResourceBundle> resourceBundleCache = new HashMap<String, ResourceBundle>();
+    public static Locale locale = null;
+    public static TimeZone timeZone = null;
+    private ResourceBundle resourceBundle = null;
+
+    private MessageSource(ResourceBundle resourceBundle) {
+        this.resourceBundle = resourceBundle;
+    }
+
+    /**
+     * @param baseName
+     *            demo: javax.servlet.http.LocalStrings
+     * 
+     * @throws MissingResourceException
+     *             - if no resource bundle for the specified base name can be
+     *             found
+     * */
+    public static MessageSource loadResourceBundle(String baseName) {
+        return loadResourceBundle(baseName, MessageSource.locale,
+                MessageSource.timeZone);
+    }
+
+    /**
+     * @param clazz
+     *            根据其获取package name
+     * */
+    public static <T> MessageSource loadResourceBundle(Class<T> clazz) {
+        return loadResourceBundle(clazz.getPackage().getName());
+    }
+
+    /**
+     * @param clazz
+     *            根据其获取package name
+     * */
+    public static <T> MessageSource loadResourceBundle(Class<T> clazz,
+            Locale locale, TimeZone timeZone) {
+        return loadResourceBundle(clazz.getPackage().getName(), locale,
+                timeZone);
+    }
+
+    /**
+     * warn: 
+     *   ok: ResourceBundle.getBundle("xxx.LocalStrings", Locale.getDefault(), LoadUtil.getJarLoader(PluginType.WRITER, "odpswriter"))
+     *   error: ResourceBundle.getBundle("xxx.LocalStrings", Locale.getDefault(), LoadUtil.getJarLoader(PluginType.WRITER, "odpswriter"))
+     * @param baseName
+     *            demo: javax.servlet.http.LocalStrings
+     * 
+     * @throws MissingResourceException
+     *             - if no resource bundle for the specified base name can be
+     *             found
+     *             
+     * */
+    public static MessageSource loadResourceBundle(String baseName,
+            Locale locale, TimeZone timeZone) {
+        ResourceBundle resourceBundle = null;
+        if (null == locale) {
+            locale = LocaleUtils.toLocale("en_US");
+        }
+        if (null == timeZone) {
+            timeZone = TimeZone.getDefault();
+        }
+        String resourceBaseName = String.format("%s.LocalStrings", baseName);
+        LOG.debug(
+                "initEnvironment MessageSource.locale[{}], MessageSource.timeZone[{}]",
+                MessageSource.locale, MessageSource.timeZone);
+        LOG.debug(
+                "loadResourceBundle with locale[{}], timeZone[{}], baseName[{}]",
+                locale, timeZone, resourceBaseName);
+        // warn: 这个map的维护需要考虑Local吗, no?
+        if (!MessageSource.resourceBundleCache.containsKey(resourceBaseName)) {
+            ClassLoader clazzLoader = Thread.currentThread()
+                    .getContextClassLoader();
+            LOG.debug("loadResourceBundle classLoader:{}", clazzLoader);
+            resourceBundle = ResourceBundle.getBundle(resourceBaseName, locale,
+                    clazzLoader);
+            MessageSource.resourceBundleCache.put(resourceBaseName,
+                    resourceBundle);
+        } else {
+            resourceBundle = MessageSource.resourceBundleCache
+                    .get(resourceBaseName);
+        }
+
+        return new MessageSource(resourceBundle);
+    }
+    
+    public static <T> boolean unloadResourceBundle(Class<T> clazz) {
+        String baseName = clazz.getPackage().getName();
+        String resourceBaseName = String.format("%s.LocalStrings", baseName);
+        if (!MessageSource.resourceBundleCache.containsKey(resourceBaseName)) {
+            return false;
+        } else {
+            MessageSource.resourceBundleCache.remove(resourceBaseName);
+            return true;
+        }
+    }
+    
+    public static <T> MessageSource reloadResourceBundle(Class<T> clazz) {
+        MessageSource.unloadResourceBundle(clazz);
+        return MessageSource.loadResourceBundle(clazz);
+    }
+
+    public static void setEnvironment(Locale locale, TimeZone timeZone) {
+        // warn: 设置默认?  @2018.03.21 将此处注释移除，否则在国际化多时区下会遇到问题
+        Locale.setDefault(locale);
+        TimeZone.setDefault(timeZone);
+        MessageSource.locale = locale;
+        MessageSource.timeZone = timeZone;
+        LOG.info("use Locale: {} timeZone: {}", locale, timeZone);
+    }
+
+    public static void init(final Configuration configuration) {
+        Locale locale2Set = Locale.getDefault();
+        String localeStr = configuration.getString("common.column.locale", "zh_CN");// 默认操作系统的
+        if (StringUtils.isNotBlank(localeStr)) {
+            try {
+                locale2Set = LocaleUtils.toLocale(localeStr);
+            } catch (Exception e) {
+                LOG.warn("ignored locale parse exception: {}", e.getMessage());
+            }
+        }
+
+        TimeZone timeZone2Set = TimeZone.getDefault();
+        String timeZoneStr = configuration.getString("common.column.timeZone");// 默认操作系统的
+        if (StringUtils.isNotBlank(timeZoneStr)) {
+            try {
+                timeZone2Set = TimeZone.getTimeZone(timeZoneStr);
+            } catch (Exception e) {
+                LOG.warn("ignored timezone parse exception: {}", e.getMessage());
+            }
+        }
+
+        LOG.info("JVM TimeZone: {}, Locale: {}", timeZone2Set.getID(), locale2Set);
+        MessageSource.setEnvironment(locale2Set, timeZone2Set);
+    }
+
+    public static void clearCache() {
+        MessageSource.resourceBundleCache.clear();
+    }
+
+    public String message(String code) {
+        return this.messageWithDefaultMessage(code, null);
+    }
+
+    public String message(String code, String args1) {
+        return this.messageWithDefaultMessage(code, null,
+                new Object[] { args1 });
+    }
+
+    public String message(String code, String args1, String args2) {
+        return this.messageWithDefaultMessage(code, null, new Object[] { args1,
+                args2 });
+    }
+
+    public String message(String code, String args1, String args2, String args3) {
+        return this.messageWithDefaultMessage(code, null, new Object[] { args1,
+                args2, args3 });
+    }
+
+    // 上面几个重载可以应对大多数情况, 避免使用这个可以提高性能的
+    public String message(String code, Object... args) {
+        return this.messageWithDefaultMessage(code, null, args);
+    }
+
+    public String messageWithDefaultMessage(String code, String defaultMessage) {
+        return this.messageWithDefaultMessage(code, defaultMessage,
+                new Object[] {});
+    }
+
+    /**
+     * @param args
+     *            MessageFormat会依次调用对应对象的toString方法
+     * */
+    public String messageWithDefaultMessage(String code, String defaultMessage,
+            Object... args) {
+        String messageStr = null;
+        try {
+            messageStr = this.resourceBundle.getString(code);
+        } catch (MissingResourceException e) {
+            messageStr = defaultMessage;
+        }
+        if (null != messageStr && null != args && args.length > 0) {
+            // warn: see loadResourceBundle set default locale
+            return MessageFormat.format(messageStr, args);
+        } else {
+            return messageStr;
+        }
+
+    }
+}
diff --git a/common/src/main/java/com/alibaba/datax/common/util/RangeSplitUtil.java b/common/src/main/java/com/alibaba/datax/common/util/RangeSplitUtil.java
index 791f9ea1..ec353730 100755
--- a/common/src/main/java/com/alibaba/datax/common/util/RangeSplitUtil.java
+++ b/common/src/main/java/com/alibaba/datax/common/util/RangeSplitUtil.java
@@ -206,4 +206,27 @@ public final class RangeSplitUtil {
         return true;
     }
 
+
+    /**
+     * List拆分工具函数，主要用于reader插件的split拆分逻辑
+     * */
+    public static <T> List<List<T>> doListSplit(List<T> objects, int adviceNumber) {
+        List<List<T>> splitLists = new ArrayList<List<T>>();
+        if (null == objects) {
+            return splitLists;
+        }
+        long[] splitPoint = RangeSplitUtil.doLongSplit(0, objects.size(), adviceNumber);
+        for (int startIndex = 0; startIndex < splitPoint.length - 1; startIndex++) {
+            List<T> objectsForTask = new ArrayList<T>();
+            int endIndex = startIndex + 1;
+            for (long i = splitPoint[startIndex]; i < splitPoint[endIndex]; i++) {
+                objectsForTask.add(objects.get((int) i));
+            }
+            if (!objectsForTask.isEmpty()) {
+                splitLists.add(objectsForTask);
+            }
+        }
+        return splitLists;
+    }
+
 }
diff --git a/core/pom.xml b/core/pom.xml
index 174a18d3..970f95a6 100755
--- a/core/pom.xml
+++ b/core/pom.xml
@@ -100,6 +100,14 @@
     </dependencies>
 
     <build>
+        <resources>
+          <resource>
+            <directory>src/main/java</directory>
+            <includes>
+              <include>**/*.properties</include>
+            </includes>
+          </resource>
+        </resources>
         <plugins>
             <plugin>
                 <groupId>org.apache.maven.plugins</groupId>
diff --git a/core/src/main/bin/datax.py b/core/src/main/bin/datax.py
index 1099ed3a..4811ae8d 100755
--- a/core/src/main/bin/datax.py
+++ b/core/src/main/bin/datax.py
@@ -1,23 +1,26 @@
 #!/usr/bin/env python
 # -*- coding:utf-8 -*-
 
-import sys
-import os
-import signal
-import subprocess
-import time
-import re
-import socket
-import json
-from optparse import OptionParser
-from optparse import OptionGroup
-from string import Template
 import codecs
+import json
+import os
 import platform
+import re
+import signal
+import socket
+import subprocess
+import sys
+import time
+from optparse import OptionGroup
+from optparse import OptionParser
+from string import Template
+
+ispy2 = sys.version_info.major == 2
 
 def isWindows():
     return platform.system() == 'Windows'
 
+
 DATAX_HOME = os.path.dirname(os.path.dirname(os.path.abspath(__file__)))
 
 DATAX_VERSION = 'DATAX-OPENSOURCE-3.0'
@@ -52,13 +55,19 @@ def getLocalIp():
 
 def suicide(signum, e):
     global child_process
-    print >> sys.stderr, "[Error] DataX receive unexpected signal %d, starts to suicide." % (signum)
+    if ispy2:
+        print >> sys.stderr, "[Error] DataX receive unexpected signal %d, starts to suicide." % (signum)
+    else:
+        print("[Error] DataX receive unexpected signal %d, starts to suicide." % (signum), sys.stderr)
 
     if child_process:
         child_process.send_signal(signal.SIGQUIT)
         time.sleep(1)
         child_process.kill()
-    print >> sys.stderr, "DataX Process was killed ! you did ?"
+    if ispy2:
+        print >> sys.stderr, "DataX Process was killed ! you did ?"
+    else:
+        print("DataX Process was killed ! you did ?", sys.stderr)
     sys.exit(RET_STATE["KILL"])
 
 
@@ -92,10 +101,10 @@ def getOptionParser():
                                        'if you have mutiple parameters: -p"-DtableName=your-table-name -DcolumnName=your-column-name".'
                                        'Note: you should config in you job tableName with ${tableName}.')
     prodEnvOptionGroup.add_option("-r", "--reader", metavar="<parameter used in view job config[reader] template>",
-                                  action="store", dest="reader",type="string",
+                                  action="store", dest="reader", type="string",
                                   help='View job config[reader] template, eg: mysqlreader,streamreader')
     prodEnvOptionGroup.add_option("-w", "--writer", metavar="<parameter used in view job config[writer] template>",
-                                  action="store", dest="writer",type="string",
+                                  action="store", dest="writer", type="string",
                                   help='View job config[writer] template, eg: mysqlwriter,streamwriter')
     parser.add_option_group(prodEnvOptionGroup)
 
@@ -108,45 +117,50 @@ def getOptionParser():
     parser.add_option_group(devEnvOptionGroup)
     return parser
 
+
 def generateJobConfigTemplate(reader, writer):
-    readerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n" % (reader,reader,reader)
-    writerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n " % (writer,writer,writer)
-    print readerRef
-    print writerRef
+    readerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n" % (
+        reader, reader, reader)
+    writerRef = "Please refer to the %s document:\n     https://github.com/alibaba/DataX/blob/master/%s/doc/%s.md \n " % (
+        writer, writer, writer)
+    print(readerRef)
+    print(writerRef)
     jobGuid = 'Please save the following configuration as a json file and  use\n     python {DATAX_HOME}/bin/datax.py {JSON_FILE_NAME}.json \nto run the job.\n'
-    print jobGuid
-    jobTemplate={
-      "job": {
-        "setting": {
-          "speed": {
-            "channel": ""
-          }
-        },
-        "content": [
-          {
-            "reader": {},
-            "writer": {}
-          }
-        ]
-      }
+    print(jobGuid)
+    jobTemplate = {
+        "job": {
+            "setting": {
+                "speed": {
+                    "channel": ""
+                }
+            },
+            "content": [
+                {
+                    "reader": {},
+                    "writer": {}
+                }
+            ]
+        }
     }
-    readerTemplatePath = "%s/plugin/reader/%s/plugin_job_template.json" % (DATAX_HOME,reader)
-    writerTemplatePath = "%s/plugin/writer/%s/plugin_job_template.json" % (DATAX_HOME,writer)
+    readerTemplatePath = "%s/plugin/reader/%s/plugin_job_template.json" % (DATAX_HOME, reader)
+    writerTemplatePath = "%s/plugin/writer/%s/plugin_job_template.json" % (DATAX_HOME, writer)
     try:
-      readerPar = readPluginTemplate(readerTemplatePath);
-    except Exception, e:
-       print "Read reader[%s] template error: can\'t find file %s" % (reader,readerTemplatePath)
+        readerPar = readPluginTemplate(readerTemplatePath)
+    except:
+        print("Read reader[%s] template error: can\'t find file %s" % (reader, readerTemplatePath))
     try:
-      writerPar = readPluginTemplate(writerTemplatePath);
-    except Exception, e:
-      print "Read writer[%s] template error: : can\'t find file %s" % (writer,writerTemplatePath)
-    jobTemplate['job']['content'][0]['reader'] = readerPar;
-    jobTemplate['job']['content'][0]['writer'] = writerPar;
-    print json.dumps(jobTemplate, indent=4, sort_keys=True)
+        writerPar = readPluginTemplate(writerTemplatePath)
+    except:
+        print("Read writer[%s] template error: : can\'t find file %s" % (writer, writerTemplatePath))
+    jobTemplate['job']['content'][0]['reader'] = readerPar
+    jobTemplate['job']['content'][0]['writer'] = writerPar
+    print(json.dumps(jobTemplate, indent=4, sort_keys=True))
+
 
 def readPluginTemplate(plugin):
     with open(plugin, 'r') as f:
-            return json.load(f)
+        return json.load(f)
+
 
 def isUrl(path):
     if not path:
@@ -168,7 +182,7 @@ def buildStartCommand(options, args):
 
     if options.remoteDebug:
         tempJVMCommand = tempJVMCommand + " " + REMOTE_DEBUG_CONFIG
-        print 'local ip: ', getLocalIp()
+        print('local ip: ', getLocalIp())
 
     if options.loglevel:
         tempJVMCommand = tempJVMCommand + " " + ("-Dloglevel=%s" % (options.loglevel))
@@ -198,11 +212,11 @@ def buildStartCommand(options, args):
 
 
 def printCopyright():
-    print '''
+    print('''
 DataX (%s), From Alibaba !
 Copyright (C) 2010-2017, Alibaba Group. All Rights Reserved.
 
-''' % DATAX_VERSION
+''' % DATAX_VERSION)
     sys.stdout.flush()
 
 
@@ -211,7 +225,7 @@ if __name__ == "__main__":
     parser = getOptionParser()
     options, args = parser.parse_args(sys.argv[1:])
     if options.reader is not None and options.writer is not None:
-        generateJobConfigTemplate(options.reader,options.writer)
+        generateJobConfigTemplate(options.reader, options.writer)
         sys.exit(RET_STATE['OK'])
     if len(args) != 1:
         parser.print_help()
diff --git a/core/src/main/java/com/alibaba/datax/core/Engine.java b/core/src/main/java/com/alibaba/datax/core/Engine.java
index f80d792f..38342532 100755
--- a/core/src/main/java/com/alibaba/datax/core/Engine.java
+++ b/core/src/main/java/com/alibaba/datax/core/Engine.java
@@ -6,6 +6,7 @@ import com.alibaba.datax.common.spi.ErrorCode;
 import com.alibaba.datax.common.statistics.PerfTrace;
 import com.alibaba.datax.common.statistics.VMInfo;
 import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.core.job.JobContainer;
 import com.alibaba.datax.core.taskgroup.TaskGroupContainer;
 import com.alibaba.datax.core.util.ConfigParser;
@@ -73,7 +74,7 @@ public class Engine {
         boolean traceEnable = allConf.getBool(CoreConstant.DATAX_CORE_CONTAINER_TRACE_ENABLE, true);
         boolean perfReportEnable = allConf.getBool(CoreConstant.DATAX_CORE_REPORT_DATAX_PERFLOG, true);
 
-        //standlone模式的datax shell任务不进行汇报
+        //standalone模式的 datax shell任务不进行汇报
         if(instanceId == -1){
             perfReportEnable = false;
         }
@@ -135,6 +136,9 @@ public class Engine {
         RUNTIME_MODE = cl.getOptionValue("mode");
 
         Configuration configuration = ConfigParser.parse(jobPath);
+        // 绑定i18n信息
+        MessageSource.init(configuration);
+        MessageSource.reloadResourceBundle(Configuration.class);
 
         long jobId;
         if (!"-1".equalsIgnoreCase(jobIdString)) {
diff --git a/core/src/main/java/com/alibaba/datax/core/LocalStrings.properties b/core/src/main/java/com/alibaba/datax/core/LocalStrings.properties
new file mode 100644
index 00000000..97d46f07
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/LocalStrings.properties
@@ -0,0 +1,5 @@
+very_like_yixiao=\u4e00{0}\u4e8c{1}\u4e09
+
+engine.1=\u975e standalone \u6a21\u5f0f\u5fc5\u987b\u5728 URL \u4e2d\u63d0\u4f9b\u6709\u6548\u7684 jobId.    
+engine.2=\n\n\u7ecfDataX\u667a\u80fd\u5206\u6790,\u8be5\u4efb\u52a1\u6700\u53ef\u80fd\u7684\u9519\u8bef\u539f\u56e0\u662f:\n{0}
+
diff --git a/core/src/main/java/com/alibaba/datax/core/LocalStrings_en_US.properties b/core/src/main/java/com/alibaba/datax/core/LocalStrings_en_US.properties
new file mode 100644
index 00000000..7ff93838
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/LocalStrings_en_US.properties
@@ -0,0 +1,5 @@
+very_like_yixiao=1{0}2{1}3
+
+engine.1=A valid job ID must be provided in the URL for the non-standalone mode.    
+engine.2=\n\nThrough the intelligent analysis by DataX, the most likely error reason of this task is: \n{0}
+
diff --git a/core/src/main/java/com/alibaba/datax/core/LocalStrings_ja_JP.properties b/core/src/main/java/com/alibaba/datax/core/LocalStrings_ja_JP.properties
new file mode 100644
index 00000000..dfbad970
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/LocalStrings_ja_JP.properties
@@ -0,0 +1,5 @@
+very_like_yixiao=1{0}2{1}3
+
+engine.1=\u975e standalone \u6a21\u5f0f\u5fc5\u987b\u5728 URL \u4e2d\u63d0\u4f9b\u6709\u6548\u7684 jobId.    
+engine.2=\n\n\u7ecfDataX\u667a\u80fd\u5206\u6790,\u8be5\u4efb\u52a1\u6700\u53ef\u80fd\u7684\u9519\u8bef\u539f\u56e0\u662f:\n{0}
+
diff --git a/core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_CN.properties b/core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_CN.properties
new file mode 100644
index 00000000..97d46f07
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_CN.properties
@@ -0,0 +1,5 @@
+very_like_yixiao=\u4e00{0}\u4e8c{1}\u4e09
+
+engine.1=\u975e standalone \u6a21\u5f0f\u5fc5\u987b\u5728 URL \u4e2d\u63d0\u4f9b\u6709\u6548\u7684 jobId.    
+engine.2=\n\n\u7ecfDataX\u667a\u80fd\u5206\u6790,\u8be5\u4efb\u52a1\u6700\u53ef\u80fd\u7684\u9519\u8bef\u539f\u56e0\u662f:\n{0}
+
diff --git a/core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_HK.properties b/core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_HK.properties
new file mode 100644
index 00000000..2587e0ab
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_HK.properties
@@ -0,0 +1,10 @@
+very_like_yixiao=\u4e00{0}\u4e8c{1}\u4e09
+
+engine.1=\u975e standalone \u6a21\u5f0f\u5fc5\u987b\u5728 URL \u4e2d\u63d0\u4f9b\u6709\u6548\u7684 jobId.    
+engine.2=\n\n\u7ecfDataX\u667a\u80fd\u5206\u6790,\u8be5\u4efb\u52a1\u6700\u53ef\u80fd\u7684\u9519\u8bef\u539f\u56e0\u662f:\n{0}
+
+very_like_yixiao=一{0}二{1}三
+
+engine.1=非 standalone 模式必須在 URL 中提供有效的 jobId.    
+engine.2=\n\n經DataX智能分析,該任務最可能的錯誤原因是:\n{0}
+
diff --git a/core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_TW.properties b/core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_TW.properties
new file mode 100644
index 00000000..2587e0ab
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/LocalStrings_zh_TW.properties
@@ -0,0 +1,10 @@
+very_like_yixiao=\u4e00{0}\u4e8c{1}\u4e09
+
+engine.1=\u975e standalone \u6a21\u5f0f\u5fc5\u987b\u5728 URL \u4e2d\u63d0\u4f9b\u6709\u6548\u7684 jobId.    
+engine.2=\n\n\u7ecfDataX\u667a\u80fd\u5206\u6790,\u8be5\u4efb\u52a1\u6700\u53ef\u80fd\u7684\u9519\u8bef\u539f\u56e0\u662f:\n{0}
+
+very_like_yixiao=一{0}二{1}三
+
+engine.1=非 standalone 模式必須在 URL 中提供有效的 jobId.    
+engine.2=\n\n經DataX智能分析,該任務最可能的錯誤原因是:\n{0}
+
diff --git a/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/util/DirtyRecord.java b/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/util/DirtyRecord.java
index fdc5d821..1b0d5238 100755
--- a/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/util/DirtyRecord.java
+++ b/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/util/DirtyRecord.java
@@ -11,15 +11,18 @@ import java.math.BigInteger;
 import java.util.ArrayList;
 import java.util.Date;
 import java.util.List;
+import java.util.Map;
 
 public class DirtyRecord implements Record {
 	private List<Column> columns = new ArrayList<Column>();
+	private Map<String, String> meta;
 
 	public static DirtyRecord asDirtyRecord(final Record record) {
 		DirtyRecord result = new DirtyRecord();
 		for (int i = 0; i < record.getColumnNumber(); i++) {
 			result.addColumn(record.getColumn(i));
 		}
+		result.setMeta(record.getMeta());
 
 		return result;
 	}
@@ -65,6 +68,16 @@ public class DirtyRecord implements Record {
 				"该方法不支持!");
 	}
 
+	@Override
+	public void setMeta(Map<String, String> meta) {
+		this.meta = meta;
+	}
+
+	@Override
+	public Map<String, String> getMeta() {
+		return this.meta;
+	}
+
 	public List<Column> getColumns() {
 		return columns;
 	}
@@ -119,6 +132,12 @@ class DirtyColumn extends Column {
 		throw DataXException.asDataXException(FrameworkErrorCode.RUNTIME_ERROR,
 				"该方法不支持!");
 	}
+	
+	@Override
+	public Date asDate(String dateFormat) {
+		throw DataXException.asDataXException(FrameworkErrorCode.RUNTIME_ERROR,
+				"该方法不支持!");
+	}
 
 	@Override
 	public byte[] asBytes() {
diff --git a/core/src/main/java/com/alibaba/datax/core/transport/record/DefaultRecord.java b/core/src/main/java/com/alibaba/datax/core/transport/record/DefaultRecord.java
index 2598bc8c..c78a2a87 100755
--- a/core/src/main/java/com/alibaba/datax/core/transport/record/DefaultRecord.java
+++ b/core/src/main/java/com/alibaba/datax/core/transport/record/DefaultRecord.java
@@ -27,6 +27,8 @@ public class DefaultRecord implements Record {
 	// 首先是Record本身需要的内存
 	private int memorySize = ClassSize.DefaultRecordHead;
 
+	private Map<String, String> meta;
+
 	public DefaultRecord() {
 		this.columns = new ArrayList<Column>(RECORD_AVERGAE_COLUMN_NUMBER);
 	}
@@ -83,6 +85,16 @@ public class DefaultRecord implements Record {
 		return memorySize;
 	}
 
+	@Override
+	public void setMeta(Map<String, String> meta) {
+		this.meta = meta;
+	}
+
+	@Override
+	public Map<String, String> getMeta() {
+		return this.meta;
+	}
+
 	private void decrByteSize(final Column column) {
 		if (null == column) {
 			return;
diff --git a/core/src/main/java/com/alibaba/datax/core/transport/record/TerminateRecord.java b/core/src/main/java/com/alibaba/datax/core/transport/record/TerminateRecord.java
index 928609ab..7cb1cff1 100755
--- a/core/src/main/java/com/alibaba/datax/core/transport/record/TerminateRecord.java
+++ b/core/src/main/java/com/alibaba/datax/core/transport/record/TerminateRecord.java
@@ -3,6 +3,8 @@ package com.alibaba.datax.core.transport.record;
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
 
+import java.util.Map;
+
 /**
  * 作为标示 生产者已经完成生产的标志
  * 
@@ -41,6 +43,16 @@ public class TerminateRecord implements Record {
 		return 0;
 	}
 
+	@Override
+	public void setMeta(Map<String, String> meta) {
+
+	}
+
+	@Override
+	public Map<String, String> getMeta() {
+		return null;
+	}
+
 	@Override
 	public void setColumn(int i, Column column) {
 		return;
diff --git a/core/src/main/java/com/alibaba/datax/core/util/LocalStrings.properties b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings.properties
new file mode 100644
index 00000000..a90f7829
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings.properties
@@ -0,0 +1,58 @@
+configparser.1=\u63D2\u4EF6[{0},{1}]\u52A0\u8F7D\u5931\u8D25\uFF0C1s\u540E\u91CD\u8BD5... Exception:{2}
+configparser.2=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.3=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.4=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.5=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25\uFF0C\u672A\u5B8C\u6210\u6307\u5B9A\u63D2\u4EF6\u52A0\u8F7D:{0}
+configparser.6=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25,\u5B58\u5728\u91CD\u590D\u63D2\u4EF6:{0}
+
+dataxserviceutil.1=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38NoSuchAlgorithmException, [{0}]
+dataxserviceutil.2=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38InvalidKeyException, [{0}]
+dataxserviceutil.3=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38UnsupportedEncodingException, [{0}]
+
+errorrecordchecker.1=\u810F\u6570\u636E\u767E\u5206\u6BD4\u9650\u5236\u5E94\u8BE5\u5728[0.0, 1.0]\u4E4B\u95F4
+errorrecordchecker.2=\u810F\u6570\u636E\u6761\u6570\u73B0\u5728\u5E94\u8BE5\u4E3A\u975E\u8D1F\u6574\u6570
+errorrecordchecker.3=\u810F\u6570\u636E\u6761\u6570\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\u6761\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u4E86[{1}]\u6761.
+errorrecordchecker.4=\u810F\u6570\u636E\u767E\u5206\u6BD4\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u5230[{1}].
+
+
+errorcode.install_error=DataX\u5F15\u64CE\u5B89\u88C5\u9519\u8BEF, \u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.argument_error=DataX\u5F15\u64CE\u8FD0\u884C\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8E\u5185\u90E8\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3 .
+errorcode.runtime_error=DataX\u5F15\u64CE\u8FD0\u884C\u8FC7\u7A0B\u51FA\u9519\uFF0C\u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F  .
+errorcode.config_error=DataX\u5F15\u64CE\u914D\u7F6E\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.secret_error=DataX\u5F15\u64CE\u52A0\u89E3\u5BC6\u51FA\u9519\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.hook_load_error=\u52A0\u8F7D\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF\uFF0C\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u5F15\u8D77\u7684
+errorcode.hook_fail_error=\u6267\u884C\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF
+errorcode.plugin_install_error=DataX\u63D2\u4EF6\u5B89\u88C5\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_not_found=DataX\u63D2\u4EF6\u914D\u7F6E\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_init_error=DataX\u63D2\u4EF6\u521D\u59CB\u5316\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_runtime_error=DataX\u63D2\u4EF6\u8FD0\u884C\u65F6\u51FA\u9519, \u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F .
+errorcode.plugin_dirty_data_limit_exceed=DataX\u4F20\u8F93\u810F\u6570\u636E\u8D85\u8FC7\u7528\u6237\u9884\u671F\uFF0C\u8BE5\u9519\u8BEF\u901A\u5E38\u662F\u7531\u4E8E\u6E90\u7AEF\u6570\u636E\u5B58\u5728\u8F83\u591A\u4E1A\u52A1\u810F\u6570\u636E\u5BFC\u81F4\uFF0C\u8BF7\u4ED4\u7EC6\u68C0\u67E5DataX\u6C47\u62A5\u7684\u810F\u6570\u636E\u65E5\u5FD7\u4FE1\u606F, \u6216\u8005\u60A8\u53EF\u4EE5\u9002\u5F53\u8C03\u5927\u810F\u6570\u636E\u9608\u503C .
+errorcode.plugin_split_error=DataX\u63D2\u4EF6\u5207\u5206\u51FA\u9519, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5404\u4E2A\u63D2\u4EF6\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.kill_job_timeout_error=kill \u4EFB\u52A1\u8D85\u65F6\uFF0C\u8BF7\u8054\u7CFBPE\u89E3\u51B3
+errorcode.start_taskgroup_error=taskGroup\u542F\u52A8\u5931\u8D25,\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.call_datax_service_failed=\u8BF7\u6C42 DataX Service \u51FA\u9519.
+errorcode.call_remote_failed=\u8FDC\u7A0B\u8C03\u7528\u5931\u8D25
+errorcode.killed_exit_value=Job \u6536\u5230\u4E86 Kill \u547D\u4EE4.
+
+
+httpclientutil.1=\u8BF7\u6C42\u5730\u5740\uFF1A{0}, \u8BF7\u6C42\u65B9\u6CD5\uFF1A{1}, STATUS CODE = {2}, Response Entity: {3} 
+httpclientutil.2=\u8FDC\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C06\u91CD\u8BD5
+
+
+secretutil.1=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.2=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.3=rsa\u52A0\u5BC6\u51FA\u9519
+secretutil.4=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.5=3\u91CDDES\u52A0\u5BC6\u51FA\u9519
+secretutil.6=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.7=\u6784\u5EFA\u4E09\u91CDDES\u5BC6\u5319\u51FA\u9519
+secretutil.8=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u5BC6\u94A5\u7684\u914D\u7F6E\u6587\u4EF6
+secretutil.9=\u8BFB\u53D6\u52A0\u89E3\u5BC6\u914D\u7F6E\u6587\u4EF6\u51FA\u9519
+secretutil.10=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.11=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.12=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.13=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.14=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C[{0}]\u5B58\u5728\u5BC6\u94A5\u4E3A\u7A7A\u7684\u60C5\u51B5
+secretutil.15=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u516C\u79C1\u94A5\u5BF9\u5B58\u5728\u4E3A\u7A7A\u7684\u60C5\u51B5\uFF0C\u7248\u672C[{0}]
+secretutil.16=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u52A0\u89E3\u5BC6\u914D\u7F6E
+
diff --git a/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_en_US.properties b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_en_US.properties
new file mode 100644
index 00000000..8e01b153
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_en_US.properties
@@ -0,0 +1,58 @@
+configparser.1=Failed to load the plug-in [{0},{1}]. We will retry in 1s... Exception: {2}
+configparser.2=Failed to obtain the job configuration information: {0}
+configparser.3=Failed to obtain the job configuration information: {0}
+configparser.4=Failed to obtain the job configuration information: {0}
+configparser.5=Failed to load the plug-in. Loading of the specific plug-in:{0} is not completed
+configparser.6=Failed to load the plug-in. A duplicate plug-in: {0} exists
+
+dataxserviceutil.1=Exception in creating signature. NoSuchAlgorithmException, [{0}]
+dataxserviceutil.2=Exception in creating signature. InvalidKeyException, [{0}]
+dataxserviceutil.3=Exception in creating signature. UnsupportedEncodingException, [{0}]
+
+errorrecordchecker.1=The percentage of dirty data should be limited to within [0.0, 1.0]
+errorrecordchecker.2=The number of dirty data entries should now be a nonnegative integer
+errorrecordchecker.3=Check for the number of dirty data entries has not passed. The limit is [{0}] entries, but [{1}] entries have been captured. 
+errorrecordchecker.4=Check for the percentage of dirty data has not passed. The limit is [{0}], but [{1}] of dirty data has been captured. 
+
+
+errorcode.install_error=Error in installing DataX engine. Please contact your O&M team to solve the problem.
+errorcode.argument_error=Error in running DataX engine. This problem is generally caused by an internal programming error. Please contact the DataX developer team to solve the problem. 
+errorcode.runtime_error=The DataX engine encountered an error during running. For the specific cause, refer to the error diagnosis after DataX stops running. 
+errorcode.config_error=Error in DataX engine configuration. This problem is generally caused by a DataX installation error. Please contact your O&M team to solve the problem. 
+errorcode.secret_error=Error in DataX engine encryption or decryption. This problem is generally caused by a DataX key configuration error. Please contact your O&M team to solve the problem. 
+errorcode.hook_load_error=Error in loading the external hook. This problem is generally caused by the DataX installation. 
+errorcode.hook_fail_error=Error in executing the external hook
+errorcode.plugin_install_error=Error in installing DataX plug-in. This problem is generally caused by a DataX installation error. Please contact your O&M team to solve the problem. 
+errorcode.plugin_not_found=Error in DataX plug-in configuration. This problem is generally caused by a DataX installation error. Please contact your O&M team to solve the problem. 
+errorcode.plugin_init_error=Error in DataX plug-in initialization. This problem is generally caused by a DataX installation error. Please contact your O&M team to solve the problem. 
+errorcode.plugin_runtime_error=The DataX plug-in encountered an error during running. For the specific cause, refer to the error diagnosis after DataX stops running. 
+errorcode.plugin_dirty_data_limit_exceed=The dirty data transmitted by DataX exceeds user expectations. This error often occurs when a lot dirty data exists in the source data. Please carefully check the dirty data log information reported by DataX, or you can tune up the dirty data threshold value. 
+errorcode.plugin_split_error=Error in DataX plug-in slicing. This problem is generally caused by a programming error in some DataX plug-in. Please contact the DataX developer team to solve the problem. 
+errorcode.kill_job_timeout_error=The kill task times out. Please contact the PE to solve the problem
+errorcode.start_taskgroup_error=Failed to start the task group. Please contact the DataX developer team to solve the problem
+errorcode.call_datax_service_failed=Error in requesting DataX Service.
+errorcode.call_remote_failed=Remote call failure
+errorcode.killed_exit_value=The job has received a Kill command.
+
+
+httpclientutil.1=Request address: {0}. Request method: {1}. STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=The remote interface returns -1. We will try again
+
+
+secretutil.1=System programing error. Unsupported encryption type
+secretutil.2=System programing error. Unsupported encryption type
+secretutil.3=RSA encryption error
+secretutil.4=RSA decryption error
+secretutil.5=Triple DES encryption error
+secretutil.6=RSA decryption error
+secretutil.7=Error in building Triple DES key
+secretutil.8=DataX configuration requires encryption and decryption, but unable to find the key configuration file
+secretutil.9=Error in reading the encryption and decryption configuration file
+secretutil.10=The version of the DataX-configured key is [{0}], but there is no configuration in the system. Error in task key configuration. The key version you configured does not exist
+secretutil.11=The version of the DataX-configured key is [{0}], but there is no configuration in the system. There may be an error in task key configuration, or a problem in system maintenance
+secretutil.12=The version of the DataX-configured key is [{0}], but there is no configuration in the system. Error in task key configuration. The key version you configured does not exist
+secretutil.13=The version of the DataX-configured key is [{0}], but there is no configuration in the system. There may be an error in task key configuration, or a problem in system maintenance
+secretutil.14=DataX configuration requires encryption and decryption, but some key in the configured key version [{0}] is empty
+secretutil.15=DataX configuration requires encryption and decryption, but some configured public/private key pairs are empty and the version is [{0}]
+secretutil.16=DataX configuration requires encryption and decryption, but the encryption and decryption configuration cannot be found
+
diff --git a/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_ja_JP.properties b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_ja_JP.properties
new file mode 100644
index 00000000..7a0c95ac
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_ja_JP.properties
@@ -0,0 +1,58 @@
+configparser.1=\u63D2\u4EF6[{0},{1}]\u52A0\u8F7D\u5931\u8D25\uFF0C1s\u540E\u91CD\u8BD5... Exception:{2}
+configparser.2=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.3=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.4=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.5=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25\uFF0C\u672A\u5B8C\u6210\u6307\u5B9A\u63D2\u4EF6\u52A0\u8F7D:{0}
+configparser.6=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25,\u5B58\u5728\u91CD\u590D\u63D2\u4EF6:{0}
+
+dataxserviceutil.1=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38NoSuchAlgorithmException, [{0}]
+dataxserviceutil.2=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38InvalidKeyException, [{0}]
+dataxserviceutil.3=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38UnsupportedEncodingException, [{0}]
+
+errorrecordchecker.1=\u810F\u6570\u636E\u767E\u5206\u6BD4\u9650\u5236\u5E94\u8BE5\u5728[0.0, 1.0]\u4E4B\u95F4
+errorrecordchecker.2=\u810F\u6570\u636E\u6761\u6570\u73B0\u5728\u5E94\u8BE5\u4E3A\u975E\u8D1F\u6574\u6570
+errorrecordchecker.3=\u810F\u6570\u636E\u6761\u6570\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\u6761\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u4E86[{1}]\u6761.
+errorrecordchecker.4=\u810F\u6570\u636E\u767E\u5206\u6BD4\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u5230[{1}].
+
+
+errorcode.install_error=DataX\u5F15\u64CE\u5B89\u88C5\u9519\u8BEF, \u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.argument_error=DataX\u5F15\u64CE\u8FD0\u884C\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8E\u5185\u90E8\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3 .
+errorcode.runtime_error=DataX\u5F15\u64CE\u8FD0\u884C\u8FC7\u7A0B\u51FA\u9519\uFF0C\u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F  .
+errorcode.config_error=DataX\u5F15\u64CE\u914D\u7F6E\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.secret_error=DataX\u5F15\u64CE\u52A0\u89E3\u5BC6\u51FA\u9519\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.hook_load_error=\u52A0\u8F7D\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF\uFF0C\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u5F15\u8D77\u7684
+errorcode.hook_fail_error=\u6267\u884C\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF
+errorcode.plugin_install_error=DataX\u63D2\u4EF6\u5B89\u88C5\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_not_found=DataX\u63D2\u4EF6\u914D\u7F6E\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_init_error=DataX\u63D2\u4EF6\u521D\u59CB\u5316\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_runtime_error=DataX\u63D2\u4EF6\u8FD0\u884C\u65F6\u51FA\u9519, \u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F .
+errorcode.plugin_dirty_data_limit_exceed=DataX\u4F20\u8F93\u810F\u6570\u636E\u8D85\u8FC7\u7528\u6237\u9884\u671F\uFF0C\u8BE5\u9519\u8BEF\u901A\u5E38\u662F\u7531\u4E8E\u6E90\u7AEF\u6570\u636E\u5B58\u5728\u8F83\u591A\u4E1A\u52A1\u810F\u6570\u636E\u5BFC\u81F4\uFF0C\u8BF7\u4ED4\u7EC6\u68C0\u67E5DataX\u6C47\u62A5\u7684\u810F\u6570\u636E\u65E5\u5FD7\u4FE1\u606F, \u6216\u8005\u60A8\u53EF\u4EE5\u9002\u5F53\u8C03\u5927\u810F\u6570\u636E\u9608\u503C .
+errorcode.plugin_split_error=DataX\u63D2\u4EF6\u5207\u5206\u51FA\u9519, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5404\u4E2A\u63D2\u4EF6\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.kill_job_timeout_error=kill \u4EFB\u52A1\u8D85\u65F6\uFF0C\u8BF7\u8054\u7CFBPE\u89E3\u51B3
+errorcode.start_taskgroup_error=taskGroup\u542F\u52A8\u5931\u8D25,\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.call_datax_service_failed=\u8BF7\u6C42 DataX Service \u51FA\u9519.
+errorcode.call_remote_failed=\u8FDC\u7A0B\u8C03\u7528\u5931\u8D25
+errorcode.killed_exit_value=Job \u6536\u5230\u4E86 Kill \u547D\u4EE4.
+
+
+httpclientutil.1=\u8BF7\u6C42\u5730\u5740\uFF1A{0}, \u8BF7\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u8FDC\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C06\u91CD\u8BD5
+
+
+secretutil.1=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.2=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.3=rsa\u52A0\u5BC6\u51FA\u9519
+secretutil.4=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.5=3\u91CDDES\u52A0\u5BC6\u51FA\u9519
+secretutil.6=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.7=\u6784\u5EFA\u4E09\u91CDDES\u5BC6\u5319\u51FA\u9519
+secretutil.8=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u5BC6\u94A5\u7684\u914D\u7F6E\u6587\u4EF6
+secretutil.9=\u8BFB\u53D6\u52A0\u89E3\u5BC6\u914D\u7F6E\u6587\u4EF6\u51FA\u9519
+secretutil.10=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.11=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.12=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.13=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.14=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C[{0}]\u5B58\u5728\u5BC6\u94A5\u4E3A\u7A7A\u7684\u60C5\u51B5
+secretutil.15=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u516C\u79C1\u94A5\u5BF9\u5B58\u5728\u4E3A\u7A7A\u7684\u60C5\u51B5\uFF0C\u7248\u672C[{0}]
+secretutil.16=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u52A0\u89E3\u5BC6\u914D\u7F6E
+
diff --git a/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_CN.properties b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_CN.properties
new file mode 100644
index 00000000..7a0c95ac
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_CN.properties
@@ -0,0 +1,58 @@
+configparser.1=\u63D2\u4EF6[{0},{1}]\u52A0\u8F7D\u5931\u8D25\uFF0C1s\u540E\u91CD\u8BD5... Exception:{2}
+configparser.2=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.3=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.4=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.5=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25\uFF0C\u672A\u5B8C\u6210\u6307\u5B9A\u63D2\u4EF6\u52A0\u8F7D:{0}
+configparser.6=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25,\u5B58\u5728\u91CD\u590D\u63D2\u4EF6:{0}
+
+dataxserviceutil.1=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38NoSuchAlgorithmException, [{0}]
+dataxserviceutil.2=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38InvalidKeyException, [{0}]
+dataxserviceutil.3=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38UnsupportedEncodingException, [{0}]
+
+errorrecordchecker.1=\u810F\u6570\u636E\u767E\u5206\u6BD4\u9650\u5236\u5E94\u8BE5\u5728[0.0, 1.0]\u4E4B\u95F4
+errorrecordchecker.2=\u810F\u6570\u636E\u6761\u6570\u73B0\u5728\u5E94\u8BE5\u4E3A\u975E\u8D1F\u6574\u6570
+errorrecordchecker.3=\u810F\u6570\u636E\u6761\u6570\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\u6761\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u4E86[{1}]\u6761.
+errorrecordchecker.4=\u810F\u6570\u636E\u767E\u5206\u6BD4\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u5230[{1}].
+
+
+errorcode.install_error=DataX\u5F15\u64CE\u5B89\u88C5\u9519\u8BEF, \u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.argument_error=DataX\u5F15\u64CE\u8FD0\u884C\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8E\u5185\u90E8\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3 .
+errorcode.runtime_error=DataX\u5F15\u64CE\u8FD0\u884C\u8FC7\u7A0B\u51FA\u9519\uFF0C\u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F  .
+errorcode.config_error=DataX\u5F15\u64CE\u914D\u7F6E\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.secret_error=DataX\u5F15\u64CE\u52A0\u89E3\u5BC6\u51FA\u9519\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.hook_load_error=\u52A0\u8F7D\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF\uFF0C\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u5F15\u8D77\u7684
+errorcode.hook_fail_error=\u6267\u884C\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF
+errorcode.plugin_install_error=DataX\u63D2\u4EF6\u5B89\u88C5\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_not_found=DataX\u63D2\u4EF6\u914D\u7F6E\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_init_error=DataX\u63D2\u4EF6\u521D\u59CB\u5316\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_runtime_error=DataX\u63D2\u4EF6\u8FD0\u884C\u65F6\u51FA\u9519, \u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F .
+errorcode.plugin_dirty_data_limit_exceed=DataX\u4F20\u8F93\u810F\u6570\u636E\u8D85\u8FC7\u7528\u6237\u9884\u671F\uFF0C\u8BE5\u9519\u8BEF\u901A\u5E38\u662F\u7531\u4E8E\u6E90\u7AEF\u6570\u636E\u5B58\u5728\u8F83\u591A\u4E1A\u52A1\u810F\u6570\u636E\u5BFC\u81F4\uFF0C\u8BF7\u4ED4\u7EC6\u68C0\u67E5DataX\u6C47\u62A5\u7684\u810F\u6570\u636E\u65E5\u5FD7\u4FE1\u606F, \u6216\u8005\u60A8\u53EF\u4EE5\u9002\u5F53\u8C03\u5927\u810F\u6570\u636E\u9608\u503C .
+errorcode.plugin_split_error=DataX\u63D2\u4EF6\u5207\u5206\u51FA\u9519, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5404\u4E2A\u63D2\u4EF6\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.kill_job_timeout_error=kill \u4EFB\u52A1\u8D85\u65F6\uFF0C\u8BF7\u8054\u7CFBPE\u89E3\u51B3
+errorcode.start_taskgroup_error=taskGroup\u542F\u52A8\u5931\u8D25,\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.call_datax_service_failed=\u8BF7\u6C42 DataX Service \u51FA\u9519.
+errorcode.call_remote_failed=\u8FDC\u7A0B\u8C03\u7528\u5931\u8D25
+errorcode.killed_exit_value=Job \u6536\u5230\u4E86 Kill \u547D\u4EE4.
+
+
+httpclientutil.1=\u8BF7\u6C42\u5730\u5740\uFF1A{0}, \u8BF7\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u8FDC\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C06\u91CD\u8BD5
+
+
+secretutil.1=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.2=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.3=rsa\u52A0\u5BC6\u51FA\u9519
+secretutil.4=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.5=3\u91CDDES\u52A0\u5BC6\u51FA\u9519
+secretutil.6=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.7=\u6784\u5EFA\u4E09\u91CDDES\u5BC6\u5319\u51FA\u9519
+secretutil.8=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u5BC6\u94A5\u7684\u914D\u7F6E\u6587\u4EF6
+secretutil.9=\u8BFB\u53D6\u52A0\u89E3\u5BC6\u914D\u7F6E\u6587\u4EF6\u51FA\u9519
+secretutil.10=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.11=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.12=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.13=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.14=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C[{0}]\u5B58\u5728\u5BC6\u94A5\u4E3A\u7A7A\u7684\u60C5\u51B5
+secretutil.15=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u516C\u79C1\u94A5\u5BF9\u5B58\u5728\u4E3A\u7A7A\u7684\u60C5\u51B5\uFF0C\u7248\u672C[{0}]
+secretutil.16=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u52A0\u89E3\u5BC6\u914D\u7F6E
+
diff --git a/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_HK.properties b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_HK.properties
new file mode 100644
index 00000000..59ce9fd9
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_HK.properties
@@ -0,0 +1,116 @@
+configparser.1=\u63D2\u4EF6[{0},{1}]\u52A0\u8F7D\u5931\u8D25\uFF0C1s\u540E\u91CD\u8BD5... Exception:{2}
+configparser.2=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.3=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.4=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.5=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25\uFF0C\u672A\u5B8C\u6210\u6307\u5B9A\u63D2\u4EF6\u52A0\u8F7D:{0}
+configparser.6=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25,\u5B58\u5728\u91CD\u590D\u63D2\u4EF6:{0}
+
+dataxserviceutil.1=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38NoSuchAlgorithmException, [{0}]
+dataxserviceutil.2=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38InvalidKeyException, [{0}]
+dataxserviceutil.3=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38UnsupportedEncodingException, [{0}]
+
+errorrecordchecker.1=\u810F\u6570\u636E\u767E\u5206\u6BD4\u9650\u5236\u5E94\u8BE5\u5728[0.0, 1.0]\u4E4B\u95F4
+errorrecordchecker.2=\u810F\u6570\u636E\u6761\u6570\u73B0\u5728\u5E94\u8BE5\u4E3A\u975E\u8D1F\u6574\u6570
+errorrecordchecker.3=\u810F\u6570\u636E\u6761\u6570\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\u6761\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u4E86[{1}]\u6761.
+errorrecordchecker.4=\u810F\u6570\u636E\u767E\u5206\u6BD4\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u5230[{1}].
+
+
+errorcode.install_error=DataX\u5F15\u64CE\u5B89\u88C5\u9519\u8BEF, \u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.argument_error=DataX\u5F15\u64CE\u8FD0\u884C\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8E\u5185\u90E8\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3 .
+errorcode.runtime_error=DataX\u5F15\u64CE\u8FD0\u884C\u8FC7\u7A0B\u51FA\u9519\uFF0C\u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F  .
+errorcode.config_error=DataX\u5F15\u64CE\u914D\u7F6E\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.secret_error=DataX\u5F15\u64CE\u52A0\u89E3\u5BC6\u51FA\u9519\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.hook_load_error=\u52A0\u8F7D\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF\uFF0C\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u5F15\u8D77\u7684
+errorcode.hook_fail_error=\u6267\u884C\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF
+errorcode.plugin_install_error=DataX\u63D2\u4EF6\u5B89\u88C5\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_not_found=DataX\u63D2\u4EF6\u914D\u7F6E\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_init_error=DataX\u63D2\u4EF6\u521D\u59CB\u5316\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_runtime_error=DataX\u63D2\u4EF6\u8FD0\u884C\u65F6\u51FA\u9519, \u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F .
+errorcode.plugin_dirty_data_limit_exceed=DataX\u4F20\u8F93\u810F\u6570\u636E\u8D85\u8FC7\u7528\u6237\u9884\u671F\uFF0C\u8BE5\u9519\u8BEF\u901A\u5E38\u662F\u7531\u4E8E\u6E90\u7AEF\u6570\u636E\u5B58\u5728\u8F83\u591A\u4E1A\u52A1\u810F\u6570\u636E\u5BFC\u81F4\uFF0C\u8BF7\u4ED4\u7EC6\u68C0\u67E5DataX\u6C47\u62A5\u7684\u810F\u6570\u636E\u65E5\u5FD7\u4FE1\u606F, \u6216\u8005\u60A8\u53EF\u4EE5\u9002\u5F53\u8C03\u5927\u810F\u6570\u636E\u9608\u503C .
+errorcode.plugin_split_error=DataX\u63D2\u4EF6\u5207\u5206\u51FA\u9519, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5404\u4E2A\u63D2\u4EF6\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.kill_job_timeout_error=kill \u4EFB\u52A1\u8D85\u65F6\uFF0C\u8BF7\u8054\u7CFBPE\u89E3\u51B3
+errorcode.start_taskgroup_error=taskGroup\u542F\u52A8\u5931\u8D25,\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.call_datax_service_failed=\u8BF7\u6C42 DataX Service \u51FA\u9519.
+errorcode.call_remote_failed=\u8FDC\u7A0B\u8C03\u7528\u5931\u8D25
+errorcode.killed_exit_value=Job \u6536\u5230\u4E86 Kill \u547D\u4EE4.
+
+
+httpclientutil.1=\u8BF7\u6C42\u5730\u5740\uFF1A{0}, \u8BF7\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u8FDC\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C06\u91CD\u8BD5
+
+
+secretutil.1=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.2=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.3=rsa\u52A0\u5BC6\u51FA\u9519
+secretutil.4=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.5=3\u91CDDES\u52A0\u5BC6\u51FA\u9519
+secretutil.6=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.7=\u6784\u5EFA\u4E09\u91CDDES\u5BC6\u5319\u51FA\u9519
+secretutil.8=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u5BC6\u94A5\u7684\u914D\u7F6E\u6587\u4EF6
+secretutil.9=\u8BFB\u53D6\u52A0\u89E3\u5BC6\u914D\u7F6E\u6587\u4EF6\u51FA\u9519
+secretutil.10=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.11=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.12=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.13=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.14=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C[{0}]\u5B58\u5728\u5BC6\u94A5\u4E3A\u7A7A\u7684\u60C5\u51B5
+secretutil.15=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u516C\u79C1\u94A5\u5BF9\u5B58\u5728\u4E3A\u7A7A\u7684\u60C5\u51B5\uFF0C\u7248\u672C[{0}]
+secretutil.16=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u52A0\u89E3\u5BC6\u914D\u7F6E
+
+configparser.1=\u5916\u639B\u7A0B\u5F0F[{0},{1}]\u8F09\u5165\u5931\u6557\uFF0C1s\u5F8C\u91CD\u8A66... Exception:{2}
+configparser.2=\u7372\u53D6\u4F5C\u696D\u914D\u7F6E\u8CC7\u8A0A\u5931\u6557:{0}
+configparser.3=\u7372\u53D6\u4F5C\u696D\u914D\u7F6E\u8CC7\u8A0A\u5931\u6557:{0}
+configparser.4=\u7372\u53D6\u4F5C\u696D\u914D\u7F6E\u8CC7\u8A0A\u5931\u6557:{0}
+configparser.5=\u5916\u639B\u7A0B\u5F0F\u8F09\u5165\u5931\u6557\uFF0C\u672A\u5B8C\u6210\u6307\u5B9A\u5916\u639B\u7A0B\u5F0F\u8F09\u5165:{0}
+configparser.6=\u5916\u639B\u7A0B\u5F0F\u8F09\u5165\u5931\u6557,\u5B58\u5728\u91CD\u8907\u5916\u639B\u7A0B\u5F0F:{0}
+
+dataxserviceutil.1=\u5EFA\u7ACB\u7C3D\u540D\u7570\u5E38NoSuchAlgorithmException, [{0}]
+dataxserviceutil.2=\u5EFA\u7ACB\u7C3D\u540D\u7570\u5E38InvalidKeyException, [{0}]
+dataxserviceutil.3=\u5EFA\u7ACB\u7C3D\u540D\u7570\u5E38UnsupportedEncodingException, [{0}]
+
+errorrecordchecker.1=\u9AD2\u6578\u64DA\u767E\u5206\u6BD4\u9650\u5236\u61C9\u8A72\u5728[0.0, 1.0]\u4E4B\u9593
+errorrecordchecker.2=\u9AD2\u6578\u64DA\u689D\u6578\u73FE\u5728\u61C9\u8A72\u70BA\u975E\u8CA0\u6574\u6578
+errorrecordchecker.3=\u9AD2\u6578\u64DA\u689D\u6578\u6AA2\u67E5\u4E0D\u901A\u904E\uFF0C\u9650\u5236\u662F[{0}]\u689D\uFF0C\u4F46\u5BE6\u969B\u4E0A\u6355\u7372\u4E86[{1}]\u689D.
+errorrecordchecker.4=\u9AD2\u6578\u64DA\u767E\u5206\u6BD4\u6AA2\u67E5\u4E0D\u901A\u904E\uFF0C\u9650\u5236\u662F[{0}]\uFF0C\u4F46\u5BE6\u969B\u4E0A\u6355\u7372\u5230[{1}].
+
+
+errorcode.install_error=DataX\u5F15\u64CE\u5B89\u88DD\u932F\u8AA4, \u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.argument_error=DataX\u5F15\u64CE\u904B\u884C\u932F\u8AA4\uFF0C\u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BC\u5167\u90E8\u7DE8\u7A0B\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61DataX\u958B\u767C\u5718\u968A\u89E3\u6C7A .
+errorcode.runtime_error=DataX\u5F15\u64CE\u904B\u884C\u904E\u7A0B\u51FA\u932F\uFF0C\u5177\u9AD4\u539F\u56E0\u8ACB\u53C3\u770BDataX\u904B\u884C\u7D50\u675F\u6642\u7684\u932F\u8AA4\u8A3A\u65B7\u8CC7\u8A0A  .
+errorcode.config_error=DataX\u5F15\u64CE\u914D\u7F6E\u932F\u8AA4\uFF0C\u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.secret_error=DataX\u5F15\u64CE\u52A0\u89E3\u5BC6\u51FA\u932F\uFF0C\u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.hook_load_error=\u8F09\u5165\u5916\u90E8Hook\u51FA\u73FE\u932F\u8AA4\uFF0C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u5F15\u8D77\u7684
+errorcode.hook_fail_error=\u57F7\u884C\u5916\u90E8Hook\u51FA\u73FE\u932F\u8AA4
+errorcode.plugin_install_error=DataX\u5916\u639B\u7A0B\u5F0F\u5B89\u88DD\u932F\u8AA4, \u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.plugin_not_found=DataX\u5916\u639B\u7A0B\u5F0F\u914D\u7F6E\u932F\u8AA4, \u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.plugin_init_error=DataX\u5916\u639B\u7A0B\u5F0F\u521D\u59CB\u5316\u932F\u8AA4, \u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.plugin_runtime_error=DataX\u5916\u639B\u7A0B\u5F0F\u904B\u884C\u6642\u51FA\u932F, \u5177\u9AD4\u539F\u56E0\u8ACB\u53C3\u770BDataX\u904B\u884C\u7D50\u675F\u6642\u7684\u932F\u8AA4\u8A3A\u65B7\u8CC7\u8A0A .
+errorcode.plugin_dirty_data_limit_exceed=DataX\u50B3\u8F38\u9AD2\u6578\u64DA\u8D85\u904E\u7528\u6236\u9810\u671F\uFF0C\u8A72\u932F\u8AA4\u901A\u5E38\u662F\u7531\u65BC\u6E90\u7AEF\u6578\u64DA\u5B58\u5728\u8F03\u591A\u696D\u52D9\u9AD2\u6578\u64DA\u5C0E\u81F4\uFF0C\u8ACB\u4ED4\u7D30\u6AA2\u67E5DataX\u5F59\u5831\u7684\u9AD2\u6578\u64DA\u65E5\u8A8C\u8CC7\u8A0A, \u6216\u8005\u60A8\u53EF\u4EE5\u9069\u7576\u8ABF\u5927\u9AD2\u6578\u64DA\u95BE\u503C .
+errorcode.plugin_split_error=DataX\u5916\u639B\u7A0B\u5F0F\u5207\u5206\u51FA\u932F, \u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5404\u500B\u5916\u639B\u7A0B\u5F0F\u7DE8\u7A0B\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61DataX\u958B\u767C\u5718\u968A\u89E3\u6C7A
+errorcode.kill_job_timeout_error=kill \u4EFB\u52D9\u903E\u6642\uFF0C\u8ACB\u806F\u7D61PE\u89E3\u6C7A
+errorcode.start_taskgroup_error=taskGroup\u555F\u52D5\u5931\u6557,\u8ACB\u806F\u7D61DataX\u958B\u767C\u5718\u968A\u89E3\u6C7A
+errorcode.call_datax_service_failed=\u8ACB\u6C42 DataX Service \u51FA\u932F.
+errorcode.call_remote_failed=\u9060\u7A0B\u8ABF\u7528\u5931\u6557
+errorcode.killed_exit_value=Job \u6536\u5230\u4E86 Kill \u547D\u4EE4.
+
+
+httpclientutil.1=\u8ACB\u6C42\u5730\u5740\uFF1A{0}, \u8ACB\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u9060\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C07\u91CD\u8A66
+
+
+secretutil.1=\u7CFB\u7D71\u7DE8\u7A0B\u932F\u8AA4,\u4E0D\u652F\u63F4\u7684\u52A0\u5BC6\u985E\u578B
+secretutil.2=\u7CFB\u7D71\u7DE8\u7A0B\u932F\u8AA4,\u4E0D\u652F\u63F4\u7684\u52A0\u5BC6\u985E\u578B
+secretutil.3=rsa\u52A0\u5BC6\u51FA\u932F
+secretutil.4=rsa\u89E3\u5BC6\u51FA\u932F
+secretutil.5=3\u91CDDES\u52A0\u5BC6\u51FA\u932F
+secretutil.6=rsa\u89E3\u5BC6\u51FA\u932F
+secretutil.7=\u69CB\u5EFA\u4E09\u91CDDES\u5BC6\u5319\u51FA\u932F
+secretutil.8=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u7121\u6CD5\u627E\u5230\u5BC6\u9470\u7684\u914D\u7F6E\u6A94\u6848
+secretutil.9=\u8B80\u53D6\u52A0\u89E3\u5BC6\u914D\u7F6E\u6A94\u6848\u51FA\u932F
+secretutil.10=DataX\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C\u70BA[{0}]\uFF0C\u4F46\u5728\u7CFB\u7D71\u4E2D\u6C92\u6709\u914D\u7F6E\uFF0C\u4EFB\u52D9\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C
+secretutil.11=DataX\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C\u70BA[{0}]\uFF0C\u4F46\u5728\u7CFB\u7D71\u4E2D\u6C92\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52D9\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7D71\u7DAD\u8B77\u554F\u984C
+secretutil.12=DataX\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C\u70BA[{0}]\uFF0C\u4F46\u5728\u7CFB\u7D71\u4E2D\u6C92\u6709\u914D\u7F6E\uFF0C\u4EFB\u52D9\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C
+secretutil.13=DataX\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C\u70BA[{0}]\uFF0C\u4F46\u5728\u7CFB\u7D71\u4E2D\u6C92\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52D9\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7D71\u7DAD\u8B77\u554F\u984C
+secretutil.14=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C[{0}]\u5B58\u5728\u5BC6\u9470\u70BA\u7A7A\u7684\u60C5\u6CC1
+secretutil.15=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u516C\u79C1\u9470\u5C0D\u5B58\u5728\u70BA\u7A7A\u7684\u60C5\u6CC1\uFF0C\u7248\u672C[{0}]
+secretutil.16=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u7121\u6CD5\u627E\u5230\u52A0\u89E3\u5BC6\u914D\u7F6E
+
diff --git a/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_TW.properties b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_TW.properties
new file mode 100644
index 00000000..59ce9fd9
--- /dev/null
+++ b/core/src/main/java/com/alibaba/datax/core/util/LocalStrings_zh_TW.properties
@@ -0,0 +1,116 @@
+configparser.1=\u63D2\u4EF6[{0},{1}]\u52A0\u8F7D\u5931\u8D25\uFF0C1s\u540E\u91CD\u8BD5... Exception:{2}
+configparser.2=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.3=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.4=\u83B7\u53D6\u4F5C\u4E1A\u914D\u7F6E\u4FE1\u606F\u5931\u8D25:{0}
+configparser.5=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25\uFF0C\u672A\u5B8C\u6210\u6307\u5B9A\u63D2\u4EF6\u52A0\u8F7D:{0}
+configparser.6=\u63D2\u4EF6\u52A0\u8F7D\u5931\u8D25,\u5B58\u5728\u91CD\u590D\u63D2\u4EF6:{0}
+
+dataxserviceutil.1=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38NoSuchAlgorithmException, [{0}]
+dataxserviceutil.2=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38InvalidKeyException, [{0}]
+dataxserviceutil.3=\u521B\u5EFA\u7B7E\u540D\u5F02\u5E38UnsupportedEncodingException, [{0}]
+
+errorrecordchecker.1=\u810F\u6570\u636E\u767E\u5206\u6BD4\u9650\u5236\u5E94\u8BE5\u5728[0.0, 1.0]\u4E4B\u95F4
+errorrecordchecker.2=\u810F\u6570\u636E\u6761\u6570\u73B0\u5728\u5E94\u8BE5\u4E3A\u975E\u8D1F\u6574\u6570
+errorrecordchecker.3=\u810F\u6570\u636E\u6761\u6570\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\u6761\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u4E86[{1}]\u6761.
+errorrecordchecker.4=\u810F\u6570\u636E\u767E\u5206\u6BD4\u68C0\u67E5\u4E0D\u901A\u8FC7\uFF0C\u9650\u5236\u662F[{0}]\uFF0C\u4F46\u5B9E\u9645\u4E0A\u6355\u83B7\u5230[{1}].
+
+
+errorcode.install_error=DataX\u5F15\u64CE\u5B89\u88C5\u9519\u8BEF, \u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.argument_error=DataX\u5F15\u64CE\u8FD0\u884C\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8E\u5185\u90E8\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3 .
+errorcode.runtime_error=DataX\u5F15\u64CE\u8FD0\u884C\u8FC7\u7A0B\u51FA\u9519\uFF0C\u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F  .
+errorcode.config_error=DataX\u5F15\u64CE\u914D\u7F6E\u9519\u8BEF\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.secret_error=DataX\u5F15\u64CE\u52A0\u89E3\u5BC6\u51FA\u9519\uFF0C\u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.hook_load_error=\u52A0\u8F7D\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF\uFF0C\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u5F15\u8D77\u7684
+errorcode.hook_fail_error=\u6267\u884C\u5916\u90E8Hook\u51FA\u73B0\u9519\u8BEF
+errorcode.plugin_install_error=DataX\u63D2\u4EF6\u5B89\u88C5\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_not_found=DataX\u63D2\u4EF6\u914D\u7F6E\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_init_error=DataX\u63D2\u4EF6\u521D\u59CB\u5316\u9519\u8BEF, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5B89\u88C5\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFB\u60A8\u7684\u8FD0\u7EF4\u89E3\u51B3 .
+errorcode.plugin_runtime_error=DataX\u63D2\u4EF6\u8FD0\u884C\u65F6\u51FA\u9519, \u5177\u4F53\u539F\u56E0\u8BF7\u53C2\u770BDataX\u8FD0\u884C\u7ED3\u675F\u65F6\u7684\u9519\u8BEF\u8BCA\u65AD\u4FE1\u606F .
+errorcode.plugin_dirty_data_limit_exceed=DataX\u4F20\u8F93\u810F\u6570\u636E\u8D85\u8FC7\u7528\u6237\u9884\u671F\uFF0C\u8BE5\u9519\u8BEF\u901A\u5E38\u662F\u7531\u4E8E\u6E90\u7AEF\u6570\u636E\u5B58\u5728\u8F83\u591A\u4E1A\u52A1\u810F\u6570\u636E\u5BFC\u81F4\uFF0C\u8BF7\u4ED4\u7EC6\u68C0\u67E5DataX\u6C47\u62A5\u7684\u810F\u6570\u636E\u65E5\u5FD7\u4FE1\u606F, \u6216\u8005\u60A8\u53EF\u4EE5\u9002\u5F53\u8C03\u5927\u810F\u6570\u636E\u9608\u503C .
+errorcode.plugin_split_error=DataX\u63D2\u4EF6\u5207\u5206\u51FA\u9519, \u8BE5\u95EE\u9898\u901A\u5E38\u662F\u7531\u4E8EDataX\u5404\u4E2A\u63D2\u4EF6\u7F16\u7A0B\u9519\u8BEF\u5F15\u8D77\uFF0C\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.kill_job_timeout_error=kill \u4EFB\u52A1\u8D85\u65F6\uFF0C\u8BF7\u8054\u7CFBPE\u89E3\u51B3
+errorcode.start_taskgroup_error=taskGroup\u542F\u52A8\u5931\u8D25,\u8BF7\u8054\u7CFBDataX\u5F00\u53D1\u56E2\u961F\u89E3\u51B3
+errorcode.call_datax_service_failed=\u8BF7\u6C42 DataX Service \u51FA\u9519.
+errorcode.call_remote_failed=\u8FDC\u7A0B\u8C03\u7528\u5931\u8D25
+errorcode.killed_exit_value=Job \u6536\u5230\u4E86 Kill \u547D\u4EE4.
+
+
+httpclientutil.1=\u8BF7\u6C42\u5730\u5740\uFF1A{0}, \u8BF7\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u8FDC\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C06\u91CD\u8BD5
+
+
+secretutil.1=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.2=\u7CFB\u7EDF\u7F16\u7A0B\u9519\u8BEF,\u4E0D\u652F\u6301\u7684\u52A0\u5BC6\u7C7B\u578B
+secretutil.3=rsa\u52A0\u5BC6\u51FA\u9519
+secretutil.4=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.5=3\u91CDDES\u52A0\u5BC6\u51FA\u9519
+secretutil.6=rsa\u89E3\u5BC6\u51FA\u9519
+secretutil.7=\u6784\u5EFA\u4E09\u91CDDES\u5BC6\u5319\u51FA\u9519
+secretutil.8=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u5BC6\u94A5\u7684\u914D\u7F6E\u6587\u4EF6
+secretutil.9=\u8BFB\u53D6\u52A0\u89E3\u5BC6\u914D\u7F6E\u6587\u4EF6\u51FA\u9519
+secretutil.10=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.11=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.12=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C
+secretutil.13=DataX\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C\u4E3A[{0}]\uFF0C\u4F46\u5728\u7CFB\u7EDF\u4E2D\u6CA1\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52A1\u5BC6\u94A5\u914D\u7F6E\u9519\u8BEF\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7EDF\u7EF4\u62A4\u95EE\u9898
+secretutil.14=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u5BC6\u94A5\u7248\u672C[{0}]\u5B58\u5728\u5BC6\u94A5\u4E3A\u7A7A\u7684\u60C5\u51B5
+secretutil.15=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u516C\u79C1\u94A5\u5BF9\u5B58\u5728\u4E3A\u7A7A\u7684\u60C5\u51B5\uFF0C\u7248\u672C[{0}]
+secretutil.16=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u65E0\u6CD5\u627E\u5230\u52A0\u89E3\u5BC6\u914D\u7F6E
+
+configparser.1=\u5916\u639B\u7A0B\u5F0F[{0},{1}]\u8F09\u5165\u5931\u6557\uFF0C1s\u5F8C\u91CD\u8A66... Exception:{2}
+configparser.2=\u7372\u53D6\u4F5C\u696D\u914D\u7F6E\u8CC7\u8A0A\u5931\u6557:{0}
+configparser.3=\u7372\u53D6\u4F5C\u696D\u914D\u7F6E\u8CC7\u8A0A\u5931\u6557:{0}
+configparser.4=\u7372\u53D6\u4F5C\u696D\u914D\u7F6E\u8CC7\u8A0A\u5931\u6557:{0}
+configparser.5=\u5916\u639B\u7A0B\u5F0F\u8F09\u5165\u5931\u6557\uFF0C\u672A\u5B8C\u6210\u6307\u5B9A\u5916\u639B\u7A0B\u5F0F\u8F09\u5165:{0}
+configparser.6=\u5916\u639B\u7A0B\u5F0F\u8F09\u5165\u5931\u6557,\u5B58\u5728\u91CD\u8907\u5916\u639B\u7A0B\u5F0F:{0}
+
+dataxserviceutil.1=\u5EFA\u7ACB\u7C3D\u540D\u7570\u5E38NoSuchAlgorithmException, [{0}]
+dataxserviceutil.2=\u5EFA\u7ACB\u7C3D\u540D\u7570\u5E38InvalidKeyException, [{0}]
+dataxserviceutil.3=\u5EFA\u7ACB\u7C3D\u540D\u7570\u5E38UnsupportedEncodingException, [{0}]
+
+errorrecordchecker.1=\u9AD2\u6578\u64DA\u767E\u5206\u6BD4\u9650\u5236\u61C9\u8A72\u5728[0.0, 1.0]\u4E4B\u9593
+errorrecordchecker.2=\u9AD2\u6578\u64DA\u689D\u6578\u73FE\u5728\u61C9\u8A72\u70BA\u975E\u8CA0\u6574\u6578
+errorrecordchecker.3=\u9AD2\u6578\u64DA\u689D\u6578\u6AA2\u67E5\u4E0D\u901A\u904E\uFF0C\u9650\u5236\u662F[{0}]\u689D\uFF0C\u4F46\u5BE6\u969B\u4E0A\u6355\u7372\u4E86[{1}]\u689D.
+errorrecordchecker.4=\u9AD2\u6578\u64DA\u767E\u5206\u6BD4\u6AA2\u67E5\u4E0D\u901A\u904E\uFF0C\u9650\u5236\u662F[{0}]\uFF0C\u4F46\u5BE6\u969B\u4E0A\u6355\u7372\u5230[{1}].
+
+
+errorcode.install_error=DataX\u5F15\u64CE\u5B89\u88DD\u932F\u8AA4, \u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.argument_error=DataX\u5F15\u64CE\u904B\u884C\u932F\u8AA4\uFF0C\u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BC\u5167\u90E8\u7DE8\u7A0B\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61DataX\u958B\u767C\u5718\u968A\u89E3\u6C7A .
+errorcode.runtime_error=DataX\u5F15\u64CE\u904B\u884C\u904E\u7A0B\u51FA\u932F\uFF0C\u5177\u9AD4\u539F\u56E0\u8ACB\u53C3\u770BDataX\u904B\u884C\u7D50\u675F\u6642\u7684\u932F\u8AA4\u8A3A\u65B7\u8CC7\u8A0A  .
+errorcode.config_error=DataX\u5F15\u64CE\u914D\u7F6E\u932F\u8AA4\uFF0C\u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.secret_error=DataX\u5F15\u64CE\u52A0\u89E3\u5BC6\u51FA\u932F\uFF0C\u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.hook_load_error=\u8F09\u5165\u5916\u90E8Hook\u51FA\u73FE\u932F\u8AA4\uFF0C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u5F15\u8D77\u7684
+errorcode.hook_fail_error=\u57F7\u884C\u5916\u90E8Hook\u51FA\u73FE\u932F\u8AA4
+errorcode.plugin_install_error=DataX\u5916\u639B\u7A0B\u5F0F\u5B89\u88DD\u932F\u8AA4, \u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.plugin_not_found=DataX\u5916\u639B\u7A0B\u5F0F\u914D\u7F6E\u932F\u8AA4, \u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.plugin_init_error=DataX\u5916\u639B\u7A0B\u5F0F\u521D\u59CB\u5316\u932F\u8AA4, \u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5B89\u88DD\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61\u60A8\u7684\u904B\u7DAD\u89E3\u6C7A .
+errorcode.plugin_runtime_error=DataX\u5916\u639B\u7A0B\u5F0F\u904B\u884C\u6642\u51FA\u932F, \u5177\u9AD4\u539F\u56E0\u8ACB\u53C3\u770BDataX\u904B\u884C\u7D50\u675F\u6642\u7684\u932F\u8AA4\u8A3A\u65B7\u8CC7\u8A0A .
+errorcode.plugin_dirty_data_limit_exceed=DataX\u50B3\u8F38\u9AD2\u6578\u64DA\u8D85\u904E\u7528\u6236\u9810\u671F\uFF0C\u8A72\u932F\u8AA4\u901A\u5E38\u662F\u7531\u65BC\u6E90\u7AEF\u6578\u64DA\u5B58\u5728\u8F03\u591A\u696D\u52D9\u9AD2\u6578\u64DA\u5C0E\u81F4\uFF0C\u8ACB\u4ED4\u7D30\u6AA2\u67E5DataX\u5F59\u5831\u7684\u9AD2\u6578\u64DA\u65E5\u8A8C\u8CC7\u8A0A, \u6216\u8005\u60A8\u53EF\u4EE5\u9069\u7576\u8ABF\u5927\u9AD2\u6578\u64DA\u95BE\u503C .
+errorcode.plugin_split_error=DataX\u5916\u639B\u7A0B\u5F0F\u5207\u5206\u51FA\u932F, \u8A72\u554F\u984C\u901A\u5E38\u662F\u7531\u65BCDataX\u5404\u500B\u5916\u639B\u7A0B\u5F0F\u7DE8\u7A0B\u932F\u8AA4\u5F15\u8D77\uFF0C\u8ACB\u806F\u7D61DataX\u958B\u767C\u5718\u968A\u89E3\u6C7A
+errorcode.kill_job_timeout_error=kill \u4EFB\u52D9\u903E\u6642\uFF0C\u8ACB\u806F\u7D61PE\u89E3\u6C7A
+errorcode.start_taskgroup_error=taskGroup\u555F\u52D5\u5931\u6557,\u8ACB\u806F\u7D61DataX\u958B\u767C\u5718\u968A\u89E3\u6C7A
+errorcode.call_datax_service_failed=\u8ACB\u6C42 DataX Service \u51FA\u932F.
+errorcode.call_remote_failed=\u9060\u7A0B\u8ABF\u7528\u5931\u6557
+errorcode.killed_exit_value=Job \u6536\u5230\u4E86 Kill \u547D\u4EE4.
+
+
+httpclientutil.1=\u8ACB\u6C42\u5730\u5740\uFF1A{0}, \u8ACB\u6C42\u65B9\u6CD5\uFF1A{1},STATUS CODE = {2}, Response Entity: {3}
+httpclientutil.2=\u9060\u7A0B\u63A5\u53E3\u8FD4\u56DE-1,\u5C07\u91CD\u8A66
+
+
+secretutil.1=\u7CFB\u7D71\u7DE8\u7A0B\u932F\u8AA4,\u4E0D\u652F\u63F4\u7684\u52A0\u5BC6\u985E\u578B
+secretutil.2=\u7CFB\u7D71\u7DE8\u7A0B\u932F\u8AA4,\u4E0D\u652F\u63F4\u7684\u52A0\u5BC6\u985E\u578B
+secretutil.3=rsa\u52A0\u5BC6\u51FA\u932F
+secretutil.4=rsa\u89E3\u5BC6\u51FA\u932F
+secretutil.5=3\u91CDDES\u52A0\u5BC6\u51FA\u932F
+secretutil.6=rsa\u89E3\u5BC6\u51FA\u932F
+secretutil.7=\u69CB\u5EFA\u4E09\u91CDDES\u5BC6\u5319\u51FA\u932F
+secretutil.8=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u7121\u6CD5\u627E\u5230\u5BC6\u9470\u7684\u914D\u7F6E\u6A94\u6848
+secretutil.9=\u8B80\u53D6\u52A0\u89E3\u5BC6\u914D\u7F6E\u6A94\u6848\u51FA\u932F
+secretutil.10=DataX\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C\u70BA[{0}]\uFF0C\u4F46\u5728\u7CFB\u7D71\u4E2D\u6C92\u6709\u914D\u7F6E\uFF0C\u4EFB\u52D9\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C
+secretutil.11=DataX\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C\u70BA[{0}]\uFF0C\u4F46\u5728\u7CFB\u7D71\u4E2D\u6C92\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52D9\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7D71\u7DAD\u8B77\u554F\u984C
+secretutil.12=DataX\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C\u70BA[{0}]\uFF0C\u4F46\u5728\u7CFB\u7D71\u4E2D\u6C92\u6709\u914D\u7F6E\uFF0C\u4EFB\u52D9\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\uFF0C\u4E0D\u5B58\u5728\u60A8\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C
+secretutil.13=DataX\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C\u70BA[{0}]\uFF0C\u4F46\u5728\u7CFB\u7D71\u4E2D\u6C92\u6709\u914D\u7F6E\uFF0C\u53EF\u80FD\u662F\u4EFB\u52D9\u5BC6\u9470\u914D\u7F6E\u932F\u8AA4\uFF0C\u4E5F\u53EF\u80FD\u662F\u7CFB\u7D71\u7DAD\u8B77\u554F\u984C
+secretutil.14=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u5BC6\u9470\u7248\u672C[{0}]\u5B58\u5728\u5BC6\u9470\u70BA\u7A7A\u7684\u60C5\u6CC1
+secretutil.15=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u914D\u7F6E\u7684\u516C\u79C1\u9470\u5C0D\u5B58\u5728\u70BA\u7A7A\u7684\u60C5\u6CC1\uFF0C\u7248\u672C[{0}]
+secretutil.16=DataX\u914D\u7F6E\u8981\u6C42\u52A0\u89E3\u5BC6\uFF0C\u4F46\u7121\u6CD5\u627E\u5230\u52A0\u89E3\u5BC6\u914D\u7F6E
+
diff --git a/drdsreader/doc/drdsreader.md b/drdsreader/doc/drdsreader.md
index 25df9200..c54e6bd1 100644
--- a/drdsreader/doc/drdsreader.md
+++ b/drdsreader/doc/drdsreader.md
@@ -50,7 +50,7 @@ DRDS的插件目前DataX只适配了Mysql引擎的场景，DRDS对于DataX而言
                         // 数据库连接密码
                         "password": "root",
                         "column": [
-                            "id"，"name"
+                            "id","name"
                         ],
                         "connection": [
                             {
diff --git a/hbase11xsqlreader/src/main/resources/plugin.json b/hbase11xsqlreader/src/main/resources/plugin.json
index e245ca27..162f5712 100644
--- a/hbase11xsqlreader/src/main/resources/plugin.json
+++ b/hbase11xsqlreader/src/main/resources/plugin.json
@@ -2,6 +2,6 @@
     "name": "hbase11xsqlreader",
     "class": "com.alibaba.datax.plugin.reader.hbase11xsqlreader.HbaseSQLReader",
     "description": "useScene: prod. mechanism: Scan to read data.",
-    "developer": "liwei.li, bug reported to : liwei.li@alibaba-inc.com"
+    "developer": "alibaba"
 }
 
diff --git a/hbase11xwriter/doc/hbase11xwriter.md b/hbase11xwriter/doc/hbase11xwriter.md
index ff20abe9..969f2e47 100644
--- a/hbase11xwriter/doc/hbase11xwriter.md
+++ b/hbase11xwriter/doc/hbase11xwriter.md
@@ -203,19 +203,20 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
 	* 描述：要写入的hbase字段。index：指定该列对应reader端column的索引，从0开始；name：指定hbase表中的列，必须为 列族:列名 的格式；type：指定写入数据类型，用于转换HBase byte[]。配置格式如下：
 	
 	```
-"column": [
-              {
-                "index":1,
-                "name": "cf1:q1",
-                "type": "string"
-              },
-              {
-                "index":2,
-                "name": "cf1:q2",
-                "type": "string"
-              }
-           ］ 	
-		            
+
+	"column": [
+		      {
+			"index":1,
+			"name": "cf1:q1",
+			"type": "string"
+		      },
+		      {
+			"index":2,
+			"name": "cf1:q2",
+			"type": "string"
+		      }
+		   ］ 	
+
 	```
 
 	* 必选：是<br />
@@ -227,17 +228,17 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
 	* 描述：要写入的hbase的rowkey列。index：指定该列对应reader端column的索引，从0开始，若为常量index为－1；type：指定写入数据类型，用于转换HBase byte[]；value：配置常量，常作为多个字段的拼接符。hbasewriter会将rowkeyColumn中所有列按照配置顺序进行拼接作为写入hbase的rowkey，不能全为常量。配置格式如下：
 	
 	```
-"rowkeyColumn": [
-                {
-                  "index":0,
-                  "type":"string"
-                },
-                {
-                  "index":-1,
-                  "type":"string",
-                  "value":"_"
-                }
-            ] 	
+	"rowkeyColumn": [
+			{
+			  "index":0,
+			  "type":"string"
+			},
+			{
+			  "index":-1,
+			  "type":"string",
+			  "value":"_"
+			}
+		    ] 	
 		            
 	```
 
@@ -250,19 +251,19 @@ HbaseWriter 插件实现了从向Hbase中写取数据。在底层实现上，Hba
 	* 描述：指定写入hbase的时间戳。支持：当前时间、指定时间列，指定时间，三者选一。若不配置表示用当前时间。index：指定对应reader端column的索引，从0开始，需保证能转换为long,若是Date类型，会尝试用yyyy-MM-dd HH:mm:ss和yyyy-MM-dd HH:mm:ss SSS去解析；若为指定时间index为－1；value：指定时间的值,long值。配置格式如下：
 	
 	```
-"versionColumn":{
-	"index":1
-}
+	"versionColumn":{
+		"index":1
+	}
 		            
 	```
 	
 	或者
 	
 	```
-"versionColumn":{
-	"index":－1,
-	"value":123456789
-}
+	"versionColumn":{
+		"index":－1,
+		"value":123456789
+	}
 		            
 	```
 
diff --git a/hdfsreader/pom.xml b/hdfsreader/pom.xml
index 5d07dc25..a5c2da2c 100644
--- a/hdfsreader/pom.xml
+++ b/hdfsreader/pom.xml
@@ -16,6 +16,17 @@
         <hadoop.version>2.7.1</hadoop.version>
     </properties>
     <dependencies>
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-api</artifactId>
+            <version>2.17.1</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-core</artifactId>
+            <version>2.17.1</version>
+        </dependency>
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>datax-common</artifactId>
@@ -51,6 +62,11 @@
             <artifactId>hadoop-yarn-common</artifactId>
             <version>${hadoop.version}</version>
         </dependency>
+        <dependency>
+            <groupId>com.aliyun.oss</groupId>
+            <artifactId>hadoop-aliyun</artifactId>
+            <version>2.7.2</version>
+        </dependency>
         <dependency>
             <groupId>org.apache.hadoop</groupId>
             <artifactId>hadoop-mapreduce-client-core</artifactId>
diff --git a/hdfswriter/pom.xml b/hdfswriter/pom.xml
index 15b3780a..741159cb 100644
--- a/hdfswriter/pom.xml
+++ b/hdfswriter/pom.xml
@@ -19,6 +19,17 @@
     </properties>
 
     <dependencies>
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-api</artifactId>
+            <version>2.17.1</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-core</artifactId>
+            <version>2.17.1</version>
+        </dependency>
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>datax-common</artifactId>
@@ -30,6 +41,11 @@
                 </exclusion>
             </exclusions>
         </dependency>
+        <dependency>
+            <groupId>com.aliyun.oss</groupId>
+            <artifactId>hadoop-aliyun</artifactId>
+            <version>2.7.2</version>
+        </dependency>
         <dependency>
             <groupId>org.slf4j</groupId>
             <artifactId>slf4j-api</artifactId>
@@ -132,4 +148,4 @@
             </plugin>
         </plugins>
     </build>
-</project>
\ No newline at end of file
+</project>
diff --git a/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsHelper.java b/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsHelper.java
index c8bfa50b..1ecdb578 100644
--- a/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsHelper.java
+++ b/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsHelper.java
@@ -6,10 +6,13 @@ import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.unstructuredstorage.util.ColumnTypeUtil;
+import com.alibaba.datax.plugin.unstructuredstorage.util.HdfsUtil;
 import com.alibaba.fastjson.JSON;
 import com.alibaba.fastjson.JSONObject;
 import com.google.common.collect.Lists;
 import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.Validate;
 import org.apache.commons.lang3.tuple.MutablePair;
 import org.apache.hadoop.fs.*;
 import org.apache.hadoop.hive.ql.io.orc.OrcOutputFormat;
@@ -24,6 +27,10 @@ import org.apache.hadoop.mapred.*;
 import org.apache.hadoop.security.UserGroupInformation;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import parquet.schema.OriginalType;
+import parquet.schema.PrimitiveType;
+import parquet.schema.Types;
+
 import java.io.IOException;
 import java.text.SimpleDateFormat;
 import java.util.*;
@@ -556,4 +563,67 @@ public  class HdfsHelper {
         transportResult.setLeft(recordList);
         return transportResult;
     }
+
+
+    public static String generateParquetSchemaFromColumnAndType(List<Configuration> columns) {
+        Map<String, ColumnTypeUtil.DecimalInfo> decimalColInfo = new HashMap<>(16);
+        ColumnTypeUtil.DecimalInfo PARQUET_DEFAULT_DECIMAL_INFO = new ColumnTypeUtil.DecimalInfo(10, 2);
+        Types.MessageTypeBuilder typeBuilder = Types.buildMessage();
+        for (Configuration column : columns) {
+            String name = column.getString("name");
+            String colType = column.getString("type");
+            Validate.notNull(name, "column.name can't be null");
+            Validate.notNull(colType, "column.type can't be null");
+            switch (colType.toLowerCase()) {
+                case "tinyint":
+                case "smallint":
+                case "int":
+                    typeBuilder.optional(PrimitiveType.PrimitiveTypeName.INT32).named(name);
+                    break;
+                case "bigint":
+                case "long":
+                    typeBuilder.optional(PrimitiveType.PrimitiveTypeName.INT64).named(name);
+                    break;
+                case "float":
+                    typeBuilder.optional(PrimitiveType.PrimitiveTypeName.FLOAT).named(name);
+                    break;
+                case "double":
+                    typeBuilder.optional(PrimitiveType.PrimitiveTypeName.DOUBLE).named(name);
+                    break;
+                case "binary":
+                    typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BINARY).named(name);
+                    break;
+                case "char":
+                case "varchar":
+                case "string":
+                    typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BINARY).as(OriginalType.UTF8).named(name);
+                    break;
+                case "boolean":
+                    typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BOOLEAN).named(name);
+                    break;
+                case "timestamp":
+                    typeBuilder.optional(PrimitiveType.PrimitiveTypeName.INT96).named(name);
+                    break;
+                case "date":
+                    typeBuilder.optional(PrimitiveType.PrimitiveTypeName.INT32).as(OriginalType.DATE).named(name);
+                    break;
+                default:
+                    if (ColumnTypeUtil.isDecimalType(colType)) {
+                        ColumnTypeUtil.DecimalInfo decimalInfo = ColumnTypeUtil.getDecimalInfo(colType, PARQUET_DEFAULT_DECIMAL_INFO);
+                        typeBuilder.optional(PrimitiveType.PrimitiveTypeName.FIXED_LEN_BYTE_ARRAY)
+                                .as(OriginalType.DECIMAL)
+                                .precision(decimalInfo.getPrecision())
+                                .scale(decimalInfo.getScale())
+                                .length(HdfsUtil.computeMinBytesForPrecision(decimalInfo.getPrecision()))
+                                .named(name);
+
+                        decimalColInfo.put(name, decimalInfo);
+                    } else {
+                        typeBuilder.optional(PrimitiveType.PrimitiveTypeName.BINARY).named(name);
+                    }
+                    break;
+            }
+        }
+        return typeBuilder.named("m").toString();
+    }
 }
diff --git a/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsWriter.java b/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsWriter.java
index 853613a2..59ec6d18 100644
--- a/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsWriter.java
+++ b/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsWriter.java
@@ -9,9 +9,11 @@ import com.google.common.collect.Sets;
 import org.apache.commons.io.Charsets;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.Validate;
 import org.apache.hadoop.fs.Path;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
+import parquet.schema.MessageTypeParser;
 
 import java.util.*;
 
@@ -323,8 +325,55 @@ public class HdfsWriter extends Writer {
             }
             return tmpFilePath;
         }
+        public void unitizeParquetConfig(Configuration writerSliceConfig) {
+            String parquetSchema = writerSliceConfig.getString(Key.PARQUET_SCHEMA);
+            if (StringUtils.isNotBlank(parquetSchema)) {
+                LOG.info("parquetSchema has config. use parquetSchema:\n{}", parquetSchema);
+                return;
+            }
+
+            List<Configuration> columns = writerSliceConfig.getListConfiguration(Key.COLUMN);
+            if (columns == null || columns.isEmpty()) {
+                throw DataXException.asDataXException("parquetSchema or column can't be blank!");
+            }
+
+            parquetSchema = generateParquetSchemaFromColumn(columns);
+            // 为了兼容历史逻辑,对之前的逻辑做保留，但是如果配置的时候报错，则走新逻辑
+            try {
+                MessageTypeParser.parseMessageType(parquetSchema);
+            } catch (Throwable e) {
+                LOG.warn("The generated parquetSchema {} is illegal, try to generate parquetSchema in another way", parquetSchema);
+                parquetSchema = HdfsHelper.generateParquetSchemaFromColumnAndType(columns);
+                LOG.info("The last generated parquet schema is {}", parquetSchema);
+            }
+            writerSliceConfig.set(Key.PARQUET_SCHEMA, parquetSchema);
+            LOG.info("dataxParquetMode use default fields.");
+            writerSliceConfig.set(Key.DATAX_PARQUET_MODE, "fields");
+        }
+
+        private String generateParquetSchemaFromColumn(List<Configuration> columns) {
+            StringBuffer parquetSchemaStringBuffer = new StringBuffer();
+            parquetSchemaStringBuffer.append("message m {");
+            for (Configuration column: columns) {
+                String name = column.getString("name");
+                Validate.notNull(name, "column.name can't be null");
+
+                String type = column.getString("type");
+                Validate.notNull(type, "column.type can't be null");
+
+                String parquetColumn = String.format("optional %s %s;", type, name);
+                parquetSchemaStringBuffer.append(parquetColumn);
+            }
+            parquetSchemaStringBuffer.append("}");
+            String parquetSchema = parquetSchemaStringBuffer.toString();
+            LOG.info("generate parquetSchema:\n{}", parquetSchema);
+            return parquetSchema;
+        }
+
     }
 
+
+
     public static class Task extends Writer.Task {
         private static final Logger LOG = LoggerFactory.getLogger(Task.class);
 
diff --git a/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/Key.java b/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/Key.java
index f1f63096..2b1fab98 100644
--- a/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/Key.java
+++ b/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/Key.java
@@ -33,4 +33,17 @@ public class Key {
     public static final String KERBEROS_PRINCIPAL = "kerberosPrincipal";
     // hadoop config
     public static final String HADOOP_CONFIG = "hadoopConfig";
+
+    // useOldRawDataTransf
+    public final static String PARQUET_FILE_USE_RAW_DATA_TRANSF = "useRawDataTransf";
+
+    public final static String DATAX_PARQUET_MODE = "dataxParquetMode";
+
+    // hdfs username 默认值 admin
+    public final static String HDFS_USERNAME = "hdfsUsername";
+
+    public static final String PROTECTION = "protection";
+
+    public static final String PARQUET_SCHEMA = "parquetSchema";
+    public static final String PARQUET_MERGE_RESULT = "parquetMergeResult";
 }
diff --git a/hologresjdbcwriter/doc/hologresjdbcwriter.md b/hologresjdbcwriter/doc/hologresjdbcwriter.md
new file mode 100644
index 00000000..8b163017
--- /dev/null
+++ b/hologresjdbcwriter/doc/hologresjdbcwriter.md
@@ -0,0 +1,204 @@
+# DataX HologresJdbcWriter
+
+
+---
+
+
+## 1 快速介绍
+
+HologresJdbcWriter 插件实现了写入数据到 Hologres目的表的功能。在底层实现上，HologresJdbcWriter通过JDBC连接远程 Hologres 数据库，并执行相应的 insert into ... on conflict sql 语句将数据写入 Hologres，内部会分批次提交入库。
+
+<br />
+
+* HologresJdbcWriter 只支持单表同步
+
+## 2 实现原理
+
+HologresJdbcWriter 通过 DataX 框架获取 Reader 生成的协议数据，根据你配置生成相应的SQL插入语句
+
+* `insert into... on conflict `
+
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+* 这里使用一份从内存产生到 HologresJdbcWriter导入的数据。
+
+```json
+{
+    "job": {
+        "setting": {
+            "speed": {
+                "channel": 1
+            }
+        },
+        "content": [
+            {
+                 "reader": {
+                    "name": "streamreader",
+                    "parameter": {
+                        "column" : [
+                            {
+                                "value": "DataX",
+                                "type": "string"
+                            },
+                            {
+                                "value": 19880808,
+                                "type": "long"
+                            },
+                            {
+                                "value": "1988-08-08 08:08:08",
+                                "type": "date"
+                            },
+                            {
+                                "value": true,
+                                "type": "bool"
+                            },
+                            {
+                                "value": "test",
+                                "type": "bytes"
+                            }
+                        ],
+                        "sliceRecordCount": 1000
+                    }
+                },
+                "writer": {
+                    "name": "hologresjdbcwriter",
+                    "parameter": {
+                        "username": "xx",
+                        "password": "xx",
+                        "column": [
+                            "id",
+                            "name"
+                        ],
+                        "preSql": [
+                            "delete from test"
+                        ],
+                        "connection": [
+                            {
+                                "jdbcUrl": "jdbc:postgresql://127.0.0.1:3002/datax",
+                                "table": [
+                                    "test"
+                                ]
+                            }
+                        ],
+                        "writeMode" : "REPLACE",
+                        "client" : {
+                            "writeThreadSize" : 3
+                        }
+                    }
+                }
+            }
+        ]
+    }
+}
+
+```
+
+
+### 3.2 参数说明
+
+* **jdbcUrl**
+
+    * 描述：目的数据库的 JDBC 连接信息 ,jdbcUrl必须包含在connection配置单元中。
+
+      注意：1、在一个数据库上只能配置一个值。
+      2、jdbcUrl按照PostgreSQL官方规范，并可以填写连接附加参数信息。具体请参看PostgreSQL官方文档或者咨询对应 DBA。
+
+
+  * 必选：是 <br />
+
+  * 默认值：无 <br />
+
+* **username**
+
+  * 描述：目的数据库的用户名 <br />
+
+  * 必选：是 <br />
+
+  * 默认值：无 <br />
+
+* **password**
+
+  * 描述：目的数据库的密码 <br />
+
+  * 必选：是 <br />
+
+  * 默认值：无 <br />
+
+* **table**
+
+  * 描述：目的表的表名称。只支持写入一个表。
+
+               注意：table 和 jdbcUrl 必须包含在 connection 配置单元中
+
+  * 必选：是 <br />
+
+  * 默认值：无 <br />
+
+* **column**
+
+  * 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。如果要依次写入全部列，使用\*表示, 例如: "column": ["\*"]
+
+               注意：1、我们强烈不推荐你这样配置，因为当你目的表字段个数、类型等有改动时，你的任务可能运行不正确或者失败
+                    2、此处 column 不能配置任何常量值
+
+  * 必选：是 <br />
+
+  * 默认值：否 <br />
+
+* **preSql**
+
+  * 描述：写入数据到目的表前，会先执行这里的标准语句。如果 Sql 中有你需要操作到的表名称，请使用 `@table` 表示，这样在实际执行 Sql 语句时，会对变量按照实际表名称进行替换。 <br />
+
+  * 必选：否 <br />
+
+  * 默认值：无 <br />
+
+* **postSql**
+
+  * 描述：写入数据到目的表后，会执行这里的标准语句。（原理同 preSql ） <br />
+
+  * 必选：否 <br />
+
+  * 默认值：无 <br />
+
+* **batchSize**
+
+	* 描述：一次性批量提交的记录数大小，该值可以极大减少DataX与HologresJdbcWriter的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成DataX运行进程OOM情况。<br />
+
+	* 必选：否 <br />
+
+	* 默认值：512 <br />
+
+* **writeMode**
+
+	* 描述：当写入hologres有主键表时，控制主键冲突后的策略。REPLACE表示冲突后hologres表的所有字段都被覆盖（未在writer中配置的字段将填充null);UPDATE表示冲突后hologres表writer配置的字段将被覆盖；IGNORE表示冲突后丢弃新数据，不覆盖。 <br />
+
+	* 必选：否 <br />
+
+	* 默认值：REPLACE <br />
+
+* **client.writeThreadSize**
+
+	* 描述：写入hologres的连接池大小，多个连接将并行写入数据。 <br />
+
+	* 必选：否 <br />
+
+	* 默认值：1 <br />
+	
+### 3.3 类型转换
+
+目前 HologresJdbcWriter支持大部分 Hologres类型，但也存在部分没有支持的情况，请注意检查你的类型。
+
+下面列出 HologresJdbcWriter针对 Hologres类型转换列表:
+
+| DataX 内部类型| Hologres 数据类型    |
+| -------- | -----  |
+| Long     |bigint, integer, smallint |
+| Double   |double precision, money, numeric, real |
+| String   |varchar, char, text, bit|
+| Date     |date, time, timestamp |
+| Boolean  |bool|
+| Bytes    |bytea|
diff --git a/hologresjdbcwriter/pom.xml b/hologresjdbcwriter/pom.xml
new file mode 100644
index 00000000..a908dfed
--- /dev/null
+++ b/hologresjdbcwriter/pom.xml
@@ -0,0 +1,90 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>hologresjdbcwriter</artifactId>
+    <name>hologresjdbcwriter</name>
+    <packaging>jar</packaging>
+    <description>writer data into  hologres using jdbc</description>
+
+    <properties>
+        <jdk-version>1.8
+
+        </jdk-version>
+    </properties>
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>ch.qos.logback</groupId>
+            <artifactId>logback-classic</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>plugin-rdbms-util</artifactId>
+            <version>${datax-project-version}</version>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.hologres</groupId>
+            <artifactId>holo-client</artifactId>
+            <version>2.1.0</version>
+        </dependency>
+
+    </dependencies>
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <!-- assembly plugin -->
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
\ No newline at end of file
diff --git a/hologresjdbcwriter/src/main/assembly/package.xml b/hologresjdbcwriter/src/main/assembly/package.xml
new file mode 100755
index 00000000..db8100e1
--- /dev/null
+++ b/hologresjdbcwriter/src/main/assembly/package.xml
@@ -0,0 +1,35 @@
+<assembly
+        xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/writer/hologresjdbcwriter</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>hologresjdbcwriter-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/writer/hologresjdbcwriter</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/writer/hologresjdbcwriter/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/BaseWriter.java b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/BaseWriter.java
new file mode 100644
index 00000000..2c390bcb
--- /dev/null
+++ b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/BaseWriter.java
@@ -0,0 +1,526 @@
+package com.alibaba.datax.plugin.writer.hologresjdbcwriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.DateColumn;
+import com.alibaba.datax.common.element.LongColumn;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.RetryUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.writer.hologresjdbcwriter.util.ConfLoader;
+import com.alibaba.datax.plugin.writer.hologresjdbcwriter.util.OriginalConfPretreatmentUtil;
+import com.alibaba.datax.plugin.writer.hologresjdbcwriter.util.WriterUtil;
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import com.alibaba.hologres.client.HoloClient;
+import com.alibaba.hologres.client.HoloConfig;
+import com.alibaba.hologres.client.Put;
+import com.alibaba.hologres.client.exception.HoloClientWithDetailsException;
+import com.alibaba.hologres.client.model.TableSchema;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Time;
+import java.sql.Timestamp;
+import java.sql.Types;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Map;
+import java.util.Set;
+
+public class BaseWriter {
+
+	protected static final Set<String> ignoreConfList;
+
+	static {
+		ignoreConfList = new HashSet<>();
+		ignoreConfList.add("jdbcUrl");
+		ignoreConfList.add("username");
+		ignoreConfList.add("password");
+		ignoreConfList.add("writeMode");
+	}
+
+	enum WriteMode {
+		IGNORE,
+		UPDATE,
+		REPLACE
+	}
+
+	private static WriteMode getWriteMode(String text) {
+		text = text.toUpperCase();
+		switch (text) {
+			case "IGNORE":
+				return WriteMode.IGNORE;
+			case "UPDATE":
+				return WriteMode.UPDATE;
+			case "REPLACE":
+				return WriteMode.REPLACE;
+			default:
+				throw DataXException.asDataXException(DBUtilErrorCode.ILLEGAL_VALUE, "writeMode只支持IGNORE,UPDATE,REPLACE,无法识别 " + text);
+		}
+	}
+
+	public static class Job {
+		private DataBaseType dataBaseType;
+
+		private static final Logger LOG = LoggerFactory
+				.getLogger(BaseWriter.Job.class);
+
+		public Job(DataBaseType dataBaseType) {
+			this.dataBaseType = dataBaseType;
+			OriginalConfPretreatmentUtil.DATABASE_TYPE = this.dataBaseType;
+		}
+
+		public void init(Configuration originalConfig) {
+			OriginalConfPretreatmentUtil.doPretreatment(originalConfig, this.dataBaseType);
+			checkConf(originalConfig);
+			LOG.debug("After job init(), originalConfig now is:[\n{}\n]",
+					originalConfig.toJSON());
+		}
+
+		private void checkConf(Configuration originalConfig) {
+			getWriteMode(originalConfig.getString(Key.WRITE_MODE, "REPLACE"));
+			List<String> userConfiguredColumns = originalConfig.getList(Key.COLUMN, String.class);
+			List<JSONObject> conns = originalConfig.getList(Constant.CONN_MARK,
+					JSONObject.class);
+			if (conns.size() > 1) {
+				throw DataXException.asDataXException(DBUtilErrorCode.ILLEGAL_VALUE, "只支持单表同步");
+			}
+			int tableNumber = originalConfig.getInt(Constant.TABLE_NUMBER_MARK);
+			if (tableNumber > 1) {
+				throw DataXException.asDataXException(DBUtilErrorCode.ILLEGAL_VALUE, "只支持单表同步");
+			}
+			JSONObject connConf = conns.get(0);
+			String jdbcUrl = connConf.getString(Key.JDBC_URL);
+			String username = originalConfig.getString(Key.USERNAME);
+			String password = originalConfig.getString(Key.PASSWORD);
+
+			String table = connConf.getJSONArray(Key.TABLE).getString(0);
+
+			Map<String, Object> clientConf = originalConfig.getMap("client");
+
+			HoloConfig config = new HoloConfig();
+			config.setJdbcUrl(jdbcUrl);
+			config.setUsername(username);
+			config.setPassword(password);
+			if (clientConf != null) {
+				try {
+					config = ConfLoader.load(clientConf, config, ignoreConfList);
+				} catch (Exception e) {
+					throw DataXException
+							.asDataXException(
+									DBUtilErrorCode.CONF_ERROR,
+									"配置解析失败.");
+				}
+			}
+
+			try (HoloClient client = new HoloClient(config)) {
+				TableSchema schema = client.getTableSchema(table);
+				LOG.info("table {} column info:", schema.getTableNameObj().getFullName());
+				for (com.alibaba.hologres.client.model.Column column : schema.getColumnSchema()) {
+					LOG.info("name:{},type:{},typeName:{},nullable:{},defaultValue:{}", column.getName(), column.getType(), column.getTypeName(), column.getAllowNull(), column.getDefaultValue());
+				}
+				for (String userColumn : userConfiguredColumns) {
+					if (schema.getColumnIndex(userColumn) == null) {
+						throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR, "配置的列 " + userColumn + " 不存在");
+					}
+				}
+			} catch (Exception e) {
+				throw DataXException.asDataXException(DBUtilErrorCode.CONN_DB_ERROR, "获取表schema失败", e);
+			}
+
+		}
+
+		// 一般来说，是需要推迟到 task 中进行pre 的执行（单表情况例外）
+		public void prepare(Configuration originalConfig) {
+
+			try {
+				String username = originalConfig.getString(Key.USERNAME);
+				String password = originalConfig.getString(Key.PASSWORD);
+
+				List<Object> conns = originalConfig.getList(Constant.CONN_MARK,
+						Object.class);
+				Configuration connConf = Configuration.from(conns.get(0)
+						.toString());
+
+				String jdbcUrl = connConf.getString(Key.JDBC_URL);
+				originalConfig.set(Key.JDBC_URL, jdbcUrl);
+
+				String table = connConf.getList(Key.TABLE, String.class).get(0);
+				originalConfig.set(Key.TABLE, table);
+
+				List<String> preSqls = originalConfig.getList(Key.PRE_SQL,
+						String.class);
+				List<String> renderedPreSqls = WriterUtil.renderPreOrPostSqls(
+						preSqls, table);
+
+				originalConfig.remove(Constant.CONN_MARK);
+				if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
+					// 说明有 preSql 配置，则此处删除掉
+					originalConfig.remove(Key.PRE_SQL);
+					String tempJdbcUrl = jdbcUrl.replace("postgresql", "hologres");
+					try (Connection conn = DriverManager.getConnection(
+							tempJdbcUrl, username, password)) {
+						LOG.info("Begin to execute preSqls:[{}]. context info:{}.",
+								StringUtils.join(renderedPreSqls, ";"), tempJdbcUrl);
+
+						WriterUtil.executeSqls(conn, renderedPreSqls, tempJdbcUrl, dataBaseType);
+					}
+				}
+				LOG.debug("After job prepare(), originalConfig now is:[\n{}\n]",
+						originalConfig.toJSON());
+			} catch (SQLException e) {
+				throw DataXException.asDataXException(DBUtilErrorCode.SQL_EXECUTE_FAIL, e);
+			}
+		}
+
+		public List<Configuration> split(Configuration originalConfig,
+										 int mandatoryNumber) {
+			return WriterUtil.doSplit(originalConfig, mandatoryNumber);
+		}
+
+		// 一般来说，是需要推迟到 task 中进行post 的执行（单表情况例外）
+		public void post(Configuration originalConfig) {
+
+			String username = originalConfig.getString(Key.USERNAME);
+			String password = originalConfig.getString(Key.PASSWORD);
+
+			String jdbcUrl = originalConfig.getString(Key.JDBC_URL);
+
+			String table = originalConfig.getString(Key.TABLE);
+
+			List<String> postSqls = originalConfig.getList(Key.POST_SQL,
+					String.class);
+			List<String> renderedPostSqls = WriterUtil.renderPreOrPostSqls(
+					postSqls, table);
+
+			if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
+				// 说明有 postSql 配置，则此处删除掉
+				originalConfig.remove(Key.POST_SQL);
+				String tempJdbcUrl = jdbcUrl.replace("postgresql", "hologres");
+				Connection conn = DBUtil.getConnection(this.dataBaseType,
+						tempJdbcUrl, username, password);
+
+				LOG.info(
+						"Begin to execute postSqls:[{}]. context info:{}.",
+						StringUtils.join(renderedPostSqls, ";"), tempJdbcUrl);
+				WriterUtil.executeSqls(conn, renderedPostSqls, tempJdbcUrl, dataBaseType);
+				DBUtil.closeDBResources(null, null, conn);
+			}
+
+		}
+
+		public void destroy(Configuration originalConfig) {
+		}
+
+	}
+
+	public static class Task {
+		protected static final Logger LOG = LoggerFactory
+				.getLogger(BaseWriter.Task.class);
+
+		protected DataBaseType dataBaseType;
+
+		protected String username;
+		protected String password;
+		protected String jdbcUrl;
+		protected String table;
+		protected List<String> columns;
+		protected int batchSize;
+		protected int batchByteSize;
+		protected int columnNumber = 0;
+		protected TaskPluginCollector taskPluginCollector;
+
+		// 作为日志显示信息时，需要附带的通用信息。比如信息所对应的数据库连接等信息，针对哪个表做的操作
+		protected static String BASIC_MESSAGE;
+
+		protected WriteMode writeMode;
+		protected String arrayDelimiter;
+		protected boolean emptyAsNull;
+
+		protected HoloConfig config;
+
+		public Task(DataBaseType dataBaseType) {
+			this.dataBaseType = dataBaseType;
+		}
+
+		public void init(Configuration writerSliceConfig) {
+			this.username = writerSliceConfig.getString(Key.USERNAME);
+			this.password = writerSliceConfig.getString(Key.PASSWORD);
+			this.jdbcUrl = writerSliceConfig.getString(Key.JDBC_URL);
+			this.table = writerSliceConfig.getString(Key.TABLE);
+
+			this.columns = writerSliceConfig.getList(Key.COLUMN, String.class);
+			this.columnNumber = this.columns.size();
+
+			this.arrayDelimiter = writerSliceConfig.getString(Key.Array_Delimiter);
+
+			this.batchSize = writerSliceConfig.getInt(Key.BATCH_SIZE, Constant.DEFAULT_BATCH_SIZE);
+			this.batchByteSize = writerSliceConfig.getInt(Key.BATCH_BYTE_SIZE, Constant.DEFAULT_BATCH_BYTE_SIZE);
+
+			writeMode = getWriteMode(writerSliceConfig.getString(Key.WRITE_MODE, "REPLACE"));
+			emptyAsNull = writerSliceConfig.getBool(Key.EMPTY_AS_NULL, true);
+
+			Map<String, Object> clientConf = writerSliceConfig.getMap("client");
+
+			config = new HoloConfig();
+			config.setJdbcUrl(this.jdbcUrl);
+			config.setUsername(username);
+			config.setPassword(password);
+			config.setWriteMode(writeMode == WriteMode.IGNORE ? com.alibaba.hologres.client.model.WriteMode.INSERT_OR_IGNORE : (writeMode == WriteMode.UPDATE ? com.alibaba.hologres.client.model.WriteMode.INSERT_OR_UPDATE : com.alibaba.hologres.client.model.WriteMode.INSERT_OR_REPLACE));
+			config.setWriteBatchSize(this.batchSize);
+			config.setWriteBatchTotalByteSize(this.batchByteSize);
+			config.setMetaCacheTTL(3600000L);
+			config.setEnableDefaultForNotNullColumn(false);
+			config.setRetryCount(5);
+			config.setAppName("datax");
+
+			if (clientConf != null) {
+				try {
+					config = ConfLoader.load(clientConf, config, ignoreConfList);
+				} catch (Exception e) {
+					throw DataXException
+							.asDataXException(
+									DBUtilErrorCode.CONF_ERROR,
+									"配置解析失败.");
+				}
+			}
+
+			BASIC_MESSAGE = String.format("jdbcUrl:[%s], table:[%s]",
+					this.jdbcUrl, this.table);
+		}
+
+		public void prepare(Configuration writerSliceConfig) {
+
+		}
+
+		public void startWriteWithConnection(RecordReceiver recordReceiver, TaskPluginCollector taskPluginCollector) {
+			this.taskPluginCollector = taskPluginCollector;
+
+			try (HoloClient client = new HoloClient(config)) {
+				Record record;
+				TableSchema schema = RetryUtil.executeWithRetry(() -> client.getTableSchema(this.table), 3, 5000L, true);
+				while ((record = recordReceiver.getFromReader()) != null) {
+					if (record.getColumnNumber() != this.columnNumber) {
+						// 源头读取字段列数与目的表字段写入列数不相等，直接报错
+						throw DataXException
+								.asDataXException(
+										DBUtilErrorCode.CONF_ERROR,
+										String.format(
+												"列配置信息有错误. 因为您配置的任务中，源头读取字段数:%s 与 目的表要写入的字段数:%s 不相等. 请检查您的配置并作出修改.",
+												record.getColumnNumber(),
+												this.columnNumber));
+					}
+					Put put = convertToPut(record, schema);
+					if (null != put) {
+						try {
+							client.put(put);
+						} catch (HoloClientWithDetailsException detail) {
+							handleDirtyData(detail);
+						}
+					}
+				}
+				try {
+					client.flush();
+				} catch (HoloClientWithDetailsException detail) {
+					handleDirtyData(detail);
+				}
+			} catch (Exception e) {
+				throw DataXException.asDataXException(
+						DBUtilErrorCode.WRITE_DATA_ERROR, e);
+			}
+		}
+
+		private void handleDirtyData(HoloClientWithDetailsException detail) {
+			for (int i = 0; i < detail.size(); ++i) {
+				com.alibaba.hologres.client.model.Record failRecord = detail.getFailRecord(i);
+				if (failRecord.getAttachmentList() != null) {
+					for (Object obj : failRecord.getAttachmentList()) {
+						taskPluginCollector.collectDirtyRecord((Record) obj, detail.getException(i));
+					}
+				}
+			}
+		}
+
+		public void startWrite(RecordReceiver recordReceiver,
+							   TaskPluginCollector taskPluginCollector) {
+			startWriteWithConnection(recordReceiver, taskPluginCollector);
+		}
+
+		public void post(Configuration writerSliceConfig) {
+
+		}
+
+		public void destroy(Configuration writerSliceConfig) {
+		}
+
+		// 直接使用了两个类变量：columnNumber,resultSetMetaData
+		protected Put convertToPut(Record record, TableSchema schema) {
+			try {
+				Put put = new Put(schema);
+				put.getRecord().addAttachment(record);
+				for (int i = 0; i < this.columnNumber; i++) {
+					fillColumn(put, schema, schema.getColumnIndex(this.columns.get(i)), record.getColumn(i));
+				}
+				return put;
+			} catch (Exception e) {
+				taskPluginCollector.collectDirtyRecord(record, e);
+				return null;
+			}
+
+		}
+
+		protected void fillColumn(Put data, TableSchema schema, int index, Column column) throws SQLException {
+			com.alibaba.hologres.client.model.Column holoColumn = schema.getColumn(index);
+			switch (holoColumn.getType()) {
+				case Types.CHAR:
+				case Types.NCHAR:
+				case Types.CLOB:
+				case Types.NCLOB:
+				case Types.VARCHAR:
+				case Types.LONGVARCHAR:
+				case Types.NVARCHAR:
+				case Types.LONGNVARCHAR:
+					String value = column.asString();
+					if (emptyAsNull && value != null && value.length() == 0) {
+						data.setObject(index, null);
+					} else {
+						data.setObject(index, value);
+					}
+					break;
+
+				case Types.SMALLINT:
+					if (column.getByteSize() > 0) {
+						data.setObject(index, column.asBigInteger().shortValue());
+					} else if (emptyAsNull) {
+						data.setObject(index, null);
+					}
+					break;
+				case Types.INTEGER:
+					if (column.getByteSize() > 0) {
+						data.setObject(index, column.asBigInteger().intValue());
+					} else if (emptyAsNull) {
+						data.setObject(index, null);
+					}
+					break;
+				case Types.BIGINT:
+					if (column.getByteSize() > 0) {
+						data.setObject(index, column.asBigInteger().longValue());
+					} else if (emptyAsNull) {
+						data.setObject(index, null);
+					}
+					break;
+				case Types.NUMERIC:
+				case Types.DECIMAL:
+					if (column.getByteSize() > 0) {
+						data.setObject(index, column.asBigDecimal());
+					} else if (emptyAsNull) {
+						data.setObject(index, null);
+					}
+					break;
+				case Types.FLOAT:
+				case Types.REAL:
+					if (column.getByteSize() > 0) {
+						data.setObject(index, column.asBigDecimal().floatValue());
+					} else if (emptyAsNull) {
+						data.setObject(index, null);
+					}
+					break;
+				case Types.DOUBLE:
+					if (column.getByteSize() > 0) {
+						data.setObject(index, column.asDouble());
+					} else if (emptyAsNull) {
+						data.setObject(index, null);
+					}
+					break;
+				case Types.TIME:
+					if (column.getByteSize() > 0) {
+						if (column instanceof LongColumn || column instanceof DateColumn) {
+							data.setObject(index, new Time(column.asLong()));
+						} else {
+							data.setObject(index, column.asString());
+						}
+					} else if (emptyAsNull) {
+						data.setObject(index, null);
+					}
+					break;
+				case Types.DATE:
+					if (column.getByteSize() > 0) {
+						if (column instanceof LongColumn || column instanceof DateColumn) {
+							data.setObject(index, column.asLong());
+						} else {
+							data.setObject(index, column.asString());
+						}
+					} else if (emptyAsNull) {
+						data.setObject(index, null);
+					}
+					break;
+				case Types.TIMESTAMP:
+					if (column.getByteSize() > 0) {
+						if (column instanceof LongColumn || column instanceof DateColumn) {
+							data.setObject(index, new Timestamp(column.asLong()));
+						} else {
+							data.setObject(index, column.asString());
+						}
+					} else if (emptyAsNull) {
+						data.setObject(index, null);
+					}
+					break;
+
+				case Types.BINARY:
+				case Types.VARBINARY:
+				case Types.BLOB:
+				case Types.LONGVARBINARY:
+					String byteValue = column.asString();
+					if (null != byteValue) {
+						data.setObject(index, column
+								.asBytes());
+					}
+					break;
+				case Types.BOOLEAN:
+				case Types.BIT:
+					if (column.getByteSize() == 0) {
+						break;
+					}
+					try {
+						Boolean boolValue = column.asBoolean();
+						data.setObject(index, boolValue);
+					} catch (Exception e) {
+						data.setObject(index, !"0".equals(column.asString()));
+					}
+					break;
+				case Types.ARRAY:
+					String arrayString = column.asString();
+					Object arrayObject = null;
+					if (null == arrayString || (emptyAsNull && "".equals(arrayString))) {
+						data.setObject(index, null);
+						break;
+					} else if (arrayDelimiter != null && arrayDelimiter.length() > 0) {
+						arrayObject = arrayString.split(this.arrayDelimiter);
+					} else {
+						arrayObject = JSONArray.parseArray(arrayString);
+					}
+					data.setObject(index, arrayObject);
+					break;
+				default:
+					throw DataXException
+							.asDataXException(
+									DBUtilErrorCode.UNSUPPORTED_TYPE,
+									String.format(
+											"您的配置文件中的列配置信息有误. 因为DataX 不支持数据库写入这种字段类型. 字段名:[%s], 字段类型:[%d], 字段Java类型:[%s]. 请修改表中该字段的类型或者不同步该字段.",
+											holoColumn.getName(),
+											holoColumn.getType(),
+											holoColumn.getTypeName()));
+			}
+		}
+	}
+}
diff --git a/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/Constant.java b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/Constant.java
new file mode 100755
index 00000000..eb51d026
--- /dev/null
+++ b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/Constant.java
@@ -0,0 +1,15 @@
+package com.alibaba.datax.plugin.writer.hologresjdbcwriter;
+
+/**
+ * 用于插件解析用户配置时，需要进行标识（MARK）的常量的声明.
+ */
+public final class Constant {
+    public static final int DEFAULT_BATCH_SIZE = 512;
+
+    public static final int DEFAULT_BATCH_BYTE_SIZE = 50 * 1024 * 1024;
+
+    public static String CONN_MARK = "connection";
+
+    public static String TABLE_NUMBER_MARK = "tableNumber";
+
+}
diff --git a/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/HologresJdbcWriter.java b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/HologresJdbcWriter.java
new file mode 100755
index 00000000..811a2e11
--- /dev/null
+++ b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/HologresJdbcWriter.java
@@ -0,0 +1,78 @@
+package com.alibaba.datax.plugin.writer.hologresjdbcwriter;
+
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+
+import java.util.List;
+
+public class HologresJdbcWriter extends Writer {
+	private static final DataBaseType DATABASE_TYPE = DataBaseType.PostgreSQL;
+
+	public static class Job extends Writer.Job {
+		private Configuration originalConfig = null;
+		private BaseWriter.Job baseWriterMaster;
+
+		@Override
+		public void init() {
+			this.originalConfig = super.getPluginJobConf();
+			this.baseWriterMaster = new BaseWriter.Job(DATABASE_TYPE);
+			this.baseWriterMaster.init(this.originalConfig);
+		}
+
+		@Override
+		public void prepare() {
+			this.baseWriterMaster.prepare(this.originalConfig);
+		}
+
+		@Override
+		public List<Configuration> split(int mandatoryNumber) {
+			return this.baseWriterMaster.split(this.originalConfig, mandatoryNumber);
+		}
+
+		@Override
+		public void post() {
+			this.baseWriterMaster.post(this.originalConfig);
+		}
+
+		@Override
+		public void destroy() {
+			this.baseWriterMaster.destroy(this.originalConfig);
+		}
+
+	}
+
+	public static class Task extends Writer.Task {
+		private Configuration writerSliceConfig;
+		private BaseWriter.Task baseWriterSlave;
+
+		@Override
+		public void init() {
+			this.writerSliceConfig = super.getPluginJobConf();
+			this.baseWriterSlave = new BaseWriter.Task(DATABASE_TYPE);
+			this.baseWriterSlave.init(this.writerSliceConfig);
+		}
+
+		@Override
+		public void prepare() {
+			this.baseWriterSlave.prepare(this.writerSliceConfig);
+		}
+
+		public void startWrite(RecordReceiver recordReceiver) {
+			this.baseWriterSlave.startWrite(recordReceiver, super.getTaskPluginCollector());
+		}
+
+		@Override
+		public void post() {
+			this.baseWriterSlave.post(this.writerSliceConfig);
+		}
+
+		@Override
+		public void destroy() {
+			this.baseWriterSlave.destroy(this.writerSliceConfig);
+		}
+
+	}
+
+}
diff --git a/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/Key.java b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/Key.java
new file mode 100755
index 00000000..3bd5d1e2
--- /dev/null
+++ b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/Key.java
@@ -0,0 +1,31 @@
+package com.alibaba.datax.plugin.writer.hologresjdbcwriter;
+
+public final class Key {
+    public final static String JDBC_URL = "jdbcUrl";
+
+    public final static String USERNAME = "username";
+
+    public final static String PASSWORD = "password";
+
+    public final static String TABLE = "table";
+
+    public final static String COLUMN = "column";
+
+    public final static String Array_Delimiter = "arrayDelimiter";
+
+    public final static String WRITE_MODE = "writeMode";
+
+    public final static String PRE_SQL = "preSql";
+
+    public final static String POST_SQL = "postSql";
+
+    //默认值：256
+    public final static String BATCH_SIZE = "batchSize";
+
+    //默认值：50m
+    public final static String BATCH_BYTE_SIZE = "batchByteSize";
+
+    public final static String EMPTY_AS_NULL = "emptyAsNull";
+
+
+}
\ No newline at end of file
diff --git a/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/ConfLoader.java b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/ConfLoader.java
new file mode 100644
index 00000000..48d7584e
--- /dev/null
+++ b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/ConfLoader.java
@@ -0,0 +1,59 @@
+package com.alibaba.datax.plugin.writer.hologresjdbcwriter.util;
+
+import com.alibaba.hologres.client.model.WriteMode;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.lang.reflect.Field;
+import java.util.Map;
+import java.util.Set;
+
+public class ConfLoader {
+	public static Logger LOG = LoggerFactory.getLogger(ConfLoader.class);
+
+	static public <T> T load(Map<String, Object> props, T config, Set<String> ignoreList) throws Exception {
+		Field[] fields = config.getClass().getDeclaredFields();
+		for (Map.Entry<String, Object> entry : props.entrySet()) {
+			String key = entry.getKey();
+			String value = entry.getValue().toString();
+			if (ignoreList.contains(key)) {
+				LOG.info("Config Skip {}", key);
+				continue;
+			}
+			boolean match = false;
+			for (Field field : fields) {
+				if (field.getName().equals(key)) {
+					match = true;
+					field.setAccessible(true);
+					Class<?> type = field.getType();
+					if (type.equals(String.class)) {
+						field.set(config, value);
+					} else if (type.equals(int.class)) {
+						field.set(config, Integer.parseInt(value));
+					} else if (type.equals(long.class)) {
+						field.set(config, Long.parseLong(value));
+					} else if (type.equals(boolean.class)) {
+						field.set(config, Boolean.parseBoolean(value));
+					} else if (WriteMode.class.equals(type)) {
+						field.set(config, WriteMode.valueOf(value));
+					} else {
+						throw new Exception("invalid type " + type + " for param " + key);
+					}
+					if ("password".equals(key)) {
+						StringBuilder sb = new StringBuilder();
+						for (int i = 0; i < value.length(); ++i) {
+							sb.append("*");
+						}
+						LOG.info("Config {}={}", key, sb.toString());
+					} else {
+						LOG.info("Config {}={}", key, value);
+					}
+				}
+			}
+			if (!match) {
+				throw new Exception("param " + key + " not found in HoloConfig");
+			}
+		}
+		return config;
+	}
+}
diff --git a/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/OriginalConfPretreatmentUtil.java b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/OriginalConfPretreatmentUtil.java
new file mode 100755
index 00000000..70176b91
--- /dev/null
+++ b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/OriginalConfPretreatmentUtil.java
@@ -0,0 +1,82 @@
+package com.alibaba.datax.plugin.writer.hologresjdbcwriter.util;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.util.TableExpandUtil;
+import com.alibaba.datax.plugin.writer.hologresjdbcwriter.Constant;
+import com.alibaba.datax.plugin.writer.hologresjdbcwriter.Key;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.List;
+
+public final class OriginalConfPretreatmentUtil {
+	private static final Logger LOG = LoggerFactory
+			.getLogger(OriginalConfPretreatmentUtil.class);
+
+	public static DataBaseType DATABASE_TYPE;
+
+	public static void doPretreatment(Configuration originalConfig, DataBaseType dataBaseType) {
+		// 检查 username/password 配置（必填）
+		originalConfig.getNecessaryValue(Key.USERNAME, DBUtilErrorCode.REQUIRED_VALUE);
+		originalConfig.getNecessaryValue(Key.PASSWORD, DBUtilErrorCode.REQUIRED_VALUE);
+
+		doCheckBatchSize(originalConfig);
+		simplifyConf(originalConfig);
+	}
+
+	public static void doCheckBatchSize(Configuration originalConfig) {
+		// 检查batchSize 配置（选填，如果未填写，则设置为默认值）
+		int batchSize = originalConfig.getInt(Key.BATCH_SIZE, Constant.DEFAULT_BATCH_SIZE);
+		if (batchSize < 1) {
+			throw DataXException.asDataXException(DBUtilErrorCode.ILLEGAL_VALUE, String.format(
+					"您的batchSize配置有误. 您所配置的写入数据库表的 batchSize:%s 不能小于1. 推荐配置范围为：[256-1024] (保持128的倍数), 该值越大, 内存溢出可能性越大. 请检查您的配置并作出修改.",
+					batchSize));
+		}
+
+		originalConfig.set(Key.BATCH_SIZE, batchSize);
+	}
+
+	public static void simplifyConf(Configuration originalConfig) {
+		List<Object> connections = originalConfig.getList(Constant.CONN_MARK,
+				Object.class);
+
+		int tableNum = 0;
+
+		for (int i = 0, len = connections.size(); i < len; i++) {
+			Configuration connConf = Configuration.from(connections.get(i).toString());
+
+			String jdbcUrl = connConf.getString(Key.JDBC_URL);
+			if (StringUtils.isBlank(jdbcUrl)) {
+				throw DataXException.asDataXException(DBUtilErrorCode.REQUIRED_VALUE, "您未配置的写入数据库表的 jdbcUrl.");
+			}
+
+			List<String> tables = connConf.getList(Key.TABLE, String.class);
+
+			if (null == tables || tables.isEmpty()) {
+				throw DataXException.asDataXException(DBUtilErrorCode.REQUIRED_VALUE,
+						"您未配置写入数据库表的表名称. 根据配置DataX找不到您配置的表. 请检查您的配置并作出修改.");
+			}
+
+			// 对每一个connection 上配置的table 项进行解析
+			List<String> expandedTables = TableExpandUtil
+					.expandTableConf(DATABASE_TYPE, tables);
+
+			if (null == expandedTables || expandedTables.isEmpty()) {
+				throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+						"您配置的写入数据库表名称错误. DataX找不到您配置的表，请检查您的配置并作出修改.");
+			}
+
+			tableNum += expandedTables.size();
+
+			originalConfig.set(String.format("%s[%d].%s", Constant.CONN_MARK,
+					i, Key.TABLE), expandedTables);
+		}
+
+		originalConfig.set(Constant.TABLE_NUMBER_MARK, tableNum);
+	}
+
+}
diff --git a/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/WriterUtil.java b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/WriterUtil.java
new file mode 100755
index 00000000..d35194e8
--- /dev/null
+++ b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/util/WriterUtil.java
@@ -0,0 +1,111 @@
+package com.alibaba.datax.plugin.writer.hologresjdbcwriter.util;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
+import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.datax.plugin.rdbms.writer.Key;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.Statement;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+public final class WriterUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(WriterUtil.class);
+
+    //TODO 切分报错
+    public static List<Configuration> doSplit(Configuration simplifiedConf,
+                                              int adviceNumber) {
+
+        List<Configuration> splitResultConfigs = new ArrayList<Configuration>();
+
+        int tableNumber = simplifiedConf.getInt(Constant.TABLE_NUMBER_MARK);
+
+        //处理单表的情况
+        if (tableNumber == 1) {
+            //由于在之前的  master prepare 中已经把 table,jdbcUrl 提取出来，所以这里处理十分简单
+            for (int j = 0; j < adviceNumber; j++) {
+                splitResultConfigs.add(simplifiedConf.clone());
+            }
+
+            return splitResultConfigs;
+        }
+
+        if (tableNumber != adviceNumber) {
+            throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+                    String.format("您的配置文件中的列配置信息有误. 您要写入的目的端的表个数是:%s , 但是根据系统建议需要切分的份数是：%s. 请检查您的配置并作出修改.",
+                            tableNumber, adviceNumber));
+        }
+
+        String jdbcUrl;
+        List<String> preSqls = simplifiedConf.getList(Key.PRE_SQL, String.class);
+        List<String> postSqls = simplifiedConf.getList(Key.POST_SQL, String.class);
+
+        List<Object> conns = simplifiedConf.getList(Constant.CONN_MARK,
+                Object.class);
+
+        for (Object conn : conns) {
+            Configuration sliceConfig = simplifiedConf.clone();
+
+            Configuration connConf = Configuration.from(conn.toString());
+            jdbcUrl = connConf.getString(Key.JDBC_URL);
+            sliceConfig.set(Key.JDBC_URL, jdbcUrl);
+
+            sliceConfig.remove(Constant.CONN_MARK);
+
+            List<String> tables = connConf.getList(Key.TABLE, String.class);
+
+            for (String table : tables) {
+                Configuration tempSlice = sliceConfig.clone();
+                tempSlice.set(Key.TABLE, table);
+                tempSlice.set(Key.PRE_SQL, renderPreOrPostSqls(preSqls, table));
+                tempSlice.set(Key.POST_SQL, renderPreOrPostSqls(postSqls, table));
+
+                splitResultConfigs.add(tempSlice);
+            }
+
+        }
+
+        return splitResultConfigs;
+    }
+
+    public static List<String> renderPreOrPostSqls(List<String> preOrPostSqls, String tableName) {
+        if (null == preOrPostSqls) {
+            return Collections.emptyList();
+        }
+
+        List<String> renderedSqls = new ArrayList<String>();
+        for (String sql : preOrPostSqls) {
+            //preSql为空时，不加入执行队列
+            if (StringUtils.isNotBlank(sql)) {
+                renderedSqls.add(sql.replace(Constant.TABLE_NAME_PLACEHOLDER, tableName));
+            }
+        }
+
+        return renderedSqls;
+    }
+
+    public static void executeSqls(Connection conn, List<String> sqls, String basicMessage,DataBaseType dataBaseType) {
+        Statement stmt = null;
+        String currentSql = null;
+        try {
+            stmt = conn.createStatement();
+            for (String sql : sqls) {
+                currentSql = sql;
+                DBUtil.executeSqlWithoutResultSet(stmt, sql);
+            }
+        } catch (Exception e) {
+            throw RdbmsException.asQueryException(dataBaseType,e,currentSql,null,null);
+        } finally {
+            DBUtil.closeDBResources(null, stmt, null);
+        }
+    }
+}
diff --git a/hologresjdbcwriter/src/main/resources/plugin.json b/hologresjdbcwriter/src/main/resources/plugin.json
new file mode 100644
index 00000000..d46f216b
--- /dev/null
+++ b/hologresjdbcwriter/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+  "name": "hologreswriter",
+  "class": "com.alibaba.datax.plugin.writer.hologreswriter.HologresWriter",
+  "description": "",
+  "developer": "alibaba"
+}
diff --git a/hologresjdbcwriter/src/main/resources/plugin_job_template.json b/hologresjdbcwriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..656971c3
--- /dev/null
+++ b/hologresjdbcwriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,11 @@
+{
+  "name": "hologreswriter",
+  "parameter": {
+    "url": "",
+    "username": "",
+    "password": "",
+    "database": "",
+    "table": "",
+    "partition": ""
+  }
+}
diff --git a/introduction.md b/introduction.md
index b27607c7..d08ad98d 100644
--- a/introduction.md
+++ b/introduction.md
@@ -36,6 +36,7 @@ DataX本身作为离线数据同步框架，采用Framework + plugin架构构建
 | ------------ | ---------- | :-------: | :-------: |:-------: |
 | RDBMS 关系型数据库 | MySQL      |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md)|
 |              | Oracle     |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md)|
+|              | OceanBase  |     √     |     √     |[读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase)|
 |              | SQLServer  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md)|
 |              | PostgreSQL |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md)|
 |              | DRDS |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md)|
diff --git a/license.txt b/license.txt
index 00b845b4..2f293c0f 100644
--- a/license.txt
+++ b/license.txt
@@ -1,4 +1,4 @@
-Copyright 1999-2017 Alibaba Group Holding Ltd.
+Copyright 1999-2022 Alibaba Group Holding Ltd.
 
 Licensed under the Apache License, Version 2.0 (the "License");
 you may not use this file except in compliance with the License.
diff --git a/mongodbreader/doc/mongodbreader.md b/mongodbreader/doc/mongodbreader.md
index 6d1e6a99..99d25731 100644
--- a/mongodbreader/doc/mongodbreader.md
+++ b/mongodbreader/doc/mongodbreader.md
@@ -8,7 +8,7 @@ MongoDBReader 插件利用 MongoDB 的java客户端MongoClient进行MongoDB的
 MongoDBReader通过Datax框架从MongoDB并行的读取数据，通过主控的JOB程序按照指定的规则对MongoDB中的数据进行分片，并行读取，然后将MongoDB支持的类型通过逐一判断转换成Datax支持的类型。
 
 #### 3 功能说明
-* 该示例从ODPS读一份数据到MongoDB。
+* 该示例从MongoDB读一份数据到ODPS。
 
 	    {
 	    "job": {
@@ -127,6 +127,7 @@ MongoDBReader通过Datax框架从MongoDB并行的读取数据，通过主控的J
 * address： MongoDB的数据地址信息，因为MonogDB可能是个集群，则ip端口信息需要以Json数组的形式给出。【必填】
 * userName：MongoDB的用户名。【选填】
 * userPassword： MongoDB的密码。【选填】
+* authDb: MongoDB认证数据库【选填】
 * collectionName： MonogoDB的集合名。【必填】
 * column：MongoDB的文档列名。【必填】
 * name：Column的名字。【必填】
@@ -147,4 +148,4 @@ MongoDBReader通过Datax框架从MongoDB并行的读取数据，通过主控的J
 
 
 #### 6 性能报告
-#### 7 测试报告
\ No newline at end of file
+#### 7 测试报告
diff --git a/mongodbwriter/doc/mongodbwriter.md b/mongodbwriter/doc/mongodbwriter.md
index e30008db..81e6516b 100644
--- a/mongodbwriter/doc/mongodbwriter.md
+++ b/mongodbwriter/doc/mongodbwriter.md
@@ -116,10 +116,10 @@ MongoDBWriter通过Datax框架获取Reader生成的数据，然后将Datax支持
                                 "type": "int"
                             }
                         ],
-						"upsertInfo": {
-							"isUpsert": "true",
-							"upsertKey": "unique_id"
-						}
+			"writeMode": {
+				"isReplace": "true",
+				"replaceKey": "unique_id"
+			}
                     }
                 }
             }
@@ -135,11 +135,11 @@ MongoDBWriter通过Datax框架获取Reader生成的数据，然后将Datax支持
 * collectionName： MonogoDB的集合名。【必填】
 * column：MongoDB的文档列名。【必填】
 * name：Column的名字。【必填】
-* type：Column的类型。【选填】
+* type：Column的类型。【必填】
 * splitter：特殊分隔符，当且仅当要处理的字符串要用分隔符分隔为字符数组时，才使用这个参数，通过这个参数指定的分隔符，将字符串分隔存储到MongoDB的数组中。【选填】
-* upsertInfo：指定了传输数据时更新的信息。【选填】
-* isUpsert：当设置为true时，表示针对相同的upsertKey做更新操作。【选填】
-* upsertKey：upsertKey指定了没行记录的业务主键。用来做更新时使用。【选填】
+* writeMode：指定了传输数据时更新的信息。【选填】
+* isReplace：当设置为true时，表示针对相同的replaceKey做更新操作。【选填】
+* replaceKey：replaceKey指定了每行记录的业务主键。用来做更新时使用。【选填】
 
 #### 5 类型转换
 
@@ -154,4 +154,4 @@ MongoDBWriter通过Datax框架获取Reader生成的数据，然后将Datax支持
 
 
 #### 6 性能报告
-#### 7 测试报告
\ No newline at end of file
+#### 7 测试报告
diff --git a/mysqlreader/doc/mysqlreader.md b/mysqlreader/doc/mysqlreader.md
index 3ae52afb..bae4bce0 100644
--- a/mysqlreader/doc/mysqlreader.md
+++ b/mysqlreader/doc/mysqlreader.md
@@ -165,7 +165,7 @@ MysqlReader插件实现了从Mysql读取数据。在底层实现上，MysqlReade
 
 	  支持常量配置，用户需要按照Mysql SQL语法格式:
 	  ["id", "\`table\`", "1", "'bazhen.csy'", "null", "to_char(a + 1)", "2.3" , "true"]
-	  id为普通列名，\`table\`为包含保留在的列名，1为整形数字常量，'bazhen.csy'为字符串常量，null为空指针，to_char(a + 1)为表达式，2.3为浮点数，true为布尔值。
+	  id为普通列名，\`table\`为包含保留字的列名，1为整形数字常量，'bazhen.csy'为字符串常量，null为空指针，to_char(a + 1)为表达式，2.3为浮点数，true为布尔值。
 
 	* 必选：是 <br />
 
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
index 0a4934a1..228af811 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/OceanBaseReader.java
@@ -32,19 +32,21 @@ public class OceanBaseReader extends Reader {
             if (userConfigedFetchSize != null) {
                 LOG.warn("The [fetchSize] is not recognized, please use readBatchSize instead.");
             }
-
             this.originalConfig.set(Constant.FETCH_SIZE, Integer.MIN_VALUE);
-
             setDatabaseType(originalConfig);
-
             this.readerJob = new ReaderJob();
             this.readerJob.init(this.originalConfig);
         }
 
+        @Override
+        public void prepare() {
+            //ObReaderUtils.DATABASE_TYPE获取当前数据库的语法模式
+        }
+
         @Override
         public void preCheck() {
             init();
-            this.readerJob.preCheck(this.originalConfig, ObReaderUtils.DATABASE_TYPE);
+            this.readerJob.preCheck(this.originalConfig, ObReaderUtils.databaseType);
 
         }
 
@@ -70,7 +72,7 @@ public class OceanBaseReader extends Reader {
             Configuration connConf = Configuration.from(conns.get(0).toString());
             List<String> jdbcUrls = connConf.getList(Key.JDBC_URL, String.class);
             String jdbcUrl = jdbcUrls.get(0);
-            if(jdbcUrl.startsWith(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING)) {
+            if (jdbcUrl.startsWith(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING)) {
                 String[] ss = jdbcUrl.split(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING_PATTERN);
                 if (ss.length != 3) {
                     LOG.warn("unrecognized jdbc url: " + jdbcUrl);
@@ -85,9 +87,10 @@ public class OceanBaseReader extends Reader {
                 Connection conn = DBUtil.getConnection(DataBaseType.OceanBase, obJdbcUrl, username, password);
                 String compatibleMode = ObReaderUtils.getCompatibleMode(conn);
                 if (ObReaderUtils.isOracleMode(compatibleMode)) {
-                    ObReaderUtils.DATABASE_TYPE = DataBaseType.OceanBase;
+                    ObReaderUtils.compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
                 }
-            } catch (Exception e){
+
+            } catch (Exception e) {
                 LOG.warn("error in get compatible mode, using mysql as default: " + e.getMessage());
             }
         }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index c56155f6..f69a9166 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -6,13 +6,38 @@ import com.alibaba.datax.common.constant.CommonConstant;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.reader.CommonRdbmsReader;
 import com.alibaba.datax.plugin.rdbms.reader.Key;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.datax.plugin.reader.oceanbasev10reader.OceanBaseReader;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.ObReaderUtils;
+import com.alibaba.fastjson.JSONObject;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
 
 public class ReaderJob extends CommonRdbmsReader.Job {
+    private Logger LOG = LoggerFactory.getLogger(OceanBaseReader.Task.class);
 
     public ReaderJob() {
-        super(ObReaderUtils.DATABASE_TYPE);
+        super(ObReaderUtils.databaseType);
+    }
+
+    @Override
+    public void init(Configuration originalConfig) {
+        //将config中的column和table中的关键字进行转义
+        List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
+        ObReaderUtils.escapeDatabaseKeywords(columns);
+        originalConfig.set(Key.COLUMN, columns);
+
+        List<JSONObject> conns = originalConfig.getList(com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, JSONObject.class);
+        for (int i = 0; i < conns.size(); i++) {
+            JSONObject conn = conns.get(i);
+            Configuration connConfig = Configuration.from(conn.toString());
+            List<String> tables = connConfig.getList(Key.TABLE, String.class);
+            ObReaderUtils.escapeDatabaseKeywords(tables);
+            originalConfig.set(String.format("%s[%d].%s", com.alibaba.datax.plugin.rdbms.reader.Constant.CONN_MARK, i, Key.TABLE), tables);
+        }
+        super.init(originalConfig);
     }
 
     @Override
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
index 073bb3cb..a43dcebd 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderTask.java
@@ -1,13 +1,5 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader.ext;
 
-import java.sql.*;
-import java.util.ArrayList;
-import java.util.List;
-
-import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.plugin.RecordSender;
@@ -19,11 +11,17 @@ import com.alibaba.datax.plugin.rdbms.reader.CommonRdbmsReader;
 import com.alibaba.datax.plugin.rdbms.reader.Constant;
 import com.alibaba.datax.plugin.rdbms.reader.Key;
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.Config;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.ObReaderUtils;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.TaskContext;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.*;
+import java.util.ArrayList;
+import java.util.List;
 
 public class ReaderTask extends CommonRdbmsReader.Task {
     private static final Logger LOG = LoggerFactory.getLogger(ReaderTask.class);
@@ -41,11 +39,12 @@ public class ReaderTask extends CommonRdbmsReader.Task {
     private boolean reuseConn = false;
 
     public ReaderTask(int taskGroupId, int taskId) {
-        super(ObReaderUtils.DATABASE_TYPE, taskGroupId, taskId);
+        super(ObReaderUtils.databaseType, taskGroupId, taskId);
         this.taskGroupId = taskGroupId;
         this.taskId = taskId;
     }
 
+    @Override
     public void init(Configuration readerSliceConfig) {
         /* for database connection */
         username = readerSliceConfig.getString(Key.USERNAME);
@@ -54,7 +53,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
         queryTimeoutSeconds = readerSliceConfig.getInt(Config.QUERY_TIMEOUT_SECOND,
                 Config.DEFAULT_QUERY_TIMEOUT_SECOND);
         // ob10的处理
-        if(jdbcUrl.startsWith(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING)) {
+        if (jdbcUrl.startsWith(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING)) {
             String[] ss = jdbcUrl.split(com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING_PATTERN);
             if (ss.length == 3) {
                 LOG.info("this is ob1_0 jdbc url.");
@@ -63,16 +62,14 @@ public class ReaderTask extends CommonRdbmsReader.Task {
             }
         }
 
-        if (ObReaderUtils.DATABASE_TYPE == DataBaseType.OceanBase) {
-            jdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:") + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
+        jdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:") + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
+        if (ObReaderUtils.compatibleMode.equals(ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE)) {
             compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_ORACLE;
-        } else {
-            jdbcUrl = jdbcUrl + "&socketTimeout=1800000&connectTimeout=60000"; //socketTimeout 半个小时
         }
         LOG.info("this is ob1_0 jdbc url. user=" + username + " :url=" + jdbcUrl);
         mandatoryEncoding = readerSliceConfig.getString(Key.MANDATORY_ENCODING, "");
         retryLimit = readerSliceConfig.getInt(Config.RETRY_LIMIT, Config.DEFAULT_RETRY_LIMIT);
-        LOG.info("retryLimit: "+ retryLimit);
+        LOG.info("retryLimit: " + retryLimit);
     }
 
     private void buildSavePoint(TaskContext context) {
@@ -83,7 +80,6 @@ public class ReaderTask extends CommonRdbmsReader.Task {
     }
 
     /**
-     *
      * 如果isTableMode && table有PK
      * <p>
      * 则支持断点续读 (若pk不在原始的columns中,则追加到尾部,但不传给下游)
@@ -92,7 +88,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
      */
     @Override
     public void startRead(Configuration readerSliceConfig, RecordSender recordSender,
-            TaskPluginCollector taskPluginCollector, int fetchSize) {
+                          TaskPluginCollector taskPluginCollector, int fetchSize) {
         String querySql = readerSliceConfig.getString(Key.QUERY_SQL);
         String table = readerSliceConfig.getString(Key.TABLE);
         PerfTrace.getInstance().addTaskDetails(taskId, table + "," + jdbcUrl);
@@ -131,14 +127,14 @@ public class ReaderTask extends CommonRdbmsReader.Task {
     }
 
     private void startRead0(boolean isTableMode, TaskContext context, RecordSender recordSender,
-            TaskPluginCollector taskPluginCollector) {
+                            TaskPluginCollector taskPluginCollector) {
         // 不是table模式 直接使用原来的做法
         if (!isTableMode) {
             doRead(recordSender, taskPluginCollector, context);
             return;
         }
         // check primary key index
-        Connection conn = DBUtil.getConnection(ObReaderUtils.DATABASE_TYPE, jdbcUrl, username, password);
+        Connection conn = DBUtil.getConnection(ObReaderUtils.databaseType, jdbcUrl, username, password);
         ObReaderUtils.initConn4Reader(conn, queryTimeoutSeconds);
         context.setConn(conn);
         try {
@@ -184,11 +180,11 @@ public class ReaderTask extends CommonRdbmsReader.Task {
                 }
             } catch (Throwable e) {
                 if (retryLimit == ++retryCount) {
-                    throw RdbmsException.asQueryException(ObReaderUtils.DATABASE_TYPE, new Exception(e),
+                    throw RdbmsException.asQueryException(ObReaderUtils.databaseType, new Exception(e),
                             context.getQuerySql(), context.getTable(), username);
                 }
                 LOG.error("read fail, retry count " + retryCount + ", sleep 60 second, save point:" +
-                        context.getSavePoint() + ", error: "+ e.getMessage());
+                        context.getSavePoint() + ", error: " + e.getMessage());
                 ObReaderUtils.sleep(60000); // sleep 10s
             }
             // 假如原来的查询有查出数据,则改成增量查询
@@ -227,7 +223,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
             LOG.info("connection is alive, will reuse this connection.");
         } else {
             LOG.info("Create new connection for reader.");
-            conn = DBUtil.getConnection(ObReaderUtils.DATABASE_TYPE, jdbcUrl, username, password);
+            conn = DBUtil.getConnection(ObReaderUtils.databaseType, jdbcUrl, username, password);
             ObReaderUtils.initConn4Reader(conn, queryTimeoutSeconds);
             context.setConn(conn);
         }
@@ -287,7 +283,7 @@ public class ReaderTask extends CommonRdbmsReader.Task {
             ObReaderUtils.close(null, null, context.getConn());
             context.setConn(null);
             LOG.error("reader data fail", e);
-            throw RdbmsException.asQueryException(ObReaderUtils.DATABASE_TYPE, e, context.getQuerySql(),
+            throw RdbmsException.asQueryException(ObReaderUtils.databaseType, e, context.getQuerySql(),
                     context.getTable(), username);
         } finally {
             perfRecord.end();
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 2290fb43..20c2f922 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -1,52 +1,71 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
 
-import java.sql.Connection;
-import java.sql.PreparedStatement;
-import java.sql.ResultSet;
-import java.sql.SQLException;
-import java.sql.Statement;
-import java.sql.Timestamp;
-import java.util.ArrayList;
-import java.util.Arrays;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-import java.util.Map.Entry;
-import java.util.TreeMap;
-import java.util.regex.Matcher;
-import java.util.regex.Pattern;
-import java.util.Set;
-import java.util.TreeSet;
-
-import org.apache.commons.lang3.ArrayUtils;
-import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import com.alibaba.datax.common.element.BoolColumn;
-import com.alibaba.datax.common.element.BytesColumn;
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.DateColumn;
-import com.alibaba.datax.common.element.DoubleColumn;
-import com.alibaba.datax.common.element.LongColumn;
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.element.StringColumn;
+import com.alibaba.datax.common.element.*;
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.druid.sql.SQLUtils;
 import com.alibaba.druid.sql.ast.SQLExpr;
 import com.alibaba.druid.sql.ast.expr.SQLBinaryOpExpr;
 import com.alibaba.druid.sql.ast.expr.SQLBinaryOperator;
+import org.apache.commons.lang3.ArrayUtils;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.*;
+import java.util.*;
+import java.util.Map.Entry;
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
 
 public class ObReaderUtils {
 
     private static final Logger LOG = LoggerFactory.getLogger(ObReaderUtils.class);
+    private static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
+    private static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
 
+    private static Set<String> databaseKeywords;
     final static public String OB_COMPATIBLE_MODE = "obCompatibilityMode";
     final static public String OB_COMPATIBLE_MODE_ORACLE = "ORACLE";
     final static public String OB_COMPATIBLE_MODE_MYSQL = "MYSQL";
 
-    public static DataBaseType DATABASE_TYPE = DataBaseType.MySql;
+    public static String compatibleMode = OB_COMPATIBLE_MODE_MYSQL;
+
+    public static final DataBaseType databaseType = DataBaseType.OceanBase;
+
+
+    private static Set<String> keywordsFromString2HashSet(final String keywords) {
+        return new HashSet(Arrays.asList(keywords.split(",")));
+    }
+
+    public static String escapeDatabaseKeywords(String keyword) {
+        if (databaseKeywords == null) {
+            if (isOracleMode(compatibleMode)) {
+                databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
+            } else {
+                databaseKeywords = keywordsFromString2HashSet(MYSQL_KEYWORDS);
+            }
+        }
+        char escapeChar = isOracleMode(compatibleMode) ? '"' : '`';
+        if (databaseKeywords.contains(keyword.toUpperCase())) {
+            keyword = escapeChar + keyword + escapeChar;
+        }
+        return keyword;
+    }
+
+    public static void escapeDatabaseKeywords(List<String> keywords) {
+        for (int i = 0; i < keywords.size(); i++) {
+            keywords.set(i, escapeDatabaseKeywords(keywords.get(i)));
+        }
+    }
+
+    public static Boolean isEscapeMode(String keyword) {
+        if (isOracleMode(compatibleMode)) {
+            return keyword.startsWith("\"") && keyword.endsWith("\"");
+        } else {
+            return keyword.startsWith("`") && keyword.endsWith("`");
+        }
+    }
 
     public static void initConn4Reader(Connection conn, long queryTimeoutSeconds) {
         String setQueryTimeout = "set ob_query_timeout=" + (queryTimeoutSeconds * 1000 * 1000L);
@@ -57,7 +76,7 @@ public class ObReaderUtils {
             stmt = conn.createStatement();
             stmt.execute(setQueryTimeout);
             stmt.execute(setTrxTimeout);
-            LOG.warn("setAutoCommit=true;"+setQueryTimeout+";"+setTrxTimeout+";");
+            LOG.warn("setAutoCommit=true;" + setQueryTimeout + ";" + setTrxTimeout + ";");
         } catch (Throwable e) {
             LOG.warn("initConn4Reader fail", e);
         } finally {
@@ -73,7 +92,6 @@ public class ObReaderUtils {
     }
 
     /**
-     *
      * @param conn
      * @param context
      */
@@ -84,8 +102,11 @@ public class ObReaderUtils {
             return;
         }
         List<String> columns = context.getColumns();
+
         // 最后参与排序的索引列
+
         context.setPkColumns(pkColumns);
+
         int[] pkIndexs = new int[pkColumns.length];
         for (int i = 0, n = pkColumns.length; i < n; i++) {
             String pkc = pkColumns[i];
@@ -112,9 +133,9 @@ public class ObReaderUtils {
         String sql = "show index from " + tableName + " where Key_name='PRIMARY'";
         if (isOracleMode(context.getCompatibleMode())) {
             tableName = tableName.toUpperCase();
-            sql = "SELECT cols.column_name Column_name "+
+            sql = "SELECT cols.column_name Column_name " +
                     "FROM all_constraints cons, all_cons_columns cols " +
-                    "WHERE cols.table_name = '" + tableName+ "' AND cons.constraint_type = 'P' " +
+                    "WHERE cols.table_name = '" + tableName + "' AND cons.constraint_type = 'P' " +
                     "AND cons.constraint_name = cols.constraint_name AND cons.owner = cols.owner";
         }
         LOG.info("get primary key by sql: " + sql);
@@ -126,11 +147,16 @@ public class ObReaderUtils {
             ps = conn.createStatement();
             rs = ps.executeQuery(sql);
             while (rs.next()) {
-                String columnName = StringUtils.lowerCase(rs.getString("Column_name"));
+                String columnName = rs.getString("Column_name");
+                columnName = escapeDatabaseKeywords(columnName);
+                if (!isEscapeMode(columnName)) {
+                    columnName.toLowerCase();
+                }
                 if (!realIndex.contains(columnName)) {
                     realIndex.add(columnName);
                 }
             }
+
             String[] pks = new String[realIndex.size()];
             realIndex.toArray(pks);
             return pks;
@@ -156,7 +182,7 @@ public class ObReaderUtils {
         if (StringUtils.isNotEmpty(indexName)) {
             String weakReadHint = weakRead ? "+READ_CONSISTENCY(WEAK)," : "+";
             sql += " /*" + weakReadHint + "index(" + context.getTable() + " " + indexName + ")*/ ";
-        } else if (weakRead){
+        } else if (weakRead) {
             sql += " /*+READ_CONSISTENCY(WEAK)*/ ";
         }
         sql += StringUtils.join(context.getColumns(), ',');
@@ -187,7 +213,6 @@ public class ObReaderUtils {
      * 增量查的SQL
      *
      * @param conn
-     *
      * @param context
      * @return sql
      */
@@ -197,8 +222,8 @@ public class ObReaderUtils {
         String sql = "select ";
         if (StringUtils.isNotEmpty(indexName)) {
             String weakReadHint = weakRead ? "+READ_CONSISTENCY(WEAK)," : "+";
-            sql += " /*"+ weakReadHint + "index(" + context.getTable() + " " + indexName + ")*/ ";
-        } else if (weakRead){
+            sql += " /*" + weakReadHint + "index(" + context.getTable() + " " + indexName + ")*/ ";
+        } else if (weakRead) {
             sql += " /*+READ_CONSISTENCY(WEAK)*/ ";
         }
         sql += StringUtils.join(context.getColumns(), ',') + " from " + context.getTable();
@@ -295,7 +320,7 @@ public class ObReaderUtils {
         final char rightBracket = ')';
         if (str != null && str.contains(String.valueOf(leftBracket)) && str.contains(String.valueOf(rightBracket)) &&
                 str.indexOf(leftBracket) < str.indexOf(rightBracket)) {
-            return str.substring(str.indexOf(leftBracket)+1, str.indexOf(rightBracket));
+            return str.substring(str.indexOf(leftBracket) + 1, str.indexOf(rightBracket));
         }
         return str;
     }
@@ -364,7 +389,7 @@ public class ObReaderUtils {
 
     /**
      * 找出where条件中的列名，目前仅支持全部为and条件，并且操作符为大于、大约等于、等于、小于、小于等于和不等于的表达式。
-     *
+     * <p>
      * test coverage: - c6 = 20180710 OR c4 = 320: no index selected - 20180710
      * = c6: correct index selected - 20180710 = c6 and c4 = 320 or c2 < 100: no
      * index selected
@@ -416,17 +441,17 @@ public class ObReaderUtils {
         if (isOracleMode(compatibleMode)) {
             tableName = tableName.toUpperCase();
             sql = "SELECT INDEX_NAME Key_name, COLUMN_NAME Column_name " +
-                  "from dba_ind_columns where TABLE_NAME = '" + tableName +"' " +
+                    "from dba_ind_columns where TABLE_NAME = '" + tableName + "' " +
                     " union all " +
-                  "SELECT DISTINCT " +
-                      "CASE " +
-                          "WHEN cons.CONSTRAINT_TYPE = 'P' THEN 'PRIMARY' " +
-                          "WHEN cons.CONSTRAINT_TYPE = 'U' THEN cons.CONSTRAINT_NAME " +
-                          "ELSE '' " +
-                      "END AS Key_name, " +
-                      "cols.column_name Column_name " +
-                  "FROM all_constraints cons, all_cons_columns cols " +
-                  "WHERE cols.table_name = '" + tableName + "' AND cons.constraint_type in('P', 'U') " +
+                    "SELECT DISTINCT " +
+                    "CASE " +
+                    "WHEN cons.CONSTRAINT_TYPE = 'P' THEN 'PRIMARY' " +
+                    "WHEN cons.CONSTRAINT_TYPE = 'U' THEN cons.CONSTRAINT_NAME " +
+                    "ELSE '' " +
+                    "END AS Key_name, " +
+                    "cols.column_name Column_name " +
+                    "FROM all_constraints cons, all_cons_columns cols " +
+                    "WHERE cols.table_name = '" + tableName + "' AND cons.constraint_type in('P', 'U') " +
                     "AND cons.constraint_name = cols.constraint_name AND cons.owner = cols.owner";
         }
         Statement stmt = null;
@@ -469,14 +494,13 @@ public class ObReaderUtils {
     }
 
     /**
-     *
      * @param conn
      * @param table
      * @param colNamesInCondition
      * @return
      */
     private static List<String> getIndexName(Connection conn, String table,
-            Set<String> colNamesInCondition, String compatibleMode) {
+                                             Set<String> colNamesInCondition, String compatibleMode) {
         List<String> indexNames = new ArrayList<String>();
         if (colNamesInCondition == null || colNamesInCondition.size() == 0) {
             LOG.info("there is no qulified conditions in the where clause, skip index selection.");
@@ -540,7 +564,7 @@ public class ObReaderUtils {
                     Map<Integer, String> index = new TreeMap<Integer, String>();
                     List<String> columnList = allIndexInTab.get(indexName);
                     for (int i = 1; i <= columnList.size(); i++) {
-                        index.put(i, columnList.get(i-1));
+                        index.put(i, columnList.get(i - 1));
                     }
                     allIndexs.put(indexName, index);
                 } else {
@@ -644,19 +668,19 @@ public class ObReaderUtils {
     public static void binding(PreparedStatement ps, List<Column> list) throws SQLException {
         for (int i = 0, n = list.size(); i < n; i++) {
             Column c = list.get(i);
-            if(c instanceof BoolColumn){
-                ps.setLong(i + 1, ((BoolColumn)c).asLong());
-            }else if(c instanceof BytesColumn){
-                ps.setBytes(i + 1, ((BytesColumn)c).asBytes());
-            }else if(c instanceof DateColumn){
-                ps.setTimestamp(i + 1, new Timestamp(((DateColumn)c).asDate().getTime()));
-            }else if(c instanceof DoubleColumn){
-                ps.setDouble(i + 1, ((DoubleColumn)c).asDouble());
-            }else if(c instanceof LongColumn){
-                ps.setLong(i + 1, ((LongColumn)c).asLong());
-            }else if(c instanceof StringColumn){
-                ps.setString(i + 1, ((StringColumn)c).asString());
-            }else{
+            if (c instanceof BoolColumn) {
+                ps.setLong(i + 1, ((BoolColumn) c).asLong());
+            } else if (c instanceof BytesColumn) {
+                ps.setBytes(i + 1, ((BytesColumn) c).asBytes());
+            } else if (c instanceof DateColumn) {
+                ps.setTimestamp(i + 1, new Timestamp(((DateColumn) c).asDate().getTime()));
+            } else if (c instanceof DoubleColumn) {
+                ps.setDouble(i + 1, ((DoubleColumn) c).asDouble());
+            } else if (c instanceof LongColumn) {
+                ps.setLong(i + 1, ((LongColumn) c).asLong());
+            } else if (c instanceof StringColumn) {
+                ps.setString(i + 1, ((StringColumn) c).asString());
+            } else {
                 ps.setObject(i + 1, c.getRawData());
             }
         }
@@ -692,6 +716,6 @@ public class ObReaderUtils {
     }
 
     public static boolean isOracleMode(String mode) {
-        return (mode != null && OB_COMPATIBLE_MODE_ORACLE.equals(mode));
+        return (mode != null && OB_COMPATIBLE_MODE_ORACLE.equalsIgnoreCase(mode));
     }
 }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
index ba754a37..17655a52 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
@@ -162,6 +162,7 @@ public class TaskContext {
     public String getUserSavePoint() {
         return userSavePoint;
     }
+
     public void setUserSavePoint(String userSavePoint) {
         this.userSavePoint = userSavePoint;
     }
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
index 89ef1c52..ede2eb01 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
@@ -1,15 +1,5 @@
 package com.alibaba.datax.plugin.writer.oceanbasev10writer;
 
-import java.sql.*;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.concurrent.TimeUnit;
-
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.DbUtils;
-import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
@@ -20,8 +10,16 @@ import com.alibaba.datax.plugin.rdbms.writer.Constant;
 import com.alibaba.datax.plugin.rdbms.writer.Key;
 import com.alibaba.datax.plugin.rdbms.writer.util.WriterUtil;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.task.ConcurrentTableWriterTask;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.task.SingleTableWriterTask;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.DbUtils;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.ObWriterUtils;
+import com.alibaba.fastjson.JSONObject;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.util.ArrayList;
+import java.util.List;
 
 /**
  * 2016-04-07
@@ -61,6 +59,19 @@ public class OceanBaseV10Writer extends Writer {
 		public void init() {
 			this.originalConfig = super.getPluginJobConf();
 			checkCompatibleMode(originalConfig);
+			//将config中的column和table中的关键字进行转义
+			List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
+			ObWriterUtils.escapeDatabaseKeywords(columns);
+			originalConfig.set(Key.COLUMN, columns);
+
+			List<JSONObject> conns = originalConfig.getList(Constant.CONN_MARK, JSONObject.class);
+			for (int i = 0; i < conns.size(); i++) {
+				JSONObject conn = conns.get(i);
+				Configuration connConfig = Configuration.from(conn.toString());
+				List<String> tables = connConfig.getList(Key.TABLE, String.class);
+				ObWriterUtils.escapeDatabaseKeywords(tables);
+				originalConfig.set(String.format("%s[%d].%s", Constant.CONN_MARK, i, Key.TABLE), tables);
+			}
 			this.commonJob = new CommonRdbmsWriter.Job(DATABASE_TYPE);
 			this.commonJob.init(this.originalConfig);
 		}
@@ -223,6 +234,7 @@ public class OceanBaseV10Writer extends Writer {
 		/**
 		 * 注意：此方法每个 Task 都会执行一次。 最佳实践：此处适当封装确保简洁清晰完成数据写入工作。
 		 */
+		@Override
 		public void startWrite(RecordReceiver recordReceiver) {
 			this.writerTask.startWrite(recordReceiver, this.writerSliceConfig, super.getTaskPluginCollector());
 		}
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
index 49e5c05f..b0611642 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/ext/ServerConnectInfo.java
@@ -24,14 +24,32 @@ public class ServerConnectInfo {
 			this.tenantName  = ss[1].trim().split(":")[1];
 			this.jdbcUrl = ss[2].replace("jdbc:mysql:", "jdbc:oceanbase:");
 		} else {
-			throw new RuntimeException ("jdbc url format is not correct: " + jdbcUrl);
+			this.jdbcUrl = jdbcUrl.replace("jdbc:mysql:", "jdbc:oceanbase:");
+			if (username.contains("@") && username.contains("#")) {
+				this.userName = username.substring(0, username.indexOf("@"));
+				this.tenantName = username.substring(username.indexOf("@") + 1, username.indexOf("#"));
+				this.clusterName = username.substring(username.indexOf("#") + 1);
+			} else if (username.contains(":")) {
+				String[] config = username.split(":");
+				if (config.length != 3) {
+					throw new RuntimeException ("username format is not correct: " + username);
+				}
+				this.clusterName = config[0];
+				this.tenantName = config[1];
+				this.userName = config[2];
+			} else {
+				this.clusterName = null;
+				this.tenantName = null;
+				this.userName = username;
+			}
 		}
+
 		this.password = password;
 		parseJdbcUrl(jdbcUrl);
 	}
 
 	private void parseJdbcUrl(final String jdbcUrl) {
-		Pattern pattern = Pattern.compile("//([\\w\\.\\-]+:\\d+)/([\\w]+)\\?");
+		Pattern pattern = Pattern.compile("//([\\w\\.\\-]+:\\d+)/([\\w-]+)\\?");
 		Matcher matcher = pattern.matcher(jdbcUrl);
 		if (matcher.find()) {
 			String ipPort = matcher.group(1);
@@ -51,8 +69,11 @@ public class ServerConnectInfo {
 	}
 
 	public String getFullUserName() {
-		StringBuilder builder = new StringBuilder();
-		builder.append(userName).append("@").append(tenantName).append("#").append(clusterName);
+		StringBuilder builder = new StringBuilder(userName);
+		if (tenantName != null && clusterName != null) {
+			builder.append("@").append(tenantName).append("#").append(clusterName);
+		}
+
 		return builder.toString();
 	}
 }
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index 084acbeb..e6b4a561 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -1,7 +1,27 @@
 package com.alibaba.datax.plugin.writer.oceanbasev10writer.task;
 
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.writer.CommonRdbmsWriter;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.Config;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ConnHolder;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ObClientConnHolder;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ServerConnectInfo;
+import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.ObWriterUtils;
+import com.alipay.oceanbase.obproxy.data.TableEntryKey;
+import com.alipay.oceanbase.obproxy.util.ObPartitionIdCalculator;
+import org.apache.commons.lang3.tuple.Pair;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
 import java.sql.Connection;
-//import java.sql.PreparedStatement;
 import java.sql.PreparedStatement;
 import java.sql.SQLException;
 import java.util.ArrayList;
@@ -16,27 +36,7 @@ import java.util.concurrent.locks.Condition;
 import java.util.concurrent.locks.Lock;
 import java.util.concurrent.locks.ReentrantLock;
 
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ObClientConnHolder;
-import org.apache.commons.lang3.tuple.Pair;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.plugin.RecordReceiver;
-import com.alibaba.datax.common.plugin.TaskPluginCollector;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.rdbms.util.DBUtil;
-import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
-import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
-import com.alibaba.datax.plugin.rdbms.writer.CommonRdbmsWriter;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.Config;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ConnHolder;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.ext.ServerConnectInfo;
-import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.ObWriterUtils;
-import com.alipay.oceanbase.obproxy.data.TableEntryKey;
-import com.alipay.oceanbase.obproxy.util.ObPartitionIdCalculator;
+//import java.sql.PreparedStatement;
 
 public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
     private static final Logger LOG = LoggerFactory.getLogger(ConcurrentTableWriterTask.class);
@@ -62,6 +62,7 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 	private ObPartitionIdCalculator partCalculator = null;
 
 	private HashMap<Long, List<Record>> groupInsertValues;
+	List<Record> unknownPartRecords = new ArrayList<Record>();
 //	private List<Record> unknownPartRecords;
 	private List<Integer> partitionKeyIndexes;
 	
@@ -104,10 +105,14 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 				connectInfo.getFullUserName(), connectInfo.password);
         checkConnHolder.initConnection();
         if (isOracleCompatibleMode) {
-           connectInfo.databaseName =  connectInfo.databaseName.toUpperCase();
-           table = table.toUpperCase();
-           LOG.info(String.format("this is oracle compatible mode, change database to %s, table to %s",
-                   connectInfo.databaseName, table));
+			connectInfo.databaseName = connectInfo.databaseName.toUpperCase();
+			//在转义的情况下不翻译
+			if (!(table.startsWith("\"") && table.endsWith("\""))) {
+				table = table.toUpperCase();
+			}
+
+			LOG.info(String.format("this is oracle compatible mode, change database to %s, table to %s",
+					connectInfo.databaseName, table));
         }
 
         if (config.getBool(Config.USE_PART_CALCULATOR, Config.DEFAULT_USE_PART_CALCULATOR)) {
@@ -150,7 +155,7 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 				partCalculator = new ObPartitionIdCalculator(connectInfo.ipPort, tableEntryKey);
 			} catch (Exception ex) {
 				++retry;
-				LOG.warn("create new part calculator failed, retry ... {}", retry, ex);
+				LOG.warn("create new part calculator failed, retry {}: {}", retry, ex.getMessage());
 			}
 		} while (partCalculator == null && retry < 3); // try 3 times
 	}
@@ -289,20 +294,15 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 	}
 
 	private void addLeftRecords() {
+		//不需要刷新Cache，已经是最后一批数据了
 		for (List<Record> groupValues : groupInsertValues.values()) {
 			if (groupValues.size() > 0 ) {
-				int retry = 0;
-				while (true) {
-					try {
-						concurrentWriter.addBatchRecords(groupValues);
-						break;
-					} catch (InterruptedException e) {
-						retry++;
-						LOG.info("Concurrent table writer is interrupted, retry {}", retry);
-					}
-				}
+				addRecordsToWriteQueue(groupValues);
 			}
 		}
+		if (unknownPartRecords.size() > 0) {
+			addRecordsToWriteQueue(unknownPartRecords);
+		}
 	}
 	
 	private void addRecordToCache(final Record record) {
@@ -326,41 +326,40 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 			}
 			groupValues.add(record);
 			if (groupValues.size() >= batchSize) {
-				int i = 0;
-				while (true) {
-					if (i > 0) {
-						LOG.info("retry add batch record the {} times", i);
-					}
-					try {
-						concurrentWriter.addBatchRecords(groupValues);
-						printEveryTime();
-						break;
-					} catch (InterruptedException e) {
-						LOG.info("Concurrent table writer is interrupted");
-					}
-				}
-				groupValues = new ArrayList<Record>(batchSize);
+				groupValues = addRecordsToWriteQueue(groupValues);
 				groupInsertValues.put(partId, groupValues);
 			}
 		} else {
-			LOG.warn("add unknown part record {}", record);
-			List<Record> unknownPartRecords = new ArrayList<Record>();
+			LOG.debug("add unknown part record {}", record);
 			unknownPartRecords.add(record);
-			int i = 0;
-			while (true) {
-				if (i > 0) {
-					LOG.info("retry add batch record the {} times", i);
-				}
-				try {
-					concurrentWriter.addBatchRecords(unknownPartRecords);
-					break;
-				} catch (InterruptedException e) {
-					LOG.info("Concurrent table writer is interrupted");
-				}
+			if (unknownPartRecords.size() >= batchSize) {
+				unknownPartRecords = addRecordsToWriteQueue(unknownPartRecords);
 			}
+
 		}
 	}
 
+	/**
+	 *
+	 * @param records
+	 * @return 返回一个新的Cache用于存储接下来的数据
+	 */
+	private List<Record> addRecordsToWriteQueue(List<Record> records) {
+		int i = 0;
+		while (true) {
+			if (i > 0) {
+				LOG.info("retry add batch record the {} times", i);
+			}
+			try {
+				concurrentWriter.addBatchRecords(records);
+				break;
+			} catch (InterruptedException e) {
+				i++;
+				LOG.info("Concurrent table writer is interrupted");
+			}
+		}
+		return new ArrayList<Record>(batchSize);
+	}
 	private void checkMemStore() {
 		Connection checkConn = checkConnHolder.reconnect();
 		long now = System.currentTimeMillis();
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java
index 522d91a5..968908ca 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/InsertTask.java
@@ -65,6 +65,7 @@ public class InsertTask implements Runnable {
 		this.writeRecordSql = writeRecordSql;
 		this.isStop = false;
 		this.deleteMeta = deleteMeta;
+		connHolder.initConnection();
 	}
 	
 	void setWriterTask(ConcurrentTableWriterTask writerTask) {
@@ -151,7 +152,6 @@ public class InsertTask implements Runnable {
 
 	public void doMultiInsert(final List<Record> buffer, final boolean printCost, final long restrict) {
 		checkMemstore();
-		connHolder.initConnection();
 		Connection conn = connHolder.getConn();
 		boolean success = false;
 		long cost = 0;
@@ -165,7 +165,6 @@ public class InsertTask implements Runnable {
 					} catch (InterruptedException e) {
 						LOG.info("thread interrupted ..., ignore");
 					}
-					connHolder.initConnection();
 					conn = connHolder.getConn();
 					LOG.info("retry {}, start do batch insert, size={}", i, buffer.size());
 					checkMemstore();
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
index 368c3d17..ff1648a1 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
@@ -11,15 +11,47 @@ import org.slf4j.LoggerFactory;
 
 import java.sql.*;
 import java.util.*;
-import java.util.stream.Collectors;
 
 public class ObWriterUtils {
-	protected static final Logger LOG = LoggerFactory.getLogger(Task.class);
+
+	private static final String MYSQL_KEYWORDS = "ACCESSIBLE,ACCOUNT,ACTION,ADD,AFTER,AGAINST,AGGREGATE,ALGORITHM,ALL,ALTER,ALWAYS,ANALYSE,AND,ANY,AS,ASC,ASCII,ASENSITIVE,AT,AUTO_INCREMENT,AUTOEXTEND_SIZE,AVG,AVG_ROW_LENGTH,BACKUP,BEFORE,BEGIN,BETWEEN,BIGINT,BINARY,BINLOG,BIT,BLOB,BLOCK,BOOL,BOOLEAN,BOTH,BTREE,BY,BYTE,CACHE,CALL,CASCADE,CASCADED,CASE,CATALOG_NAME,CHAIN,CHANGE,CHANGED,CHANNEL,CHAR,CHARACTER,CHARSET,CHECK,CHECKSUM,CIPHER,CLASS_ORIGIN,CLIENT,CLOSE,COALESCE,CODE,COLLATE,COLLATION,COLUMN,COLUMN_FORMAT,COLUMN_NAME,COLUMNS,COMMENT,COMMIT,COMMITTED,COMPACT,COMPLETION,COMPRESSED,COMPRESSION,CONCURRENT,CONDITION,CONNECTION,CONSISTENT,CONSTRAINT,CONSTRAINT_CATALOG,CONSTRAINT_NAME,CONSTRAINT_SCHEMA,CONTAINS,CONTEXT,CONTINUE,CONVERT,CPU,CREATE,CROSS,CUBE,CURRENT,CURRENT_DATE,CURRENT_TIME,CURRENT_TIMESTAMP,CURRENT_USER,CURSOR,CURSOR_NAME,DATA,DATABASE,DATABASES,DATAFILE,DATE,DATETIME,DAY,DAY_HOUR,DAY_MICROSECOND,DAY_MINUTE,DAY_SECOND,DEALLOCATE,DEC,DECIMAL,DECLARE,DEFAULT,DEFAULT_AUTH,DEFINER,DELAY_KEY_WRITE,DELAYED,DELETE,DES_KEY_FILE,DESC,DESCRIBE,DETERMINISTIC,DIAGNOSTICS,DIRECTORY,DISABLE,DISCARD,DISK,DISTINCT,DISTINCTROW,DIV,DO,DOUBLE,DROP,DUAL,DUMPFILE,DUPLICATE,DYNAMIC,EACH,ELSE,ELSEIF,ENABLE,ENCLOSED,ENCRYPTION,END,ENDS,ENGINE,ENGINES,ENUM,ERROR,ERRORS,ESCAPE,ESCAPED,EVENT,EVENTS,EVERY,EXCHANGE,EXECUTE,EXISTS,EXIT,EXPANSION,EXPIRE,EXPLAIN,EXPORT,EXTENDED,EXTENT_SIZE,FAST,FAULTS,FETCH,FIELDS,FILE,FILE_BLOCK_SIZE,FILTER,FIRST,FIXED,FLOAT,FLOAT4,FLOAT8,FLUSH,FOLLOWS,FOR,FORCE,FOREIGN,FORMAT,FOUND,FROM,FULL,FULLTEXT,FUNCTION,GENERAL,GENERATED,GEOMETRY,GEOMETRYCOLLECTION,GET,GET_FORMAT,GLOBAL,GRANT,GRANTS,GROUP,GROUP_REPLICATION,HANDLER,HASH,HAVING,HELP,HIGH_PRIORITY,HOST,HOSTS,HOUR,HOUR_MICROSECOND,HOUR_MINUTE,HOUR_SECOND,IDENTIFIED,IF,IGNORE,IGNORE_SERVER_IDS,IMPORT,IN,INDEX,INDEXES,INFILE,INITIAL_SIZE,INNER,INOUT,INSENSITIVE,INSERT,INSERT_METHOD,INSTALL,INSTANCE,INT,INT1,INT2,INT3,INT4,INT8,INTEGER,INTERVAL,INTO,INVOKER,IO,IO_AFTER_GTIDS,IO_BEFORE_GTIDS,IO_THREAD,IPC,IS,ISOLATION,ISSUER,ITERATE,JOIN,JSON,KEY,KEY_BLOCK_SIZE,KEYS,KILL,LANGUAGE,LAST,LEADING,LEAVE,LEAVES,LEFT,LESS,LEVEL,LIKE,LIMIT,LINEAR,LINES,LINESTRING,LIST,LOAD,LOCAL,LOCALTIME,LOCALTIMESTAMP,LOCK,LOCKS,LOGFILE,LOGS,LONG,LONGBLOB,LONGTEXT,LOOP,LOW_PRIORITY,MASTER,MASTER_AUTO_POSITION,MASTER_BIND,MASTER_CONNECT_RETRY,MASTER_DELAY,MASTER_HEARTBEAT_PERIOD,MASTER_HOST,MASTER_LOG_FILE,MASTER_LOG_POS,MASTER_PASSWORD,MASTER_PORT,MASTER_RETRY_COUNT,MASTER_SERVER_ID,MASTER_SSL,MASTER_SSL_CA,MASTER_SSL_CAPATH,MASTER_SSL_CERT,MASTER_SSL_CIPHER,MASTER_SSL_CRL,MASTER_SSL_CRLPATH,MASTER_SSL_KEY,MASTER_SSL_VERIFY_SERVER_CERT,MASTER_TLS_VERSION,MASTER_USER,MATCH,MAX_CONNECTIONS_PER_HOUR,MAX_QUERIES_PER_HOUR,MAX_ROWS,MAX_SIZE,MAX_STATEMENT_TIME,MAX_UPDATES_PER_HOUR,MAX_USER_CONNECTIONS,MAXVALUE,MEDIUM,MEDIUMBLOB,MEDIUMINT,MEDIUMTEXT,MEMORY,MERGE,MESSAGE_TEXT,MICROSECOND,MIDDLEINT,MIGRATE,MIN_ROWS,MINUTE,MINUTE_MICROSECOND,MINUTE_SECOND,MOD,MODE,MODIFIES,MODIFY,MONTH,MULTILINESTRING,MULTIPOINT,MULTIPOLYGON,MUTEX,MYSQL_ERRNO,NAME,NAMES,NATIONAL,NATURAL,NCHAR,NDB,NDBCLUSTER,NEVER,NEW,NEXT,NO,NO_WAIT,NO_WRITE_TO_BINLOG,NODEGROUP,NONBLOCKING,NONE,NOT,NULL,NUMBER,NUMERIC,NVARCHAR,OFFSET,OLD_PASSWORD,ON,ONE,ONLY,OPEN,OPTIMIZE,OPTIMIZER_COSTS,OPTION,OPTIONALLY,OPTIONS,OR,ORDER,OUT,OUTER,OUTFILE,OWNER,PACK_KEYS,PAGE,PARSE_GCOL_EXPR,PARSER,PARTIAL,PARTITION,PARTITIONING,PARTITIONS,PASSWORD,PHASE,PLUGIN,PLUGIN_DIR,PLUGINS,POINT,POLYGON,PORT,PRECEDES,PRECISION,PREPARE,PRESERVE,PREV,PRIMARY,PRIVILEGES,PROCEDURE,PROCESSLIST,PROFILE,PROFILES,PROXY,PURGE,QUARTER,QUERY,QUICK,RANGE,READ,READ_ONLY,READ_WRITE,READS,REAL,REBUILD,RECOVER,REDO_BUFFER_SIZE,REDOFILE,REDUNDANT,REFERENCES,REGEXP,RELAY,RELAY_LOG_FILE,RELAY_LOG_POS,RELAY_THREAD,RELAYLOG,RELEASE,RELOAD,REMOVE,RENAME,REORGANIZE,REPAIR,REPEAT,REPEATABLE,REPLACE,REPLICATE_DO_DB,REPLICATE_DO_TABLE,REPLICATE_IGNORE_DB,REPLICATE_IGNORE_TABLE,REPLICATE_REWRITE_DB,REPLICATE_WILD_DO_TABLE,REPLICATE_WILD_IGNORE_TABLE,REPLICATION,REQUIRE,RESET,RESIGNAL,RESTORE,RESTRICT,RESUME,RETURN,RETURNED_SQLSTATE,RETURNS,REVERSE,REVOKE,RIGHT,RLIKE,ROLLBACK,ROLLUP,ROTATE,ROUTINE,ROW,ROW_COUNT,ROW_FORMAT,ROWS,RTREE,SAVEPOINT,SCHEDULE,SCHEMA,SCHEMA_NAME,SCHEMAS,SECOND,SECOND_MICROSECOND,SECURITY,SELECT,SENSITIVE,SEPARATOR,SERIAL,SERIALIZABLE,SERVER,SESSION,SET,SHARE,SHOW,SHUTDOWN,SIGNAL,SIGNED,SIMPLE,SLAVE,SLOW,SMALLINT,SNAPSHOT,SOCKET,SOME,SONAME,SOUNDS,SOURCE,SPATIAL,SPECIFIC,SQL,SQL_AFTER_GTIDS,SQL_AFTER_MTS_GAPS,SQL_BEFORE_GTIDS,SQL_BIG_RESULT,SQL_BUFFER_RESULT,SQL_CACHE,SQL_CALC_FOUND_ROWS,SQL_NO_CACHE,SQL_SMALL_RESULT,SQL_THREAD,SQL_TSI_DAY,SQL_TSI_HOUR,SQL_TSI_MINUTE,SQL_TSI_MONTH,SQL_TSI_QUARTER,SQL_TSI_SECOND,SQL_TSI_WEEK,SQL_TSI_YEAR,SQLEXCEPTION,SQLSTATE,SQLWARNING,SSL,STACKED,START,STARTING,STARTS,STATS_AUTO_RECALC,STATS_PERSISTENT,STATS_SAMPLE_PAGES,STATUS,STOP,STORAGE,STORED,STRAIGHT_JOIN,STRING,SUBCLASS_ORIGIN,SUBJECT,SUBPARTITION,SUBPARTITIONS,SUPER,SUSPEND,SWAPS,SWITCHES,TABLE,TABLE_CHECKSUM,TABLE_NAME,TABLES,TABLESPACE,TEMPORARY,TEMPTABLE,TERMINATED,TEXT,THAN,THEN,TIME,TIMESTAMP,TIMESTAMPADD,TIMESTAMPDIFF,TINYBLOB,TINYINT,TINYTEXT,TO,TRAILING,TRANSACTION,TRIGGER,TRIGGERS,TRUNCATE,TYPE,TYPES,UNCOMMITTED,UNDEFINED,UNDO,UNDO_BUFFER_SIZE,UNDOFILE,UNICODE,UNINSTALL,UNION,UNIQUE,UNKNOWN,UNLOCK,UNSIGNED,UNTIL,UPDATE,UPGRADE,USAGE,USE,USE_FRM,USER,USER_RESOURCES,USING,UTC_DATE,UTC_TIME,UTC_TIMESTAMP,VALIDATION,VALUE,VALUES,VARBINARY,VARCHAR,VARCHARACTER,VARIABLES,VARYING,VIEW,VIRTUAL,WAIT,WARNINGS,WEEK,WEIGHT_STRING,WHEN,WHERE,WHILE,WITH,WITHOUT,WORK,WRAPPER,WRITE,X509,XA,XID,XML,XOR,YEAR,YEAR_MONTH,ZEROFILL,FALSE,TRUE";
+	private static final String ORACLE_KEYWORDS = "ACCESS,ADD,ALL,ALTER,AND,ANY,ARRAYLEN,AS,ASC,AUDIT,BETWEEN,BY,CHAR,CHECK,CLUSTER,COLUMN,COMMENT,COMPRESS,CONNECT,CREATE,CURRENT,DATE,DECIMAL,DEFAULT,DELETE,DESC,DISTINCT,DROP,ELSE,EXCLUSIVE,EXISTS,FILE,FLOAT,FOR,FROM,GRANT,GROUP,HAVING,IDENTIFIED,IMMEDIATE,IN,INCREMENT,INDEX,INITIAL,INSERT,INTEGER,INTERSECT,INTO,IS,LEVEL,LIKE,LOCK,LONG,MAXEXTENTS,MINUS,MODE,MODIFY,NOAUDIT,NOCOMPRESS,NOT,NOTFOUND,NOWAIT,NULL,NUMBER,OF,OFFLINE,ON,ONLINE,OPTION,OR,ORDER,PCTFREE,PRIOR,PRIVILEGES,PUBLIC,RAW,RENAME,RESOURCE,REVOKE,ROW,ROWID,ROWLABEL,ROWNUM,ROWS,SELECT,SESSION,SET,SHARE,SIZE,SMALLINT,SQLBUF,START,SUCCESSFUL,SYNONYM,TABLE,THEN,TO,TRIGGER,UID,UNION,UNIQUE,UPDATE,USER,VALIDATE,VALUES,VARCHAR,VARCHAR2,VIEW,WHENEVER,WHERE,WITH";
 
 	private static String CHECK_MEMSTORE = "select 1 from %s.gv$memstore t where t.total>t.mem_limit * ?";
-
+	private static Set<String> databaseKeywords;
 	private static String compatibleMode = null;
+	protected static final Logger LOG = LoggerFactory.getLogger(Task.class);
+	private static Set<String> keywordsFromString2HashSet(final String keywords) {
+		return new HashSet(Arrays.asList(keywords.split(",")));
+	}
 
+	public static String escapeDatabaseKeywords(String keyword) {
+		if (databaseKeywords == null) {
+			if (isOracleMode()) {
+				databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
+			} else {
+				databaseKeywords = keywordsFromString2HashSet(MYSQL_KEYWORDS);
+			}
+		}
+		char escapeChar = isOracleMode() ? '"' : '`';
+		if (databaseKeywords.contains(keyword.toUpperCase())) {
+			keyword = escapeChar + keyword + escapeChar;
+		}
+		return keyword;
+	}
+
+	public static void escapeDatabaseKeywords(List<String> keywords) {
+		for (int i = 0; i < keywords.size(); i++) {
+			keywords.set(i, escapeDatabaseKeywords(keywords.get(i)));
+		}
+	}
+	public static Boolean isEscapeMode(String keyword){
+		if(isOracleMode()){
+			return keyword.startsWith("\"") && keyword.endsWith("\"");
+		}else{
+			return keyword.startsWith("`") && keyword.endsWith("`");
+		}
+	}
 	public static boolean isMemstoreFull(Connection conn, double memstoreThreshold) {
 		PreparedStatement ps = null;
 		ResultSet rs = null;
@@ -70,7 +102,11 @@ public class ObWriterUtils {
 	}
 
 	private static int[] getColumnIndex(List<String> columnsInIndex, List<String> allColumns) {
-		allColumns = allColumns.stream().map(String::toUpperCase).collect(Collectors.toList());
+		for (int i = 0; i < allColumns.size(); i++) {
+			if (!ObWriterUtils.isEscapeMode(allColumns.get(i))) {
+				allColumns.set(i, allColumns.get(i).toUpperCase());
+			}
+		}
 		int[] colIdx = new int[columnsInIndex.size()];
 		for (int i = 0; i < columnsInIndex.size(); i++) {
 			int index = allColumns.indexOf(columnsInIndex.get(i));
@@ -122,7 +158,11 @@ public class ObWriterUtils {
 			rs = stmt.executeQuery(sql);
 			while (rs.next()) {
 				String keyName = rs.getString("Key_name");
-				String columnName = StringUtils.upperCase(rs.getString("Column_name"));
+				String columnName = rs.getString("Column_name");
+				columnName=escapeDatabaseKeywords(columnName);
+				if(!ObWriterUtils.isEscapeMode(columnName)){
+					columnName = columnName.toUpperCase();
+				}
 				List<String> s = uniqueKeys.get(keyName);
 				if (s == null) {
 					s = new ArrayList();
@@ -135,6 +175,7 @@ public class ObWriterUtils {
 		} finally {
 			asyncClose(rs, stmt, null);
 		}
+		//ObWriterUtils.escapeDatabaseKeywords(uniqueKeys);
 		return uniqueKeys;
 	}
 
@@ -291,6 +332,7 @@ public class ObWriterUtils {
 	 * @param e
 	 * @return
 	 */
+
 	public static boolean isFatalError(SQLException e) {
 		String sqlState = e.getSQLState();
 		if (StringUtils.startsWith(sqlState, "08")) {
diff --git a/odpsreader/pom.xml b/odpsreader/pom.xml
index 5762a57b..3f2c4acb 100755
--- a/odpsreader/pom.xml
+++ b/odpsreader/pom.xml
@@ -36,18 +36,18 @@
 			<artifactId>guava</artifactId>
             <version>16.0.1</version>
 		</dependency>
-        <dependency>
-            <groupId>org.bouncycastle</groupId>
-            <artifactId>bcprov-jdk15on</artifactId>
-            <version>1.52</version>
-            <scope>system</scope>
-            <systemPath>${basedir}/src/main/libs/bcprov-jdk15on-1.52.jar</systemPath>
-        </dependency>
-        <dependency>
-            <groupId>com.aliyun.odps</groupId>
-            <artifactId>odps-sdk-core</artifactId>
-            <version>0.20.7-public</version>
-        </dependency>
+		<dependency>
+			<groupId>org.xerial</groupId>
+			<artifactId>sqlite-jdbc</artifactId>
+			<version>3.34.0</version>
+		</dependency>
+
+		<!-- ref:http://odps.alibaba-inc.com/doc/prddoc/odps_sdk_v2/sdk.html -->
+		<dependency>
+			<groupId>com.aliyun.odps</groupId>
+			<artifactId>odps-sdk-core</artifactId>
+			<version>0.38.4-public</version>
+		</dependency>
 
         <dependency>
             <groupId>org.mockito</groupId>
@@ -87,29 +87,22 @@
 			<version>1.4.10</version>
 			<scope>test</scope>
 		</dependency>
-
 		<dependency>
-			<groupId>org.mockito</groupId>
-			<artifactId>mockito-core</artifactId>
-			<version>1.8.5</version>
-			<scope>test</scope>
-		</dependency>
-		<dependency>
-			<groupId>org.powermock</groupId>
-			<artifactId>powermock-api-mockito</artifactId>
-			<version>1.4.10</version>
-			<scope>test</scope>
-		</dependency>
-
-		<dependency>
-			<groupId>org.powermock</groupId>
-			<artifactId>powermock-module-junit4</artifactId>
-			<version>1.4.10</version>
-			<scope>test</scope>
+			<groupId>commons-codec</groupId>
+			<artifactId>commons-codec</artifactId>
+			<version>1.8</version>
 		</dependency>
 	</dependencies>
 
 	<build>
+        <resources>
+            <resource>
+                <directory>src/main/java</directory>
+                <includes>
+                    <include>**/*.properties</include>
+                </includes>
+            </resource>
+        </resources>
 		<plugins>
 			<!-- compiler plugin -->
 			<plugin>
diff --git a/odpsreader/src/main/assembly/package.xml b/odpsreader/src/main/assembly/package.xml
index 9ec3309e..db659a17 100755
--- a/odpsreader/src/main/assembly/package.xml
+++ b/odpsreader/src/main/assembly/package.xml
@@ -23,13 +23,6 @@
 			</includes>
 			<outputDirectory>plugin/reader/odpsreader</outputDirectory>
 		</fileSet>
-        <fileSet>
-            <directory>src/main/libs</directory>
-            <includes>
-                <include>*.*</include>
-            </includes>
-            <outputDirectory>plugin/reader/odpsreader/libs</outputDirectory>
-        </fileSet>
 	</fileSets>
 
 	<dependencySets>
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Constant.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Constant.java
index c3c674dd..dee2ef5c 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Constant.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Constant.java
@@ -31,5 +31,7 @@ public class Constant {
     public static final String PARTITION_COLUMNS = "partitionColumns";
     
     public static final String PARSED_COLUMNS = "parsedColumns";
-    
+
+    public static final String PARTITION_FILTER_HINT =  "/*query*/";
+
 }
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Key.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Key.java
index 9537cb93..2cee65d1 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Key.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Key.java
@@ -5,6 +5,8 @@ public class Key {
     public final static String ACCESS_ID = "accessId";
 
     public final static String ACCESS_KEY = "accessKey";
+    
+    public final static String SECURITY_TOKEN = "securityToken";
 
     public static final String PROJECT = "project";
 
@@ -30,5 +32,14 @@ public class Key {
     public final static String IS_COMPRESS = "isCompress";
 
     public final static String MAX_RETRY_TIME = "maxRetryTime";
+    
+    // 分区不存在时
+    public final static String SUCCESS_ON_NO_PATITION="successOnNoPartition";
 
+    // preSql
+    public final static String PRE_SQL="preSql";
+
+    // postSql
+    public final static String POST_SQL="postSql";
+    
 }
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/LocalStrings.properties b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/LocalStrings.properties
new file mode 100644
index 00000000..ef183002
--- /dev/null
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/LocalStrings.properties
@@ -0,0 +1,64 @@
+description.DATAX_R_ODPS_001=\u7F3A\u5C11\u5FC5\u586B\u53C2\u6570
+description.DATAX_R_ODPS_002=\u914D\u7F6E\u503C\u4E0D\u5408\u6CD5
+description.DATAX_R_ODPS_003=\u521B\u5EFAODPS Session\u5931\u8D25
+description.DATAX_R_ODPS_004=\u83B7\u53D6ODPS Session\u5931\u8D25
+description.DATAX_R_ODPS_005=\u8BFB\u53D6ODPS\u6570\u636E\u5931\u8D25
+description.DATAX_R_ODPS_006=\u83B7\u53D6AK\u5931\u8D25
+description.DATAX_R_ODPS_007=\u8BFB\u53D6\u6570\u636E\u53D1\u751F\u5F02\u5E38
+description.DATAX_R_ODPS_008=\u6253\u5F00RecordReader\u5931\u8D25
+description.DATAX_R_ODPS_009=ODPS\u9879\u76EE\u4E0D\u5B58\u5728
+description.DATAX_R_ODPS_010=\u8868\u4E0D\u5B58\u5728
+description.DATAX_R_ODPS_011=AK\u4E0D\u5B58\u5728
+description.DATAX_R_ODPS_012=AK\u975E\u6CD5
+description.DATAX_R_ODPS_013=AK\u62D2\u7EDD\u8BBF\u95EE
+description.DATAX_R_ODPS_014=splitMode\u914D\u7F6E\u9519\u8BEF
+description.DATAX_R_ODPS_015=ODPS\u8D26\u53F7\u7C7B\u578B\u9519\u8BEF
+description.DATAX_R_ODPS_016=\u4E0D\u652F\u6301\u89C6\u56FE
+description.DATAX_R_ODPS_017=\u5206\u533A\u914D\u7F6E\u9519\u8BEF
+description.DATAX_R_ODPS_018=\u5206\u533A\u4E0D\u5B58\u5728
+description.DATAX_R_ODPS_019=\u6267\u884CODPS SQL\u5931\u8D25
+description.DATAX_R_ODPS_020=\u6267\u884CODPS SQL\u53D1\u751F\u5F02\u5E38
+
+
+solution.DATAX_R_ODPS_001=\u8BF7\u4FEE\u6539\u914D\u7F6E\u6587\u4EF6
+solution.DATAX_R_ODPS_002=\u8BF7\u4FEE\u6539\u914D\u7F6E\u503C
+solution.DATAX_R_ODPS_003=\u8BF7\u786E\u5B9A\u914D\u7F6E\u7684AK\u6216\u8054\u7CFBODPS\u7BA1\u7406\u5458
+solution.DATAX_R_ODPS_004=\u8BF7\u8054\u7CFBODPS\u7BA1\u7406\u5458
+solution.DATAX_R_ODPS_005=\u8BF7\u8054\u7CFBODPS\u7BA1\u7406\u5458
+solution.DATAX_R_ODPS_006=\u8BF7\u786E\u5B9A\u914D\u7F6E\u7684AK
+solution.DATAX_R_ODPS_007=\u8BF7\u8054\u7CFBODPS\u7BA1\u7406\u5458
+solution.DATAX_R_ODPS_008=\u8BF7\u8054\u7CFBODPS\u7BA1\u7406\u5458
+solution.DATAX_R_ODPS_009=\u8BF7\u786E\u5B9A\u914D\u7F6E\u7684\u9879\u76EE\u540D
+solution.DATAX_R_ODPS_010=\u8BF7\u786E\u5B9A\u914D\u7F6E\u7684\u8868\u540D
+solution.DATAX_R_ODPS_011=\u8BF7\u786E\u5B9A\u914D\u7F6E\u7684AK
+solution.DATAX_R_ODPS_012=\u8BF7\u4FEE\u6539AK
+solution.DATAX_R_ODPS_013=\u8BF7\u786E\u5B9AAK\u5728\u9879\u76EE\u4E2D\u7684\u6743\u9650
+solution.DATAX_R_ODPS_014=\u8BF7\u4FEE\u6539splitMode\u503C
+solution.DATAX_R_ODPS_015=\u8BF7\u4FEE\u6539\u8D26\u53F7\u7C7B\u578B
+solution.DATAX_R_ODPS_016=\u8BF7\u4FEE\u6539\u914D\u7F6E\u6587\u4EF6
+solution.DATAX_R_ODPS_017=\u8BF7\u4FEE\u6539\u5206\u533A\u503C
+solution.DATAX_R_ODPS_018=\u8BF7\u4FEE\u6539\u914D\u7F6E\u7684\u5206\u533A\u503C
+solution.DATAX_R_ODPS_019=\u8BF7\u8054\u7CFBODPS\u7BA1\u7406\u5458
+solution.DATAX_R_ODPS_020=\u8BF7\u8054\u7CFBODPS\u7BA1\u7406\u5458
+
+odpsreader.1=\u6E90\u5934\u8868:{0} \u662F\u865A\u62DF\u89C6\u56FE\uFF0CDataX \u4E0D\u652F\u6301\u8BFB\u53D6\u865A\u62DF\u89C6\u56FE.
+odpsreader.2=\u60A8\u6240\u914D\u7F6E\u7684 splitMode:{0} \u4E0D\u6B63\u786E. splitMode \u4EC5\u5141\u8BB8\u914D\u7F6E\u4E3A record \u6216\u8005 partition.
+odpsreader.3=\u5206\u533A\u4FE1\u606F\u6CA1\u6709\u914D\u7F6E.\u7531\u4E8E\u6E90\u5934\u8868:{0} \u4E3A\u5206\u533A\u8868, \u6240\u4EE5\u60A8\u9700\u8981\u914D\u7F6E\u5176\u62BD\u53D6\u7684\u8868\u7684\u5206\u533A\u4FE1\u606F. \u683C\u5F0F\u5F62\u5982:pt=hello,ds=hangzhou\uFF0C\u8BF7\u60A8\u53C2\u8003\u6B64\u683C\u5F0F\u4FEE\u6539\u8BE5\u914D\u7F6E\u9879.
+odpsreader.4=\u5206\u533A\u4FE1\u606F\u914D\u7F6E\u9519\u8BEF.\u6E90\u5934\u8868:{0} \u867D\u7136\u4E3A\u5206\u533A\u8868, \u4F46\u5176\u5B9E\u9645\u5206\u533A\u503C\u5E76\u4E0D\u5B58\u5728. \u8BF7\u786E\u8BA4\u6E90\u5934\u8868\u5DF2\u7ECF\u751F\u6210\u8BE5\u5206\u533A\uFF0C\u518D\u8FDB\u884C\u6570\u636E\u62BD\u53D6.
+odpsreader.5=\u5206\u533A\u914D\u7F6E\u9519\u8BEF\uFF0C\u6839\u636E\u60A8\u6240\u914D\u7F6E\u7684\u5206\u533A\u6CA1\u6709\u5339\u914D\u5230\u6E90\u5934\u8868\u4E2D\u7684\u5206\u533A. \u6E90\u5934\u8868\u6240\u6709\u5206\u533A\u662F:[\n{0}\n], \u60A8\u914D\u7F6E\u7684\u5206\u533A\u662F:[\n{1}\n]. \u8BF7\u60A8\u6839\u636E\u5B9E\u9645\u60C5\u51B5\u518D\u4F5C\u51FA\u4FEE\u6539.
+odpsreader.6=\u5206\u533A\u914D\u7F6E\u9519\u8BEF\uFF0C\u6E90\u5934\u8868:{0} \u4E3A\u975E\u5206\u533A\u8868, \u60A8\u4E0D\u80FD\u914D\u7F6E\u5206\u533A. \u8BF7\u60A8\u5220\u9664\u8BE5\u914D\u7F6E\u9879.
+odpsreader.7=\u6E90\u5934\u8868:{0} \u7684\u6240\u6709\u5206\u533A\u5217\u662F:[{1}]
+odpsreader.8=\u5206\u533A\u914D\u7F6E\u9519\u8BEF, \u60A8\u6240\u914D\u7F6E\u7684\u5206\u533A\u7EA7\u6570\u548C\u8BE5\u8868\u7684\u5B9E\u9645\u60C5\u51B5\u4E0D\u4E00\u81F4, \u6BD4\u5982\u5206\u533A:[{0}] \u662F {1} \u7EA7\u5206\u533A, \u800C\u5206\u533A:[{2}] \u662F {3} \u7EA7\u5206\u533A. DataX \u662F\u901A\u8FC7\u82F1\u6587\u9017\u53F7\u5224\u65AD\u60A8\u6240\u914D\u7F6E\u7684\u5206\u533A\u7EA7\u6570\u7684. \u6B63\u786E\u7684\u683C\u5F0F\u5F62\u5982\"pt=$'{bizdate'}, type=0\" \uFF0C\u8BF7\u60A8\u53C2\u8003\u793A\u4F8B\u4FEE\u6539\u8BE5\u914D\u7F6E\u9879.
+odpsreader.9=\u5206\u533A\u914D\u7F6E\u9519\u8BEF, \u60A8\u6240\u914D\u7F6E\u7684\u5206\u533A:{0} \u7684\u7EA7\u6570:{1} \u4E0E\u60A8\u8981\u8BFB\u53D6\u7684 ODPS \u6E90\u5934\u8868\u7684\u5206\u533A\u7EA7\u6570:{2} \u4E0D\u76F8\u7B49. DataX \u662F\u901A\u8FC7\u82F1\u6587\u9017\u53F7\u5224\u65AD\u60A8\u6240\u914D\u7F6E\u7684\u5206\u533A\u7EA7\u6570\u7684.\u6B63\u786E\u7684\u683C\u5F0F\u5F62\u5982\"pt=$'{bizdate'}, type=0\" \uFF0C\u8BF7\u60A8\u53C2\u8003\u793A\u4F8B\u4FEE\u6539\u8BE5\u914D\u7F6E\u9879.
+odpsreader.10=\u6E90\u5934\u8868:{0} \u7684\u6240\u6709\u5B57\u6BB5\u662F:[{1}]
+odpsreader.11=\u8FD9\u662F\u4E00\u6761\u8B66\u544A\u4FE1\u606F\uFF0C\u60A8\u914D\u7F6E\u7684 ODPS \u8BFB\u53D6\u7684\u5217\u4E3A*\uFF0C\u8FD9\u662F\u4E0D\u63A8\u8350\u7684\u884C\u4E3A\uFF0C\u56E0\u4E3A\u5F53\u60A8\u7684\u8868\u5B57\u6BB5\u4E2A\u6570\u3001\u7C7B\u578B\u6709\u53D8\u52A8\u65F6\uFF0C\u53EF\u80FD\u5F71\u54CD\u4EFB\u52A1\u6B63\u786E\u6027\u751A\u81F3\u4F1A\u8FD0\u884C\u51FA\u9519. \u5EFA\u8BAE\u60A8\u628A\u6240\u6709\u9700\u8981\u62BD\u53D6\u7684\u5217\u90FD\u914D\u7F6E\u4E0A.
+odpsreader.12=\u6E90\u5934\u8868:{0} \u7684\u5206\u533A:{1} \u6CA1\u6709\u5185\u5BB9\u53EF\u62BD\u53D6, \u8BF7\u60A8\u77E5\u6653.
+odpsreader.13=\u6E90\u5934\u8868:{0} \u7684\u5206\u533A:{1} \u8BFB\u53D6\u884C\u6570\u4E3A\u8D1F\u6570, \u8BF7\u8054\u7CFB ODPS \u7BA1\u7406\u5458\u67E5\u770B\u8868\u72B6\u6001!
+odpsreader.14=\u6E90\u5934\u8868:{0} \u7684\u5206\u533A:{1} \u8BFB\u53D6\u5931\u8D25, \u8BF7\u8054\u7CFB ODPS \u7BA1\u7406\u5458\u67E5\u770B\u9519\u8BEF\u8BE6\u60C5.
+
+
+readerproxy.1=odps-read-exception, \u91CD\u8BD5\u7B2C{0}\u6B21
+readerproxy.2=\u60A8\u7684\u5206\u533A [{0}] \u89E3\u6790\u51FA\u73B0\u9519\u8BEF,\u89E3\u6790\u540E\u6B63\u786E\u7684\u914D\u7F6E\u65B9\u5F0F\u7C7B\u4F3C\u4E3A [ pt=1,dt=1 ].
+readerproxy.3=\u8868\u6240\u6709\u5206\u533A\u4FE1\u606F\u4E3A: {0} \u5176\u4E2D\u627E\u4E0D\u5230 [{1}] \u5BF9\u5E94\u7684\u5206\u533A\u503C.
+readerproxy.4=\u60A8\u8BFB\u53D6\u5206\u533A [{0}] \u51FA\u73B0\u65E5\u671F\u8F6C\u6362\u5F02\u5E38, \u65E5\u671F\u7684\u5B57\u7B26\u4E32\u8868\u793A\u4E3A [{1}].
+readerproxy.5=DataX \u62BD\u53D6 ODPS \u6570\u636E\u4E0D\u652F\u6301\u5B57\u6BB5\u7C7B\u578B\u4E3A:[{0}]. \u76EE\u524D\u652F\u6301\u62BD\u53D6\u7684\u5B57\u6BB5\u7C7B\u578B\u6709\uFF1Abigint, boolean, datetime, double, decimal, string. \u60A8\u53EF\u4EE5\u9009\u62E9\u4E0D\u62BD\u53D6 DataX \u4E0D\u652F\u6301\u7684\u5B57\u6BB5\u6216\u8005\u8054\u7CFB ODPS \u7BA1\u7406\u5458\u5BFB\u6C42\u5E2E\u52A9.
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
index f5cf10ca..8cb7ba31 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
@@ -5,44 +5,44 @@ import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.common.spi.Reader;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.FilterUtil;
-import com.alibaba.datax.plugin.reader.odpsreader.util.IdAndKeyUtil;
-import com.alibaba.datax.plugin.reader.odpsreader.util.OdpsSplitUtil;
-import com.alibaba.datax.plugin.reader.odpsreader.util.OdpsUtil;
-import com.aliyun.odps.*;
+import com.alibaba.datax.common.util.MessageSource;
+import com.alibaba.datax.plugin.reader.odpsreader.util.*;
+import com.alibaba.fastjson.JSON;
+import com.aliyun.odps.Column;
+import com.aliyun.odps.Odps;
+import com.aliyun.odps.Table;
+import com.aliyun.odps.TableSchema;
 import com.aliyun.odps.tunnel.TableTunnel.DownloadSession;
-
+import com.aliyun.odps.type.TypeInfo;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.tuple.MutablePair;
 import org.apache.commons.lang3.tuple.Pair;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.ArrayList;
-import java.util.HashMap;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Map;
-import java.util.Set;
+import java.util.*;
 
 public class OdpsReader extends Reader {
     public static class Job extends Reader.Job {
         private static final Logger LOG = LoggerFactory
-                .getLogger(Job.class);
-
-        private static boolean IS_DEBUG = LOG.isDebugEnabled();
+            .getLogger(Job.class);
+        private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(OdpsReaderErrorCode.class, Locale.ENGLISH, MessageSource.timeZone);
 
         private Configuration originalConfig;
+        private boolean successOnNoPartition;
         private Odps odps;
         private Table table;
 
+        @Override
         public void preCheck() {
             this.init();
+            this.prepare();
         }
 
-
         @Override
         public void init() {
             this.originalConfig = super.getPluginJobConf();
+            this.successOnNoPartition = this.originalConfig.getBool(Key.SUCCESS_ON_NO_PATITION, false);
 
             //如果用户没有配置accessId/accessKey,尝试从环境变量获取
             String accountType = originalConfig.getString(Key.ACCOUNT_TYPE, Constant.DEFAULT_ACCOUNT_TYPE);
@@ -59,17 +59,21 @@ public class OdpsReader extends Reader {
             dealSplitMode(this.originalConfig);
 
             this.odps = OdpsUtil.initOdps(this.originalConfig);
+
+        }
+
+        private void initOdpsTableInfo() {
             String tableName = this.originalConfig.getString(Key.TABLE);
             String projectName = this.originalConfig.getString(Key.PROJECT);
 
             this.table = OdpsUtil.getTable(this.odps, projectName, tableName);
             this.originalConfig.set(Constant.IS_PARTITIONED_TABLE,
-                    OdpsUtil.isPartitionedTable(table));
+                OdpsUtil.isPartitionedTable(table));
 
             boolean isVirtualView = this.table.isVirtualView();
             if (isVirtualView) {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.VIRTUAL_VIEW_NOT_SUPPORT,
-                        String.format("源头表:%s 是虚拟视图，DataX 不支持读取虚拟视图.", tableName));
+                    MESSAGE_SOURCE.message("odpsreader.1", tableName));
             }
 
             this.dealPartition(this.table);
@@ -79,11 +83,11 @@ public class OdpsReader extends Reader {
         private void dealSplitMode(Configuration originalConfig) {
             String splitMode = originalConfig.getString(Key.SPLIT_MODE, Constant.DEFAULT_SPLIT_MODE).trim();
             if (splitMode.equalsIgnoreCase(Constant.DEFAULT_SPLIT_MODE) ||
-                    splitMode.equalsIgnoreCase(Constant.PARTITION_SPLIT_MODE)) {
+                splitMode.equalsIgnoreCase(Constant.PARTITION_SPLIT_MODE)) {
                 originalConfig.set(Key.SPLIT_MODE, splitMode);
             } else {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.SPLIT_MODE_ERROR,
-                        String.format("您所配置的 splitMode:%s 不正确. splitMode 仅允许配置为 record 或者 partition.", splitMode));
+                    MESSAGE_SOURCE.message("odpsreader.2", splitMode));
             }
         }
 
@@ -98,7 +102,7 @@ public class OdpsReader extends Reader {
          */
         private void dealPartition(Table table) {
             List<String> userConfiguredPartitions = this.originalConfig.getList(
-                    Key.PARTITION, String.class);
+                Key.PARTITION, String.class);
 
             boolean isPartitionedTable = this.originalConfig.getBool(Constant.IS_PARTITIONED_TABLE);
             List<String> partitionColumns = new ArrayList<String>();
@@ -107,60 +111,140 @@ public class OdpsReader extends Reader {
                 // 分区表，需要配置分区
                 if (null == userConfiguredPartitions || userConfiguredPartitions.isEmpty()) {
                     throw DataXException.asDataXException(OdpsReaderErrorCode.PARTITION_ERROR,
-                            String.format("分区信息没有配置.由于源头表:%s 为分区表, 所以您需要配置其抽取的表的分区信息. 格式形如:pt=hello,ds=hangzhou，请您参考此格式修改该配置项.",
-                                    table.getName()));
+                        MESSAGE_SOURCE.message("odpsreader.3", table.getName()));
                 } else {
-                    List<String> allPartitions = OdpsUtil.getTableAllPartitions(table);
-
-                    if (null == allPartitions || allPartitions.isEmpty()) {
-                        throw DataXException.asDataXException(OdpsReaderErrorCode.PARTITION_ERROR,
-                                String.format("分区信息配置错误.源头表:%s 虽然为分区表, 但其实际分区值并不存在. 请确认源头表已经生成该分区，再进行数据抽取.",
-                                        table.getName()));
-                    }
-
-                    List<String> parsedPartitions = expandUserConfiguredPartition(
-                            allPartitions, userConfiguredPartitions);
-
-                    if (null == parsedPartitions || parsedPartitions.isEmpty()) {
-                        throw DataXException.asDataXException(
-                                OdpsReaderErrorCode.PARTITION_ERROR,
-                                String.format(
-                                        "分区配置错误，根据您所配置的分区没有匹配到源头表中的分区. 源头表所有分区是:[\n%s\n], 您配置的分区是:[\n%s\n]. 请您根据实际情况在作出修改. ",
-                                        StringUtils.join(allPartitions, "\n"),
-                                        StringUtils.join(userConfiguredPartitions, "\n")));
-                    }
-                    this.originalConfig.set(Key.PARTITION, parsedPartitions);
-                    
-                    for (Column column : table.getSchema()
-                            .getPartitionColumns()) {
+                    // 获取分区列名, 支持用户配置分区列同步
+                    for (Column column : table.getSchema().getPartitionColumns()) {
                         partitionColumns.add(column.getName());
                     }
+
+                    List<String> allPartitions = OdpsUtil.getTableAllPartitions(table);
+
+                    List<String> parsedPartitions = expandUserConfiguredPartition(
+                        table, allPartitions, userConfiguredPartitions, partitionColumns.size());
+                    if (null == parsedPartitions || parsedPartitions.isEmpty()) {
+                        if (!this.successOnNoPartition) {
+                            // PARTITION_NOT_EXISTS_ERROR 这个异常ErrorCode在AdsWriter有使用，用户判断空分区Load Data任务不报错
+                            // 其他类型的异常不要使用这个错误码
+                            throw DataXException.asDataXException(
+                                OdpsReaderErrorCode.PARTITION_NOT_EXISTS_ERROR,
+                                MESSAGE_SOURCE.message("odpsreader.5",
+                                    StringUtils.join(allPartitions, "\n"),
+                                    StringUtils.join(userConfiguredPartitions, "\n")));
+                        } else {
+                            LOG.warn(
+                                String.format(
+                                    "The partition configuration is wrong, " +
+                                            "but you have configured the successOnNoPartition to be true to ignore the error. " +
+                                            "According to the partition you have configured, it does not match the partition in the source table. " +
+                                            "All the partitions in the source table are:[\n%s\n], the partition you configured is:[\n%s\n]. " +
+                                            "please revise it according to the actual situation.",
+                                    StringUtils.join(allPartitions, "\n"),
+                                    StringUtils.join(userConfiguredPartitions, "\n")));
+                        }
+                    }
+                    LOG.info(String
+                        .format("expand user configured partitions are : %s", JSON.toJSONString(parsedPartitions)));
+                    this.originalConfig.set(Key.PARTITION, parsedPartitions);
                 }
             } else {
                 // 非分区表，则不能配置分区
                 if (null != userConfiguredPartitions
-                        && !userConfiguredPartitions.isEmpty()) {
+                    && !userConfiguredPartitions.isEmpty()) {
                     throw DataXException.asDataXException(OdpsReaderErrorCode.PARTITION_ERROR,
-                            String.format("分区配置错误，源头表:%s 为非分区表, 您不能配置分区. 请您删除该配置项. ", table.getName()));
+                        MESSAGE_SOURCE.message("odpsreader.6", table.getName()));
                 }
             }
-            
+
             this.originalConfig.set(Constant.PARTITION_COLUMNS, partitionColumns);
             if (isPartitionedTable) {
-                LOG.info("{源头表:{} 的所有分区列是:[{}]}", table.getName(),
-                        StringUtils.join(partitionColumns, ","));
+                LOG.info(MESSAGE_SOURCE.message("odpsreader.7", table.getName(),
+                    StringUtils.join(partitionColumns, ",")));
             }
         }
 
-        private List<String> expandUserConfiguredPartition(
-                List<String> allPartitions, List<String> userConfiguredPartitions) {
+        /**
+         * 将用户配置的分区(可能是直接的分区配置 dt=20170101, 可能是简单正则dt=201701*, 也可能是区间过滤条件 dt>=20170101 and dt<20170130) 和ODPS
+         * table所有的分区进行匹配,过滤出用户希望同步的分区集合
+         *
+         * @param table                       odps table
+         * @param allPartitions               odps table所有的分区
+         * @param userConfiguredPartitions    用户配置的分区
+         * @param tableOriginalPartitionDepth odps table分区级数(一级分区,二级分区,三级分区等)
+         * @return 返回过滤出的分区
+         */
+        private List<String> expandUserConfiguredPartition(Table table,
+                                                           List<String> allPartitions,
+                                                           List<String> userConfiguredPartitions,
+                                                           int tableOriginalPartitionDepth) {
+
+            UserConfiguredPartitionClassification userConfiguredPartitionClassification = OdpsUtil
+                .classifyUserConfiguredPartitions(userConfiguredPartitions);
+
+            if (userConfiguredPartitionClassification.isIncludeHintPartition()) {
+                List<String> expandUserConfiguredPartitionResult = new ArrayList<String>();
+
+                // 处理不包含/*query*/的分区过滤
+                if (!userConfiguredPartitionClassification.getUserConfiguredNormalPartition().isEmpty()) {
+                    expandUserConfiguredPartitionResult.addAll(expandNoHintUserConfiguredPartition(allPartitions,
+                        userConfiguredPartitionClassification.getUserConfiguredNormalPartition(),
+                        tableOriginalPartitionDepth));
+                }
+                if (!allPartitions.isEmpty()) {
+                    expandUserConfiguredPartitionResult.addAll(expandHintUserConfiguredPartition(table,
+                        allPartitions, userConfiguredPartitionClassification.getUserConfiguredHintPartition()));
+                }
+                return expandUserConfiguredPartitionResult;
+            } else {
+                return expandNoHintUserConfiguredPartition(allPartitions, userConfiguredPartitions,
+                    tableOriginalPartitionDepth);
+            }
+        }
+
+        /**
+         * 匹配包含 HINT 条件的过滤
+         *
+         * @param table                        odps table
+         * @param allPartitions                odps table所有的分区
+         * @param userHintConfiguredPartitions 用户配置的分区
+         * @return 返回过滤出的分区
+         */
+        private List<String> expandHintUserConfiguredPartition(Table table,
+                                                               List<String> allPartitions,
+                                                               List<String> userHintConfiguredPartitions) {
+            try {
+                // load odps table all partitions into sqlite memory database
+                SqliteUtil sqliteUtil = new SqliteUtil();
+                sqliteUtil.loadAllPartitionsIntoSqlite(table, allPartitions);
+                return sqliteUtil.selectUserConfiguredPartition(userHintConfiguredPartitions);
+            } catch (Exception ex) {
+                throw DataXException.asDataXException(OdpsReaderErrorCode.PARTITION_ERROR,
+                    String.format("Expand user configured partition has exception: %s", ex.getMessage()), ex);
+            }
+        }
+
+        /**
+         * 匹配没有 HINT 条件的过滤,包括 简单正则匹配(dt=201701*) 和 直接匹配(dt=20170101)
+         *
+         * @param allPartitions                  odps table所有的分区
+         * @param userNormalConfiguredPartitions 用户配置的分区
+         * @param tableOriginalPartitionDepth    odps table分区级数(一级分区,二级分区,三级分区等)
+         * @return 返回过滤出的分区
+         */
+        private List<String> expandNoHintUserConfiguredPartition(List<String> allPartitions,
+                                                                 List<String> userNormalConfiguredPartitions,
+                                                                 int tableOriginalPartitionDepth) {
             // 对odps 本身的所有分区进行特殊字符的处理
+            LOG.info("format partition with rules:  remove all space;  remove all ';  replace / to ,");
+            // 表里面已有分区量比较大，有些任务无关，没有打印
             List<String> allStandardPartitions = OdpsUtil
-                    .formatPartitions(allPartitions);
+                .formatPartitions(allPartitions);
 
             // 对用户自身配置的所有分区进行特殊字符的处理
             List<String> allStandardUserConfiguredPartitions = OdpsUtil
-                    .formatPartitions(userConfiguredPartitions);
+                .formatPartitions(userNormalConfiguredPartitions);
+            LOG.info("user configured partition: {}", JSON.toJSONString(userNormalConfiguredPartitions));
+            LOG.info("formated partition: {}", JSON.toJSONString(allStandardUserConfiguredPartitions));
 
             /**
              *  对配置的分区级数(深度)进行检查
@@ -177,20 +261,20 @@ public class OdpsReader extends Reader {
                 comparedPartitionDepth = comparedPartition.split(",").length;
                 if (comparedPartitionDepth != firstPartitionDepth) {
                     throw DataXException.asDataXException(OdpsReaderErrorCode.PARTITION_ERROR,
-                            String.format("分区配置错误, 您所配置的分区级数和该表的实际情况不一致, 比如分区:[%s] 是 %s 级分区, 而分区:[%s] 是 %s 级分区. DataX 是通过英文逗号判断您所配置的分区级数的. 正确的格式形如\"pt=${bizdate}, type=0\" ，请您参考示例修改该配置项. ",
-                                    firstPartition, firstPartitionDepth, comparedPartition, comparedPartitionDepth));
+                        MESSAGE_SOURCE
+                            .message("odpsreader.8", firstPartition, firstPartitionDepth, comparedPartition,
+                                comparedPartitionDepth));
                 }
             }
 
-            int tableOriginalPartitionDepth = allStandardPartitions.get(0).split(",").length;
             if (firstPartitionDepth != tableOriginalPartitionDepth) {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.PARTITION_ERROR,
-                        String.format("分区配置错误, 您所配置的分区:%s 的级数:%s 与您要读取的 ODPS 源头表的分区级数:%s 不相等. DataX 是通过英文逗号判断您所配置的分区级数的.正确的格式形如\"pt=${bizdate}, type=0\" ，请您参考示例修改该配置项.",
-                                firstPartition, firstPartitionDepth, tableOriginalPartitionDepth));
+                    MESSAGE_SOURCE
+                        .message("odpsreader.9", firstPartition, firstPartitionDepth, tableOriginalPartitionDepth));
             }
 
             List<String> retPartitions = FilterUtil.filterByRegulars(allStandardPartitions,
-                    allStandardUserConfiguredPartitions);
+                allStandardUserConfiguredPartitions);
 
             return retPartitions;
         }
@@ -198,11 +282,11 @@ public class OdpsReader extends Reader {
         private void dealColumn(Table table) {
             // 用户配置的 column 之前已经确保其不为空
             List<String> userConfiguredColumns = this.originalConfig.getList(
-                    Key.COLUMN, String.class);
+                Key.COLUMN, String.class);
 
             List<Column> allColumns = OdpsUtil.getTableAllColumns(table);
             List<String> allNormalColumns = OdpsUtil
-                    .getTableOriginalColumnNameList(allColumns);
+                .getTableOriginalColumnNameList(allColumns);
 
             StringBuilder columnMeta = new StringBuilder();
             for (Column column : allColumns) {
@@ -210,26 +294,26 @@ public class OdpsReader extends Reader {
             }
             columnMeta.setLength(columnMeta.length() - 1);
 
-            LOG.info("源头表:{} 的所有字段是:[{}]", table.getName(), columnMeta.toString());
+            LOG.info(MESSAGE_SOURCE.message("odpsreader.10", table.getName(), columnMeta.toString()));
 
             if (1 == userConfiguredColumns.size()
-                    && "*".equals(userConfiguredColumns.get(0))) {
-                LOG.warn("这是一条警告信息，您配置的 ODPS 读取的列为*，这是不推荐的行为，因为当您的表字段个数、类型有变动时，可能影响任务正确性甚至会运行出错. 建议您把所有需要抽取的列都配置上. ");
+                && "*".equals(userConfiguredColumns.get(0))) {
+                LOG.warn(MESSAGE_SOURCE.message("odpsreader.11"));
                 this.originalConfig.set(Key.COLUMN, allNormalColumns);
             }
 
             userConfiguredColumns = this.originalConfig.getList(
-                    Key.COLUMN, String.class);
+                Key.COLUMN, String.class);
 
             /**
              * warn: 字符串常量需要与表原生字段tableOriginalColumnNameList 分开存放 demo:
              * ["id","'id'","name"]
              */
             List<String> allPartitionColumns = this.originalConfig.getList(
-                    Constant.PARTITION_COLUMNS, String.class);
+                Constant.PARTITION_COLUMNS, String.class);
             List<Pair<String, ColumnType>> parsedColumns = OdpsUtil
-                    .parseColumns(allNormalColumns, allPartitionColumns,
-                            userConfiguredColumns);
+                .parseColumns(allNormalColumns, allPartitionColumns,
+                    userConfiguredColumns);
 
             this.originalConfig.set(Constant.PARSED_COLUMNS, parsedColumns);
 
@@ -238,7 +322,7 @@ public class OdpsReader extends Reader {
             for (int i = 0, len = parsedColumns.size(); i < len; i++) {
                 Pair<String, ColumnType> pair = parsedColumns.get(i);
                 sb.append(String.format(" %s : %s", pair.getLeft(),
-                        pair.getRight()));
+                    pair.getRight()));
                 if (i != len - 1) {
                     sb.append(",");
                 }
@@ -247,9 +331,36 @@ public class OdpsReader extends Reader {
             LOG.info("parsed column details: {} .", sb.toString());
         }
 
-
         @Override
         public void prepare() {
+            List<String> preSqls = this.originalConfig.getList(Key.PRE_SQL, String.class);
+            if (preSqls != null && !preSqls.isEmpty()) {
+                LOG.info(
+                    String.format("Beigin to exectue preSql : %s. \n Attention: these preSqls must be idempotent!!!",
+                        JSON.toJSONString(preSqls)));
+                long beginTime = System.currentTimeMillis();
+
+                StringBuffer preSqlBuffer = new StringBuffer();
+                for (String preSql : preSqls) {
+                    preSql = preSql.trim();
+                    if (StringUtils.isNotBlank(preSql) && !preSql.endsWith(";")) {
+                        preSql = String.format("%s;", preSql);
+                    }
+                    if (StringUtils.isNotBlank(preSql)) {
+                        preSqlBuffer.append(preSql);
+                    }
+                }
+                if (StringUtils.isNotBlank(preSqlBuffer.toString())) {
+                    OdpsUtil.runSqlTaskWithRetry(this.odps, preSqlBuffer.toString(), "preSql");
+                } else {
+                    LOG.info("skip to execute the preSql: {}", JSON.toJSONString(preSqls));
+                }
+                long endTime = System.currentTimeMillis();
+
+                LOG.info(
+                    String.format("Exectue odpsreader preSql successfully! cost time: %s ms.", (endTime - beginTime)));
+            }
+            this.initOdpsTableInfo();
         }
 
         @Override
@@ -259,6 +370,33 @@ public class OdpsReader extends Reader {
 
         @Override
         public void post() {
+            List<String> postSqls = this.originalConfig.getList(Key.POST_SQL, String.class);
+
+            if (postSqls != null && !postSqls.isEmpty()) {
+                LOG.info(
+                    String.format("Beigin to exectue postSql : %s. \n Attention: these postSqls must be idempotent!!!",
+                        JSON.toJSONString(postSqls)));
+                long beginTime = System.currentTimeMillis();
+                StringBuffer postSqlBuffer = new StringBuffer();
+                for (String postSql : postSqls) {
+                    postSql = postSql.trim();
+                    if (StringUtils.isNotBlank(postSql) && !postSql.endsWith(";")) {
+                        postSql = String.format("%s;", postSql);
+                    }
+                    if (StringUtils.isNotBlank(postSql)) {
+                        postSqlBuffer.append(postSql);
+                    }
+                }
+                if (StringUtils.isNotBlank(postSqlBuffer.toString())) {
+                    OdpsUtil.runSqlTaskWithRetry(this.odps, postSqlBuffer.toString(), "postSql");
+                } else {
+                    LOG.info("skip to execute the postSql: {}", JSON.toJSONString(postSqls));
+                }
+
+                long endTime = System.currentTimeMillis();
+                LOG.info(
+                    String.format("Exectue odpsreader postSql successfully! cost time: %s ms.", (endTime - beginTime)));
+            }
         }
 
         @Override
@@ -268,6 +406,7 @@ public class OdpsReader extends Reader {
 
     public static class Task extends Reader.Task {
         private static final Logger LOG = LoggerFactory.getLogger(Task.class);
+        private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(OdpsReader.class);
         private Configuration readerSliceConf;
 
         private String tunnelServer;
@@ -278,32 +417,35 @@ public class OdpsReader extends Reader {
         private boolean isPartitionedTable;
         private String sessionId;
         private boolean isCompress;
+        private boolean successOnNoPartition;
 
         @Override
         public void init() {
             this.readerSliceConf = super.getPluginJobConf();
             this.tunnelServer = this.readerSliceConf.getString(
-                    Key.TUNNEL_SERVER, null);
+                Key.TUNNEL_SERVER, null);
 
             this.odps = OdpsUtil.initOdps(this.readerSliceConf);
             this.projectName = this.readerSliceConf.getString(Key.PROJECT);
             this.tableName = this.readerSliceConf.getString(Key.TABLE);
             this.table = OdpsUtil.getTable(this.odps, projectName, tableName);
             this.isPartitionedTable = this.readerSliceConf
-                    .getBool(Constant.IS_PARTITIONED_TABLE);
+                .getBool(Constant.IS_PARTITIONED_TABLE);
             this.sessionId = this.readerSliceConf.getString(Constant.SESSION_ID, null);
-
-
-
             this.isCompress = this.readerSliceConf.getBool(Key.IS_COMPRESS, false);
+            this.successOnNoPartition = this.readerSliceConf.getBool(Key.SUCCESS_ON_NO_PATITION, false);
 
             // sessionId 为空的情况是：切分级别只到 partition 的情况
-            if (StringUtils.isBlank(this.sessionId)) {
+            String partition = this.readerSliceConf.getString(Key.PARTITION);
+
+            // 没有分区读取时, 是没有sessionId这些的
+            if (this.isPartitionedTable && StringUtils.isBlank(partition) && this.successOnNoPartition) {
+                LOG.warn("Partition is blank, but you config successOnNoPartition[true] ,don't need to create session");
+            } else if (StringUtils.isBlank(this.sessionId)) {
                 DownloadSession session = OdpsUtil.createMasterSessionForPartitionedTable(odps,
-                        tunnelServer, projectName, tableName, this.readerSliceConf.getString(Key.PARTITION));
+                    tunnelServer, projectName, tableName, this.readerSliceConf.getString(Key.PARTITION));
                 this.sessionId = session.getId();
             }
-
             LOG.info("sessionId:{}", this.sessionId);
         }
 
@@ -316,68 +458,72 @@ public class OdpsReader extends Reader {
             DownloadSession downloadSession = null;
             String partition = this.readerSliceConf.getString(Key.PARTITION);
 
+            if (this.isPartitionedTable && StringUtils.isBlank(partition) && this.successOnNoPartition) {
+                LOG.warn(String.format(
+                    "Partition is blank,not need to be read"));
+                recordSender.flush();
+                return;
+            }
+
             if (this.isPartitionedTable) {
                 downloadSession = OdpsUtil.getSlaveSessionForPartitionedTable(this.odps, this.sessionId,
-                        this.tunnelServer, this.projectName, this.tableName, partition);
+                    this.tunnelServer, this.projectName, this.tableName, partition);
             } else {
                 downloadSession = OdpsUtil.getSlaveSessionForNonPartitionedTable(this.odps, this.sessionId,
-                        this.tunnelServer, this.projectName, this.tableName);
+                    this.tunnelServer, this.projectName, this.tableName);
             }
 
             long start = this.readerSliceConf.getLong(Constant.START_INDEX, 0);
             long count = this.readerSliceConf.getLong(Constant.STEP_COUNT,
-                    downloadSession.getRecordCount());
+                downloadSession.getRecordCount());
 
             if (count > 0) {
                 LOG.info(String.format(
-                        "Begin to read ODPS table:%s, partition:%s, startIndex:%s, count:%s.",
-                        this.tableName, partition, start, count));
+                    "Begin to read ODPS table:%s, partition:%s, startIndex:%s, count:%s.",
+                    this.tableName, partition, start, count));
             } else if (count == 0) {
-                LOG.warn(String.format("源头表:%s 的分区:%s 没有内容可抽取, 请您知晓.",
-                        this.tableName, partition));
+                LOG.warn(MESSAGE_SOURCE.message("odpsreader.12", this.tableName, partition));
                 return;
             } else {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.READ_DATA_FAIL,
-                        String.format("源头表:%s 的分区:%s  读取行数为负数, 请联系 ODPS 管理员查看表状态!",
-                                this.tableName, partition));
+                    MESSAGE_SOURCE.message("odpsreader.13", this.tableName, partition));
             }
-            
+
             TableSchema tableSchema = this.table.getSchema();
             Set<Column> allColumns = new HashSet<Column>();
             allColumns.addAll(tableSchema.getColumns());
             allColumns.addAll(tableSchema.getPartitionColumns());
 
-            Map<String, OdpsType> columnTypeMap = new HashMap<String, OdpsType>();
+            Map<String, TypeInfo> columnTypeMap = new HashMap<String, TypeInfo>();
             for (Column column : allColumns) {
-                columnTypeMap.put(column.getName(), column.getType());
+                columnTypeMap.put(column.getName(), column.getTypeInfo());
             }
 
             try {
                 List<Configuration> parsedColumnsTmp = this.readerSliceConf
-                        .getListConfiguration(Constant.PARSED_COLUMNS);
+                    .getListConfiguration(Constant.PARSED_COLUMNS);
                 List<Pair<String, ColumnType>> parsedColumns = new ArrayList<Pair<String, ColumnType>>();
                 for (int i = 0; i < parsedColumnsTmp.size(); i++) {
                     Configuration eachColumnConfig = parsedColumnsTmp.get(i);
                     String columnName = eachColumnConfig.getString("left");
                     ColumnType columnType = ColumnType
-                            .asColumnType(eachColumnConfig.getString("right"));
+                        .asColumnType(eachColumnConfig.getString("right"));
                     parsedColumns.add(new MutablePair<String, ColumnType>(
-                            columnName, columnType));
+                        columnName, columnType));
 
                 }
                 ReaderProxy readerProxy = new ReaderProxy(recordSender, downloadSession,
                         columnTypeMap, parsedColumns, partition, this.isPartitionedTable,
-                        start, count, this.isCompress);
+                        start, count, this.isCompress, this.readerSliceConf);
 
                 readerProxy.doRead();
             } catch (Exception e) {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.READ_DATA_FAIL,
-                        String.format("源头表:%s 的分区:%s 读取失败, 请联系 ODPS 管理员查看错误详情.", this.tableName, partition), e);
+                    MESSAGE_SOURCE.message("odpsreader.14", this.tableName, partition), e);
             }
 
         }
 
-
         @Override
         public void post() {
         }
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReaderErrorCode.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReaderErrorCode.java
index cdda6ac8..8311d4ef 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReaderErrorCode.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReaderErrorCode.java
@@ -1,45 +1,53 @@
 package com.alibaba.datax.plugin.reader.odpsreader;
 
 import com.alibaba.datax.common.spi.ErrorCode;
+import com.alibaba.datax.common.util.MessageSource;
 
 public enum OdpsReaderErrorCode implements ErrorCode {
-    REQUIRED_VALUE("OdpsReader-00", "您缺失了必须填写的参数值."),
-    ILLEGAL_VALUE("OdpsReader-01", "您配置的值不合法."),
-    CREATE_DOWNLOADSESSION_FAIL("OdpsReader-03", "创建 ODPS 的 downloadSession 失败."),
-    GET_DOWNLOADSESSION_FAIL("OdpsReader-04", "获取 ODPS 的 downloadSession 失败."),
-    READ_DATA_FAIL("OdpsReader-05", "读取 ODPS 源头表失败."),
-    GET_ID_KEY_FAIL("OdpsReader-06", "获取 accessId/accessKey 失败."),
+    REQUIRED_VALUE("DATAX_R_ODPS_001", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_001"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_001")),
+    ILLEGAL_VALUE("DATAX_R_ODPS_002", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_002"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_002")),
+    CREATE_DOWNLOADSESSION_FAIL("DATAX_R_ODPS_003", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_003"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_003")),
+    GET_DOWNLOADSESSION_FAIL("DATAX_R_ODPS_004", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_004"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_004")),
+    READ_DATA_FAIL("DATAX_R_ODPS_005", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_005"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_005")),
+    GET_ID_KEY_FAIL("DATAX_R_ODPS_006", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_006"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_006")),
 
-    ODPS_READ_EXCEPTION("OdpsReader-07", "读取 odps 异常"),
-    OPEN_RECORD_READER_FAILED("OdpsReader-08", "打开 recordReader 失败."),
+    ODPS_READ_EXCEPTION("DATAX_R_ODPS_007", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_007"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_007")),
+    OPEN_RECORD_READER_FAILED("DATAX_R_ODPS_008", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_008"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_008")),
 
-    ODPS_PROJECT_NOT_FOUNT("OdpsReader-10", "您配置的值不合法, odps project 不存在."),  //ODPS-0420111: Project not found
+    ODPS_PROJECT_NOT_FOUNT("DATAX_R_ODPS_009", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_009"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_009")),  //ODPS-0420111: Project not found
 
-    ODPS_TABLE_NOT_FOUNT("OdpsReader-12", "您配置的值不合法, odps table 不存在."), // ODPS-0130131:Table not found
+    ODPS_TABLE_NOT_FOUNT("DATAX_R_ODPS_010", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_010"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_010")), // ODPS-0130131:Table not found
 
-    ODPS_ACCESS_KEY_ID_NOT_FOUND("OdpsReader-13", "您配置的值不合法, odps accessId,accessKey 不存在."), //ODPS-0410051:Invalid credentials - accessKeyId not found
+    ODPS_ACCESS_KEY_ID_NOT_FOUND("DATAX_R_ODPS_011", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_011"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_011")), //ODPS-0410051:Invalid credentials - accessKeyId not found
 
-    ODPS_ACCESS_KEY_INVALID("OdpsReader-14", "您配置的值不合法, odps accessKey 错误."), //ODPS-0410042:Invalid signature value - User signature dose not match
+    ODPS_ACCESS_KEY_INVALID("DATAX_R_ODPS_012", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_012"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_012")), //ODPS-0410042:Invalid signature value - User signature dose not match
 
-    ODPS_ACCESS_DENY("OdpsReader-15", "拒绝访问, 您不在 您配置的 project 中."), //ODPS-0420095: Access Denied - Authorization Failed [4002], You doesn't exist in project
+    ODPS_ACCESS_DENY("DATAX_R_ODPS_013", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_013"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_013")), //ODPS-0420095: Access Denied - Authorization Failed [4002], You doesn't exist in project
 
 
 
-    SPLIT_MODE_ERROR("OdpsReader-30", "splitMode配置错误."),
+    SPLIT_MODE_ERROR("DATAX_R_ODPS_014", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_014"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_014")),
 
-    ACCOUNT_TYPE_ERROR("OdpsReader-31", "odps 账号类型错误."),
+    ACCOUNT_TYPE_ERROR("DATAX_R_ODPS_015", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_015"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_015")),
 
-    VIRTUAL_VIEW_NOT_SUPPORT("OdpsReader-32", "Datax 不支持 读取虚拟视图."),
+    VIRTUAL_VIEW_NOT_SUPPORT("DATAX_R_ODPS_016", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_016"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_016")),
 
-    PARTITION_ERROR("OdpsReader-33", "分区配置错误."),
+    PARTITION_ERROR("DATAX_R_ODPS_017", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_017"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_017")),
 
+    PARTITION_NOT_EXISTS_ERROR("DATAX_R_ODPS_018", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_018"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_018")),
+
+    RUN_SQL_FAILED("DATAX_R_ODPS_019", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_019"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_019")),
+
+    RUN_SQL_ODPS_EXCEPTION("DATAX_R_ODPS_020", MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("description.DATAX_R_ODPS_020"),MessageSource.loadResourceBundle(OdpsReaderErrorCode.class).message("solution.DATAX_R_ODPS_020")),
     ;
     private final String code;
     private final String description;
+    private final String solution;
 
-    private OdpsReaderErrorCode(String code, String description) {
+    private OdpsReaderErrorCode(String code, String description,String solution) {
         this.code = code;
         this.description = description;
+        this.solution = solution;
     }
 
     @Override
@@ -52,9 +60,12 @@ public enum OdpsReaderErrorCode implements ErrorCode {
         return this.description;
     }
 
+    public String getSolution() {
+        return solution;
+    }
+
     @Override
     public String toString() {
-        return String.format("Code:[%s], Description:[%s]. ", this.code,
-                this.description);
+        return String.format("Code:%s:%s, Solution:[%s]. ", this.code,this.description,this.solution);
     }
 }
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java
index 8e069ef5..31d0d605 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java
@@ -3,28 +3,37 @@ package com.alibaba.datax.plugin.reader.odpsreader;
 import com.alibaba.datax.common.element.*;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordSender;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.plugin.reader.odpsreader.util.OdpsUtil;
+import com.alibaba.fastjson.JSON;
+import com.aliyun.odps.Column;
 import com.aliyun.odps.OdpsType;
+import com.aliyun.odps.data.*;
 import com.aliyun.odps.data.Record;
-import com.aliyun.odps.data.RecordReader;
 import com.aliyun.odps.tunnel.TableTunnel;
+import com.aliyun.odps.type.ArrayTypeInfo;
+import com.aliyun.odps.type.MapTypeInfo;
+import com.aliyun.odps.type.TypeInfo;
+import org.apache.commons.codec.binary.Base64;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.tuple.Pair;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.text.ParseException;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
+import java.text.SimpleDateFormat;
+import java.util.*;
 
 public class ReaderProxy {
     private static final Logger LOG = LoggerFactory
             .getLogger(ReaderProxy.class);
+    private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(ReaderProxy.class);
     private static boolean IS_DEBUG = LOG.isDebugEnabled();
 
     private RecordSender recordSender;
     private TableTunnel.DownloadSession downloadSession;
-    private Map<String, OdpsType> columnTypeMap;
+    private Map<String, TypeInfo> columnTypeMap;
     private List<Pair<String, ColumnType>> parsedColumns;
     private String partition;
     private boolean isPartitionTable;
@@ -32,11 +41,38 @@ public class ReaderProxy {
     private long start;
     private long count;
     private boolean isCompress;
+    
+    private static final String NULL_INDICATOR = null;
+    // TODO 没有支持用户可配置
+    // TODO 没有timezone
+    private SimpleDateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
+    
+    // 读取 jvm 默认时区
+    private Calendar calendarForDate = null;
+    private boolean useDateWithCalendar = true;
+    
+    private Calendar initCalendar(Configuration config) {
+        // 理论上不会有其他选择，有配置化可以随时应急
+        String calendarType = config.getString("calendarType", "iso8601");
+        Boolean lenient = config.getBool("calendarLenient", true);
+
+        // 默认jvm时区
+        TimeZone timeZone = TimeZone.getDefault();
+        String timeZoneStr = config.getString("calendarTimeZone");
+        if (StringUtils.isNotBlank(timeZoneStr)) {
+            // 如果用户明确指定使用用户指定的
+            timeZone = TimeZone.getTimeZone(timeZoneStr);
+        }
+
+        Calendar calendarForDate = new Calendar.Builder().setCalendarType(calendarType).setLenient(lenient)
+                .setTimeZone(timeZone).build();
+        return calendarForDate;
+    }
 
     public ReaderProxy(RecordSender recordSender, TableTunnel.DownloadSession downloadSession,
-            Map<String, OdpsType> columnTypeMap,
-            List<Pair<String, ColumnType>> parsedColumns, String partition,
-            boolean isPartitionTable, long start, long count, boolean isCompress) {
+                       Map<String, TypeInfo> columnTypeMap,
+                       List<Pair<String, ColumnType>> parsedColumns, String partition,
+                       boolean isPartitionTable, long start, long count, boolean isCompress, Configuration taskConfig) {
         this.recordSender = recordSender;
         this.downloadSession = downloadSession;
         this.columnTypeMap = columnTypeMap;
@@ -46,14 +82,24 @@ public class ReaderProxy {
         this.start = start;
         this.count = count;
         this.isCompress = isCompress;
+        
+        this.calendarForDate = this.initCalendar(taskConfig);
+        this.useDateWithCalendar = taskConfig.getBool("useDateWithCalendar", true);
     }
 
     // warn: odps 分区列和正常列不能重名, 所有列都不不区分大小写
     public void doRead() {
         try {
             LOG.info("start={}, count={}",start, count);
-            //RecordReader recordReader = downloadSession.openRecordReader(start, count, isCompress);
-            RecordReader recordReader = OdpsUtil.getRecordReader(downloadSession, start, count, isCompress);
+            List<Column> userConfigNormalColumns = OdpsUtil.getNormalColumns(this.parsedColumns, this.columnTypeMap);
+            RecordReader recordReader = null;
+            // fix #ODPS-52184/10332469, updateColumnsSize表示如果用户指定的读取源表列数100列以内的话,则进行列裁剪优化;
+            int updateColumnsSize = 100;
+            if(userConfigNormalColumns.size() <= updateColumnsSize){
+                recordReader = OdpsUtil.getRecordReader(downloadSession, start, count, isCompress, userConfigNormalColumns);
+            } else {
+                recordReader = OdpsUtil.getRecordReader(downloadSession, start, count, isCompress);
+            }
 
             Record odpsRecord;
             Map<String, String> partitionMap = this
@@ -72,7 +118,7 @@ public class ReaderProxy {
                         } catch (InterruptedException ignored) {
                         }
                         recordReader = downloadSession.openRecordReader(start, count, isCompress);
-                        LOG.warn("odps-read-exception, 重试第{}次", retryTimes);
+                        LOG.warn(MESSAGE_SOURCE.message("readerproxy.1", retryTimes));
                         retryTimes++;
                         continue;
                     } else {
@@ -144,9 +190,7 @@ public class ReaderProxy {
                     throw DataXException
                             .asDataXException(
                                     OdpsReaderErrorCode.ILLEGAL_VALUE,
-                                    String.format(
-                                            "您的分区 [%s] 解析出现错误,解析后正确的配置方式类似为 [ pt=1,dt=1 ].",
-                                            eachPartition));
+                                    MESSAGE_SOURCE.message("readerproxy.2", eachPartition));
                 }
                 // warn: translate to lower case, it's more comfortable to
                 // compare whit user's input columns
@@ -168,8 +212,7 @@ public class ReaderProxy {
         partitionColumnName = partitionColumnName.toLowerCase();
         // it's will never happen, but add this checking
         if (!partitionMap.containsKey(partitionColumnName)) {
-            String errorMessage = String.format(
-                    "表所有分区信息为: %s 其中找不到 [%s] 对应的分区值.",
+            String errorMessage = MESSAGE_SOURCE.message("readerproxy.3",
                     com.alibaba.fastjson.JSON.toJSONString(partitionMap),
                     partitionColumnName);
             throw DataXException.asDataXException(
@@ -190,7 +233,7 @@ public class ReaderProxy {
      *            every line record of odps table
      * @param dataXRecord
      *            every datax record, to be send to writer. method getXXX() case sensitive
-     * @param type
+     * @param typeInfo
      *            odps column type
      * @param columnNameValue
      *            for partition column it's column value, for normal column it's
@@ -199,83 +242,681 @@ public class ReaderProxy {
      *            true means partition column and false means normal column
      * */
     private void odpsColumnToDataXField(Record odpsRecord,
-            com.alibaba.datax.common.element.Record dataXRecord, OdpsType type,
+            com.alibaba.datax.common.element.Record dataXRecord, TypeInfo typeInfo,
             String columnNameValue, boolean isPartitionColumn) {
+        
+        ArrayRecord record = (ArrayRecord) odpsRecord;
+        
+        OdpsType type = typeInfo.getOdpsType();
+        
         switch (type) {
-        case BIGINT: {
-            if (isPartitionColumn) {
-                dataXRecord.addColumn(new LongColumn(columnNameValue));
-            } else {
-                dataXRecord.addColumn(new LongColumn(odpsRecord
-                        .getBigint(columnNameValue)));
-            }
-            break;
-        }
-        case BOOLEAN: {
-            if (isPartitionColumn) {
-                dataXRecord.addColumn(new BoolColumn(columnNameValue));
-            } else {
-                dataXRecord.addColumn(new BoolColumn(odpsRecord
-                        .getBoolean(columnNameValue)));
-            }
-            break;
-        }
-        case DATETIME: {
-            if (isPartitionColumn) {
-                try {
-                    dataXRecord.addColumn(new DateColumn(ColumnCast
-                            .string2Date(new StringColumn(columnNameValue))));
-                } catch (ParseException e) {
-                    LOG.error(String.format("", this.partition));
-                    String errMessage = String.format(
-                            "您读取分区 [%s] 出现日期转换异常, 日期的字符串表示为 [%s].",
-                            this.partition, columnNameValue);
-                    LOG.error(errMessage);
-                    throw DataXException.asDataXException(
-                            OdpsReaderErrorCode.READ_DATA_FAIL, errMessage, e);
+            case BIGINT: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new LongColumn(columnNameValue));
+                } else {
+                    dataXRecord.addColumn(new LongColumn(record
+                            .getBigint(columnNameValue)));
                 }
-            } else {
-                dataXRecord.addColumn(new DateColumn(odpsRecord
-                        .getDatetime(columnNameValue)));
+                break;
             }
+            case BOOLEAN: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new BoolColumn(columnNameValue));
+                } else {
+                    dataXRecord.addColumn(new BoolColumn(record
+                            .getBoolean(columnNameValue)));
+                }
+                break;
+            }
+            case DATE:
+            case DATETIME: {
+                // odps分区列，目前支持TINYINT、SMALLINT、INT、BIGINT、VARCHAR和STRING类型
+                if (isPartitionColumn) {
+                    try {
+                        dataXRecord.addColumn(new DateColumn(ColumnCast
+                                .string2Date(new StringColumn(columnNameValue))));
+                    } catch (ParseException e) {
+                        String errMessage = MESSAGE_SOURCE.message("readerproxy.4",
+                                this.partition, columnNameValue);
+                        LOG.error(errMessage);
+                        throw DataXException.asDataXException(
+                                OdpsReaderErrorCode.READ_DATA_FAIL, errMessage, e);
+                    }
+                } else {
+                    if (com.aliyun.odps.OdpsType.DATETIME == type) {
+                        dataXRecord.addColumn(new DateColumn(record
+                                .getDatetime(columnNameValue)));
+                    } else {
+                        if (this.useDateWithCalendar) {
+                            dataXRecord.addColumn(new DateColumn(record.
+                                    getDate(columnNameValue, this.calendarForDate)));
+                        } else {
+                            dataXRecord.addColumn(new DateColumn(record
+                                    .getDate(columnNameValue)));
+                        }
+                        
+                    }
+                }
 
-            break;
-        }
-        case DOUBLE: {
-            if (isPartitionColumn) {
-                dataXRecord.addColumn(new DoubleColumn(columnNameValue));
-            } else {
-                dataXRecord.addColumn(new DoubleColumn(odpsRecord
-                        .getDouble(columnNameValue)));
+                break;
             }
-            break;
-        }
-        case DECIMAL: {
-            if(isPartitionColumn) {
-                dataXRecord.addColumn(new DoubleColumn(columnNameValue));
-            } else {
-                dataXRecord.addColumn(new DoubleColumn(odpsRecord.getDecimal(columnNameValue)));
+            case DOUBLE: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new DoubleColumn(columnNameValue));
+                } else {
+                    dataXRecord.addColumn(new DoubleColumn(record
+                            .getDouble(columnNameValue)));
+                }
+                break;
             }
-            break;
-        }
-        case STRING: {
-            if (isPartitionColumn) {
-                dataXRecord.addColumn(new StringColumn(columnNameValue));
-            } else {
-                dataXRecord.addColumn(new StringColumn(odpsRecord
-                        .getString(columnNameValue)));
+            case DECIMAL: {
+                if(isPartitionColumn) {
+                    dataXRecord.addColumn(new DoubleColumn(columnNameValue));
+                } else {
+                    dataXRecord.addColumn(new DoubleColumn(record.getDecimal(columnNameValue)));
+                }
+                break;
             }
-            break;
-        }
-        default:
-            throw DataXException
-                    .asDataXException(
-                            OdpsReaderErrorCode.ILLEGAL_VALUE,
-                            String.format(
-                                    "DataX 抽取 ODPS 数据不支持字段类型为:[%s]. 目前支持抽取的字段类型有：bigint, boolean, datetime, double, decimal, string. "
-                                            + "您可以选择不抽取 DataX 不支持的字段或者联系 ODPS 管理员寻求帮助.",
-                                    type));
+            case STRING: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new StringColumn(columnNameValue));
+                } else {
+                    dataXRecord.addColumn(new StringColumn(record
+                            .getString(columnNameValue)));
+                }
+                break;
+            }
+            case TINYINT:
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new LongColumn(columnNameValue));
+                } else {
+                    Byte value = record.getTinyint(columnNameValue);
+                    Integer intValue = value != null ? value.intValue() : null;
+                    dataXRecord.addColumn(new LongColumn(intValue));
+                }
+                break;
+            case SMALLINT: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new LongColumn(columnNameValue));
+                } else {
+                    Short value = record.getSmallint(columnNameValue);
+                    Long valueInLong = null;
+                    if (null != value) {
+                        valueInLong = value.longValue();
+                    }
+                    dataXRecord.addColumn(new LongColumn(valueInLong));
+                }
+                break;
+            }
+            case INT: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new LongColumn(columnNameValue));
+                } else {
+                    dataXRecord.addColumn(new LongColumn(record
+                        .getInt(columnNameValue)));
+                }
+                break;
+            }
+            case FLOAT: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new DoubleColumn(columnNameValue));
+                } else {
+                    dataXRecord.addColumn(new DoubleColumn(record
+                        .getFloat(columnNameValue)));
+                }
+                break;
+            }
+            case VARCHAR: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new StringColumn(columnNameValue));
+                } else {
+                    Varchar value = record.getVarchar(columnNameValue);
+                    String columnValue = value != null ? value.getValue() : null;
+                    dataXRecord.addColumn(new StringColumn(columnValue));
+                }
+                break;
+            }
+            case TIMESTAMP: {
+                if (isPartitionColumn) {
+                    try {
+                        dataXRecord.addColumn(new DateColumn(ColumnCast
+                            .string2Date(new StringColumn(columnNameValue))));
+                    } catch (ParseException e) {
+                        String errMessage = MESSAGE_SOURCE.message("readerproxy.4",
+                            this.partition, columnNameValue);
+                        LOG.error(errMessage);
+                        throw DataXException.asDataXException(
+                            OdpsReaderErrorCode.READ_DATA_FAIL, errMessage, e);
+                    }
+                } else {
+                    dataXRecord.addColumn(new DateColumn(record
+                        .getTimestamp(columnNameValue)));
+                }
+
+                break;
+            }
+            case BINARY: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new BytesColumn(columnNameValue.getBytes()));
+                } else {
+//                    dataXRecord.addColumn(new BytesColumn(record
+//                        .getBinary(columnNameValue).data()));
+                    Binary binaryData = record.getBinary(columnNameValue);
+                    if (null == binaryData) {
+                        dataXRecord.addColumn(new BytesColumn(null));
+                    } else {
+                        dataXRecord.addColumn(new BytesColumn(binaryData.data()));
+                    }
+                }
+                break;
+            }
+            case ARRAY: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new StringColumn(columnNameValue));
+                } else {
+                    List arrayValue = record.getArray(columnNameValue);
+                    if (arrayValue == null) {
+                        dataXRecord.addColumn(new StringColumn(null));
+                    } else {
+                        dataXRecord.addColumn(new StringColumn(JSON.toJSONString(transOdpsArrayToJavaList(arrayValue, (ArrayTypeInfo)typeInfo))));
+                    }
+                }
+                break;
+            }
+            case MAP: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new StringColumn(columnNameValue));
+                } else {
+                    Map mapValue = record.getMap(columnNameValue);
+                    if (mapValue == null) {
+                        dataXRecord.addColumn(new StringColumn(null));
+                    } else {
+                        dataXRecord.addColumn(new StringColumn(JSON.toJSONString(transOdpsMapToJavaMap(mapValue, (MapTypeInfo)typeInfo))));
+                    }
+                }
+                break;
+            }
+            case STRUCT: {
+                if (isPartitionColumn) {
+                    dataXRecord.addColumn(new StringColumn(columnNameValue));
+                } else {
+                    Struct structValue = record.getStruct(columnNameValue);
+                    if (structValue == null) {
+                        dataXRecord.addColumn(new StringColumn(null));
+                    } else {
+                        dataXRecord.addColumn(new StringColumn(JSON.toJSONString(transOdpsStructToJavaMap(structValue))));
+                    }
+                }
+                break;
+            }
+            default:
+                throw DataXException.asDataXException(
+                        OdpsReaderErrorCode.ILLEGAL_VALUE,
+                        MESSAGE_SOURCE.message("readerproxy.5", type));
         }
     }
+    
+    private List transOdpsArrayToJavaList(List odpsArray, ArrayTypeInfo typeInfo) {
+        TypeInfo eleType = typeInfo.getElementTypeInfo();
+        List result = new ArrayList();
+        switch (eleType.getOdpsType()) {
+          // warn:array<double> [1.2, 3.4]  被转为了："["1.2", "3.4"]"， 本来应该被转换成 "[1.2, 3.4]"
+          // 注意回归Case覆盖
+          case BIGINT:
+          case DOUBLE:
+          case INT:
+          case FLOAT:
+          case DECIMAL:
+          case TINYINT:
+          case SMALLINT:
+              for (Object item : odpsArray) {
+                  Object object = item;
+                  result.add(object == null ? NULL_INDICATOR : object);
+                }
+                return result;
+          case BOOLEAN: // 未调整array<Boolean> 问题
+          case STRING:
+          case VARCHAR:
+          case CHAR:
+          case TIMESTAMP:
+          case DATE:
+            for (Object item : odpsArray) {
+              Object object = item;
+              result.add(object == null ? NULL_INDICATOR : object.toString());
+            }
+            return result;
+          /**
+           * 日期类型
+           */
+          case DATETIME:
+            for (Object item : odpsArray) {
+              Date dateVal = (Date) item;
+              result.add(dateVal == null ? NULL_INDICATOR : dateFormat.format(dateVal));
+            }
+            return result;
+          /**
+           * 字节数组
+           */
+          case BINARY:
+            for (Object item : odpsArray) {
+              Binary binaryVal = (Binary) item;
+              result.add(binaryVal == null ? NULL_INDICATOR :
+                  Base64.encodeBase64(binaryVal.data()));
+            }
+            return result;
+          /**
+           * 日期间隔
+           */
+          case INTERVAL_DAY_TIME:
+            for (Object item : odpsArray) {
+              IntervalDayTime dayTimeVal = (IntervalDayTime) item;
+              result.add(dayTimeVal == null ? NULL_INDICATOR :
+                  transIntervalDayTimeToJavaMap(dayTimeVal));
+            }
+            return result;
+          /**
+           * 年份间隔
+           */
+          case INTERVAL_YEAR_MONTH:
+            for (Object item : odpsArray) {
+              IntervalYearMonth yearMonthVal = (IntervalYearMonth) item;
+              result.add(yearMonthVal == null ? NULL_INDICATOR :
+                  transIntervalYearMonthToJavaMap(yearMonthVal));
+            }
+            return result;
+          /**
+           * 结构体
+           */
+          case STRUCT:
+            for (Object item : odpsArray) {
+              Struct structVal = (Struct) item;
+              result.add(structVal == null ? NULL_INDICATOR :
+                  transOdpsStructToJavaMap(structVal));
+            }
+            return result;
+          /**
+           * MAP类型
+           */
+          case MAP:
+            for (Object item : odpsArray) {
+              Map mapVal = (Map) item;
+              result.add(mapVal == null ? NULL_INDICATOR :
+                  transOdpsMapToJavaMap(mapVal, (MapTypeInfo) eleType));
+            }
+            return result;
+          /**
+           * ARRAY类型
+           */
+          case ARRAY:
+            for (Object item : odpsArray) {
+              List arrayVal = (List) item;
+              result.add(arrayVal == null ? NULL_INDICATOR :
+                  transOdpsArrayToJavaList(arrayVal, (ArrayTypeInfo) eleType));
+            }
+            return result;
+          default:
+            throw new IllegalArgumentException("decode record failed. column type: " +  eleType.getTypeName());
+        }
+      }
 
+    private Map transOdpsMapToJavaMap(Map odpsMap, MapTypeInfo typeInfo) {
+        TypeInfo keyType = typeInfo.getKeyTypeInfo();
+        TypeInfo valueType = typeInfo.getValueTypeInfo();
+        Map result = new HashMap();
+        Set<Map.Entry> entrySet = null;
+        switch (valueType.getOdpsType()) {
+          case BIGINT:
+          case DOUBLE:
+          case BOOLEAN:
+          case STRING:
+          case DECIMAL:
+          case TINYINT:
+          case SMALLINT:
+          case INT:
+          case FLOAT:
+          case CHAR:
+          case VARCHAR:
+          case DATE:
+          case TIMESTAMP:
+            switch (keyType.getOdpsType()) {
+              case DATETIME:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Object value = item.getValue();
+                  result.put(dateFormat.format((Date)item.getKey()), value == null ? NULL_INDICATOR : value.toString());
+                }
+                return result;
+              case BINARY:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Object value = item.getValue();
+                  result.put(Base64.encodeBase64(((Binary)item.getKey()).data()),
+                      value == null ? NULL_INDICATOR : value.toString());
+                }
+                return result;
+              default:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Object value = item.getValue();
+                  result.put(item.getKey(), value == null ? NULL_INDICATOR : value.toString());
+                }
+                return result;
+            }
+          /**
+           * 日期类型
+           */
+          case DATETIME:
+            switch (keyType.getOdpsType()) {
+              case DATETIME:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Date dateVal = (Date) item.getValue();
+                  result.put(dateFormat.format((Date)item.getKey()),
+                      dateVal == null ? NULL_INDICATOR : dateFormat.format(dateVal));
+                }
+                return result;
+              case BINARY:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Date dateVal = (Date) item.getValue();
+                  result.put(Base64.encodeBase64(((Binary)item.getKey()).data()),
+                     dateVal == null ? NULL_INDICATOR : dateFormat.format(dateVal));
+                }
+                return result;
+              default:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Date dateVal = (Date) item.getValue();
+                  result.put(item.getKey(), dateVal == null ? NULL_INDICATOR : dateFormat.format(dateVal));
+                }
+                return result;
+            }
+          /**
+           * 字节数组
+           */
+          case BINARY:
+            switch (keyType.getOdpsType()) {
+              case DATETIME:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Binary binaryVal = (Binary) item.getValue();
+                  result.put(dateFormat.format((Date)item.getKey()),  binaryVal == null ? NULL_INDICATOR :
+                      Base64.encodeBase64(binaryVal.data()));
+                }
+                return result;
+              case BINARY:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Binary binaryVal = (Binary) item.getValue();
+                  result.put(Base64.encodeBase64(((Binary)item.getKey()).data()),
+                      binaryVal == null ? NULL_INDICATOR :
+                          Base64.encodeBase64(binaryVal.data()));
+                }
+                return result;
+              default:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Binary binaryVal = (Binary) item.getValue();
+                  result.put(item.getKey(),  binaryVal == null ? NULL_INDICATOR :
+                      Base64.encodeBase64(binaryVal.data()));
+                }
+                return result;
+            }
+          /**
+           * 日期间隔
+           */
+          case INTERVAL_DAY_TIME:
+            switch (keyType.getOdpsType()) {
+              case DATETIME:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  IntervalDayTime dayTimeVal = (IntervalDayTime) item.getValue();
+                  result.put(dateFormat.format((Date)item.getKey()), dayTimeVal == null ? NULL_INDICATOR :
+                      transIntervalDayTimeToJavaMap(dayTimeVal));
+                }
+                return result;
+              case BINARY:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  IntervalDayTime dayTimeVal = (IntervalDayTime) item.getValue();
+                  result.put(Base64.encodeBase64(((Binary)item.getKey()).data()),
+                      dayTimeVal == null ? NULL_INDICATOR :
+                          transIntervalDayTimeToJavaMap(dayTimeVal));
+                }
+                return result;
+              default:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  IntervalDayTime dayTimeVal = (IntervalDayTime) item.getValue();
+                  result.put(item.getKey(), dayTimeVal == null ? NULL_INDICATOR :
+                      transIntervalDayTimeToJavaMap(dayTimeVal));
+                }
+                return result;
+            }
+          /**
+           * 年份间隔
+           */
+          case INTERVAL_YEAR_MONTH:
+            switch (keyType.getOdpsType()) {
+              case DATETIME:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  IntervalYearMonth yearMonthVal = (IntervalYearMonth) item.getValue();
+                  result.put(dateFormat.format((Date)item.getKey()), yearMonthVal == null ? NULL_INDICATOR :
+                      transIntervalYearMonthToJavaMap(yearMonthVal));
+                }
+                return result;
+              case BINARY:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  IntervalYearMonth yearMonthVal = (IntervalYearMonth) item.getValue();
+                  result.put(Base64.encodeBase64(((Binary)item.getKey()).data()),
+                      yearMonthVal == null ? NULL_INDICATOR :
+                          transIntervalYearMonthToJavaMap(yearMonthVal));
+                }
+                return result;
+              default:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  IntervalYearMonth yearMonthVal = (IntervalYearMonth) item.getValue();
+                  result.put(item.getKey(), yearMonthVal == null ? NULL_INDICATOR :
+                      transIntervalYearMonthToJavaMap(yearMonthVal));
+                }
+                return result;
+            }
+          /**
+           * 结构体
+           */
+          case STRUCT:
+            switch (keyType.getOdpsType()) {
+              case DATETIME:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Struct structVal = (Struct) item.getValue();
+                  result.put(dateFormat.format((Date)item.getKey()), structVal == null ? NULL_INDICATOR :
+                      transOdpsStructToJavaMap(structVal));
+                }
+                return result;
+              case BINARY:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Struct structVal = (Struct) item.getValue();
+                  result.put(Base64.encodeBase64(((Binary)item.getKey()).data()),
+                      structVal == null ? NULL_INDICATOR :
+                          transOdpsStructToJavaMap(structVal));
+                }
+                return result;
+              default:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Struct structVal = (Struct) item.getValue();
+                  result.put(item.getKey(), structVal == null ? NULL_INDICATOR :
+                      transOdpsStructToJavaMap(structVal));
+                }
+                return result;
+            }
+          /**
+           * MAP类型
+           */
+          case MAP:
+            switch (keyType.getOdpsType()) {
+              case DATETIME:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Map mapVal = (Map) item.getValue();
+                  result.put(dateFormat.format((Date)item.getKey()),mapVal == null ? NULL_INDICATOR :
+                      transOdpsMapToJavaMap(mapVal, (MapTypeInfo) valueType));
+                }
+                return result;
+              case BINARY:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Map mapVal = (Map) item.getValue();
+                  result.put(Base64.encodeBase64(((Binary)item.getKey()).data()),
+                      mapVal == null ? NULL_INDICATOR : transOdpsMapToJavaMap(mapVal, (MapTypeInfo) valueType));
+                }
+                return result;
+              default:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  Map mapVal = (Map) item.getValue();
+                  result.put(item.getKey(), mapVal == null ? NULL_INDICATOR :
+                      transOdpsMapToJavaMap(mapVal, (MapTypeInfo) valueType));
+                }
+                return result;
+            }
+          /**
+           * ARRAY类型
+           */
+          case ARRAY:
+            switch (keyType.getOdpsType()) {
+              case DATETIME:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  List arrayVal = (List) item.getValue();
+                  result.put(dateFormat.format((Date)item.getKey()),arrayVal == null ? NULL_INDICATOR :
+                      transOdpsArrayToJavaList(arrayVal, (ArrayTypeInfo) valueType));
+                }
+                return result;
+              case BINARY:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  List arrayVal = (List) item.getValue();
+                  result.put(Base64.encodeBase64(((Binary)item.getKey()).data()),
+                      arrayVal == null ? NULL_INDICATOR : transOdpsArrayToJavaList(arrayVal, (ArrayTypeInfo) valueType));
+                }
+                return result;
+              default:
+                entrySet = odpsMap.entrySet();
+                for (Map.Entry item : entrySet) {
+                  List arrayVal = (List) item.getValue();
+                  result.put(item.getKey(), arrayVal == null ? NULL_INDICATOR :
+                      transOdpsArrayToJavaList(arrayVal, (ArrayTypeInfo) valueType));
+                }
+                return result;
+            }
+          default:
+            throw new IllegalArgumentException("decode record failed. column type: " +  valueType.getTypeName());
+        }
+      }
+    
+    private Map transIntervalDayTimeToJavaMap(IntervalDayTime dayTime) {
+        Map<String, Long> result = new HashMap<String, Long>();
+        result.put("totalSeconds", dayTime.getTotalSeconds());
+        result.put("nanos", (long)dayTime.getNanos());
+        return result;
+      }
+    
+    private Map transOdpsStructToJavaMap(Struct odpsStruct) {
+        Map result = new HashMap();
+        for (int i = 0; i < odpsStruct.getFieldCount(); i++) {
+          String fieldName = odpsStruct.getFieldName(i);
+          Object fieldValue = odpsStruct.getFieldValue(i);
+          TypeInfo fieldType = odpsStruct.getFieldTypeInfo(i);
+          switch (fieldType.getOdpsType()) {
+            case BIGINT:
+            case DOUBLE:
+            case BOOLEAN:
+            case STRING:
+            case DECIMAL:
+            case TINYINT:
+            case SMALLINT:
+            case INT:
+            case FLOAT:
+            case VARCHAR:
+            case CHAR:
+            case TIMESTAMP:
+            case DATE:
+              result.put(fieldName, fieldValue == null ? NULL_INDICATOR : fieldValue.toString());
+              break;
+            /**
+             * 日期类型
+             */
+            case DATETIME:
+              Date dateVal = (Date) fieldValue;
+              result.put(fieldName, dateVal == null ? NULL_INDICATOR : dateFormat.format(dateVal));
+              break;
+            /**
+             * 字节数组
+             */
+            case BINARY:
+              Binary binaryVal = (Binary) fieldValue;
+              result.put(fieldName, binaryVal == null ? NULL_INDICATOR :
+                  Base64.encodeBase64(binaryVal.data()));
+              break;
+            /**
+             * 日期间隔
+             */
+            case INTERVAL_DAY_TIME:
+              IntervalDayTime dayTimeVal = (IntervalDayTime) fieldValue;
+              result.put(fieldName, dayTimeVal == null ? NULL_INDICATOR :
+                      transIntervalDayTimeToJavaMap(dayTimeVal));
+              break;
+            /**
+             * 年份间隔
+             */
+            case INTERVAL_YEAR_MONTH:
+              IntervalYearMonth yearMonthVal = (IntervalYearMonth) fieldValue;
+              result.put(fieldName, yearMonthVal == null ? NULL_INDICATOR :
+                  transIntervalYearMonthToJavaMap(yearMonthVal));
+              break;
+              /**
+             * 结构体
+             */
+            case STRUCT:
+              Struct structVal = (Struct) fieldValue;
+              result.put(fieldName, structVal == null ? NULL_INDICATOR :
+                  transOdpsStructToJavaMap(structVal));
+              break;
+            /**
+             * MAP类型
+             */
+            case MAP:
+              Map mapVal = (Map) fieldValue;
+              result.put(fieldName, mapVal == null ? NULL_INDICATOR :
+                  transOdpsMapToJavaMap(mapVal, (MapTypeInfo) fieldType));
+              break;
+            /**
+             * ARRAY类型
+             */
+            case ARRAY:
+              List arrayVal = (List) fieldValue;
+              result.put(fieldName, arrayVal == null ? NULL_INDICATOR :
+                  transOdpsArrayToJavaList(arrayVal, (ArrayTypeInfo) fieldType));
+              break;
+            default:
+              throw new IllegalArgumentException("decode record failed. column type: " + fieldType.getTypeName());
+          }
+        }
+
+        return result;
+      }
+    
+    private Map transIntervalYearMonthToJavaMap(IntervalYearMonth yearMonth) {
+        Map <String, Integer> result = new HashMap<String, Integer>();
+        result.put("years", yearMonth.getYears());
+        result.put("months", yearMonth.getMonths());
+        return result;
+      }
+    
 }
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/IdAndKeyUtil.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/IdAndKeyUtil.java
index faa90a98..05722b59 100644
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/IdAndKeyUtil.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/IdAndKeyUtil.java
@@ -1,5 +1,5 @@
 /**
- *  (C) 2010-2014 Alibaba Group Holding Limited.
+ *  (C) 2010-2022 Alibaba Group Holding Limited.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -18,9 +18,11 @@ package com.alibaba.datax.plugin.reader.odpsreader.util;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.reader.odpsreader.Constant;
+import com.alibaba.datax.common.util.IdAndKeyRollingUtil;
+import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.plugin.reader.odpsreader.Key;
 import com.alibaba.datax.plugin.reader.odpsreader.OdpsReaderErrorCode;
+
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -29,6 +31,7 @@ import java.util.Map;
 
 public class IdAndKeyUtil {
     private static Logger LOG = LoggerFactory.getLogger(IdAndKeyUtil.class);
+    private static MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(IdAndKeyUtil.class);
 
     public static Configuration parseAccessIdAndKey(Configuration originalConfig) {
         String accessId = originalConfig.getString(Key.ACCESS_ID);
@@ -50,36 +53,13 @@ public class IdAndKeyUtil {
 
     private static Configuration getAccessIdAndKeyFromEnv(Configuration originalConfig,
                                                           Map<String, String> envProp) {
-        String accessId = null;
-        String accessKey = null;
-
-        String skynetAccessID = envProp.get(Constant.SKYNET_ACCESSID);
-        String skynetAccessKey = envProp.get(Constant.SKYNET_ACCESSKEY);
-
-        if (StringUtils.isNotBlank(skynetAccessID)
-                || StringUtils.isNotBlank(skynetAccessKey)) {
-            /**
-             * 环境变量中，如果存在SKYNET_ACCESSID/SKYNET_ACCESSKEy（只要有其中一个变量，则认为一定是两个都存在的！），
-             * 则使用其值作为odps的accessId/accessKey(会解密)
-             */
-
-            LOG.info("Try to get accessId/accessKey from environment.");
-            accessId = skynetAccessID;
-            accessKey = DESCipher.decrypt(skynetAccessKey);
-            if (StringUtils.isNotBlank(accessKey)) {
-                originalConfig.set(Key.ACCESS_ID, accessId);
-                originalConfig.set(Key.ACCESS_KEY, accessKey);
-                LOG.info("Get accessId/accessKey from environment variables successfully.");
-            } else {
-                throw DataXException.asDataXException(OdpsReaderErrorCode.GET_ID_KEY_FAIL,
-                        String.format("从环境变量中获取accessId/accessKey 失败, accessId=[%s]", accessId));
-            }
-        } else {
+    	// 如果获取到ak，在getAccessIdAndKeyFromEnv中已经设置到originalConfig了
+        String accessKey = IdAndKeyRollingUtil.getAccessIdAndKeyFromEnv(originalConfig);
+        if (StringUtils.isBlank(accessKey)) {
             // 无处获取（既没有配置在作业中，也没用在环境变量中）
             throw DataXException.asDataXException(OdpsReaderErrorCode.GET_ID_KEY_FAIL,
-                    "无法获取到accessId/accessKey. 它们既不存在于您的配置中，也不存在于环境变量中.");
+                    MESSAGE_SOURCE.message("idandkeyutil.2"));
         }
-
         return originalConfig;
     }
 }
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/LocalStrings.properties b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/LocalStrings.properties
new file mode 100644
index 00000000..897ce232
--- /dev/null
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/LocalStrings.properties
@@ -0,0 +1,25 @@
+descipher.1=\u957F\u5EA6\u4E0D\u662F\u5076\u6570
+
+idandkeyutil.1=\u4ECE\u73AF\u5883\u53D8\u91CF\u4E2D\u83B7\u53D6accessId/accessKey \u5931\u8D25, accessId=[{0}]
+idandkeyutil.2=\u65E0\u6CD5\u83B7\u53D6\u5230accessId/accessKey. \u5B83\u4EEC\u65E2\u4E0D\u5B58\u5728\u4E8E\u60A8\u7684\u914D\u7F6E\u4E2D\uFF0C\u4E5F\u4E0D\u5B58\u5728\u4E8E\u73AF\u5883\u53D8\u91CF\u4E2D.
+
+
+odpssplitutil.1=\u60A8\u6240\u914D\u7F6E\u7684\u5206\u533A\u4E0D\u80FD\u4E3A\u7A7A\u767D.
+odpssplitutil.2=\u5207\u5206\u7684 recordCount \u4E0D\u80FD\u4E3A\u8D1F\u6570.recordCount={0}
+odpssplitutil.3=\u5207\u5206\u7684 adviceNum \u4E0D\u80FD\u4E3A\u8D1F\u6570.adviceNum={0}
+odpssplitutil.4=\u6CE8\u610F: \u7531\u4E8E\u60A8\u914D\u7F6E\u4E86successOnNoPartition\u503C\u4E3Atrue (\u5373\u5F53\u5206\u533A\u503C\u4E0D\u5B58\u5728\u65F6, \u540C\u6B65\u4EFB\u52A1\u4E0D\u62A5\u9519), \u60A8\u8BBE\u7F6E\u7684\u5206\u533A\u65E0\u6CD5\u5339\u914D\u5230ODPS\u8868\u4E2D\u5BF9\u5E94\u7684\u5206\u533A, \u540C\u6B65\u4EFB\u52A1\u7EE7\u7EED...
+
+odpsutil.1=datax\u83B7\u53D6\u4E0D\u5230\u6E90\u8868\u7684\u5217\u4FE1\u606F\uFF0C \u7531\u4E8E\u60A8\u672A\u914D\u7F6E\u8BFB\u53D6\u6E90\u5934\u8868\u7684\u5217\u4FE1\u606F. datax\u65E0\u6CD5\u77E5\u9053\u8BE5\u62BD\u53D6\u8868\u7684\u54EA\u4E9B\u5B57\u6BB5\u7684\u6570\u636E\uFF0C \u6B63\u786E\u7684\u914D\u7F6E\u65B9\u5F0F\u662F\u7ED9 column \u914D\u7F6E\u4E0A\u60A8\u9700\u8981\u8BFB\u53D6\u7684\u5217\u540D\u79F0,\u7528\u82F1\u6587\u9017\u53F7\u5206\u9694.
+odpsutil.2=\u60A8\u6240\u914D\u7F6E\u7684maxRetryTime \u503C\u9519\u8BEF. \u8BE5\u503C\u4E0D\u80FD\u5C0F\u4E8E1, \u4E14\u4E0D\u80FD\u5927\u4E8E {0}. \u63A8\u8350\u7684\u914D\u7F6E\u65B9\u5F0F\u662F\u7ED9maxRetryTime \u914D\u7F6E1-11\u4E4B\u95F4\u7684\u67D0\u4E2A\u503C. \u8BF7\u60A8\u68C0\u67E5\u914D\u7F6E\u5E76\u505A\u51FA\u76F8\u5E94\u4FEE\u6539.
+odpsutil.3=\u4E0D\u652F\u6301\u7684\u8D26\u53F7\u7C7B\u578B:[{0}]. \u8D26\u53F7\u7C7B\u578B\u76EE\u524D\u4EC5\u652F\u6301aliyun, taobao.
+odpsutil.4=\u60A8\u6240\u914D\u7F6E\u7684\u5206\u533A\u4E0D\u80FD\u4E3A\u7A7A\u767D.
+odpsutil.5=\u6E90\u5934\u8868\u7684\u5217\u914D\u7F6E\u9519\u8BEF. \u60A8\u6240\u914D\u7F6E\u7684\u5217 [{0}] \u4E0D\u5B58\u5728.
+odpsutil.6=open RecordReader\u5931\u8D25. \u8BF7\u8054\u7CFB ODPS \u7BA1\u7406\u5458\u5904\u7406.
+odpsutil.7=\u52A0\u8F7D ODPS \u6E90\u5934\u8868:{0} \u5931\u8D25. \u8BF7\u68C0\u67E5\u60A8\u914D\u7F6E\u7684 ODPS \u6E90\u5934\u8868\u7684 [project] \u662F\u5426\u6B63\u786E.
+odpsutil.8=\u52A0\u8F7D ODPS \u6E90\u5934\u8868:{0} \u5931\u8D25. \u8BF7\u68C0\u67E5\u60A8\u914D\u7F6E\u7684 ODPS \u6E90\u5934\u8868\u7684 [table] \u662F\u5426\u6B63\u786E.
+odpsutil.9=\u52A0\u8F7D ODPS \u6E90\u5934\u8868:{0} \u5931\u8D25. \u8BF7\u68C0\u67E5\u60A8\u914D\u7F6E\u7684 ODPS \u6E90\u5934\u8868\u7684 [accessId] [accessKey]\u662F\u5426\u6B63\u786E.
+odpsutil.10=\u52A0\u8F7D ODPS \u6E90\u5934\u8868:{0} \u5931\u8D25. \u8BF7\u68C0\u67E5\u60A8\u914D\u7F6E\u7684 ODPS \u6E90\u5934\u8868\u7684 [accessKey] \u662F\u5426\u6B63\u786E.
+odpsutil.11=\u52A0\u8F7D ODPS \u6E90\u5934\u8868:{0} \u5931\u8D25. \u8BF7\u68C0\u67E5\u60A8\u914D\u7F6E\u7684 ODPS \u6E90\u5934\u8868\u7684 [accessId] [accessKey] [project]\u662F\u5426\u5339\u914D.
+odpsutil.12=\u52A0\u8F7D ODPS \u6E90\u5934\u8868:{0} \u5931\u8D25. \u8BF7\u68C0\u67E5\u60A8\u914D\u7F6E\u7684 ODPS \u6E90\u5934\u8868\u7684 project,table,accessId,accessKey,odpsServer\u7B49\u503C.
+odpsutil.13=\u6267\u884C ODPS SQL\u5931\u8D25, \u8FD4\u56DE\u503C\u4E3A:{0}. \u8BF7\u4ED4\u7EC6\u68C0\u67E5ODPS SQL\u662F\u5426\u6B63\u786E, \u5982\u679C\u68C0\u67E5\u65E0\u8BEF, \u8BF7\u8054\u7CFB ODPS \u503C\u73ED\u540C\u5B66\u5904\u7406. SQL \u5185\u5BB9\u4E3A:[\n{1}\n].
+odpsutil.14=\u6267\u884C ODPS SQL \u65F6\u629B\u51FA\u5F02\u5E38, \u8BF7\u4ED4\u7EC6\u68C0\u67E5ODPS SQL\u662F\u5426\u6B63\u786E, \u5982\u679C\u68C0\u67E5\u65E0\u8BEF, \u8BF7\u8054\u7CFB ODPS \u503C\u73ED\u540C\u5B66\u5904\u7406. SQL \u5185\u5BB9\u4E3A:[\n{0}\n].
\ No newline at end of file
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsSplitUtil.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsSplitUtil.java
index b7f4f1aa..2030033d 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsSplitUtil.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsSplitUtil.java
@@ -2,19 +2,26 @@ package com.alibaba.datax.plugin.reader.odpsreader.util;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.common.util.RangeSplitUtil;
 import com.alibaba.datax.plugin.reader.odpsreader.Constant;
 import com.alibaba.datax.plugin.reader.odpsreader.Key;
 import com.alibaba.datax.plugin.reader.odpsreader.OdpsReaderErrorCode;
 import com.aliyun.odps.Odps;
 import com.aliyun.odps.tunnel.TableTunnel.DownloadSession;
+
 import org.apache.commons.lang3.tuple.ImmutablePair;
 import org.apache.commons.lang3.tuple.Pair;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
 
 import java.util.ArrayList;
 import java.util.List;
 
 public final class OdpsSplitUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(OdpsSplitUtil.class);
+
+    private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(OdpsSplitUtil.class);
 
     public static List<Configuration> doSplit(Configuration originalConfig, Odps odps,
                                               int adviceNum) {
@@ -36,9 +43,17 @@ public final class OdpsSplitUtil {
         List<String> partitions = originalConfig.getList(Key.PARTITION,
                 String.class);
 
+        if ((null == partitions || partitions.isEmpty()) && originalConfig.getBool(Key.SUCCESS_ON_NO_PATITION, false)) {
+            Configuration tempConfig = originalConfig.clone();
+            tempConfig.set(Key.PARTITION, null);
+            splittedConfigs.add(tempConfig);
+            LOG.warn(MESSAGE_SOURCE.message("odpssplitutil.4"));
+            return splittedConfigs;
+        }
+
         if (null == partitions || partitions.isEmpty()) {
             throw DataXException.asDataXException(OdpsReaderErrorCode.ILLEGAL_VALUE,
-                    "您所配置的分区不能为空白.");
+                    MESSAGE_SOURCE.message("odpssplitutil.1"));
         }
 
         //splitMode 默认为 record
@@ -141,11 +156,11 @@ public final class OdpsSplitUtil {
      */
     private static List<Pair<Long, Long>> splitRecordCount(long recordCount, int adviceNum) {
         if(recordCount<0){
-            throw new IllegalArgumentException("切分的 recordCount 不能为负数.recordCount=" + recordCount);
+            throw new IllegalArgumentException(MESSAGE_SOURCE.message("odpssplitutil.2", recordCount));
         }
 
         if(adviceNum<1){
-            throw new IllegalArgumentException("切分的 adviceNum 不能为负数.adviceNum=" + adviceNum);
+            throw new IllegalArgumentException(MESSAGE_SOURCE.message("odpssplitutil.3", adviceNum));
         }
 
         List<Pair<Long, Long>> result = new ArrayList<Pair<Long, Long>>();
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java
index 2aa3f66e..0103a383 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java
@@ -2,16 +2,22 @@ package com.alibaba.datax.plugin.reader.odpsreader.util;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.DataXCaseEnvUtil;
+import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.common.util.RetryUtil;
 import com.alibaba.datax.plugin.reader.odpsreader.ColumnType;
 import com.alibaba.datax.plugin.reader.odpsreader.Constant;
 import com.alibaba.datax.plugin.reader.odpsreader.Key;
 import com.alibaba.datax.plugin.reader.odpsreader.OdpsReaderErrorCode;
 import com.aliyun.odps.*;
+import com.aliyun.odps.Column;
 import com.aliyun.odps.account.Account;
 import com.aliyun.odps.account.AliyunAccount;
+import com.aliyun.odps.account.StsAccount;
 import com.aliyun.odps.data.RecordReader;
+import com.aliyun.odps.task.SQLTask;
 import com.aliyun.odps.tunnel.TableTunnel;
+import com.aliyun.odps.type.TypeInfo;
 
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.tuple.MutablePair;
@@ -19,13 +25,12 @@ import org.apache.commons.lang3.tuple.Pair;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.ArrayList;
-import java.util.Collections;
-import java.util.List;
+import java.util.*;
 import java.util.concurrent.Callable;
 
 public final class OdpsUtil {
     private static final Logger LOG = LoggerFactory.getLogger(OdpsUtil.class);
+    private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(OdpsUtil.class);
 
     public static int MAX_RETRY_TIME = 10;
 
@@ -37,8 +42,8 @@ public final class OdpsUtil {
 
         if (null == originalConfig.getList(Key.COLUMN) ||
                 originalConfig.getList(Key.COLUMN, String.class).isEmpty()) {
-            throw DataXException.asDataXException(OdpsReaderErrorCode.REQUIRED_VALUE, "datax获取不到源表的列信息， 由于您未配置读取源头表的列信息. datax无法知道该抽取表的哪些字段的数据 " +
-                    "正确的配置方式是给 column 配置上您需要读取的列名称,用英文逗号分隔.");
+            throw DataXException.asDataXException(OdpsReaderErrorCode.REQUIRED_VALUE,
+                    MESSAGE_SOURCE.message("odpsutil.1"));
         }
 
     }
@@ -47,8 +52,8 @@ public final class OdpsUtil {
         int maxRetryTime = originalConfig.getInt(Key.MAX_RETRY_TIME,
                 OdpsUtil.MAX_RETRY_TIME);
         if (maxRetryTime < 1 || maxRetryTime > OdpsUtil.MAX_RETRY_TIME) {
-            throw DataXException.asDataXException(OdpsReaderErrorCode.ILLEGAL_VALUE, "您所配置的maxRetryTime 值错误. 该值不能小于1, 且不能大于 " + OdpsUtil.MAX_RETRY_TIME +
-                    ". 推荐的配置方式是给maxRetryTime 配置1-11之间的某个值. 请您检查配置并做出相应修改.");
+            throw DataXException.asDataXException(OdpsReaderErrorCode.ILLEGAL_VALUE,
+                    MESSAGE_SOURCE.message("odpsutil.2", OdpsUtil.MAX_RETRY_TIME));
         }
         MAX_RETRY_TIME = maxRetryTime;
     }
@@ -59,11 +64,12 @@ public final class OdpsUtil {
         String accessId = originalConfig.getString(Key.ACCESS_ID);
         String accessKey = originalConfig.getString(Key.ACCESS_KEY);
         String project = originalConfig.getString(Key.PROJECT);
+        String securityToken = originalConfig.getString(Key.SECURITY_TOKEN);
 
         String packageAuthorizedProject = originalConfig.getString(Key.PACKAGE_AUTHORIZED_PROJECT);
 
         String defaultProject;
-        if(StringUtils.isBlank(packageAuthorizedProject)) {
+        if (StringUtils.isBlank(packageAuthorizedProject)) {
             defaultProject = project;
         } else {
             defaultProject = packageAuthorizedProject;
@@ -74,21 +80,26 @@ public final class OdpsUtil {
 
         Account account = null;
         if (accountType.equalsIgnoreCase(Constant.DEFAULT_ACCOUNT_TYPE)) {
-            account = new AliyunAccount(accessId, accessKey);
+            if (StringUtils.isNotBlank(securityToken)) {
+                account = new StsAccount(accessId, accessKey, securityToken);
+            } else {
+                account = new AliyunAccount(accessId, accessKey);
+            }
         } else {
             throw DataXException.asDataXException(OdpsReaderErrorCode.ACCOUNT_TYPE_ERROR,
-                    String.format("不支持的账号类型:[%s]. 账号类型目前仅支持aliyun, taobao.", accountType));
+                    MESSAGE_SOURCE.message("odpsutil.3", accountType));
         }
 
         Odps odps = new Odps(account);
         boolean isPreCheck = originalConfig.getBool("dryRun", false);
-        if(isPreCheck) {
+        if (isPreCheck) {
             odps.getRestClient().setConnectTimeout(3);
             odps.getRestClient().setReadTimeout(3);
             odps.getRestClient().setRetryTimes(2);
         }
         odps.setDefaultProject(defaultProject);
         odps.setEndpoint(odpsServer);
+        odps.setUserAgent("DATAX");
 
         return odps;
     }
@@ -103,7 +114,7 @@ public final class OdpsUtil {
                     table.reload();
                     return table;
                 }
-            }, 3, 1000, false);
+            }, DataXCaseEnvUtil.getRetryTimes(3), DataXCaseEnvUtil.getRetryInterval(1000), DataXCaseEnvUtil.getRetryExponential(false));
         } catch (Exception e) {
             throwDataXExceptionWhenReloadTable(e, tableName);
         }
@@ -154,7 +165,7 @@ public final class OdpsUtil {
     public static String formatPartition(String partition) {
         if (StringUtils.isBlank(partition)) {
             throw DataXException.asDataXException(OdpsReaderErrorCode.ILLEGAL_VALUE,
-                    "您所配置的分区不能为空白.");
+                    MESSAGE_SOURCE.message("odpsutil.4"));
         } else {
             return partition.trim().replaceAll(" *= *", "=")
                     .replaceAll(" */ *", ",").replaceAll(" *, *", ",")
@@ -175,6 +186,35 @@ public final class OdpsUtil {
         }
     }
 
+    /**
+     * 将用户配置的分区分类成两类:
+     * (1) 包含 HINT 的区间过滤;
+     * (2) 不包含 HINT 的普通模式
+     * @param userConfiguredPartitions
+     * @return
+     */
+    public static UserConfiguredPartitionClassification classifyUserConfiguredPartitions(List<String> userConfiguredPartitions){
+        UserConfiguredPartitionClassification userConfiguredPartitionClassification = new UserConfiguredPartitionClassification();
+
+        List<String> userConfiguredHintPartition = new ArrayList<String>();
+        List<String> userConfiguredNormalPartition = new ArrayList<String>();
+        boolean isIncludeHintPartition = false;
+        for (String userConfiguredPartition : userConfiguredPartitions){
+            if (StringUtils.isNotBlank(userConfiguredPartition)){
+                if (userConfiguredPartition.trim().toLowerCase().startsWith(Constant.PARTITION_FILTER_HINT)) {
+                    userConfiguredHintPartition.add(userConfiguredPartition.trim());
+                    isIncludeHintPartition = true;
+                }else {
+                    userConfiguredNormalPartition.add(userConfiguredPartition.trim());
+                }
+            }
+        }
+        userConfiguredPartitionClassification.setIncludeHintPartition(isIncludeHintPartition);
+        userConfiguredPartitionClassification.setUserConfiguredHintPartition(userConfiguredHintPartition);
+        userConfiguredPartitionClassification.setUserConfiguredNormalPartition(userConfiguredNormalPartition);
+        return userConfiguredPartitionClassification;
+    }
+
     public static List<Pair<String, ColumnType>> parseColumns(
             List<String> allNormalColumns, List<String> allPartitionColumns,
             List<String> userConfiguredColumns) {
@@ -182,7 +222,7 @@ public final class OdpsUtil {
         // warn: upper & lower case
         for (String column : userConfiguredColumns) {
             MutablePair<String, ColumnType> pair = new MutablePair<String, ColumnType>();
-            
+
             // if constant column
             if (OdpsUtil.checkIfConstantColumn(column)) {
                 // remove first and last '
@@ -213,14 +253,14 @@ public final class OdpsUtil {
             // not exist column
             throw DataXException.asDataXException(
                     OdpsReaderErrorCode.ILLEGAL_VALUE,
-                    String.format("源头表的列配置错误. 您所配置的列 [%s] 不存在.", column));
+                    MESSAGE_SOURCE.message("odpsutil.5", column));
 
         }
         return parsededColumns;
     }
-    
+
     private static int indexOfIgnoreCase(List<String> columnCollection,
-            String column) {
+                                         String column) {
         int index = -1;
         for (int i = 0; i < columnCollection.size(); i++) {
             if (columnCollection.get(i).equalsIgnoreCase(column)) {
@@ -255,7 +295,7 @@ public final class OdpsUtil {
                     return tunnel.createDownloadSession(
                             projectName, tableName);
                 }
-            }, MAX_RETRY_TIME, 1000, true);
+            }, DataXCaseEnvUtil.getRetryTimes(MAX_RETRY_TIME), DataXCaseEnvUtil.getRetryInterval(1000), DataXCaseEnvUtil.getRetryExponential(true));
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsReaderErrorCode.CREATE_DOWNLOADSESSION_FAIL, e);
         }
@@ -276,7 +316,7 @@ public final class OdpsUtil {
                     return tunnel.getDownloadSession(
                             projectName, tableName, sessionId);
                 }
-            }, MAX_RETRY_TIME ,1000, true);
+            }, DataXCaseEnvUtil.getRetryTimes(MAX_RETRY_TIME), DataXCaseEnvUtil.getRetryInterval(1000), DataXCaseEnvUtil.getRetryExponential(true));
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsReaderErrorCode.GET_DOWNLOADSESSION_FAIL, e);
         }
@@ -299,7 +339,7 @@ public final class OdpsUtil {
                     return tunnel.createDownloadSession(
                             projectName, tableName, partitionSpec);
                 }
-            }, MAX_RETRY_TIME, 1000, true);
+            }, DataXCaseEnvUtil.getRetryTimes(MAX_RETRY_TIME), DataXCaseEnvUtil.getRetryInterval(1000), DataXCaseEnvUtil.getRetryExponential(true));
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsReaderErrorCode.CREATE_DOWNLOADSESSION_FAIL, e);
         }
@@ -321,58 +361,152 @@ public final class OdpsUtil {
                     return tunnel.getDownloadSession(
                             projectName, tableName, partitionSpec, sessionId);
                 }
-            }, MAX_RETRY_TIME, 1000, true);
+            }, DataXCaseEnvUtil.getRetryTimes(MAX_RETRY_TIME), DataXCaseEnvUtil.getRetryInterval(1000), DataXCaseEnvUtil.getRetryExponential(true));
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsReaderErrorCode.GET_DOWNLOADSESSION_FAIL, e);
         }
     }
 
-
-
+    /**
+     * odpsreader采用的直接读取所有列的downloadSession
+     */
     public static RecordReader getRecordReader(final TableTunnel.DownloadSession downloadSession, final long start, final long count,
-                                                     final boolean isCompress) {
+                                               final boolean isCompress) {
         try {
             return RetryUtil.executeWithRetry(new Callable<RecordReader>() {
                 @Override
                 public RecordReader call() throws Exception {
                     return downloadSession.openRecordReader(start, count, isCompress);
                 }
-            }, MAX_RETRY_TIME, 1000, true);
+            }, DataXCaseEnvUtil.getRetryTimes(MAX_RETRY_TIME), DataXCaseEnvUtil.getRetryInterval(1000), DataXCaseEnvUtil.getRetryExponential(true));
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsReaderErrorCode.OPEN_RECORD_READER_FAILED,
-                    "open RecordReader失败. 请联系 ODPS 管理员处理.", e);
+                    MESSAGE_SOURCE.message("odpsutil.6"), e);
         }
     }
 
+
+    /**
+     * odpsreader采用的指定读取某些列的downloadSession
+     */
+    public static RecordReader getRecordReader(final TableTunnel.DownloadSession downloadSession, final long start, final long count,
+                                               final boolean isCompress, final List<Column> columns) {
+        try {
+            return RetryUtil.executeWithRetry(new Callable<RecordReader>() {
+                @Override
+                public RecordReader call() throws Exception {
+                    return downloadSession.openRecordReader(start, count, isCompress, columns);
+                }
+            }, DataXCaseEnvUtil.getRetryTimes(MAX_RETRY_TIME), DataXCaseEnvUtil.getRetryInterval(1000), DataXCaseEnvUtil.getRetryExponential(true));
+        } catch (Exception e) {
+            throw DataXException.asDataXException(OdpsReaderErrorCode.OPEN_RECORD_READER_FAILED,
+                    MESSAGE_SOURCE.message("odpsutil.6"), e);
+        }
+    }
+
+
     /**
      * table.reload() 方法抛出的 odps 异常 转化为更清晰的 datax 异常 抛出
      */
     public static void throwDataXExceptionWhenReloadTable(Exception e, String tableName) {
-        if(e.getMessage() != null) {
-            if(e.getMessage().contains(OdpsExceptionMsg.ODPS_PROJECT_NOT_FOUNT)) {
+        if (e.getMessage() != null) {
+            if (e.getMessage().contains(OdpsExceptionMsg.ODPS_PROJECT_NOT_FOUNT)) {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.ODPS_PROJECT_NOT_FOUNT,
-                        String.format("加载 ODPS 源头表:%s 失败. " +
-                                "请检查您配置的 ODPS 源头表的 [project] 是否正确.", tableName), e);
-            } else if(e.getMessage().contains(OdpsExceptionMsg.ODPS_TABLE_NOT_FOUNT)) {
+                        MESSAGE_SOURCE.message("odpsutil.7", tableName), e);
+            } else if (e.getMessage().contains(OdpsExceptionMsg.ODPS_TABLE_NOT_FOUNT)) {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.ODPS_TABLE_NOT_FOUNT,
-                        String.format("加载 ODPS 源头表:%s 失败. " +
-                                "请检查您配置的 ODPS 源头表的 [table] 是否正确.", tableName), e);
-            } else if(e.getMessage().contains(OdpsExceptionMsg.ODPS_ACCESS_KEY_ID_NOT_FOUND)) {
+                        MESSAGE_SOURCE.message("odpsutil.8", tableName), e);
+            } else if (e.getMessage().contains(OdpsExceptionMsg.ODPS_ACCESS_KEY_ID_NOT_FOUND)) {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.ODPS_ACCESS_KEY_ID_NOT_FOUND,
-                        String.format("加载 ODPS 源头表:%s 失败. " +
-                                "请检查您配置的 ODPS 源头表的 [accessId] [accessKey]是否正确.", tableName), e);
-            } else if(e.getMessage().contains(OdpsExceptionMsg.ODPS_ACCESS_KEY_INVALID)) {
+                        MESSAGE_SOURCE.message("odpsutil.9", tableName), e);
+            } else if (e.getMessage().contains(OdpsExceptionMsg.ODPS_ACCESS_KEY_INVALID)) {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.ODPS_ACCESS_KEY_INVALID,
-                        String.format("加载 ODPS 源头表:%s 失败. " +
-                                "请检查您配置的 ODPS 源头表的 [accessKey] 是否正确.", tableName), e);
-            } else if(e.getMessage().contains(OdpsExceptionMsg.ODPS_ACCESS_DENY)) {
+                        MESSAGE_SOURCE.message("odpsutil.10", tableName), e);
+            } else if (e.getMessage().contains(OdpsExceptionMsg.ODPS_ACCESS_DENY)) {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.ODPS_ACCESS_DENY,
-                        String.format("加载 ODPS 源头表:%s 失败. " +
-                                "请检查您配置的 ODPS 源头表的 [accessId] [accessKey] [project]是否匹配.", tableName), e);
+                        MESSAGE_SOURCE.message("odpsutil.11", tableName), e);
             }
         }
         throw DataXException.asDataXException(OdpsReaderErrorCode.ILLEGAL_VALUE,
-                String.format("加载 ODPS 源头表:%s 失败. " +
-                        "请检查您配置的 ODPS 源头表的 project,table,accessId,accessKey,odpsServer等值.", tableName), e);
+                MESSAGE_SOURCE.message("odpsutil.12", tableName), e);
+    }
+
+    public static List<Column> getNormalColumns(List<Pair<String, ColumnType>> parsedColumns,
+                                                Map<String, TypeInfo> columnTypeMap) {
+        List<Column> userConfigNormalColumns = new ArrayList<Column>();
+        Set<String> columnNameSet = new HashSet<String>();
+        for (Pair<String, ColumnType> columnInfo : parsedColumns) {
+            if (columnInfo.getValue() == ColumnType.NORMAL) {
+                String columnName = columnInfo.getKey();
+                if (!columnNameSet.contains(columnName)) {
+                    Column column = new Column(columnName, columnTypeMap.get(columnName));
+                    userConfigNormalColumns.add(column);
+                    columnNameSet.add(columnName);
+                }
+            }
+        }
+        return userConfigNormalColumns;
+    }
+
+    /**
+     * 执行odps preSql和postSql
+     *
+     * @param odps: odps client
+     * @param sql : 要执行的odps sql语句, 因为会有重试, 所以sql 必须为幂等的
+     * @param tag : "preSql" or "postSql"
+     */
+    public static void runSqlTaskWithRetry(final Odps odps, final String sql, final String tag){
+        //重试次数
+        int retryTimes = 10;
+        //重试间隔(ms)
+        long sleepTimeInMilliSecond = 1000L;
+        try {
+            RetryUtil.executeWithRetry(new Callable<Void>() {
+                @Override
+                public Void call() throws Exception {
+                    long beginTime = System.currentTimeMillis();
+
+                    runSqlTask(odps, sql, tag);
+
+                    long endIime = System.currentTimeMillis();
+                    LOG.info(String.format("exectue odps sql: %s finished, cost time : %s ms",
+                        sql, (endIime - beginTime)));
+                    return null;
+                }
+            }, DataXCaseEnvUtil.getRetryTimes(retryTimes), DataXCaseEnvUtil.getRetryInterval(sleepTimeInMilliSecond), DataXCaseEnvUtil.getRetryExponential(true));
+        } catch (Exception e) {
+            String errMessage = String.format("Retry %s times to exectue sql :[%s] failed! Exception: %s",
+                retryTimes, e.getMessage());
+            throw DataXException.asDataXException(OdpsReaderErrorCode.RUN_SQL_ODPS_EXCEPTION, errMessage, e);
+        }
+    }
+
+    public static void runSqlTask(Odps odps, String sql, String tag) {
+        if (StringUtils.isBlank(sql)) {
+            return;
+        }
+
+        String taskName = String.format("datax_odpsreader_%s_%s", tag, UUID.randomUUID().toString().replace('-', '_'));
+
+        LOG.info("Try to start sqlTask:[{}] to run odps sql:[\n{}\n] .", taskName, sql);
+
+        Instance instance;
+        Instance.TaskStatus status;
+        try {
+            Map<String, String> hints = new HashMap<String, String>();
+            hints.put("odps.sql.submit.mode", "script");
+            instance = SQLTask.run(odps, odps.getDefaultProject(), sql, taskName, hints, null);
+            instance.waitForSuccess();
+            status = instance.getTaskStatus().get(taskName);
+            if (!Instance.TaskStatus.Status.SUCCESS.equals(status.getStatus())) {
+                throw DataXException.asDataXException(OdpsReaderErrorCode.RUN_SQL_FAILED,
+                    MESSAGE_SOURCE.message("odpsutil.13", sql));
+            }
+        } catch (DataXException e) {
+            throw e;
+        } catch (Exception e) {
+            throw DataXException.asDataXException(OdpsReaderErrorCode.RUN_SQL_ODPS_EXCEPTION,
+                MESSAGE_SOURCE.message("odpsutil.14", sql), e);
+        }
     }
 }
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/SqliteUtil.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/SqliteUtil.java
new file mode 100644
index 00000000..70c22267
--- /dev/null
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/SqliteUtil.java
@@ -0,0 +1,103 @@
+package com.alibaba.datax.plugin.reader.odpsreader.util;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.ResultSet;
+import java.sql.ResultSetMetaData;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.ArrayList;
+import java.util.List;
+
+import com.alibaba.datax.plugin.reader.odpsreader.Constant;
+import com.aliyun.odps.Partition;
+import com.aliyun.odps.Table;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+public class SqliteUtil {
+
+    private static final Logger LOGGER = LoggerFactory.getLogger(SqliteUtil.class);
+
+    private Connection connection = null;
+    private Statement stmt = null;
+
+    private String partitionName = "partitionName";
+
+    private String createSQLTemplate = "Create Table DataXODPSReaderPPR (" + partitionName +" String, %s)";
+    private String insertSQLTemplate = "Insert Into DataXODPSReaderPPR Values (%s)";
+    private String selectSQLTemplate = "Select * From DataXODPSReaderPPR Where %s";
+
+    public SqliteUtil() throws ClassNotFoundException, SQLException {
+
+        Class.forName("org.sqlite.JDBC");
+        this.connection = DriverManager.getConnection("jdbc:sqlite::memory:");
+        this.stmt = this.connection.createStatement();
+    }
+
+    public void loadAllPartitionsIntoSqlite(Table table, List<String> allOriginPartitions) throws SQLException {
+        List<String> partitionColumnList = new ArrayList<String>();
+        String partition = allOriginPartitions.get(0);
+        String[] partitionSpecs = partition.split(",");
+        List<String> partitionKeyList = new ArrayList<String>();
+        for (String partitionKeyValue : partitionSpecs) {
+            String partitionKey = partitionKeyValue.split("=")[0];
+            partitionColumnList.add(String.format("%s String", partitionKey));
+            partitionKeyList.add(partitionKey);
+        }
+        String createSQL = String.format(createSQLTemplate, StringUtils.join(partitionColumnList.toArray(), ","));
+        LOGGER.info(createSQL);
+        this.stmt.execute(createSQL);
+
+        insertAllOriginPartitionIntoSqlite(table, partitionKeyList);
+    }
+
+    /**
+     * 根据用户配置的过滤条件, 从sqlite中select出符合的partition列表
+     * @param userHintConfiguredPartitions
+     * @return
+     */
+    public List<String> selectUserConfiguredPartition(List<String> userHintConfiguredPartitions) throws SQLException {
+        List<String> selectedPartitionsFromSqlite = new ArrayList<String>();
+        for (String partitionWhereConditions : userHintConfiguredPartitions) {
+            String selectUserConfiguredPartitionsSql = String.format(selectSQLTemplate,
+                StringUtils.remove(partitionWhereConditions, Constant.PARTITION_FILTER_HINT));
+            LOGGER.info(selectUserConfiguredPartitionsSql);
+            ResultSet rs = stmt.executeQuery(selectUserConfiguredPartitionsSql);
+            while (rs.next()) {
+                selectedPartitionsFromSqlite.add(getPartitionsValue(rs));
+            }
+        }
+        return selectedPartitionsFromSqlite;
+    }
+
+    private String getPartitionsValue (ResultSet rs) throws SQLException {
+        List<String> partitions = new ArrayList<String>();
+        ResultSetMetaData rsMetaData = rs.getMetaData();
+        Integer columnCounter = rs.getMetaData().getColumnCount();
+        for (int columnIndex = 2; columnIndex <= columnCounter; columnIndex++) {
+            partitions.add(String.format("%s=%s", rsMetaData.getColumnName(columnIndex), rs.getString(columnIndex)));
+        }
+        return StringUtils.join(partitions, ",");
+    }
+
+    /**
+     * 将odps table里所有partition值载入sqlite中
+     * @param table
+     * @param partitionKeyList
+     * @throws SQLException
+     */
+    private void insertAllOriginPartitionIntoSqlite(Table table, List<String> partitionKeyList) throws SQLException {
+        List<Partition> partitions = table.getPartitions();
+        for (Partition partition : partitions){
+            List<String> partitionColumnValue = new ArrayList<String>();
+            partitionColumnValue.add("\""+partition.getPartitionSpec().toString()+"\"");
+            for (String partitionKey : partitionKeyList) {
+                partitionColumnValue.add("\""+partition.getPartitionSpec().get(partitionKey)+"\"");
+            }
+            String insertPartitionValueSql = String.format(insertSQLTemplate, StringUtils.join(partitionColumnValue, ","));
+            this.stmt.execute(insertPartitionValueSql);
+        }
+    }
+}
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/UserConfiguredPartitionClassification.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/UserConfiguredPartitionClassification.java
new file mode 100644
index 00000000..1a979969
--- /dev/null
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/UserConfiguredPartitionClassification.java
@@ -0,0 +1,39 @@
+package com.alibaba.datax.plugin.reader.odpsreader.util;
+
+import java.util.List;
+
+public class UserConfiguredPartitionClassification {
+
+    //包含/*query*/的partition, 例如: /*query*/ dt>=20170101 and dt<= 20170109
+    private List<String> userConfiguredHintPartition;
+
+    //不包含/*query*/的partition, 例如: dt=20170101 或者 dt=201701*
+    private List<String> userConfiguredNormalPartition;
+
+    //是否包含hint的partition
+    private boolean isIncludeHintPartition;
+
+    public List<String> getUserConfiguredHintPartition() {
+        return userConfiguredHintPartition;
+    }
+
+    public void setUserConfiguredHintPartition(List<String> userConfiguredHintPartition) {
+        this.userConfiguredHintPartition = userConfiguredHintPartition;
+    }
+
+    public List<String> getUserConfiguredNormalPartition() {
+        return userConfiguredNormalPartition;
+    }
+
+    public void setUserConfiguredNormalPartition(List<String> userConfiguredNormalPartition) {
+        this.userConfiguredNormalPartition = userConfiguredNormalPartition;
+    }
+
+    public boolean isIncludeHintPartition() {
+        return isIncludeHintPartition;
+    }
+
+    public void setIncludeHintPartition(boolean includeHintPartition) {
+        isIncludeHintPartition = includeHintPartition;
+    }
+}
diff --git a/odpsreader/src/main/libs/bcprov-jdk15on-1.52.jar b/odpsreader/src/main/libs/bcprov-jdk15on-1.52.jar
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diff --git a/odpswriter/pom.xml b/odpswriter/pom.xml
index 8073ec43..c253e3fc 100755
--- a/odpswriter/pom.xml
+++ b/odpswriter/pom.xml
@@ -31,17 +31,10 @@
             <artifactId>logback-classic</artifactId>
         </dependency>
         <dependency>
-            <groupId>org.bouncycastle</groupId>
-            <artifactId>bcprov-jdk15on</artifactId>
-            <version>1.52</version>
-            <scope>system</scope>
-            <systemPath>${basedir}/src/main/libs/bcprov-jdk15on-1.52.jar</systemPath>
+            <groupId>com.aliyun.odps</groupId>
+            <artifactId>odps-sdk-core</artifactId>
+            <version>0.38.4-public</version>
         </dependency>
-        <dependency>
-			<groupId>com.aliyun.odps</groupId>
-			<artifactId>odps-sdk-core</artifactId>
-			<version>0.20.7-public</version>
-		</dependency>
 
         <!-- httpclient begin -->
         <dependency>
@@ -51,6 +44,14 @@
         </dependency>
         <!-- httpclient end -->
 
+        <!-- json begin -->
+        <!-- <dependency>
+            <groupId>net.sf.json-lib</groupId>
+            <artifactId>json-lib</artifactId>
+            <version>2.2.3</version>
+        </dependency> -->
+        <!-- json end -->
+
         <dependency>
             <groupId>org.mockito</groupId>
             <artifactId>mockito-core</artifactId>
@@ -70,9 +71,30 @@
             <scope>test</scope>
         </dependency>
 
+        <!-- https://mvnrepository.com/artifact/org.aspectj/aspectjweaver -->
+        <dependency>
+            <groupId>org.aspectj</groupId>
+            <artifactId>aspectjweaver</artifactId>
+            <version>1.8.10</version>
+        </dependency>
+
+        <dependency>
+            <groupId>commons-codec</groupId>
+            <artifactId>commons-codec</artifactId>
+            <version>1.8</version>
+        </dependency>
+
     </dependencies>
 
     <build>
+        <resources>
+            <resource>
+                <directory>src/main/java</directory>
+                <includes>
+                    <include>**/*.properties</include>
+                </includes>
+            </resource>
+        </resources>
         <plugins>
             <!-- compiler plugin -->
             <plugin>
diff --git a/odpswriter/src/main/assembly/package.xml b/odpswriter/src/main/assembly/package.xml
index 7d3c91b5..0ef0b43b 100755
--- a/odpswriter/src/main/assembly/package.xml
+++ b/odpswriter/src/main/assembly/package.xml
@@ -23,13 +23,6 @@
 			</includes>
 			<outputDirectory>plugin/writer/odpswriter</outputDirectory>
 		</fileSet>
-        <fileSet>
-            <directory>src/main/libs</directory>
-            <includes>
-                <include>*.*</include>
-            </includes>
-            <outputDirectory>plugin/writer/odpswriter/libs</outputDirectory>
-        </fileSet>
 	</fileSets>
 
 	<dependencySets>
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Constant.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Constant.java
index 22bcc16c..f4d9734b 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Constant.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Constant.java
@@ -12,4 +12,34 @@ public class Constant {
 
     public static final String COLUMN_POSITION = "columnPosition";
 
+    /*
+     * 每个task独立维护一个proxy列表，一共会生成 task并发量 * 分区数量 的proxy，每个proxy会创建 blocksizeInMB（一般是64M） 大小的数组
+     * 因此极易OOM，
+     * 假设默认情况下768M的内存，实际最多只能创建 12 个proxy，8G内存最多只能创建126个proxy，所以最多只允许创建一定数量的proxy，对应到分区数量 1：1
+     *
+     * blockSizeInMB 减小可以减少内存消耗，但是意味着更高频率的网络请求，会对odps服务器造成较大压力
+     *
+     * 另外，可以考虑proxy不用常驻内存，但是需要增加复杂的控制逻辑
+     * 但是一般情况下用户作为分区值得数据是有规律的，比如按照时间，2020-08的数据已经同步完成了，并且后面没有这个分区的数据了，对应的proxy还放在内存中，
+     * 会造成很大的内存浪费。所以有必要对某些proxy进行回收。
+     *
+     * 这里采用是否回收某个proxy的标准是：在最近时间内是否有过数据传输。
+     *
+     *
+     * 需要注意的问题！
+     * 多个任务公用一个proxy，写入时需要抢锁，多并发的性能会受到很大影响，相当于单个分区时串行写入
+     * 这个对性能影响很大，需要避免这种方式，还是尽量各个task有独立的proxy，只是需要去控制内存的使用，只能是控制每个task保有的proxy数量了
+     *
+     * 还可以考虑修改proxy的数组大小，但是设置太小不确定会不会影响性能。可以测试一下
+     */
+
+    public static final Long PROXY_MAX_IDLE_TIME_MS =60 * 1000L;  // 60s没有动作就回收
+
+    public static final Long MAX_PARTITION_CNT = 200L;
+
+    public static final int UTF8_ENCODED_CHAR_MAX_SIZE = 6;
+
+    public static final int DEFAULT_FIELD_MAX_SIZE = 8 * 1024 * 1024;
+
+
 }
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/DateTransForm.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/DateTransForm.java
new file mode 100644
index 00000000..dedc9ecc
--- /dev/null
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/DateTransForm.java
@@ -0,0 +1,57 @@
+package com.alibaba.datax.plugin.writer.odpswriter;
+
+public class DateTransForm {
+    /**
+     * 列名称
+     */
+    private String colName;
+
+    /**
+     * 之前是什么格式
+     */
+    private String fromFormat;
+
+    /**
+     * 要转换成什么格式
+     */
+    private String toFormat;
+
+    public DateTransForm(String colName, String fromFormat, String toFormat) {
+        this.colName = colName;
+        this.fromFormat = fromFormat;
+        this.toFormat = toFormat;
+    }
+
+    public String getColName() {
+        return colName;
+    }
+
+    public void setColName(String colName) {
+        this.colName = colName;
+    }
+
+    public String getFromFormat() {
+        return fromFormat;
+    }
+
+    public void setFromFormat(String fromFormat) {
+        this.fromFormat = fromFormat;
+    }
+
+    public String getToFormat() {
+        return toFormat;
+    }
+
+    public void setToFormat(String toFormat) {
+        this.toFormat = toFormat;
+    }
+
+    @Override
+    public String toString() {
+        return "DateTransForm{" +
+                "colName='" + colName + '\'' +
+                ", fromFormat='" + fromFormat + '\'' +
+                ", toFormat='" + toFormat + '\'' +
+                '}';
+    }
+}
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Key.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Key.java
index f578d72d..7ee11128 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Key.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Key.java
@@ -11,6 +11,8 @@ public final class Key {
 
     public final static String ACCESS_KEY = "accessKey";
 
+    public final static String SECURITY_TOKEN = "securityToken";
+
     public final static String PROJECT = "project";
 
     public final static String TABLE = "table";
@@ -31,4 +33,58 @@ public final class Key {
     public final static String ACCOUNT_TYPE = "accountType";
 
     public final static String IS_COMPRESS = "isCompress";
+
+    // preSql
+    public final static String PRE_SQL="preSql";
+
+    // postSql
+    public final static String POST_SQL="postSql";
+    
+    public final static String CONSISTENCY_COMMIT = "consistencyCommit";
+    
+    public final static String UPLOAD_ID = "uploadId";
+    
+    public final static String TASK_COUNT = "taskCount";
+
+    /**
+     * support dynamic partition，支持动态分区，即根据读取到的record的某一列或几列来确定该record应该存入哪个分区
+     * 1. 如何确定根据哪些列：根据目的表哪几列是分区列，再根据对应的column来路由
+     * 2. 何时创建upload session：由于是动态分区，因此无法在初始化时确定分区，也就无法在初始化时创建 upload session，只有再读取到具体record之后才能创建
+     * 3. 缓存 upload sesseion：每当出现新的分区，则创建新的session，同时将该分区对应的session缓存下来，以备下次又有需要存入该分区的记录
+     * 4. 参数检查：不必要检查分区是否配置
+     */
+    public final static String SUPPORT_DYNAMIC_PARTITION = "supportDynamicPartition";
+
+    /**
+     * 动态分区下，用户如果将源表的某一个时间列映射到分区列，存在如下需求场景：源表的该时间列精确到秒，当时同步到odps表时，只想保留到天，并存入对应的天分区
+     * 格式：
+     * "partitionColumnMapping":[
+     *      {
+     *          "name":"pt", // 必填
+     *          "srcDateFormat":"YYYY-MM-dd hh:mm:ss", // 可选，可能源表中的时间列是 String 类型，此时必须通过 fromDateFormat 来指定源表中该列的日期格式
+     *          "dateFormat":"YYYY-MM-dd" // 必填
+     *      },
+     *      {
+     *          ...
+     *      },
+     *
+     *      ...
+     * ]
+     */
+    public final static String PARTITION_COL_MAPPING = "partitionColumnMapping";
+    public final static String PARTITION_COL_MAPPING_NAME = "name";
+    public final static String PARTITION_COL_MAPPING_SRC_COL_DATEFORMAT = "srcDateFormat";
+    public final static String PARTITION_COL_MAPPING_DATEFORMAT = "dateFormat";
+    public final static String WRITE_TIMEOUT_IN_MS = "writeTimeoutInMs";
+
+    public static final String OVER_LENGTH_RULE = "overLengthRule";
+    //截断后保留的最大长度
+    public static final String MAX_FIELD_LENGTH = "maxFieldLength";
+    //odps本身支持的最大长度
+    public static final String MAX_ODPS_FIELD_LENGTH = "maxOdpsFieldLength";
+    public static final String ENABLE_OVER_LENGTH_OUTPUT = "enableOverLengthOutput";
+    public static final String MAX_OVER_LENGTH_OUTPUT_COUNT = "maxOverLengthOutputCount";
+
+    //动态分区写入模式下，内存使用率达到80%则flush时间间隔，单位分钟
+    public static final String DYNAMIC_PARTITION_MEM_USAGE_FLUSH_INTERVAL_IN_MINUTE = "dynamicPartitionMemUsageFlushIntervalInMinute";
 }
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/LocalStrings.properties b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/LocalStrings.properties
new file mode 100644
index 00000000..be7862af
--- /dev/null
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/LocalStrings.properties
@@ -0,0 +1,34 @@
+errorcode.required_value=\u60a8\u7f3a\u5931\u4e86\u5fc5\u987b\u586b\u5199\u7684\u53c2\u6570\u503c.
+errorcode.illegal_value=\u60a8\u914d\u7f6e\u7684\u503c\u4e0d\u5408\u6cd5.
+errorcode.unsupported_column_type=DataX \u4e0d\u652f\u6301\u5199\u5165 ODPS \u7684\u76ee\u7684\u8868\u7684\u6b64\u79cd\u6570\u636e\u7c7b\u578b.
+errorcode.table_truncate_error=\u6e05\u7a7a ODPS \u76ee\u7684\u8868\u65f6\u51fa\u9519.
+errorcode.create_master_upload_fail=\u521b\u5efa ODPS \u7684 uploadSession \u5931\u8d25.
+errorcode.get_slave_upload_fail=\u83b7\u53d6 ODPS \u7684 uploadSession \u5931\u8d25.
+errorcode.get_id_key_fail=\u83b7\u53d6 accessId/accessKey \u5931\u8d25.
+errorcode.get_partition_fail=\u83b7\u53d6 ODPS \u76ee\u7684\u8868\u7684\u6240\u6709\u5206\u533a\u5931\u8d25.
+errorcode.add_partition_failed=\u6dfb\u52a0\u5206\u533a\u5230 ODPS \u76ee\u7684\u8868\u5931\u8d25.
+errorcode.writer_record_fail=\u5199\u5165\u6570\u636e\u5230 ODPS \u76ee\u7684\u8868\u5931\u8d25.
+errorcode.commit_block_fail=\u63d0\u4ea4 block \u5230 ODPS \u76ee\u7684\u8868\u5931\u8d25.
+errorcode.run_sql_failed=\u6267\u884c ODPS Sql \u5931\u8d25.
+errorcode.check_if_partitioned_table_failed=\u68c0\u67e5 ODPS \u76ee\u7684\u8868:%s \u662f\u5426\u4e3a\u5206\u533a\u8868\u5931\u8d25.
+errorcode.run_sql_odps_exception=\u6267\u884c ODPS Sql \u65f6\u629b\u51fa\u5f02\u5e38, \u53ef\u91cd\u8bd5
+errorcode.account_type_error=\u8d26\u53f7\u7c7b\u578b\u9519\u8bef.
+errorcode.partition_error=\u5206\u533a\u914d\u7f6e\u9519\u8bef.
+errorcode.column_not_exist=\u7528\u6237\u914d\u7f6e\u7684\u5217\u4e0d\u5b58\u5728.
+errorcode.odps_project_not_fount=\u60a8\u914d\u7f6e\u7684\u503c\u4e0d\u5408\u6cd5, odps project \u4e0d\u5b58\u5728.
+errorcode.odps_table_not_fount=\u60a8\u914d\u7f6e\u7684\u503c\u4e0d\u5408\u6cd5, odps table \u4e0d\u5b58\u5728
+errorcode.odps_access_key_id_not_found=\u60a8\u914d\u7f6e\u7684\u503c\u4e0d\u5408\u6cd5, odps accessId,accessKey \u4e0d\u5b58\u5728
+errorcode.odps_access_key_invalid=\u60a8\u914d\u7f6e\u7684\u503c\u4e0d\u5408\u6cd5, odps accessKey \u9519\u8bef
+errorcode.odps_access_deny=\u62d2\u7edd\u8bbf\u95ee, \u60a8\u4e0d\u5728 \u60a8\u914d\u7f6e\u7684 project \u4e2d
+
+
+odpswriter.1=\u8d26\u53f7\u7c7b\u578b\u9519\u8bef\uff0c\u56e0\u4e3a\u4f60\u7684\u8d26\u53f7 [{0}] \u4e0d\u662fdatax\u76ee\u524d\u652f\u6301\u7684\u8d26\u53f7\u7c7b\u578b\uff0c\u76ee\u524d\u4ec5\u652f\u6301aliyun, taobao\u8d26\u53f7\uff0c\u8bf7\u4fee\u6539\u60a8\u7684\u8d26\u53f7\u4fe1\u606f.
+odpswriter.2=\u8fd9\u662f\u4e00\u6761\u9700\u8981\u6ce8\u610f\u7684\u4fe1\u606f \u7531\u4e8e\u60a8\u7684\u4f5c\u4e1a\u914d\u7f6e\u4e86\u5199\u5165 ODPS \u7684\u76ee\u7684\u8868\u65f6emptyAsNull=true, \u6240\u4ee5 DataX\u5c06\u4f1a\u628a\u957f\u5ea6\u4e3a0\u7684\u7a7a\u5b57\u7b26\u4e32\u4f5c\u4e3a java \u7684 null \u5199\u5165 ODPS.
+odpswriter.3=\u60a8\u914d\u7f6e\u7684blockSizeInMB:{0} \u53c2\u6570\u9519\u8bef. \u6b63\u786e\u7684\u914d\u7f6e\u662f[1-512]\u4e4b\u95f4\u7684\u6574\u6570. \u8bf7\u4fee\u6539\u6b64\u53c2\u6570\u7684\u503c\u4e3a\u8be5\u533a\u95f4\u5185\u7684\u6570\u503c
+odpswriter.4=\u5199\u5165 ODPS \u76ee\u7684\u8868\u5931\u8d25. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+
+
+odpswriterproxy.1=\u4eb2\uff0c\u914d\u7f6e\u4e2d\u7684\u6e90\u8868\u7684\u5217\u4e2a\u6570\u548c\u76ee\u7684\u7aef\u8868\u4e0d\u4e00\u81f4\uff0c\u6e90\u8868\u4e2d\u60a8\u914d\u7f6e\u7684\u5217\u6570\u662f:{0} \u5927\u4e8e\u76ee\u7684\u7aef\u7684\u5217\u6570\u662f:{1} , \u8fd9\u6837\u4f1a\u5bfc\u81f4\u6e90\u5934\u6570\u636e\u65e0\u6cd5\u6b63\u786e\u5bfc\u5165\u76ee\u7684\u7aef, \u8bf7\u68c0\u67e5\u60a8\u7684\u914d\u7f6e\u5e76\u4fee\u6539.
+odpswriterproxy.2=\u6e90\u8868\u7684\u5217\u4e2a\u6570\u5c0f\u4e8e\u76ee\u7684\u8868\u7684\u5217\u4e2a\u6570\uff0c\u6e90\u8868\u5217\u6570\u662f:{0} \u76ee\u7684\u8868\u5217\u6570\u662f:{1} , \u6570\u76ee\u4e0d\u5339\u914d. DataX \u4f1a\u628a\u76ee\u7684\u7aef\u591a\u51fa\u7684\u5217\u7684\u503c\u8bbe\u7f6e\u4e3a\u7a7a\u503c. \u5982\u679c\u8fd9\u4e2a\u9ed8\u8ba4\u914d\u7f6e\u4e0d\u7b26\u5408\u60a8\u7684\u671f\u671b\uff0c\u8bf7\u4fdd\u6301\u6e90\u8868\u548c\u76ee\u7684\u8868\u914d\u7f6e\u7684\u5217\u6570\u76ee\u4fdd\u6301\u4e00\u81f4.
+odpswriterproxy.3=Odps decimal \u7c7b\u578b\u7684\u6574\u6570\u4f4d\u4e2a\u6570\u4e0d\u80fd\u8d85\u8fc735
+odpswriterproxy.4=\u5199\u5165 ODPS \u76ee\u7684\u8868\u65f6\u9047\u5230\u4e86\u810f\u6570\u636e: \u7b2c[{0}]\u4e2a\u5b57\u6bb5 {1} \u7684\u6570\u636e\u51fa\u73b0\u9519\u8bef\uff0c\u8bf7\u68c0\u67e5\u8be5\u6570\u636e\u5e76\u4f5c\u51fa\u4fee\u6539 \u6216\u8005\u60a8\u53ef\u4ee5\u589e\u5927\u9600\u503c\uff0c\u5ffd\u7565\u8fd9\u6761\u8bb0\u5f55.
\ No newline at end of file
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java
index 60deb5dd..c82fcef4 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java
@@ -8,29 +8,49 @@ import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.statistics.PerfRecord;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.ListUtil;
-import com.alibaba.datax.plugin.writer.odpswriter.util.IdAndKeyUtil;
-import com.alibaba.datax.plugin.writer.odpswriter.util.OdpsUtil;
-
+import com.alibaba.datax.common.util.MessageSource;
+import com.alibaba.datax.plugin.writer.odpswriter.model.PartitionInfo;
+import com.alibaba.datax.plugin.writer.odpswriter.model.UserDefinedFunction;
+import com.alibaba.datax.plugin.writer.odpswriter.util.*;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
 import com.aliyun.odps.Odps;
 import com.aliyun.odps.Table;
 import com.aliyun.odps.TableSchema;
 import com.aliyun.odps.tunnel.TableTunnel;
 import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.tuple.MutablePair;
+import org.apache.commons.lang3.tuple.Pair;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.ArrayList;
-import java.util.List;
+import java.lang.management.ManagementFactory;
+import java.lang.management.MemoryUsage;
+import java.util.*;
+import java.util.concurrent.atomic.AtomicInteger;
 import java.util.concurrent.atomic.AtomicLong;
+import java.util.stream.Collectors;
+
+import static com.alibaba.datax.plugin.writer.odpswriter.util.CustomPartitionUtils.getListWithJson;
 
 /**
  * 已修改为：每个 task 各自创建自己的 upload,拥有自己的 uploadId，并在 task 中完成对对应 block 的提交。
  */
 public class OdpsWriter extends Writer {
 
+    public static HashSet<String> partitionsDealedTruncate = new HashSet<>();
+    static final Object lockForPartitionDealedTruncate = new Object();
+    public static AtomicInteger partitionCnt = new AtomicInteger(0);
+    public static Long maxPartitionCnt;
+    public static AtomicLong globalTotalTruncatedRecordNumber = new AtomicLong(0);
+    public static Long maxOutputOverLengthRecord;
+    public static int maxOdpsFieldLength = Constant.DEFAULT_FIELD_MAX_SIZE;
+
     public static class Job extends Writer.Job {
         private static final Logger LOG = LoggerFactory
                 .getLogger(Job.class);
+        private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(OdpsWriter.class);
 
         private static final boolean IS_DEBUG = LOG.isDebugEnabled();
 
@@ -47,6 +67,8 @@ public class OdpsWriter extends Writer {
         private String uploadId;
         private TableTunnel.UploadSession masterUpload;
         private int blockSizeInMB;
+        private boolean consistencyCommit;
+        private boolean supportDynamicPartition;
 
         public void preCheck() {
             this.init();
@@ -54,6 +76,94 @@ public class OdpsWriter extends Writer {
         }
 
         public void doPreCheck() {
+
+            //检查列信息是否正确
+            List<String> allColumns = OdpsUtil.getAllColumns(this.table.getSchema());
+            LOG.info("allColumnList: {} .", StringUtils.join(allColumns, ','));
+            List<String> allPartColumns = OdpsUtil.getAllPartColumns(this.table.getSchema());
+            LOG.info("allPartColumnsList: {} .", StringUtils.join(allPartColumns, ','));
+            dealColumn(this.originalConfig, allColumns, allPartColumns);
+
+            //检查分区信息是否正确
+            if (!supportDynamicPartition) {
+                OdpsUtil.preCheckPartition(this.odps, this.table, this.partition, this.truncate);
+            }
+        }
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+
+
+            OdpsUtil.checkNecessaryConfig(this.originalConfig);
+            OdpsUtil.dealMaxRetryTime(this.originalConfig);
+
+
+
+            this.projectName = this.originalConfig.getString(Key.PROJECT);
+            this.tableName = this.originalConfig.getString(Key.TABLE);
+            this.tunnelServer = this.originalConfig.getString(Key.TUNNEL_SERVER, null);
+
+            this.dealAK();
+
+            // init odps config
+            this.odps = OdpsUtil.initOdpsProject(this.originalConfig);
+
+            //检查表等配置是否正确
+            this.table = OdpsUtil.getTable(odps, this.projectName, this.tableName);
+
+            // 处理动态分区参数，以及动态分区相关配置是否合法，如果没有配置动态分区，则根据列映射配置决定是否启用
+            this.dealDynamicPartition();
+
+            //check isCompress
+            this.originalConfig.getBool(Key.IS_COMPRESS, false);
+
+            // 如果不是动态分区写入，则检查分区配置，动态分区写入不用检查
+            if (!this.supportDynamicPartition) {
+                this.partition = OdpsUtil.formatPartition(this.originalConfig
+                        .getString(Key.PARTITION, ""), true);
+                this.originalConfig.set(Key.PARTITION, this.partition);
+            }
+
+            this.truncate = this.originalConfig.getBool(Key.TRUNCATE);
+
+            this.consistencyCommit = this.originalConfig.getBool(Key.CONSISTENCY_COMMIT, false);
+
+            boolean emptyAsNull = this.originalConfig.getBool(Key.EMPTY_AS_NULL, false);
+            this.originalConfig.set(Key.EMPTY_AS_NULL, emptyAsNull);
+            if (emptyAsNull) {
+                LOG.warn(MESSAGE_SOURCE.message("odpswriter.2"));
+            }
+
+            this.blockSizeInMB = this.originalConfig.getInt(Key.BLOCK_SIZE_IN_MB, 64);
+            if (this.blockSizeInMB < 8) {
+                this.blockSizeInMB = 8;
+            }
+            this.originalConfig.set(Key.BLOCK_SIZE_IN_MB, this.blockSizeInMB);
+            LOG.info("blockSizeInMB={}.", this.blockSizeInMB);
+            maxPartitionCnt = ManagementFactory.getMemoryMXBean().getHeapMemoryUsage().getMax() / 1024 / 1024 / this.blockSizeInMB;
+            if (maxPartitionCnt < Constant.MAX_PARTITION_CNT) {
+                maxPartitionCnt = Constant.MAX_PARTITION_CNT;
+            }
+            LOG.info("maxPartitionCnt={}", maxPartitionCnt);
+
+            if (IS_DEBUG) {
+                LOG.debug("After master init(), job config now is: [\n{}\n] .",
+                        this.originalConfig.toJSON());
+            }
+        }
+
+        private void dealAK() {
+            this.accountType = this.originalConfig.getString(Key.ACCOUNT_TYPE,
+                Constant.DEFAULT_ACCOUNT_TYPE);
+
+            if (!Constant.DEFAULT_ACCOUNT_TYPE.equalsIgnoreCase(this.accountType) &&
+                    !Constant.TAOBAO_ACCOUNT_TYPE.equalsIgnoreCase(this.accountType)) {
+                throw DataXException.asDataXException(OdpsWriterErrorCode.ACCOUNT_TYPE_ERROR,
+                        MESSAGE_SOURCE.message("odpswriter.1", accountType));
+            }
+            this.originalConfig.set(Key.ACCOUNT_TYPE, this.accountType);
+
             //检查accessId,accessKey配置
             if (Constant.DEFAULT_ACCOUNT_TYPE
                     .equalsIgnoreCase(this.accountType)) {
@@ -66,66 +176,66 @@ public class OdpsWriter extends Writer {
                 }
                 LOG.info("accessId:[{}] .", accessId);
             }
-            // init odps config
-            this.odps = OdpsUtil.initOdpsProject(this.originalConfig);
-
-            //检查表等配置是否正确
-            this.table = OdpsUtil.getTable(odps,this.projectName,this.tableName);
-
-            //检查列信息是否正确
-            List<String> allColumns = OdpsUtil.getAllColumns(this.table.getSchema());
-            LOG.info("allColumnList: {} .", StringUtils.join(allColumns, ','));
-            dealColumn(this.originalConfig, allColumns);
-
-            //检查分区信息是否正确
-            OdpsUtil.preCheckPartition(this.odps, this.table, this.partition, this.truncate);
         }
 
-        @Override
-        public void init() {
-            this.originalConfig = super.getPluginJobConf();
-
-            OdpsUtil.checkNecessaryConfig(this.originalConfig);
-            OdpsUtil.dealMaxRetryTime(this.originalConfig);
-
-            this.projectName = this.originalConfig.getString(Key.PROJECT);
-            this.tableName = this.originalConfig.getString(Key.TABLE);
-            this.tunnelServer = this.originalConfig.getString(Key.TUNNEL_SERVER, null);
-
-            //check isCompress
-            this.originalConfig.getBool(Key.IS_COMPRESS, false);
-
-            this.partition = OdpsUtil.formatPartition(this.originalConfig
-                    .getString(Key.PARTITION, ""));
-            this.originalConfig.set(Key.PARTITION, this.partition);
-
-            this.accountType = this.originalConfig.getString(Key.ACCOUNT_TYPE,
-                    Constant.DEFAULT_ACCOUNT_TYPE);
-            if (!Constant.DEFAULT_ACCOUNT_TYPE.equalsIgnoreCase(this.accountType) &&
-                    !Constant.TAOBAO_ACCOUNT_TYPE.equalsIgnoreCase(this.accountType)) {
-                throw DataXException.asDataXException(OdpsWriterErrorCode.ACCOUNT_TYPE_ERROR,
-                        String.format("账号类型错误，因为你的账号 [%s] 不是datax目前支持的账号类型，目前仅支持aliyun, taobao账号，请修改您的账号信息.", accountType));
-            }
-            this.originalConfig.set(Key.ACCOUNT_TYPE, this.accountType);
-
-            this.truncate = this.originalConfig.getBool(Key.TRUNCATE);
-
-            boolean emptyAsNull = this.originalConfig.getBool(Key.EMPTY_AS_NULL, false);
-            this.originalConfig.set(Key.EMPTY_AS_NULL, emptyAsNull);
-            if (emptyAsNull) {
-                LOG.warn("这是一条需要注意的信息 由于您的作业配置了写入 ODPS 的目的表时emptyAsNull=true, 所以 DataX将会把长度为0的空字符串作为 java 的 null 写入 ODPS.");
+        private void dealDynamicPartition() {
+            /*
+             * 如果显示配置了 supportDynamicPartition，则以配置为准
+             * 如果没有配置，表为分区表且 列映射中包所有含分区列
+             */
+            List<String> partitionCols = OdpsUtil.getAllPartColumns(this.table.getSchema());
+            List<String> configCols = this.originalConfig.getList(Key.COLUMN, String.class);
+            LOG.info("partition columns:{}", partitionCols);
+            LOG.info("config columns:{}", configCols);
+            LOG.info("support dynamic partition:{}",this.originalConfig.getBool(Key.SUPPORT_DYNAMIC_PARTITION));
+            LOG.info("partition format type:{}",this.originalConfig.getString("partitionFormatType"));
+            if (this.originalConfig.getKeys().contains(Key.SUPPORT_DYNAMIC_PARTITION)) {
+                this.supportDynamicPartition = this.originalConfig.getBool(Key.SUPPORT_DYNAMIC_PARTITION);
+                if (supportDynamicPartition) {
+                    // 自定义分区
+                    if("custom".equalsIgnoreCase(originalConfig.getString("partitionFormatType"))){
+                        List<PartitionInfo> partitions = getListWithJson(originalConfig,"customPartitionColumns",PartitionInfo.class);
+                        // 自定义分区配置必须与实际分区列完全一致
+                        if (!ListUtil.checkIfAllSameValue(partitions.stream().map(item->item.getName()).collect(Collectors.toList()), partitionCols)) {
+                            throw DataXException.asDataXException("custom partition config is not same as real partition info.");
+                        }
+                    } else {
+                        // 设置动态分区写入为真--检查是否所有分区列都配置在了列映射中，不满足则抛出异常
+                        if (!ListUtil.checkIfBInA(configCols, partitionCols, false)) {
+                            throw DataXException.asDataXException("You config supportDynamicPartition as true, but didn't config all partition columns");
+                        }
+                    }
+                } else {
+                    // 设置动态分区写入为假--确保列映射中没有配置分区列，配置则抛出异常
+                    if (ListUtil.checkIfHasSameValue(configCols, partitionCols)) {
+                        throw DataXException.asDataXException("You should config all partition columns in column param, or you can specify a static partition param");
+                    }
+                }
+            } else {
+                if (OdpsUtil.isPartitionedTable(table)) {
+                    // 分区表，列映射配置了分区，同时检查所有分区列要么都被配置，要么都没有配置
+                    if (ListUtil.checkIfBInA(configCols, partitionCols, false)) {
+                        // 所有的partition 列都配置在了column中
+                        this.supportDynamicPartition = true;
+                    } else {
+                        // 并非所有partition列都配置在了column中，此时还需检查是否只配置了部分，如果只配置了部分，则报错
+                        if (ListUtil.checkIfHasSameValue(configCols, partitionCols)) {
+                            throw DataXException.asDataXException("You should config all partition columns in column param, or you can specify a static partition param");
+                        }
+                        // 分区列没有配置任何分区列，则设置为false
+                        this.supportDynamicPartition = false;
+                    }
+                } else {
+                    LOG.info("{} is not a partition tale, set supportDynamicParition as false", this.tableName);
+                    this.supportDynamicPartition = false;
+                }
             }
 
-            this.blockSizeInMB = this.originalConfig.getInt(Key.BLOCK_SIZE_IN_MB, 64);
-            if(this.blockSizeInMB < 8) {
-                this.blockSizeInMB = 8;
-            }
-            this.originalConfig.set(Key.BLOCK_SIZE_IN_MB, this.blockSizeInMB);
-            LOG.info("blockSizeInMB={}.", this.blockSizeInMB);
-
-            if (IS_DEBUG) {
-                LOG.debug("After master init(), job config now is: [\n{}\n] .",
-                        this.originalConfig.toJSON());
+            // 分布式下不支持动态分区写入，如果是分布式模式则报错
+            LOG.info("current run mode: {}", System.getProperty("datax.executeMode"));
+            if (supportDynamicPartition && StringUtils.equalsIgnoreCase("distribute", System.getProperty("datax.executeMode"))) {
+                LOG.error("Distribute mode don't support dynamic partition writing");
+                System.exit(1);
             }
         }
 
@@ -148,10 +258,29 @@ public class OdpsWriter extends Writer {
             // init odps config
             this.odps = OdpsUtil.initOdpsProject(this.originalConfig);
 
-            //检查表等配置是否正确
-            this.table = OdpsUtil.getTable(odps,this.projectName,this.tableName);
+            List<String> preSqls = this.originalConfig.getList(Key.PRE_SQL, String.class);
+            if (preSqls != null && !preSqls.isEmpty()) {
+                LOG.info(String.format("Beigin to exectue preSql : %s. \n Attention: these preSqls must be idempotent!!!",
+                        JSON.toJSONString(preSqls)));
+                long beginTime = System.currentTimeMillis();
+                for (String preSql : preSqls) {
+                    preSql = preSql.trim();
+                    if (!preSql.endsWith(";")) {
+                        preSql = String.format("%s;", preSql);
+                    }
+                    OdpsUtil.runSqlTaskWithRetry(this.odps, preSql, "preSql");
+                }
+                long endTime = System.currentTimeMillis();
+                LOG.info(String.format("Exectue odpswriter preSql successfully! cost time: %s ms.", (endTime - beginTime)));
+            }
 
-            OdpsUtil.dealTruncate(this.odps, this.table, this.partition, this.truncate);
+            //检查表等配置是否正确
+            this.table = OdpsUtil.getTable(odps, this.projectName, this.tableName);
+
+            // 如果是动态分区写入，因为无需配置分区信息，因此也无法在任务初始化时进行 truncate
+            if (!supportDynamicPartition) {
+                OdpsUtil.dealTruncate(this.odps, this.table, this.partition, this.truncate);
+            }
         }
 
         /**
@@ -169,20 +298,34 @@ public class OdpsWriter extends Writer {
                 tableTunnel.setEndpoint(tunnelServer);
             }
 
-            this.masterUpload = OdpsUtil.createMasterTunnelUpload(
-                    tableTunnel, this.projectName, this.tableName, this.partition);
-            this.uploadId = this.masterUpload.getId();
-            LOG.info("Master uploadId:[{}].", this.uploadId);
-
-            TableSchema schema = this.masterUpload.getSchema();
+            TableSchema schema = this.table.getSchema();
             List<String> allColumns = OdpsUtil.getAllColumns(schema);
             LOG.info("allColumnList: {} .", StringUtils.join(allColumns, ','));
+            List<String> allPartColumns = OdpsUtil.getAllPartColumns(this.table.getSchema());
+            LOG.info("allPartColumnsList: {} .", StringUtils.join(allPartColumns, ','));
+            dealColumn(this.originalConfig, allColumns, allPartColumns);
+            this.originalConfig.set("allColumns", allColumns);
 
-            dealColumn(this.originalConfig, allColumns);
+            // 动态分区模式下，无法事先根据分区创建好 session,
+            if (!supportDynamicPartition) {
+                this.masterUpload = OdpsUtil.createMasterTunnelUpload(
+                        tableTunnel, this.projectName, this.tableName, this.partition);
+                this.uploadId = this.masterUpload.getId();
+                LOG.info("Master uploadId:[{}].", this.uploadId);
+            }
 
             for (int i = 0; i < mandatoryNumber; i++) {
                 Configuration tempConfig = this.originalConfig.clone();
 
+                // 非动态分区模式下，设置了统一提交，则需要克隆主 upload session，否则各个 task "各自为战"
+                if (!supportDynamicPartition && this.consistencyCommit) {
+                    tempConfig.set(Key.UPLOAD_ID, uploadId);
+                    tempConfig.set(Key.TASK_COUNT, mandatoryNumber);
+                }
+
+                // 设置task的supportDynamicPartition属性
+                tempConfig.set(Key.SUPPORT_DYNAMIC_PARTITION, this.supportDynamicPartition);
+
                 configurations.add(tempConfig);
             }
 
@@ -190,14 +333,18 @@ public class OdpsWriter extends Writer {
                 LOG.debug("After master split, the job config now is:[\n{}\n].", this.originalConfig);
             }
 
-            this.masterUpload = null;
-
             return configurations;
         }
 
-        private void dealColumn(Configuration originalConfig, List<String> allColumns) {
+        private void dealColumn(Configuration originalConfig, List<String> allColumns, List<String> allPartColumns) {
             //之前已经检查了userConfiguredColumns 一定不为空
             List<String> userConfiguredColumns = originalConfig.getList(Key.COLUMN, String.class);
+
+            // 动态分区下column不支持配置*
+            if (supportDynamicPartition && userConfiguredColumns.contains("*")) {
+                throw DataXException.asDataXException(OdpsWriterErrorCode.ILLEGAL_VALUE,
+                        "In dynamic partition write mode you can't specify column with *.");
+            }
             if (1 == userConfiguredColumns.size() && "*".equals(userConfiguredColumns.get(0))) {
                 userConfiguredColumns = allColumns;
                 originalConfig.set(Key.COLUMN, allColumns);
@@ -206,15 +353,51 @@ public class OdpsWriter extends Writer {
                 ListUtil.makeSureNoValueDuplicate(userConfiguredColumns, false);
 
                 //检查列是否存在，大小写不敏感
-                ListUtil.makeSureBInA(allColumns, userConfiguredColumns, false);
+                if (supportDynamicPartition) {
+                    List<String> allColumnList = new ArrayList<String>();
+                    allColumnList.addAll(allColumns);
+                    allColumnList.addAll(allPartColumns);
+                    ListUtil.makeSureBInA(allColumnList, userConfiguredColumns, false);
+                } else {
+                    ListUtil.makeSureBInA(allColumns, userConfiguredColumns, false);
+                }
             }
 
-            List<Integer> columnPositions = OdpsUtil.parsePosition(allColumns, userConfiguredColumns);
+            // 获取配置的所有数据列在目标表中所有数据列中的真正位置, -1 代表该列为分区列
+            List<Integer> columnPositions = OdpsUtil.parsePosition(allColumns, allPartColumns, userConfiguredColumns);
             originalConfig.set(Constant.COLUMN_POSITION, columnPositions);
         }
 
         @Override
         public void post() {
+
+            if (supportDynamicPartition) {
+                LOG.info("Total create partition cnt:{}", partitionCnt);
+            }
+
+            if (!supportDynamicPartition && this.consistencyCommit) {
+                LOG.info("Master which uploadId=[{}] begin to commit blocks.", this.uploadId);
+                OdpsUtil.masterComplete(this.masterUpload);
+                LOG.info("Master which uploadId=[{}] commit blocks ok.", this.uploadId);
+            }
+
+            List<String> postSqls = this.originalConfig.getList(Key.POST_SQL, String.class);
+            if (postSqls != null && !postSqls.isEmpty()) {
+                LOG.info(String.format("Beigin to exectue postSql : %s. \n Attention: these postSqls must be idempotent!!!",
+                        JSON.toJSONString(postSqls)));
+                long beginTime = System.currentTimeMillis();
+                for (String postSql : postSqls) {
+                    postSql = postSql.trim();
+                    if (!postSql.endsWith(";")) {
+                        postSql = String.format("%s;", postSql);
+                    }
+                    OdpsUtil.runSqlTaskWithRetry(this.odps, postSql, "postSql");
+                }
+                long endTime = System.currentTimeMillis();
+                LOG.info(String.format("Exectue odpswriter postSql successfully! cost time: %s ms.", (endTime - beginTime)));
+            }
+
+            LOG.info("truncated record count: {}", globalTotalTruncatedRecordNumber.intValue() );
         }
 
         @Override
@@ -226,6 +409,7 @@ public class OdpsWriter extends Writer {
     public static class Task extends Writer.Task {
         private static final Logger LOG = LoggerFactory
                 .getLogger(Task.class);
+        private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(OdpsWriter.class);
 
         private static final boolean IS_DEBUG = LOG.isDebugEnabled();
 
@@ -246,18 +430,54 @@ public class OdpsWriter extends Writer {
         private List<Long> blocks;
         private int blockSizeInMB;
 
+        private boolean consistencyCommit;
+
+        private int taskId;
+        private int taskCount;
+
         private Integer failoverState = 0; //0 未failover 1准备failover 2已提交，不能failover
         private byte[] lock = new byte[0];
+        private List<String> allColumns;
+
+        /*
+         * Partition 和 session 的对应关系，处理 record 时，路由到哪个分区，则通过对应的 proxy 上传
+         * Key 为 所有分区列的值按配置顺序拼接
+         */
+        private HashMap</*partition*/String, Pair<OdpsWriterProxy, /*blocks*/List<Long>>> partitionUploadSessionHashMap;
+        private Boolean supportDynamicPartition;
+        private TableTunnel tableTunnel;
+        private Table table;
+
+        /**
+         * 保存分区列格式转换规则，只支持源表是 Date 列，或者内容为日期的 String 列
+         */
+        private HashMap<String, DateTransForm> dateTransFormMap;
+
+        private Long writeTimeOutInMs;
+
+        private String overLengthRule;
+        private int maxFieldLength;
+        private Boolean enableOverLengthOutput;
+
+        /**
+         * 动态分区写入模式下，内存使用率达到80%则flush时间间隔，单位分钟
+         * 默认5分钟做flush, 避免出现频繁的flush导致小文件问题
+         */
+        private int dynamicPartitionMemUsageFlushIntervalInMinute = 1;
+
+        private long latestFlushTime = 0;
 
         @Override
         public void init() {
             this.sliceConfig = super.getPluginJobConf();
 
+            // 默认十分钟超时时间
+            this.writeTimeOutInMs = this.sliceConfig.getLong(Key.WRITE_TIMEOUT_IN_MS, 10 * 60 * 1000);
             this.projectName = this.sliceConfig.getString(Key.PROJECT);
             this.tableName = this.sliceConfig.getString(Key.TABLE);
             this.tunnelServer = this.sliceConfig.getString(Key.TUNNEL_SERVER, null);
             this.partition = OdpsUtil.formatPartition(this.sliceConfig
-                    .getString(Key.PARTITION, ""));
+                    .getString(Key.PARTITION, ""), true);
             this.sliceConfig.set(Key.PARTITION, this.partition);
 
             this.emptyAsNull = this.sliceConfig.getBool(Key.EMPTY_AS_NULL);
@@ -265,9 +485,49 @@ public class OdpsWriter extends Writer {
             this.isCompress = this.sliceConfig.getBool(Key.IS_COMPRESS, false);
             if (this.blockSizeInMB < 1 || this.blockSizeInMB > 512) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.ILLEGAL_VALUE,
-                        String.format("您配置的blockSizeInMB:%s 参数错误. 正确的配置是[1-512]之间的整数. 请修改此参数的值为该区间内的数值", this.blockSizeInMB));
+                        MESSAGE_SOURCE.message("odpswriter.3", this.blockSizeInMB));
             }
 
+            this.taskId = this.getTaskId();
+            this.taskCount = this.sliceConfig.getInt(Key.TASK_COUNT, 0);
+
+            this.supportDynamicPartition = this.sliceConfig.getBool(Key.SUPPORT_DYNAMIC_PARTITION, false);
+
+            if (!supportDynamicPartition) {
+                this.consistencyCommit = this.sliceConfig.getBool(Key.CONSISTENCY_COMMIT, false);
+                if (consistencyCommit) {
+                    this.uploadId = this.sliceConfig.getString(Key.UPLOAD_ID);
+                    if (this.uploadId == null || this.uploadId.isEmpty()) {
+                        throw DataXException.asDataXException(OdpsWriterErrorCode.ILLEGAL_VALUE,
+                                MESSAGE_SOURCE.message("odpswriter.3", this.uploadId));
+                    }
+                }
+            } else {
+                this.partitionUploadSessionHashMap = new HashMap<>();
+
+                // 根据 partColFormats 参数初始化 dateTransFormMap
+                String dateTransListStr = this.sliceConfig.getString(Key.PARTITION_COL_MAPPING);
+                if (StringUtils.isNotBlank(dateTransListStr)) {
+                    this.dateTransFormMap = new HashMap<>();
+                    JSONArray dateTransFormJsonArray = JSONArray.parseArray(dateTransListStr);
+                    for (Object dateTransFormJson : dateTransFormJsonArray) {
+                        DateTransForm dateTransForm = new DateTransForm(
+                                ((JSONObject)dateTransFormJson).getString(Key.PARTITION_COL_MAPPING_NAME),
+                                ((JSONObject)dateTransFormJson).getString(Key.PARTITION_COL_MAPPING_SRC_COL_DATEFORMAT),
+                                ((JSONObject)dateTransFormJson).getString(Key.PARTITION_COL_MAPPING_DATEFORMAT));
+                        this.dateTransFormMap.put(((JSONObject)dateTransFormJson).getString(Key.PARTITION_COL_MAPPING_NAME), dateTransForm);
+                    }
+                }
+            }
+            this.allColumns = this.sliceConfig.getList("allColumns", String.class);
+            this.overLengthRule = this.sliceConfig.getString(Key.OVER_LENGTH_RULE, "keepOn").toUpperCase();
+            this.maxFieldLength = this.sliceConfig.getInt(Key.MAX_FIELD_LENGTH, Constant.DEFAULT_FIELD_MAX_SIZE);
+            this.enableOverLengthOutput = this.sliceConfig.getBool(Key.ENABLE_OVER_LENGTH_OUTPUT, true);
+            maxOutputOverLengthRecord = this.sliceConfig.getLong(Key.MAX_OVER_LENGTH_OUTPUT_COUNT);
+            maxOdpsFieldLength = this.sliceConfig.getInt(Key.MAX_ODPS_FIELD_LENGTH, Constant.DEFAULT_FIELD_MAX_SIZE);
+
+            this.dynamicPartitionMemUsageFlushIntervalInMinute = this.sliceConfig.getInt(Key.DYNAMIC_PARTITION_MEM_USAGE_FLUSH_INTERVAL_IN_MINUTE,
+                1);
             if (IS_DEBUG) {
                 LOG.debug("After init in task, sliceConfig now is:[\n{}\n].", this.sliceConfig);
             }
@@ -277,24 +537,32 @@ public class OdpsWriter extends Writer {
         @Override
         public void prepare() {
             this.odps = OdpsUtil.initOdpsProject(this.sliceConfig);
+            this.tableTunnel = new TableTunnel(this.odps);
 
-            TableTunnel tableTunnel = new TableTunnel(this.odps);
-            if (StringUtils.isNoneBlank(tunnelServer)) {
-                tableTunnel.setEndpoint(tunnelServer);
+            if (! supportDynamicPartition ) {
+                if (StringUtils.isNoneBlank(tunnelServer)) {
+                    tableTunnel.setEndpoint(tunnelServer);
+                }
+                if (this.consistencyCommit) {
+                    this.managerUpload = OdpsUtil.getSlaveTunnelUpload(this.tableTunnel, this.projectName, this.tableName,
+                            this.partition, this.uploadId);
+                } else {
+                    this.managerUpload = OdpsUtil.createMasterTunnelUpload(this.tableTunnel, this.projectName,
+                            this.tableName, this.partition);
+                    this.uploadId = this.managerUpload.getId();
+                }
+                LOG.info("task uploadId:[{}].", this.uploadId);
+                this.workerUpload = OdpsUtil.getSlaveTunnelUpload(this.tableTunnel, this.projectName,
+                        this.tableName, this.partition, uploadId);
+            } else {
+                this.table = OdpsUtil.getTable(this.odps, this.projectName, this.tableName);
             }
-
-            this.managerUpload = OdpsUtil.createMasterTunnelUpload(tableTunnel, this.projectName,
-                    this.tableName, this.partition);
-            this.uploadId = this.managerUpload.getId();
-            LOG.info("task uploadId:[{}].", this.uploadId);
-
-            this.workerUpload = OdpsUtil.getSlaveTunnelUpload(tableTunnel, this.projectName,
-                    this.tableName, this.partition, uploadId);
         }
 
         @Override
         public void startWrite(RecordReceiver recordReceiver) {
             blocks = new ArrayList<Long>();
+            List<Long> currentWriteBlocks;
 
             AtomicLong blockId = new AtomicLong(0);
 
@@ -304,35 +572,212 @@ public class OdpsWriter extends Writer {
             try {
                 TaskPluginCollector taskPluginCollector = super.getTaskPluginCollector();
 
-                OdpsWriterProxy proxy = new OdpsWriterProxy(this.workerUpload, this.blockSizeInMB, blockId,
-                        columnPositions, taskPluginCollector, this.emptyAsNull, this.isCompress);
+                OdpsWriterProxy proxy;
+                // 可以配置化，保平安
+                boolean checkWithGetSize = this.sliceConfig.getBool("checkWithGetSize", true);
+                if (!supportDynamicPartition) {
+                    if (this.consistencyCommit) {
+                        proxy = new OdpsWriterProxy(this.workerUpload, this.blockSizeInMB, blockId, taskId, taskCount,
+                                columnPositions, taskPluginCollector, this.emptyAsNull, this.isCompress, checkWithGetSize, this.allColumns, this.writeTimeOutInMs, this.sliceConfig, this.overLengthRule, this.maxFieldLength, this.enableOverLengthOutput);
+                    } else {
+                        proxy = new OdpsWriterProxy(this.workerUpload, this.blockSizeInMB, blockId,
+                                columnPositions, taskPluginCollector, this.emptyAsNull, this.isCompress, checkWithGetSize, this.allColumns, false, this.writeTimeOutInMs, this.sliceConfig, this.overLengthRule, this.maxFieldLength, this.enableOverLengthOutput);
+                    }
+                    currentWriteBlocks = blocks;
+                } else {
+                    proxy = null;
+                    currentWriteBlocks = null;
+                }
 
                 com.alibaba.datax.common.element.Record dataXRecord = null;
 
-                PerfRecord blockClose = new PerfRecord(super.getTaskGroupId(),super.getTaskId(), PerfRecord.PHASE.ODPS_BLOCK_CLOSE);
+                PerfRecord blockClose = new PerfRecord(super.getTaskGroupId(), super.getTaskId(), PerfRecord.PHASE.ODPS_BLOCK_CLOSE);
                 blockClose.start();
                 long blockCloseUsedTime = 0;
+                boolean columnCntChecked = false;
                 while ((dataXRecord = recordReceiver.getFromReader()) != null) {
-                    blockCloseUsedTime += proxy.writeOneRecord(dataXRecord, blocks);
+                    if (supportDynamicPartition) {
+                        if (!columnCntChecked) {
+                            // 动态分区模式下，读写两端的column数量必须相同
+                            if (dataXRecord.getColumnNumber() != this.sliceConfig.getList(Key.COLUMN).size()) {
+                                throw DataXException.asDataXException(OdpsWriterErrorCode.ILLEGAL_VALUE,
+                                        "In dynamic partition write mode you must make sure reader and writer has same column count.");
+                            }
+                            columnCntChecked = true;
+                        }
+
+                        // 如果是动态分区模式，则需要根据record内容来选择proxy
+
+                        String partitionFormatType = sliceConfig.getString("partitionFormatType");
+                        String partition;
+                        if("custom".equalsIgnoreCase(partitionFormatType)){
+                            List<PartitionInfo> partitions = getListWithJson(sliceConfig,"customPartitionColumns",PartitionInfo.class);
+                            List<UserDefinedFunction> functions = getListWithJson(sliceConfig,"customPartitionFunctions",UserDefinedFunction.class);
+
+                            partition = CustomPartitionUtils.generate(dataXRecord,functions,
+                                    partitions,sliceConfig.getList(Key.COLUMN, String.class));
+                        }else{
+                            partition = OdpsUtil.getPartColValFromDataXRecord(dataXRecord, columnPositions,
+                                    this.sliceConfig.getList(Key.COLUMN, String.class),
+                                    this.dateTransFormMap);
+                            partition = OdpsUtil.formatPartition(partition, false);
+                        }
+
+                        Pair<OdpsWriterProxy, List<Long>> proxyBlocksPair = this.partitionUploadSessionHashMap.get(partition);
+                        if (null != proxyBlocksPair) {
+                            proxy = proxyBlocksPair.getLeft();
+                            currentWriteBlocks = proxyBlocksPair.getRight();
+                            if (null == proxy || null == currentWriteBlocks) {
+                                throw DataXException.asDataXException("Get OdpsWriterProxy failed.");
+                            }
+                        } else {
+                            /*
+                             * 第一次写入该目标分区：处理truncate
+                             * truncate 为 true，且还没有被truncate过，则truncate，加互斥锁
+                             */
+                            Boolean truncate = this.sliceConfig.getBool(Key.TRUNCATE);
+                            if (truncate && !partitionsDealedTruncate.contains(partition)) {
+                                synchronized (lockForPartitionDealedTruncate) {
+                                    if (!partitionsDealedTruncate.contains(partition)) {
+                                        LOG.info("Start to truncate partition {}", partition);
+                                        OdpsUtil.dealTruncate(this.odps, this.table, partition, truncate);
+                                        partitionsDealedTruncate.add(partition);
+                                    }
+                                /*
+                                 * 判断分区是否创建过多，如果创建过多，则报错
+                                 */
+                                    if (partitionCnt.addAndGet(1) > maxPartitionCnt) {
+                                        throw new DataXException("Create too many partitions. Please make sure you config the right partition column");
+                                    }
+                                }
+                            }
+                            TableTunnel.UploadSession uploadSession = OdpsUtil.createMasterTunnelUpload(tableTunnel, this.projectName,
+                                    this.tableName, partition);
+                            proxy = new OdpsWriterProxy(uploadSession, this.blockSizeInMB, blockId,
+                                    columnPositions, taskPluginCollector, this.emptyAsNull, this.isCompress, checkWithGetSize, this.allColumns, true, this.writeTimeOutInMs, this.sliceConfig, this.overLengthRule, this.maxFieldLength, this.enableOverLengthOutput);
+                            currentWriteBlocks = new ArrayList<>();
+                            partitionUploadSessionHashMap.put(partition, new MutablePair<>(proxy, currentWriteBlocks));
+                        }
+                    }
+                    blockCloseUsedTime += proxy.writeOneRecord(dataXRecord, currentWriteBlocks);
+
+                    // 动态分区写入模式下，如果内存使用达到一定程度 80%，清理较久没有活动且缓存较多数据的分区
+                    if (supportDynamicPartition) {
+                        boolean isNeedFush = checkIfNeedFlush();
+                        if (isNeedFush) {
+                            LOG.info("====The memory used exceed 80%, start to clear...===");
+                            int releaseCnt = 0;
+                            int remainCnt = 0;
+                            for (String onePartition : partitionUploadSessionHashMap.keySet()) {
+                                OdpsWriterProxy oneIdleProxy = partitionUploadSessionHashMap.get(onePartition) == null ? null : partitionUploadSessionHashMap.get(onePartition).getLeft();
+                                if (oneIdleProxy == null) {
+                                    continue;
+                                }
+
+                                Long idleTime = System.currentTimeMillis() - oneIdleProxy.getLastActiveTime();
+                                if (idleTime > Constant.PROXY_MAX_IDLE_TIME_MS || oneIdleProxy.getCurrentTotalBytes() > (this.blockSizeInMB*1014*1024 / 2)) {
+                                    // 如果空闲一定时间，先把数据写出
+                                    LOG.info("{} partition has no data last {} seconds, so release its uploadSession", onePartition, Constant.PROXY_MAX_IDLE_TIME_MS / 1000);
+                                    currentWriteBlocks = partitionUploadSessionHashMap.get(onePartition).getRight();
+                                    blockCloseUsedTime += oneIdleProxy.writeRemainingRecord(currentWriteBlocks);
+                                    // 再清除
+                                    partitionUploadSessionHashMap.put(onePartition, null);
+                                    releaseCnt++;
+                                } else {
+                                    remainCnt++;
+                                }
+                            }
+
+                            // 释放的不足够多，再释放一次，这次随机释放，直到释放数量达到一半
+                            for (String onePartition : partitionUploadSessionHashMap.keySet()) {
+                                if (releaseCnt >= remainCnt) {
+                                    break;
+                                }
+
+                                if (partitionUploadSessionHashMap.get(onePartition) != null) {
+                                    OdpsWriterProxy oneIdleProxy = partitionUploadSessionHashMap.get(onePartition).getLeft();
+                                    currentWriteBlocks = partitionUploadSessionHashMap.get(onePartition).getRight();
+                                    blockCloseUsedTime += oneIdleProxy.writeRemainingRecord(currentWriteBlocks);
+                                    partitionUploadSessionHashMap.put(onePartition, null);
+
+                                    releaseCnt++;
+                                    remainCnt--;
+                                }
+
+                            }
+
+                            this.latestFlushTime = System.currentTimeMillis();
+                            LOG.info("===complete===");
+                        }
+
+                    }
                 }
 
-                blockCloseUsedTime += proxy.writeRemainingRecord(blocks);
-                blockClose.end(blockCloseUsedTime);
+                // 对所有分区进行剩余 records 写入
+                if (supportDynamicPartition) {
+                    for (String partition : partitionUploadSessionHashMap.keySet()) {
+                        if (partitionUploadSessionHashMap.get(partition) == null) {
+                            continue;
+                        }
+                        proxy = partitionUploadSessionHashMap.get(partition).getLeft();
+                        currentWriteBlocks = partitionUploadSessionHashMap.get(partition).getRight();
+                        blockCloseUsedTime += proxy.writeRemainingRecord(currentWriteBlocks);
+                        blockClose.end(blockCloseUsedTime);
+                    }
+                }
+                else {
+                    blockCloseUsedTime += proxy.writeRemainingRecord(blocks);
+                    blockClose.end(blockCloseUsedTime);
+                }
             } catch (Exception e) {
-                throw DataXException.asDataXException(OdpsWriterErrorCode.WRITER_RECORD_FAIL, "写入 ODPS 目的表失败. 请联系 ODPS 管理员处理.", e);
+                throw DataXException.asDataXException(OdpsWriterErrorCode.WRITER_RECORD_FAIL, MESSAGE_SOURCE.message("odpswriter.4"), e);
             }
         }
 
+        private boolean checkIfNeedFlush() {
+
+            //检查是否到达flush时间，超过flush间隔时间
+            boolean isArriveFlushTime = (System.currentTimeMillis() - this.latestFlushTime) > this.dynamicPartitionMemUsageFlushIntervalInMinute * 60 * 1000;
+            if (!isArriveFlushTime) {
+                //如果flush时间没有到，直接return掉
+                return false;
+            }
+
+            MemoryUsage memoryUsage = ManagementFactory.getMemoryMXBean().getHeapMemoryUsage();
+            boolean isMemUsageExceed = (double)memoryUsage.getUsed() / memoryUsage.getMax() > 0.8f;
+            return isMemUsageExceed;
+        }
+
         @Override
         public void post() {
-            synchronized (lock){
-                if(failoverState==0){
+            synchronized (lock) {
+                if (failoverState == 0) {
                     failoverState = 2;
-                    LOG.info("Slave which uploadId=[{}] begin to commit blocks:[\n{}\n].", this.uploadId,
-                            StringUtils.join(blocks, ","));
-                    OdpsUtil.masterCompleteBlocks(this.managerUpload, blocks.toArray(new Long[0]));
-                    LOG.info("Slave which uploadId=[{}] commit blocks ok.", this.uploadId);
-                }else{
+                    if (! supportDynamicPartition) {
+                        if (! this.consistencyCommit) {
+                            LOG.info("Slave which uploadId=[{}] begin to commit blocks:[\n{}\n].", this.uploadId,
+                                    StringUtils.join(blocks, ","));
+                            OdpsUtil.masterCompleteBlocks(this.managerUpload, blocks.toArray(new Long[0]));
+                            LOG.info("Slave which uploadId=[{}] commit blocks ok.", this.uploadId);
+                        } else {
+                            LOG.info("Slave which uploadId=[{}] begin to check blocks:[\n{}\n].", this.uploadId,
+                                    StringUtils.join(blocks, ","));
+                            OdpsUtil.checkBlockComplete(this.managerUpload, blocks.toArray(new Long[0]));
+                            LOG.info("Slave which uploadId=[{}] check blocks ok.", this.uploadId);
+                        }
+                    } else {
+                        for (String partition : partitionUploadSessionHashMap.keySet()) {
+                            OdpsWriterProxy proxy = partitionUploadSessionHashMap.get(partition).getLeft();
+                            List<Long> blocks = partitionUploadSessionHashMap.get(partition).getRight();
+                            TableTunnel.UploadSession uploadSession = proxy.getSlaveUpload();
+                            LOG.info("Slave which uploadId=[{}] begin to check blocks:[\n{}\n].", uploadSession.getId(),
+                                    StringUtils.join(blocks, ","));
+                            OdpsUtil.masterCompleteBlocks(uploadSession, blocks.toArray(new Long[0]));
+                            LOG.info("Slave which uploadId=[{}] check blocks ok.", uploadSession.getId());
+                        }
+                    }
+
+                } else {
                     throw DataXException.asDataXException(CommonErrorCode.SHUT_DOWN_TASK, "");
                 }
             }
@@ -343,9 +788,9 @@ public class OdpsWriter extends Writer {
         }
 
         @Override
-        public boolean supportFailOver(){
-            synchronized (lock){
-                if(failoverState==0){
+        public boolean supportFailOver() {
+            synchronized (lock) {
+                if (failoverState == 0) {
                     failoverState = 1;
                     return true;
                 }
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterErrorCode.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterErrorCode.java
index 02020c04..35f2ed15 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterErrorCode.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterErrorCode.java
@@ -1,42 +1,43 @@
 package com.alibaba.datax.plugin.writer.odpswriter;
 
 import com.alibaba.datax.common.spi.ErrorCode;
+import com.alibaba.datax.common.util.MessageSource;
 
 public enum OdpsWriterErrorCode implements ErrorCode {
-    REQUIRED_VALUE("OdpsWriter-00", "您缺失了必须填写的参数值."),
-    ILLEGAL_VALUE("OdpsWriter-01", "您配置的值不合法."),
-    UNSUPPORTED_COLUMN_TYPE("OdpsWriter-02", "DataX 不支持写入 ODPS 的目的表的此种数据类型."),
+    REQUIRED_VALUE("OdpsWriter-00", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.required_value")),
+    ILLEGAL_VALUE("OdpsWriter-01", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.illegal_value")),
+    UNSUPPORTED_COLUMN_TYPE("OdpsWriter-02", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.unsupported_column_type")),
 
-    TABLE_TRUNCATE_ERROR("OdpsWriter-03", "清空 ODPS 目的表时出错."),
-    CREATE_MASTER_UPLOAD_FAIL("OdpsWriter-04", "创建 ODPS 的 uploadSession 失败."),
-    GET_SLAVE_UPLOAD_FAIL("OdpsWriter-05", "获取 ODPS 的 uploadSession 失败."),
-    GET_ID_KEY_FAIL("OdpsWriter-06", "获取 accessId/accessKey 失败."),
-    GET_PARTITION_FAIL("OdpsWriter-07", "获取 ODPS 目的表的所有分区失败."),
+    TABLE_TRUNCATE_ERROR("OdpsWriter-03", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.table_truncate_error")),
+    CREATE_MASTER_UPLOAD_FAIL("OdpsWriter-04", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.create_master_upload_fail")),
+    GET_SLAVE_UPLOAD_FAIL("OdpsWriter-05", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.get_slave_upload_fail")),
+    GET_ID_KEY_FAIL("OdpsWriter-06", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.get_id_key_fail")),
+    GET_PARTITION_FAIL("OdpsWriter-07", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.get_partition_fail")),
 
-    ADD_PARTITION_FAILED("OdpsWriter-08", "添加分区到 ODPS 目的表失败."),
-    WRITER_RECORD_FAIL("OdpsWriter-09", "写入数据到 ODPS 目的表失败."),
+    ADD_PARTITION_FAILED("OdpsWriter-08", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.add_partition_failed")),
+    WRITER_RECORD_FAIL("OdpsWriter-09", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.writer_record_fail")),
 
-    COMMIT_BLOCK_FAIL("OdpsWriter-10", "提交 block 到 ODPS 目的表失败."),
-    RUN_SQL_FAILED("OdpsWriter-11", "执行 ODPS Sql 失败."),
-    CHECK_IF_PARTITIONED_TABLE_FAILED("OdpsWriter-12", "检查 ODPS 目的表:%s 是否为分区表失败."),
+    COMMIT_BLOCK_FAIL("OdpsWriter-10", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.commit_block_fail")),
+    RUN_SQL_FAILED("OdpsWriter-11", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.run_sql_failed")),
+    CHECK_IF_PARTITIONED_TABLE_FAILED("OdpsWriter-12", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.check_if_partitioned_table_failed")),
 
-    RUN_SQL_ODPS_EXCEPTION("OdpsWriter-13", "执行 ODPS Sql 时抛出异常, 可重试"),
+    RUN_SQL_ODPS_EXCEPTION("OdpsWriter-13", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.run_sql_odps_exception")),
 
-    ACCOUNT_TYPE_ERROR("OdpsWriter-30", "账号类型错误."),
+    ACCOUNT_TYPE_ERROR("OdpsWriter-30", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.account_type_error")),
 
-    PARTITION_ERROR("OdpsWriter-31", "分区配置错误."),
+    PARTITION_ERROR("OdpsWriter-31", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.partition_error")),
 
-    COLUMN_NOT_EXIST("OdpsWriter-32", "用户配置的列不存在."),
+    COLUMN_NOT_EXIST("OdpsWriter-32", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.column_not_exist")),
 
-    ODPS_PROJECT_NOT_FOUNT("OdpsWriter-100", "您配置的值不合法, odps project 不存在."),  //ODPS-0420111: Project not found
+    ODPS_PROJECT_NOT_FOUNT("OdpsWriter-100", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.odps_project_not_fount")),  //ODPS-0420111: Project not found
 
-    ODPS_TABLE_NOT_FOUNT("OdpsWriter-101", "您配置的值不合法, odps table 不存在"), // ODPS-0130131:Table not found
+    ODPS_TABLE_NOT_FOUNT("OdpsWriter-101", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.odps_table_not_fount")), // ODPS-0130131:Table not found
 
-    ODPS_ACCESS_KEY_ID_NOT_FOUND("OdpsWriter-102", "您配置的值不合法, odps accessId,accessKey 不存在"), //ODPS-0410051:Invalid credentials - accessKeyId not found
+    ODPS_ACCESS_KEY_ID_NOT_FOUND("OdpsWriter-102", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.odps_access_key_id_not_found")), //ODPS-0410051:Invalid credentials - accessKeyId not found
 
-    ODPS_ACCESS_KEY_INVALID("OdpsWriter-103", "您配置的值不合法, odps accessKey 错误"), //ODPS-0410042:Invalid signature value - User signature dose not match;
+    ODPS_ACCESS_KEY_INVALID("OdpsWriter-103", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.odps_access_key_invalid")), //ODPS-0410042:Invalid signature value - User signature dose not match;
 
-    ODPS_ACCESS_DENY("OdpsWriter-104", "拒绝访问, 您不在 您配置的 project 中") //ODPS-0420095: Access Denied - Authorization Failed [4002], You doesn't exist in project
+    ODPS_ACCESS_DENY("OdpsWriter-104", MessageSource.loadResourceBundle(OdpsWriterErrorCode.class).message("errorcode.odps_access_deny")) //ODPS-0420095: Access Denied - Authorization Failed [4002], You doesn't exist in project
 
     ;
 
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterProxy.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterProxy.java
index 9833616c..221aca79 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterProxy.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterProxy.java
@@ -3,29 +3,58 @@ package com.alibaba.datax.plugin.writer.odpswriter;
 import com.alibaba.datax.common.element.StringColumn;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.plugin.writer.odpswriter.util.OdpsUtil;
-
 import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
 import com.aliyun.odps.OdpsType;
 import com.aliyun.odps.TableSchema;
-
+import com.aliyun.odps.data.ArrayRecord;
+import com.aliyun.odps.data.Binary;
+import com.aliyun.odps.data.Char;
+import com.aliyun.odps.data.IntervalDayTime;
+import com.aliyun.odps.data.IntervalYearMonth;
 import com.aliyun.odps.data.Record;
-
+import com.aliyun.odps.data.SimpleStruct;
+import com.aliyun.odps.data.Struct;
+import com.aliyun.odps.data.Varchar;
 import com.aliyun.odps.tunnel.TableTunnel;
-
 import com.aliyun.odps.tunnel.TunnelException;
 import com.aliyun.odps.tunnel.io.ProtobufRecordPack;
+import com.aliyun.odps.type.ArrayTypeInfo;
+import com.aliyun.odps.type.CharTypeInfo;
+import com.aliyun.odps.type.MapTypeInfo;
+import com.aliyun.odps.type.StructTypeInfo;
+import com.aliyun.odps.type.TypeInfo;
+import com.aliyun.odps.type.VarcharTypeInfo;
 
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.io.IOException;
+import java.math.BigDecimal;
+import java.sql.Timestamp;
+import java.text.ParseException;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Calendar;
+import java.util.Date;
+
+import org.apache.commons.codec.binary.Base64;
+import org.apache.commons.lang3.StringUtils;
+
+import java.util.HashMap;
 import java.util.List;
+import java.util.Map;
+import java.util.Set;
+import java.util.TimeZone;
 import java.util.concurrent.atomic.AtomicLong;
 
 public class OdpsWriterProxy {
-    private static final Logger LOG = LoggerFactory
-            .getLogger(OdpsWriterProxy.class);
+    private static final Logger LOG = LoggerFactory.getLogger(OdpsWriterProxy.class);
+    private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(OdpsWriterProxy.class);
 
     private volatile boolean printColumnLess;// 是否打印对于源头字段数小于 ODPS 目的表的行的日志
 
@@ -39,18 +68,98 @@ public class OdpsWriterProxy {
     private AtomicLong blockId;
 
     private List<Integer> columnPositions;
-    private List<OdpsType> tableOriginalColumnTypeList;
+    private List<TypeInfo> tableOriginalColumnTypeList;
     private boolean emptyAsNull;
     private boolean isCompress;
+    
+    private int taskId;
+    private int taskCOUNT;
+    private boolean consistencyCommit = false;
+    private boolean checkWithGetSize = true;
+    private List<String> allColumns;
+    private String overLengthRule;
+    private int maxFieldLength;
+    private Boolean enableOverLengthOutput;
 
-    public OdpsWriterProxy(TableTunnel.UploadSession slaveUpload, int blockSizeInMB,
-                           AtomicLong blockId, List<Integer> columnPositions,
-                           TaskPluginCollector taskPluginCollector, boolean emptyAsNull, boolean isCompress)
-            throws IOException, TunnelException {
+    /**
+     * 记录最近一次活动时间，动态分区写入模式下，超过一定时间不活动，则关闭这个proxy
+     */
+    private Long lastActiveTime;
+
+    /**
+     * 写block超时时间
+     */
+    private Long writeTimeoutInMs;
+
+    private SimpleDateFormat dateFormat = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss");
+    
+    // 读取 jvm 默认时区
+    private Calendar calendarForDate = null;
+    private boolean useDateWithCalendar = true;
+
+    private Calendar initCalendar(Configuration config) {
+        // 理论上不会有其他选择，有配置化可以随时应急
+        String calendarType = config.getString("calendarType", "iso8601");
+        Boolean lenient = config.getBool("calendarLenient", true);
+
+        // 默认jvm时区
+        TimeZone timeZone = TimeZone.getDefault();
+        String timeZoneStr = config.getString("calendarTimeZone");
+        if (StringUtils.isNotBlank(timeZoneStr)) {
+            // 如果用户明确指定使用用户指定的
+            timeZone = TimeZone.getTimeZone(timeZoneStr);
+        }
+
+        Calendar calendarForDate = new Calendar.Builder().setCalendarType(calendarType).setLenient(lenient)
+                .setTimeZone(timeZone).build();
+        return calendarForDate;
+    }
+    
+    public OdpsWriterProxy(TableTunnel.UploadSession slaveUpload, int blockSizeInMB, AtomicLong blockId,
+                           List<Integer> columnPositions, TaskPluginCollector taskPluginCollector, boolean emptyAsNull,
+                           boolean isCompress, boolean checkWithGetSize, List<String> allColumns, boolean initBufSizeZero,
+                           Long writeTimeoutInMs, Configuration taskConfig, String overLengthRule, int maxFieldLength,
+                           Boolean enableOverLengthOutput) throws IOException, TunnelException {
         this.slaveUpload = slaveUpload;
         this.schema = this.slaveUpload.getSchema();
-        this.tableOriginalColumnTypeList = OdpsUtil
-                .getTableOriginalColumnTypeList(this.schema);
+        this.tableOriginalColumnTypeList = OdpsUtil.getTableOriginalColumnTypeList(this.schema);
+
+        this.blockId = blockId;
+        this.columnPositions = columnPositions;
+        this.taskPluginCollector = taskPluginCollector;
+        this.emptyAsNull = emptyAsNull;
+        this.isCompress = isCompress;
+
+        // 初始化与 buffer 区相关的值
+        this.maxBufferSize = (blockSizeInMB - 4) * 1024 * 1024;
+        if (initBufSizeZero) {
+            // 动态分区下初始化为0，随着写入的reord变多慢慢增加
+            this.protobufCapacity = 0;
+        } else {
+            this.protobufCapacity = blockSizeInMB * 1024 * 1024;
+        }
+        this.protobufRecordPack = new ProtobufRecordPack(this.schema, null, this.protobufCapacity);
+        this.printColumnLess = true;
+        this.checkWithGetSize = checkWithGetSize;
+
+        this.allColumns = allColumns;
+        this.overLengthRule = overLengthRule;
+        this.maxFieldLength = maxFieldLength;
+        this.enableOverLengthOutput = enableOverLengthOutput;
+
+        this.writeTimeoutInMs = writeTimeoutInMs;
+        
+        this.calendarForDate = this.initCalendar(taskConfig);
+        this.useDateWithCalendar = taskConfig.getBool("useDateWithCalendar", true);
+    }
+
+    public OdpsWriterProxy(TableTunnel.UploadSession slaveUpload, int blockSizeInMB, AtomicLong blockId, int taskId,
+                           int taskCount, List<Integer> columnPositions, TaskPluginCollector taskPluginCollector, boolean emptyAsNull,
+                           boolean isCompress, boolean checkWithGetSize, List<String> allColumns, Long writeTimeoutInMs, Configuration taskConfig,
+                           String overLengthRule, int maxFieldLength, Boolean enableOverLengthOutput) throws IOException, TunnelException {
+        this.slaveUpload = slaveUpload;
+        this.schema = this.slaveUpload.getSchema();
+        this.tableOriginalColumnTypeList = OdpsUtil.getTableOriginalColumnTypeList(this.schema);
 
         this.blockId = blockId;
         this.columnPositions = columnPositions;
@@ -63,12 +172,38 @@ public class OdpsWriterProxy {
         this.protobufCapacity = blockSizeInMB * 1024 * 1024;
         this.protobufRecordPack = new ProtobufRecordPack(this.schema, null, this.protobufCapacity);
         printColumnLess = true;
+        
+        this.taskId = taskId;
+        this.taskCOUNT = taskCount;
+        this.consistencyCommit = true;
+        this.checkWithGetSize = checkWithGetSize;
+        this.allColumns = allColumns;
+        this.overLengthRule = overLengthRule;
+        this.maxFieldLength = maxFieldLength;
+        this.enableOverLengthOutput = enableOverLengthOutput;
 
+        this.writeTimeoutInMs = writeTimeoutInMs;
+        
+        this.calendarForDate = this.initCalendar(taskConfig);
+        this.useDateWithCalendar = taskConfig.getBool("useDateWithCalendar", true);
     }
 
-    public long writeOneRecord(
-            com.alibaba.datax.common.element.Record dataXRecord,
-            List<Long> blocks) throws Exception {
+    public long getCurrentBlockId() {
+        if (this.consistencyCommit) {
+            return this.taskId + this.taskCOUNT * (this.blockId.get());
+        } else {
+            return this.blockId.get();
+        }
+    }
+
+    public TableTunnel.UploadSession getSlaveUpload() {
+        return this.slaveUpload;
+    }
+    
+    public long writeOneRecord(com.alibaba.datax.common.element.Record dataXRecord, List<Long> blocks)
+            throws Exception {
+
+        this.lastActiveTime = System.currentTimeMillis();
 
         Record record = dataxRecordToOdpsRecord(dataXRecord);
 
@@ -77,12 +212,11 @@ public class OdpsWriterProxy {
         }
         protobufRecordPack.append(record);
 
-        if (protobufRecordPack.getTotalBytes() >= maxBufferSize) {
+        if (protobufRecordPack.getProtobufStream().size() >= maxBufferSize) {
             long startTimeInNs = System.nanoTime();
-            OdpsUtil.slaveWriteOneBlock(this.slaveUpload,
-                    protobufRecordPack, blockId.get(), this.isCompress);
-            LOG.info("write block {} ok.", blockId.get());
-            blocks.add(blockId.get());
+            OdpsUtil.slaveWriteOneBlock(this.slaveUpload, protobufRecordPack, getCurrentBlockId(), this.writeTimeoutInMs);
+            LOG.info("write block {} ok.", getCurrentBlockId());
+            blocks.add(getCurrentBlockId());
             protobufRecordPack.reset();
             this.blockId.incrementAndGet();
             return System.nanoTime() - startTimeInNs;
@@ -92,13 +226,20 @@ public class OdpsWriterProxy {
 
     public long writeRemainingRecord(List<Long> blocks) throws Exception {
         // complete protobuf stream, then write to http
-        if (protobufRecordPack.getTotalBytes() != 0) {
+        // protobufRecordPack.getTotalBytes() 慕明: getTotalBytes并不一定保证能拿到写入的字节数，按你们的逻辑应该是用getTotalBytesWritten
+        // if (protobufRecordPack.getTotalBytes() != 0) {
+        boolean hasRemindData = false;
+        if (this.checkWithGetSize) {
+            hasRemindData = protobufRecordPack.getSize() != 0;
+        } else {
+            hasRemindData = protobufRecordPack.getTotalBytes() != 0;
+        }
+        if (hasRemindData) {
             long startTimeInNs = System.nanoTime();
-            OdpsUtil.slaveWriteOneBlock(this.slaveUpload,
-                    protobufRecordPack, blockId.get(), this.isCompress);
-            LOG.info("write block {} ok.", blockId.get());
+            OdpsUtil.slaveWriteOneBlock(this.slaveUpload, protobufRecordPack, getCurrentBlockId(), this.writeTimeoutInMs);
+            LOG.info("write block {} ok.", getCurrentBlockId());
 
-            blocks.add(blockId.get());
+            blocks.add(getCurrentBlockId());
             // reset the buffer for next block
             protobufRecordPack.reset();
             return System.nanoTime() - startTimeInNs;
@@ -106,85 +247,846 @@ public class OdpsWriterProxy {
         return 0;
     }
 
-    public Record dataxRecordToOdpsRecord(
-            com.alibaba.datax.common.element.Record dataXRecord) throws Exception {
+    public Record dataxRecordToOdpsRecord(com.alibaba.datax.common.element.Record dataXRecord) throws Exception {
         int sourceColumnCount = dataXRecord.getColumnNumber();
-        Record odpsRecord = slaveUpload.newRecord();
+        ArrayRecord odpsRecord = (ArrayRecord) slaveUpload.newRecord();
 
         int userConfiguredColumnNumber = this.columnPositions.size();
-//todo
+
         if (sourceColumnCount > userConfiguredColumnNumber) {
-            throw DataXException
-                    .asDataXException(
-                            OdpsWriterErrorCode.ILLEGAL_VALUE,
-                            String.format(
-                                    "亲，配置中的源表的列个数和目的端表不一致，源表中您配置的列数是:%s 大于目的端的列数是:%s , 这样会导致源头数据无法正确导入目的端, 请检查您的配置并修改.",
-                                    sourceColumnCount,
-                                    userConfiguredColumnNumber));
+            throw DataXException.asDataXException(OdpsWriterErrorCode.ILLEGAL_VALUE,
+                    MESSAGE_SOURCE.message("odpswriterproxy.1", sourceColumnCount, userConfiguredColumnNumber));
         } else if (sourceColumnCount < userConfiguredColumnNumber) {
             if (printColumnLess) {
-                LOG.warn(
-                        "源表的列个数小于目的表的列个数，源表列数是:{} 目的表列数是:{} , 数目不匹配. DataX 会把目的端多出的列的值设置为空值. 如果这个默认配置不符合您的期望，请保持源表和目的表配置的列数目保持一致.",
-                        sourceColumnCount, userConfiguredColumnNumber);
+                LOG.warn(MESSAGE_SOURCE.message("odpswriterproxy.2", sourceColumnCount, userConfiguredColumnNumber));
             }
             printColumnLess = false;
         }
 
-        int currentIndex;
+        int currentIndex = 0;
         int sourceIndex = 0;
         try {
             com.alibaba.datax.common.element.Column columnValue;
 
             for (; sourceIndex < sourceColumnCount; sourceIndex++) {
+                // 跳过分区列
+                if (this.columnPositions.get(sourceIndex) == -1) {
+                    continue;
+                }
                 currentIndex = columnPositions.get(sourceIndex);
-                OdpsType type = this.tableOriginalColumnTypeList
-                        .get(currentIndex);
+                TypeInfo typeInfo = this.tableOriginalColumnTypeList.get(currentIndex);
+                OdpsType type = typeInfo.getOdpsType();
+                String typeName = typeInfo.getTypeName();
                 columnValue = dataXRecord.getColumn(sourceIndex);
 
                 if (columnValue == null) {
                     continue;
                 }
                 // for compatible dt lib, "" as null
-                if(this.emptyAsNull && columnValue instanceof StringColumn && "".equals(columnValue.asString())){
+                if (this.emptyAsNull && columnValue instanceof StringColumn && "".equals(columnValue.asString())) {
                     continue;
                 }
 
                 switch (type) {
-                    case STRING:
-                        odpsRecord.setString(currentIndex, columnValue.asString());
-                        break;
-                    case BIGINT:
-                        odpsRecord.setBigint(currentIndex, columnValue.asLong());
-                        break;
-                    case BOOLEAN:
-                        odpsRecord.setBoolean(currentIndex, columnValue.asBoolean());
-                        break;
-                    case DATETIME:
-                        odpsRecord.setDatetime(currentIndex, columnValue.asDate());
-                        break;
-                    case DOUBLE:
-                        odpsRecord.setDouble(currentIndex, columnValue.asDouble());
-                        break;
-                    case DECIMAL:
-                        odpsRecord.setDecimal(currentIndex, columnValue.asBigDecimal());
-                        String columnStr = columnValue.asString();
-                        if(columnStr != null && columnStr.indexOf(".") >= 36) {
-                            throw new Exception("Odps decimal 类型的整数位个数不能超过35");
+                case STRING:
+                    String newValue =  (String)OdpsUtil.processOverLengthData(columnValue.asString(), OdpsType.STRING, this.overLengthRule, this.maxFieldLength, this.enableOverLengthOutput);
+                    odpsRecord.setString(currentIndex, newValue);
+                    break;
+                case BIGINT:
+                    odpsRecord.setBigint(currentIndex, columnValue.asLong());
+                    break;
+                case BOOLEAN:
+                    odpsRecord.setBoolean(currentIndex, columnValue.asBoolean());
+                    break;
+                case DATETIME:
+                    odpsRecord.setDatetime(currentIndex, columnValue.asDate());
+//                    Date datetimeData = columnValue.asDate();
+//                    if (null == datetimeData) {
+//                        odpsRecord.setDatetime(currentIndex, null);
+//                    } else {
+//                        Timestamp dateDataForOdps = new Timestamp(datetimeData.getTime());
+//                        if (datetimeData instanceof java.sql.Timestamp) {
+//                            dateDataForOdps.setNanos(((java.sql.Timestamp)datetimeData).getNanos());
+//                        }
+//                        odpsRecord.setDatetime(currentIndex, dateDataForOdps);
+//                    }
+                    break;
+                case DATE:
+                    Date dateData = columnValue.asDate();
+                    if (null == dateData) {
+                        odpsRecord.setDatetime(currentIndex, null);
+                    } else {
+                        if (this.useDateWithCalendar) {
+                            odpsRecord.setDate(currentIndex, new java.sql.Date(dateData.getTime()), this.calendarForDate);
+                        } else {
+                            odpsRecord.setDatetime(currentIndex, new java.sql.Date(dateData.getTime()));
                         }
-                    default:
-                        break;
+                    }
+                    break;
+                case DOUBLE:
+                    odpsRecord.setDouble(currentIndex, columnValue.asDouble());
+                    break;
+                case FLOAT:
+                    Double floatValue = columnValue.asDouble();
+                    if (null == floatValue) {
+                        ((ArrayRecord) odpsRecord).setFloat(currentIndex, null);
+                    } else {
+                        ((ArrayRecord) odpsRecord).setFloat(currentIndex, floatValue.floatValue());
+                    }
+                    break;
+                case DECIMAL:
+                    odpsRecord.setDecimal(currentIndex, columnValue.asBigDecimal());
+                    String columnStr = columnValue.asString();
+                    if (columnStr != null && columnStr.indexOf(".") >= 36) {
+                        throw new Exception(MESSAGE_SOURCE.message("odpswriterproxy.3"));
+                    }
+                    break;
+                case TINYINT:
+                    Long tinyintValueStr = columnValue.asLong();
+                    if (null == tinyintValueStr) {
+                        ((ArrayRecord) odpsRecord).setTinyint(currentIndex, null);
+                    } else {
+                        ((ArrayRecord) odpsRecord).setTinyint(currentIndex,
+                                Byte.valueOf(String.valueOf(tinyintValueStr)));
+                    }
+                    break;
+                case SMALLINT:
+                    Long smallIntValue = columnValue.asLong();
+                    if (null == smallIntValue) {
+                        ((ArrayRecord) odpsRecord).setSmallint(currentIndex, null);
+                    } else {
+                        ((ArrayRecord) odpsRecord).setSmallint(currentIndex, smallIntValue.shortValue());
+                    }
+                    break;
+                case INT:
+                    Long intValue = columnValue.asLong();
+                    if (null == intValue) {
+                        ((ArrayRecord) odpsRecord).setInt(currentIndex, null);
+                    } else {
+                        ((ArrayRecord) odpsRecord).setInt(currentIndex, intValue.intValue());
+                    }
+                    break;
+                case VARCHAR:
+                    // warn: columnValue.asString() 为 null 时 ， odps sdk 有 BUG
+                    // 不能用 Varchar 的默认构造函数，不然有 NPE
+                    String varcharValueStr = columnValue.asString();
+                    Varchar varcharData = null;
+                    if (varcharValueStr != null){
+                        varcharData = new Varchar(columnValue.asString());
+                    }
+                    ((ArrayRecord) odpsRecord).setVarchar(currentIndex, varcharData);
+                    break;
+                case CHAR:
+                    String charValueStr = columnValue.asString();
+                    Char charData = null;
+                    if (charValueStr != null ){
+                        charData = new Char(charValueStr);
+                    }
+                    ((ArrayRecord) odpsRecord).setChar(currentIndex, charData);
+                    break;
+                case TIMESTAMP:
+                    Date timestampData = columnValue.asDate();
+                    if (null == timestampData) {
+                        ((ArrayRecord) odpsRecord).setTimestamp(currentIndex, null);
+                    } else {
+                        Timestamp timestampDataForOdps = new Timestamp(timestampData.getTime());
+                        if (timestampData instanceof java.sql.Timestamp) {
+                            // 纳秒
+                            timestampDataForOdps.setNanos(((java.sql.Timestamp)timestampData).getNanos());
+                        }
+                        // warn优化：如果原来类型就是Timestamp，直接使用就少创建了一个对象
+                        ((ArrayRecord) odpsRecord).setTimestamp(currentIndex, timestampDataForOdps);
+                    }
+                    break;
+                case BINARY:
+                    Binary newBinaryData  =  (Binary)OdpsUtil.processOverLengthData(new Binary(columnValue.asBytes()), OdpsType.BINARY, this.overLengthRule, this.maxFieldLength, this.enableOverLengthOutput);
+                    ((ArrayRecord) odpsRecord).setBinary(currentIndex,columnValue.asBytes() == null ? null : newBinaryData);
+                    break;
+                case ARRAY:
+                    JSONArray arrayJson = JSON.parseArray(columnValue.asString());
+                    ((ArrayRecord) odpsRecord).setArray(currentIndex, parseArray(arrayJson, (ArrayTypeInfo) typeInfo));
+                    break;
+                case MAP:
+                    JSONObject mapJson = JSON.parseObject(columnValue.asString());
+                    ((ArrayRecord) odpsRecord).setMap(currentIndex, parseMap(mapJson, (MapTypeInfo) typeInfo));
+                    break;
+                case STRUCT:
+                    JSONObject structJson = JSON.parseObject(columnValue.asString());
+                    ((ArrayRecord) odpsRecord).setStruct(currentIndex,
+                            parseStruct(structJson, (StructTypeInfo) typeInfo));
+                    break;
+                default:
+                    break;
                 }
             }
 
             return odpsRecord;
         } catch (Exception e) {
-            String message = String.format(
-                    "写入 ODPS 目的表时遇到了脏数据: 第[%s]个字段的数据出现错误，请检查该数据并作出修改 或者您可以增大阀值，忽略这条记录.", sourceIndex);
-            this.taskPluginCollector.collectDirtyRecord(dataXRecord, e,
-                    message);
-
+            String dirtyColumnName = "";
+            try {
+                dirtyColumnName = this.allColumns.get(currentIndex);
+            } catch (Exception ignoreEx) {
+                // ignore
+            }
+            String message = MESSAGE_SOURCE.message("odpswriterproxy.4", sourceIndex, dirtyColumnName);
+            this.taskPluginCollector.collectDirtyRecord(dataXRecord, e, message);
             return null;
         }
 
     }
+
+    private List parseArray(JSONArray jsonArray, ArrayTypeInfo arrayTypeInfo) throws ParseException {
+        if (null == jsonArray) {
+            return null;
+        }
+        List result = new ArrayList();
+        switch (arrayTypeInfo.getElementTypeInfo().getOdpsType()) {
+        case BIGINT:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(jsonArray.getLong(i));
+            }
+            return result;
+        /**
+         * 双精度浮点
+         */
+        case DOUBLE:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(jsonArray.getDouble(i));
+            }
+            return result;
+        /**
+         * 布尔型
+         */
+        case BOOLEAN:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(jsonArray.getBoolean(i));
+            }
+            return result;
+        /**
+         * 日期类型
+         */
+        case DATETIME:
+            // TODO 精度
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(dateFormat.parse(jsonArray.getString(i)));
+            }
+            return result;
+        /**
+         * 字符串类型
+         */
+        case STRING:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(jsonArray.getString(i));
+            }
+            return result;
+        /**
+         * 精确小数类型
+         */
+        case DECIMAL:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(jsonArray.getBigDecimal(i));
+            }
+            return result;
+        /**
+         * 1字节有符号整型
+         */
+        case TINYINT:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(jsonArray.getByte(i));
+            }
+            return result;
+        /**
+         * 2字节有符号整型
+         */
+        case SMALLINT:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(jsonArray.getShort(i));
+            }
+            return result;
+        /**
+         * 4字节有符号整型
+         */
+        case INT:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(jsonArray.getInteger(i));
+            }
+            return result;
+        /**
+         * 单精度浮点
+         */
+        case FLOAT:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(jsonArray.getFloat(i));
+            }
+            return result;
+        /**
+         * 固定长度字符串
+         */
+        case CHAR:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(new Char(jsonArray.getString(i),
+                        ((CharTypeInfo) arrayTypeInfo.getElementTypeInfo()).getLength()));
+            }
+            return result;
+        /**
+         * 可变长度字符串
+         */
+        case VARCHAR:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(new Varchar(jsonArray.getString(i),
+                        ((VarcharTypeInfo) arrayTypeInfo.getElementTypeInfo()).getLength()));
+            }
+            return result;
+        /**
+         * 时间类型
+         */
+        case DATE:
+            // TODO string -> date need timezone
+            // TODO how to use odps Record
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(java.sql.Date.valueOf(jsonArray.getString(i)));
+            }
+            return result;
+        /**
+         * 时间戳
+         */
+        case TIMESTAMP:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(Timestamp.valueOf(jsonArray.getString(i)));
+            }
+            return result;
+        /**
+         * 字节数组
+         */
+        case BINARY:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(Base64.decodeBase64(jsonArray.getString(i)));
+            }
+            return result;
+        /**
+         * 日期间隔
+         */
+        case INTERVAL_DAY_TIME:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                JSONObject json = jsonArray.getJSONObject(i);
+                result.add(new IntervalDayTime(json.getInteger("totalSeconds"), json.getInteger("nanos")));
+            }
+            return result;
+        /**
+         * 年份间隔
+         */
+        case INTERVAL_YEAR_MONTH:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                JSONObject json = jsonArray.getJSONObject(i);
+                result.add(new IntervalYearMonth(json.getInteger("years"), json.getInteger("months")));
+            }
+            return result;
+        /**
+         * 结构体
+         */
+        case STRUCT:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(
+                        parseStruct(jsonArray.getJSONObject(i), (StructTypeInfo) arrayTypeInfo.getElementTypeInfo()));
+            }
+            return result;
+        /**
+         * MAP类型
+         */
+        case MAP:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(parseMap(jsonArray.getJSONObject(i), (MapTypeInfo) arrayTypeInfo.getElementTypeInfo()));
+            }
+            return result;
+        /**
+         * ARRAY类型
+         */
+        case ARRAY:
+            for (int i = 0; i < jsonArray.size(); i++) {
+                result.add(parseArray(jsonArray.getJSONArray(i), (ArrayTypeInfo) arrayTypeInfo.getElementTypeInfo()));
+            }
+            return result;
+
+        default:
+            return result;
+        }
+    }
+
+    private Map parseMap(JSONObject json, MapTypeInfo typeInfo) throws ParseException {
+        if (json == null) {
+            return null;
+        }
+        Map<Object, String> keyMap = new HashMap();
+        Set<String> keys = json.keySet();
+        switch (typeInfo.getKeyTypeInfo().getOdpsType()) {
+        case BIGINT:
+            for (String item : keys) {
+                keyMap.put(Long.parseLong(item), item);
+            }
+            break;
+        /**
+         * 双精度浮点
+         */
+        case DOUBLE:
+            for (String item : keys) {
+                keyMap.put(Double.parseDouble(item), item);
+            }
+            break;
+        /**
+         * 布尔型
+         */
+        case BOOLEAN:
+            for (String item : keys) {
+                keyMap.put(Boolean.parseBoolean(item), item);
+            }
+            break;
+        /**
+         * 日期类型
+         */
+        case DATETIME:
+            // TODO 精度
+            for (String item : keys) {
+                keyMap.put(dateFormat.parse(item), item);
+            }
+            break;
+        /**
+         * 字符串类型
+         */
+        case STRING:
+            for (String item : keys) {
+                keyMap.put(item, item);
+            }
+            break;
+        /**
+         * 精确小数类型
+         */
+        case DECIMAL:
+            for (String item : keys) {
+                keyMap.put(new BigDecimal(item), item);
+            }
+            break;
+        /**
+         * 1字节有符号整型
+         */
+        case TINYINT:
+            for (String item : keys) {
+                keyMap.put(Byte.parseByte(item), item);
+            }
+            break;
+        /**
+         * 2字节有符号整型
+         */
+        case SMALLINT:
+            for (String item : keys) {
+                keyMap.put(Short.parseShort(item), item);
+            }
+            break;
+        /**
+         * 4字节有符号整型
+         */
+        case INT:
+            for (String item : keys) {
+                keyMap.put(Integer.parseInt(item), item);
+            }
+            break;
+        /**
+         * 单精度浮点
+         */
+        case FLOAT:
+            for (String item : keys) {
+                keyMap.put(Float.parseFloat(item), item);
+            }
+            break;
+        /**
+         * 固定长度字符串
+         */
+        case CHAR:
+            for (String item : keys) {
+                keyMap.put(new Char(item, ((CharTypeInfo) typeInfo.getKeyTypeInfo()).getLength()), item);
+            }
+            break;
+        /**
+         * 可变长度字符串
+         */
+        case VARCHAR:
+            for (String item : keys) {
+                keyMap.put(new Varchar(item, ((VarcharTypeInfo) typeInfo.getKeyTypeInfo()).getLength()), item);
+            }
+            break;
+        /**
+         * 时间类型
+         */
+        case DATE:
+            // TODO string -> date need timezone
+            // TODO how to use odps Record
+            for (String item : keys) {
+                keyMap.put(java.sql.Date.valueOf(item), item);
+            }
+            break;
+        /**
+         * 时间戳
+         */
+        case TIMESTAMP:
+            for (String item : keys) {
+                keyMap.put(Timestamp.valueOf(item), item);
+            }
+            break;
+        /**
+         * 字节数组
+         */
+        case BINARY:
+            for (String item : keys) {
+                keyMap.put(new Binary(Base64.decodeBase64(item)), item);
+            }
+            break;
+        /**
+         * 日期间隔
+         */
+        case INTERVAL_DAY_TIME:
+            for (String item : keys) {
+                JSONObject jsonObject = JSON.parseObject(item);
+                keyMap.put(new IntervalDayTime(jsonObject.getInteger("totalSeconds"), jsonObject.getInteger("nanos")),
+                        item);
+            }
+            break;
+        /**
+         * 年份间隔
+         */
+        case INTERVAL_YEAR_MONTH:
+            for (String item : keys) {
+                JSONObject jsonObject = JSON.parseObject(item);
+                keyMap.put(new IntervalYearMonth(jsonObject.getInteger("years"), jsonObject.getInteger("months")),
+                        item);
+            }
+            break;
+        default:
+            break;
+        // TODO throw an exception
+        }
+        Map result = new HashMap();
+        // process map value
+        switch (typeInfo.getValueTypeInfo().getOdpsType()) {
+        case BIGINT:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), json.getLong(item.getValue()));
+            }
+            return result;
+        /**
+         * 双精度浮点
+         */
+        case DOUBLE:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), json.getDouble(item.getValue()));
+            }
+            return result;
+        /**
+         * 布尔型
+         */
+        case BOOLEAN:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), json.getBoolean(item.getValue()));
+            }
+            return result;
+        /**
+         * 日期类型
+         */
+        case DATETIME:
+            // TODO 精度
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), dateFormat.parse(json.getString(item.getValue())));
+            }
+            return result;
+        /**
+         * 字符串类型
+         */
+        case STRING:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), json.getString(item.getValue()));
+            }
+            return result;
+        /**
+         * 精确小数类型
+         */
+        case DECIMAL:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), json.getBigDecimal(item.getValue()));
+            }
+            return result;
+        /**
+         * 1字节有符号整型
+         */
+        case TINYINT:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), json.getByte(item.getValue()));
+            }
+            return result;
+        /**
+         * 2字节有符号整型
+         */
+        case SMALLINT:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), json.getShort(item.getValue()));
+            }
+            return result;
+        /**
+         * 4字节有符号整型
+         */
+        case INT:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), json.getInteger(item.getValue()));
+            }
+            return result;
+        /**
+         * 单精度浮点
+         */
+        case FLOAT:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), json.getFloat(item.getValue()));
+            }
+            return result;
+        /**
+         * 固定长度字符串
+         */
+        case CHAR:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), new Char(json.getString(item.getValue()),
+                        ((CharTypeInfo) typeInfo.getValueTypeInfo()).getLength()));
+            }
+            return result;
+        /**
+         * 可变长度字符串
+         */
+        case VARCHAR:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), new Varchar(json.getString(item.getValue()),
+                        ((VarcharTypeInfo) typeInfo.getValueTypeInfo()).getLength()));
+            }
+            return result;
+        /**
+         * 时间类型
+         */
+        case DATE:
+            // TODO string -> date need timezone
+            // TODO how to use odps Record
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), java.sql.Date.valueOf(json.getString(item.getValue())));
+            }
+            return result;
+        /**
+         * 时间戳
+         */
+        case TIMESTAMP:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), Timestamp.valueOf(json.getString(item.getValue())));
+            }
+            return result;
+        /**
+         * 字节数组
+         */
+        case BINARY:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(), new Binary(Base64.decodeBase64(json.getString(item.getValue()))));
+            }
+            return result;
+        /**
+         * 日期间隔
+         */
+        case INTERVAL_DAY_TIME:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                JSONObject jsonObject = json.getJSONObject(item.getValue());
+                result.put(item.getKey(),
+                        new IntervalDayTime(jsonObject.getInteger("totalSeconds"), jsonObject.getInteger("nanos")));
+            }
+            return result;
+        /**
+         * 年份间隔
+         */
+        case INTERVAL_YEAR_MONTH:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                JSONObject jsonObject = json.getJSONObject(item.getValue());
+                result.put(item.getKey(),
+                        new IntervalYearMonth(jsonObject.getInteger("years"), jsonObject.getInteger("months")));
+            }
+            return result;
+        /**
+         * 结构体
+         */
+        case STRUCT:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(),
+                        parseStruct(json.getJSONObject(item.getValue()), (StructTypeInfo) typeInfo.getValueTypeInfo()));
+            }
+            return result;
+        /**
+         * MAP类型
+         */
+        case MAP:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(),
+                        parseMap(json.getJSONObject(item.getValue()), (MapTypeInfo) typeInfo.getValueTypeInfo()));
+            }
+            return result;
+        /**
+         * ARRAY类型
+         */
+        case ARRAY:
+            for (Map.Entry<Object, String> item : keyMap.entrySet()) {
+                result.put(item.getKey(),
+                        parseArray(json.getJSONArray(item.getValue()), (ArrayTypeInfo) typeInfo.getValueTypeInfo()));
+            }
+            return result;
+
+        default:
+            throw new IllegalArgumentException("decode record failed. column type: " + typeInfo.getTypeName());
+        }
+    }
+
+    public Struct parseStruct(JSONObject json, StructTypeInfo struct) throws ParseException {
+        if (null == json) {
+            return null;
+        }
+        List<String> fieldNames = struct.getFieldNames();
+        List<TypeInfo> typeInfos = struct.getFieldTypeInfos();
+        List<Object> structValues = new ArrayList<Object>();
+        for (int i = 0; i < fieldNames.size(); i++) {
+            String fieldName = fieldNames.get(i);
+            switch (typeInfos.get(i).getOdpsType()) {
+            case BIGINT:
+                structValues.add(json.getLong(fieldName));
+                break;
+            /**
+             * 双精度浮点
+             */
+            case DOUBLE:
+                structValues.add(json.getDouble(fieldName));
+                break;
+            /**
+             * 布尔型
+             */
+            case BOOLEAN:
+                structValues.add(json.getBoolean(fieldName));
+                break;
+            /**
+             * 日期类型
+             */
+            case DATETIME:
+                // TODO 精度
+                structValues.add(dateFormat.parse(json.getString(fieldName)));
+                break;
+            /**
+             * 字符串类型
+             */
+            case STRING:
+                structValues.add(json.getString(fieldName));
+                break;
+            /**
+             * 精确小数类型
+             */
+            case DECIMAL:
+                structValues.add(json.getBigDecimal(fieldName));
+                break;
+            /**
+             * 1字节有符号整型
+             */
+            case TINYINT:
+                structValues.add(json.getByte(fieldName));
+                break;
+            /**
+             * 2字节有符号整型
+             */
+            case SMALLINT:
+                structValues.add(json.getShort(fieldName));
+                break;
+            /**
+             * 4字节有符号整型
+             */
+            case INT:
+                structValues.add(json.getInteger(fieldName));
+                break;
+            /**
+             * 单精度浮点
+             */
+            case FLOAT:
+                structValues.add(json.getFloat(fieldName));
+                break;
+            /**
+             * 固定长度字符串
+             */
+            case CHAR:
+                structValues.add(new Char(json.getString(fieldName), ((CharTypeInfo) typeInfos.get(i)).getLength()));
+                break;
+            /**
+             * 可变长度字符串
+             */
+            case VARCHAR:
+                structValues
+                        .add(new Varchar(json.getString(fieldName), ((VarcharTypeInfo) typeInfos.get(i)).getLength()));
+                break;
+            /**
+             * 时间类型
+             */
+            case DATE:
+                // TODO string -> date need timezone
+                // TODO how to use odps Record
+                structValues.add(java.sql.Date.valueOf(json.getString(fieldName)));
+                break;
+            /**
+             * 时间戳
+             */
+            case TIMESTAMP:
+                structValues.add(Timestamp.valueOf(json.getString(fieldName)));
+                break;
+            /**
+             * 字节数组
+             */
+            case BINARY:
+                structValues.add(Base64.decodeBase64(json.getString(fieldName)));
+                break;
+            /**
+             * 日期间隔
+             */
+            case INTERVAL_DAY_TIME:
+                // TODO special process as map object
+                structValues.add(new IntervalDayTime(json.getInteger("totalSeconds"), json.getInteger("nanos")));
+                /**
+                 * 年份间隔
+                 */
+            case INTERVAL_YEAR_MONTH:
+                structValues.add(new IntervalYearMonth(json.getInteger("years"), json.getInteger("months")));
+                /**
+                 * 结构体
+                 */
+            case STRUCT:
+                structValues.add(parseStruct(json.getJSONObject(fieldName), (StructTypeInfo) typeInfos.get(i)));
+                break;
+            /**
+             * MAP类型
+             */
+            case MAP:
+                structValues.add(parseMap(json.getJSONObject(fieldName), (MapTypeInfo) typeInfos.get(i)));
+                break;
+            /**
+             * ARRAY类型
+             */
+            case ARRAY:
+                structValues.add(parseArray(json.getJSONArray(fieldName), (ArrayTypeInfo) typeInfos.get(i)));
+                break;
+            }
+        }
+
+        SimpleStruct simpleStruct = new SimpleStruct(struct, structValues);
+        return simpleStruct;
+    }
+
+    public Long getLastActiveTime() {
+        return lastActiveTime;
+    }
+
+    public void setLastActiveTime(Long lastActiveTime) {
+        this.lastActiveTime = lastActiveTime;
+    }
+
+    public Long getCurrentTotalBytes() throws IOException {
+        return this.protobufRecordPack.getTotalBytes();
+    }
 }
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/PartitionInfo.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/PartitionInfo.java
new file mode 100644
index 00000000..f293d8cc
--- /dev/null
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/PartitionInfo.java
@@ -0,0 +1,87 @@
+package com.alibaba.datax.plugin.writer.odpswriter.model;
+
+public class PartitionInfo {
+    /**
+     * 字段名
+     */
+    private String name;
+    /**
+     * String
+     */
+    private String type;
+    /**
+     * eventTime or function
+     * yyyy/MM/dd/HH/mm
+     * 可自定义组合
+     */
+    private String valueMode;
+    private String value;
+    private String comment;
+    /**
+     * 自定义分区有效
+     * eventTime / constant
+     * function
+     */
+    private String category;
+    /**
+     * 当 partitionType 为function时
+     * functionExpression 为 valueMode 对应的expression
+     */
+    private String functionExpression;
+
+    public String getFunctionExpression() {
+        return functionExpression;
+    }
+
+    public void setFunctionExpression(String functionExpression) {
+        this.functionExpression = functionExpression;
+    }
+
+    public String getCategory() {
+        return category;
+    }
+
+    public void setCategory(String category) {
+        this.category = category;
+    }
+
+    public String getComment() {
+        return comment;
+    }
+
+    public void setComment(String comment) {
+        this.comment = comment;
+    }
+
+    public String getType() {
+        return type;
+    }
+
+    public void setType(String type) {
+        this.type = type;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public String getValueMode() {
+        return valueMode;
+    }
+
+    public void setValueMode(String valueMode) {
+        this.valueMode = valueMode;
+    }
+
+    public String getValue() {
+        return value;
+    }
+
+    public void setValue(String value) {
+        this.value = value;
+    }
+}
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/UserDefinedFunction.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/UserDefinedFunction.java
new file mode 100644
index 00000000..55c8a114
--- /dev/null
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/UserDefinedFunction.java
@@ -0,0 +1,44 @@
+package com.alibaba.datax.plugin.writer.odpswriter.model;
+
+import java.io.Serializable;
+import java.util.List;
+
+public class UserDefinedFunction implements Serializable {
+	private static final long serialVersionUID = 1L;
+	private String name;
+    private String expression;
+    private String inputColumn;
+    private List<UserDefinedFunctionRule> variableRule;
+
+    public String getName() {
+        return name;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public String getExpression() {
+        return expression;
+    }
+
+    public void setExpression(String expression) {
+        this.expression = expression;
+    }
+
+    public String getInputColumn() {
+        return inputColumn;
+    }
+
+    public void setInputColumn(String inputColumn) {
+        this.inputColumn = inputColumn;
+    }
+
+    public List<UserDefinedFunctionRule> getVariableRule() {
+        return variableRule;
+    }
+
+    public void setVariableRule(List<UserDefinedFunctionRule> variableRule) {
+        this.variableRule = variableRule;
+    }
+}
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/UserDefinedFunctionRule.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/UserDefinedFunctionRule.java
new file mode 100644
index 00000000..5676eb45
--- /dev/null
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/model/UserDefinedFunctionRule.java
@@ -0,0 +1,26 @@
+package com.alibaba.datax.plugin.writer.odpswriter.model;
+
+import java.io.Serializable;
+import java.util.List;
+
+public class UserDefinedFunctionRule implements Serializable {
+	private static final long serialVersionUID = 1L;
+	private String type;
+    private List<String> params;
+
+    public String getType() {
+        return type;
+    }
+
+    public void setType(String type) {
+        this.type = type;
+    }
+
+    public List<String> getParams() {
+        return params;
+    }
+
+    public void setParams(List<String> params) {
+        this.params = params;
+    }
+}
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/CustomPartitionUtils.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/CustomPartitionUtils.java
new file mode 100644
index 00000000..51ad45a1
--- /dev/null
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/CustomPartitionUtils.java
@@ -0,0 +1,54 @@
+package com.alibaba.datax.plugin.writer.odpswriter.util;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.writer.odpswriter.model.PartitionInfo;
+import com.alibaba.datax.plugin.writer.odpswriter.model.UserDefinedFunction;
+import com.alibaba.fastjson.JSON;
+import com.google.common.base.Joiner;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.Serializable;
+import java.util.*;
+import java.util.stream.Collectors;
+
+public class CustomPartitionUtils implements Serializable {
+	private static final long serialVersionUID = 1L;
+	protected static Logger logger = LoggerFactory.getLogger(CustomPartitionUtils.class);
+
+    public static <T> List<T> getListWithJson(Configuration config, String path, Class<T> clazz) {
+        Object object = config.get(path, List.class);
+        if (null == object) {
+            return null;
+        }
+
+        return JSON.parseArray(JSON.toJSONString(object), clazz);
+    }
+
+    public static String generate(Record record, List<UserDefinedFunction> functions, List<PartitionInfo> partitions,
+                                  List<String> allColumns) {
+        for (PartitionInfo partitionInfo : partitions) {
+            partitionInfo.setValue(buildPartitionValue(partitionInfo, functions, record, allColumns));
+        }
+        List<String> partitionList = partitions.stream()
+                .map(item -> String.format("%s='%s'", item.getName(), item.getValue()))
+                .collect(Collectors.toList());
+        return Joiner.on(",").join(partitionList);
+    }
+
+    private static String buildPartitionValue(PartitionInfo partitionInfo, List<UserDefinedFunction> functions, Record record,
+                                              List<String> allColumns) {
+//        logger.info("try build partition value:partitionInfo:\n{},functions:\n{}",
+//                JSON.toJSONString(partitionInfo), JSON.toJSONString(functions));
+        if (StringUtils.isBlank(partitionInfo.getCategory())
+                || "eventTime".equalsIgnoreCase(partitionInfo.getCategory())
+                || "constant".equalsIgnoreCase(partitionInfo.getCategory())) {
+            // 直接输出原样字符串
+            return partitionInfo.getValueMode();
+//            throw new RuntimeException("not support partition category:" + partitionInfo.getCategory());
+        }
+        throw new RuntimeException("un support partition info type:" + partitionInfo.getCategory());
+    }
+}
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/DESCipher.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/DESCipher.java
deleted file mode 100755
index 4afead52..00000000
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/DESCipher.java
+++ /dev/null
@@ -1,355 +0,0 @@
-/**
- *  (C) 2010-2014 Alibaba Group Holding Limited.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.alibaba.datax.plugin.writer.odpswriter.util;
-
-import javax.crypto.Cipher;
-import javax.crypto.SecretKey;
-import javax.crypto.SecretKeyFactory;
-import javax.crypto.spec.DESKeySpec;
-import java.security.SecureRandom;
-
-/**
- * 　　* DES加解密,支持与delphi交互(字符串编码需统一为UTF-8)
- *
- * 　　*
- *
- * 　　* @author wym
- *
- * 　　
- */
-
-public class DESCipher {
-
-	/**
-	 * 　　* 密钥
-	 *
-	 * 　　
-	 */
-
-	public static final String KEY = "DESDES";
-
-	private final static String DES = "DES";
-
-	/**
-	 * 　　* 加密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 明文(字节)
-	 *
-	 * 　　* @param key
-	 *
-	 * 　　* 密钥，长度必须是8的倍数
-	 *
-	 * 　　* @return 密文(字节)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
-	 */
-
-	public static byte[] encrypt(byte[] src, byte[] key) throws Exception {
-
-		// DES算法要求有一个可信任的随机数源
-
-		SecureRandom sr = new SecureRandom();
-
-		// 从原始密匙数据创建DESKeySpec对象
-
-		DESKeySpec dks = new DESKeySpec(key);
-
-		// 创建一个密匙工厂，然后用它把DESKeySpec转换成
-
-		// 一个SecretKey对象
-
-		SecretKeyFactory keyFactory = SecretKeyFactory.getInstance(DES);
-
-		SecretKey securekey = keyFactory.generateSecret(dks);
-
-		// Cipher对象实际完成加密操作
-
-		Cipher cipher = Cipher.getInstance(DES);
-
-		// 用密匙初始化Cipher对象
-
-		cipher.init(Cipher.ENCRYPT_MODE, securekey, sr);
-
-		// 现在，获取数据并加密
-
-		// 正式执行加密操作
-
-		return cipher.doFinal(src);
-
-	}
-
-	/**
-	 * 　　* 解密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 密文(字节)
-	 *
-	 * 　　* @param key
-	 *
-	 * 　　* 密钥，长度必须是8的倍数
-	 *
-	 * 　　* @return 明文(字节)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
-	 */
-
-	public static byte[] decrypt(byte[] src, byte[] key) throws Exception {
-
-		// DES算法要求有一个可信任的随机数源
-
-		SecureRandom sr = new SecureRandom();
-
-		// 从原始密匙数据创建一个DESKeySpec对象
-
-		DESKeySpec dks = new DESKeySpec(key);
-
-		// 创建一个密匙工厂，然后用它把DESKeySpec对象转换成
-
-		// 一个SecretKey对象
-
-		SecretKeyFactory keyFactory = SecretKeyFactory.getInstance(DES);
-
-		SecretKey securekey = keyFactory.generateSecret(dks);
-
-		// Cipher对象实际完成解密操作
-
-		Cipher cipher = Cipher.getInstance(DES);
-
-		// 用密匙初始化Cipher对象
-
-		cipher.init(Cipher.DECRYPT_MODE, securekey, sr);
-
-		// 现在，获取数据并解密
-
-		// 正式执行解密操作
-
-		return cipher.doFinal(src);
-
-	}
-
-	/**
-	 * 　　* 加密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 明文(字节)
-	 *
-	 * 　　* @return 密文(字节)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
-	 */
-
-	public static byte[] encrypt(byte[] src) throws Exception {
-
-		return encrypt(src, KEY.getBytes());
-
-	}
-
-	/**
-	 * 　　* 解密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 密文(字节)
-	 *
-	 * 　　* @return 明文(字节)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
-	 */
-
-	public static byte[] decrypt(byte[] src) throws Exception {
-
-		return decrypt(src, KEY.getBytes());
-
-	}
-
-	/**
-	 * 　　* 加密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 明文(字符串)
-	 *
-	 * 　　* @return 密文(16进制字符串)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
-	 */
-
-	public final static String encrypt(String src) {
-
-		try {
-
-			return byte2hex(encrypt(src.getBytes(), KEY.getBytes()));
-
-		} catch (Exception e) {
-
-			e.printStackTrace();
-
-		}
-
-		return null;
-
-	}
-
-	/**
-	 * 　　* 解密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 密文(字符串)
-	 *
-	 * 　　* @return 明文(字符串)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
-	 */
-
-	public final static String decrypt(String src) {
-		try {
-
-			return new String(decrypt(hex2byte(src.getBytes()), KEY.getBytes()));
-
-		} catch (Exception e) {
-
-			e.printStackTrace();
-
-		}
-
-		return null;
-
-	}
-
-	/**
-	 * 　　* 加密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 明文(字节)
-	 *
-	 * 　　* @return 密文(16进制字符串)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
-	 */
-
-	public static String encryptToString(byte[] src) throws Exception {
-
-		return encrypt(new String(src));
-
-	}
-
-	/**
-	 * 　　* 解密
-	 *
-	 * 　　*
-	 *
-	 * 　　* @param src
-	 *
-	 * 　　* 密文(字节)
-	 *
-	 * 　　* @return 明文(字符串)
-	 *
-	 * 　　* @throws Exception
-	 *
-	 * 　　
-	 */
-
-	public static String decryptToString(byte[] src) throws Exception {
-
-		return decrypt(new String(src));
-
-	}
-
-	public static String byte2hex(byte[] b) {
-
-		String hs = "";
-
-		String stmp = "";
-
-		for (int n = 0; n < b.length; n++) {
-
-			stmp = (Integer.toHexString(b[n] & 0XFF));
-
-			if (stmp.length() == 1)
-
-				hs = hs + "0" + stmp;
-
-			else
-
-				hs = hs + stmp;
-
-		}
-
-		return hs.toUpperCase();
-
-	}
-
-	public static byte[] hex2byte(byte[] b) {
-
-		if ((b.length % 2) != 0)
-
-			throw new IllegalArgumentException("长度不是偶数");
-
-		byte[] b2 = new byte[b.length / 2];
-
-		for (int n = 0; n < b.length; n += 2) {
-
-			String item = new String(b, n, 2);
-
-			b2[n / 2] = (byte) Integer.parseInt(item, 16);
-
-		}
-		return b2;
-
-	}
-
-	/*
-	 * public static void main(String[] args) { try { String src = "cheetah";
-	 * String crypto = DESCipher.encrypt(src); System.out.println("密文[" + src +
-	 * "]:" + crypto); System.out.println("解密后:" + DESCipher.decrypt(crypto)); }
-	 * catch (Exception e) { e.printStackTrace(); } }
-	 */
-}
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/IdAndKeyUtil.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/IdAndKeyUtil.java
index 95e4b56b..98c9afdd 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/IdAndKeyUtil.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/IdAndKeyUtil.java
@@ -1,5 +1,5 @@
 /**
- *  (C) 2010-2014 Alibaba Group Holding Limited.
+ *  (C) 2010-2022 Alibaba Group Holding Limited.
  *
  * Licensed under the Apache License, Version 2.0 (the "License");
  * you may not use this file except in compliance with the License.
@@ -18,9 +18,11 @@ package com.alibaba.datax.plugin.writer.odpswriter.util;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.writer.odpswriter.Constant;
+import com.alibaba.datax.common.util.IdAndKeyRollingUtil;
+import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.plugin.writer.odpswriter.Key;
 import com.alibaba.datax.plugin.writer.odpswriter.OdpsWriterErrorCode;
+
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
@@ -29,6 +31,7 @@ import java.util.Map;
 
 public class IdAndKeyUtil {
     private static Logger LOG = LoggerFactory.getLogger(IdAndKeyUtil.class);
+    private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(IdAndKeyUtil.class);
 
     public static Configuration parseAccessIdAndKey(Configuration originalConfig) {
         String accessId = originalConfig.getString(Key.ACCESS_ID);
@@ -50,36 +53,13 @@ public class IdAndKeyUtil {
 
     private static Configuration getAccessIdAndKeyFromEnv(Configuration originalConfig,
                                                           Map<String, String> envProp) {
-        String accessId = null;
-        String accessKey = null;
-
-        String skynetAccessID = envProp.get(Constant.SKYNET_ACCESSID);
-        String skynetAccessKey = envProp.get(Constant.SKYNET_ACCESSKEY);
-
-        if (StringUtils.isNotBlank(skynetAccessID)
-                || StringUtils.isNotBlank(skynetAccessKey)) {
-            /**
-             * 环境变量中，如果存在SKYNET_ACCESSID/SKYNET_ACCESSKEy（只要有其中一个变量，则认为一定是两个都存在的！），
-             * 则使用其值作为odps的accessId/accessKey(会解密)
-             */
-
-            LOG.info("Try to get accessId/accessKey from environment.");
-            accessId = skynetAccessID;
-            accessKey = DESCipher.decrypt(skynetAccessKey);
-            if (StringUtils.isNotBlank(accessKey)) {
-                originalConfig.set(Key.ACCESS_ID, accessId);
-                originalConfig.set(Key.ACCESS_KEY, accessKey);
-                LOG.info("Get accessId/accessKey from environment variables successfully.");
-            } else {
-                throw DataXException.asDataXException(OdpsWriterErrorCode.GET_ID_KEY_FAIL,
-                        String.format("从环境变量中获取accessId/accessKey 失败, accessId=[%s]", accessId));
-            }
-        } else {
-            // 无处获取（既没有配置在作业中，也没用在环境变量中）
+    	// 如果获取到ak，在getAccessIdAndKeyFromEnv中已经设置到originalConfig了
+    	String accessKey = IdAndKeyRollingUtil.getAccessIdAndKeyFromEnv(originalConfig);
+    	if (StringUtils.isBlank(accessKey)) {
+    		// 无处获取（既没有配置在作业中，也没用在环境变量中）
             throw DataXException.asDataXException(OdpsWriterErrorCode.GET_ID_KEY_FAIL,
-                    "无法获取到accessId/accessKey. 它们既不存在于您的配置中，也不存在于环境变量中.");
-        }
-
+                    MESSAGE_SOURCE.message("idandkeyutil.2"));
+    	}
         return originalConfig;
     }
 }
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/LocalStrings.properties b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/LocalStrings.properties
new file mode 100644
index 00000000..289c70fa
--- /dev/null
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/LocalStrings.properties
@@ -0,0 +1,39 @@
+descipher.1=\u957f\u5ea6\u4e0d\u662f\u5076\u6570
+
+idandkeyutil.1=\u4ece\u73af\u5883\u53d8\u91cf\u4e2d\u83b7\u53d6accessId/accessKey \u5931\u8d25, accessId=[{0}]
+idandkeyutil.2=\u65e0\u6cd5\u83b7\u53d6\u5230accessId/accessKey. \u5b83\u4eec\u65e2\u4e0d\u5b58\u5728\u4e8e\u60a8\u7684\u914d\u7f6e\u4e2d\uff0c\u4e5f\u4e0d\u5b58\u5728\u4e8e\u73af\u5883\u53d8\u91cf\u4e2d.
+
+odpsutil.1=\u60a8\u672a\u914d\u7f6e\u5199\u5165 ODPS \u76ee\u7684\u8868\u7684\u5217\u4fe1\u606f. \u6b63\u786e\u7684\u914d\u7f6e\u65b9\u5f0f\u662f\u7ed9datax\u7684 column \u9879\u914d\u7f6e\u4e0a\u60a8\u9700\u8981\u8bfb\u53d6\u7684\u5217\u540d\u79f0,\u7528\u82f1\u6587\u9017\u53f7\u5206\u9694 \u4f8b\u5982: \"column\": [\"id\",\"name\"].
+odpsutil.2=[truncate]\u662f\u5fc5\u586b\u914d\u7f6e\u9879, \u610f\u601d\u662f\u5199\u5165 ODPS \u76ee\u7684\u8868\u524d\u662f\u5426\u6e05\u7a7a\u8868/\u5206\u533a. \u8bf7\u60a8\u589e\u52a0 truncate \u7684\u914d\u7f6e\uff0c\u6839\u636e\u4e1a\u52a1\u9700\u8981\u9009\u62e9\u4e0atrue \u6216\u8005 false.
+odpsutil.3=\u60a8\u6240\u914d\u7f6e\u7684maxRetryTime \u503c\u9519\u8bef. \u8be5\u503c\u4e0d\u80fd\u5c0f\u4e8e1, \u4e14\u4e0d\u80fd\u5927\u4e8e {0}. \u63a8\u8350\u7684\u914d\u7f6e\u65b9\u5f0f\u662f\u7ed9maxRetryTime \u914d\u7f6e1-11\u4e4b\u95f4\u7684\u67d0\u4e2a\u503c. \u8bf7\u60a8\u68c0\u67e5\u914d\u7f6e\u5e76\u505a\u51fa\u76f8\u5e94\u4fee\u6539.
+odpsutil.4=\u4e0d\u652f\u6301\u7684\u8d26\u53f7\u7c7b\u578b:[{0}]. \u8d26\u53f7\u7c7b\u578b\u76ee\u524d\u4ec5\u652f\u6301aliyun, taobao.
+odpsutil.5=\u83b7\u53d6 ODPS \u76ee\u7684\u8868:{0} \u7684\u6240\u6709\u5206\u533a\u5931\u8d25. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.6=\u68c0\u67e5 ODPS \u76ee\u7684\u8868:{0} \u662f\u5426\u4e3a\u5206\u533a\u8868\u5931\u8d25, \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.7=\u6e05\u7a7a ODPS \u76ee\u7684\u8868:{0} \u5931\u8d25, \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.8=\u6dfb\u52a0 ODPS \u76ee\u7684\u8868\u7684\u5206\u533a\u5931\u8d25. \u9519\u8bef\u53d1\u751f\u5728\u6dfb\u52a0 ODPS \u7684\u9879\u76ee:{0} \u7684\u8868:{1} \u7684\u5206\u533a:{2}. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.9=\u521b\u5efaTunnelUpload\u5931\u8d25. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.10=\u521b\u5efaTunnelUpload\u5931\u8d25. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.11=\u83b7\u53d6TunnelUpload\u5931\u8d25. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.12=\u83b7\u53d6TunnelUpload\u5931\u8d25. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.13=Drop ODPS \u76ee\u7684\u8868\u5206\u533a\u5931\u8d25. \u9519\u8bef\u53d1\u751f\u5728\u9879\u76ee:{0} \u7684\u8868:{1} \u7684\u5206\u533a:{2} .\u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.14=ODPS \u76ee\u7684\u8868\u81ea\u8eab\u7684 partition:{0} \u683c\u5f0f\u4e0d\u5bf9. \u6b63\u786e\u7684\u683c\u5f0f\u5f62\u5982: pt=1,ds=hangzhou
+odpsutil.15=ODPS \u76ee\u7684\u8868\u5728\u8fd0\u884c ODPS SQL\u5931\u8d25, \u8fd4\u56de\u503c\u4e3a:{0}. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406. SQL \u5185\u5bb9\u4e3a:[\n{1}\n].
+odpsutil.16=ODPS \u76ee\u7684\u8868\u5728\u8fd0\u884c ODPS SQL \u65f6\u629b\u51fa\u5f02\u5e38, \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406. SQL \u5185\u5bb9\u4e3a:[\n{0}\n].
+odpsutil.17=ODPS \u76ee\u7684\u8868\u5728\u63d0\u4ea4 block:[\n{0}\n] \u65f6\u5931\u8d25, uploadId=[{1}]. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.18=ODPS \u76ee\u7684\u8868\u5199 block:{0} \u5931\u8d25\uff0c uploadId=[{1}]. \u8bf7\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5904\u7406.
+odpsutil.19=ODPS \u76ee\u7684\u8868\u7684\u5217\u914d\u7f6e\u9519\u8bef. \u7531\u4e8e\u60a8\u6240\u914d\u7f6e\u7684\u5217:{0} \u4e0d\u5b58\u5728\uff0c\u4f1a\u5bfc\u81f4datax\u65e0\u6cd5\u6b63\u5e38\u63d2\u5165\u6570\u636e\uff0c\u8bf7\u68c0\u67e5\u8be5\u5217\u662f\u5426\u5b58\u5728\uff0c\u5982\u679c\u5b58\u5728\u8bf7\u68c0\u67e5\u5927\u5c0f\u5199\u7b49\u914d\u7f6e.
+odpsutil.20=DataX \u5199\u5165 ODPS \u8868\u4e0d\u652f\u6301\u8be5\u5b57\u6bb5\u7c7b\u578b:[{0}]. \u76ee\u524d\u652f\u6301\u62bd\u53d6\u7684\u5b57\u6bb5\u7c7b\u578b\u6709\uff1abigint, boolean, datetime, double, string. \u60a8\u53ef\u4ee5\u9009\u62e9\u4e0d\u62bd\u53d6 DataX \u4e0d\u652f\u6301\u7684\u5b57\u6bb5\u6216\u8005\u8054\u7cfb ODPS \u7ba1\u7406\u5458\u5bfb\u6c42\u5e2e\u52a9.
+odpsutil.21=\u60a8\u6ca1\u6709\u914d\u7f6e\u5206\u533a\u4fe1\u606f\uff0c\u56e0\u4e3a\u4f60\u914d\u7f6e\u7684\u8868\u662f\u5206\u533a\u8868:{0} \u5982\u679c\u9700\u8981\u8fdb\u884c truncate \u64cd\u4f5c\uff0c\u5fc5\u987b\u6307\u5b9a\u9700\u8981\u6e05\u7a7a\u7684\u5177\u4f53\u5206\u533a. \u8bf7\u4fee\u6539\u5206\u533a\u914d\u7f6e\uff0c\u683c\u5f0f\u5f62\u5982 pt=$'{bizdate'} .
+odpsutil.22=\u5206\u533a\u4fe1\u606f\u914d\u7f6e\u9519\u8bef\uff0c\u4f60\u7684ODPS\u8868\u662f\u975e\u5206\u533a\u8868:{0} \u8fdb\u884c truncate \u64cd\u4f5c\u65f6\u4e0d\u9700\u8981\u6307\u5b9a\u5177\u4f53\u5206\u533a\u503c. \u8bf7\u68c0\u67e5\u60a8\u7684\u5206\u533a\u914d\u7f6e\uff0c\u5220\u9664\u8be5\u914d\u7f6e\u9879\u7684\u503c.
+odpsutil.23=\u60a8\u7684\u76ee\u7684\u8868\u662f\u5206\u533a\u8868\uff0c\u5199\u5165\u5206\u533a\u8868:{0} \u65f6\u5fc5\u987b\u6307\u5b9a\u5177\u4f53\u5206\u533a\u503c. \u8bf7\u4fee\u6539\u60a8\u7684\u5206\u533a\u914d\u7f6e\u4fe1\u606f\uff0c\u683c\u5f0f\u5f62\u5982 \u683c\u5f0f\u5f62\u5982 pt=$'{bizdate'}.
+odpsutil.24=\u60a8\u7684\u76ee\u7684\u8868\u662f\u975e\u5206\u533a\u8868\uff0c\u5199\u5165\u975e\u5206\u533a\u8868:{0} \u65f6\u4e0d\u9700\u8981\u6307\u5b9a\u5177\u4f53\u5206\u533a\u503c. \u8bf7\u5220\u9664\u5206\u533a\u914d\u7f6e\u4fe1\u606f
+odpsutil.25=\u60a8\u6ca1\u6709\u914d\u7f6e\u5206\u533a\u4fe1\u606f\uff0c\u56e0\u4e3a\u4f60\u914d\u7f6e\u7684\u8868\u662f\u5206\u533a\u8868:{0} \u5982\u679c\u9700\u8981\u8fdb\u884c truncate \u64cd\u4f5c\uff0c\u5fc5\u987b\u6307\u5b9a\u9700\u8981\u6e05\u7a7a\u7684\u5177\u4f53\u5206\u533a. \u8bf7\u4fee\u6539\u5206\u533a\u914d\u7f6e\uff0c\u683c\u5f0f\u5f62\u5982 pt=$'{bizdate'} .
+odpsutil.26=\u5206\u533a\u4fe1\u606f\u914d\u7f6e\u9519\u8bef\uff0c\u4f60\u7684ODPS\u8868\u662f\u975e\u5206\u533a\u8868:{0} \u8fdb\u884c truncate \u64cd\u4f5c\u65f6\u4e0d\u9700\u8981\u6307\u5b9a\u5177\u4f53\u5206\u533a\u503c. \u8bf7\u68c0\u67e5\u60a8\u7684\u5206\u533a\u914d\u7f6e\uff0c\u5220\u9664\u8be5\u914d\u7f6e\u9879\u7684\u503c.
+odpsutil.27=\u60a8\u7684\u76ee\u7684\u8868\u662f\u5206\u533a\u8868\uff0c\u5199\u5165\u5206\u533a\u8868:{0} \u65f6\u5fc5\u987b\u6307\u5b9a\u5177\u4f53\u5206\u533a\u503c. \u8bf7\u4fee\u6539\u60a8\u7684\u5206\u533a\u914d\u7f6e\u4fe1\u606f\uff0c\u683c\u5f0f\u5f62\u5982 \u683c\u5f0f\u5f62\u5982 pt=$'{bizdate'}.
+odpsutil.28=\u60a8\u7684\u76ee\u7684\u8868\u662f\u975e\u5206\u533a\u8868\uff0c\u5199\u5165\u975e\u5206\u533a\u8868:{0} \u65f6\u4e0d\u9700\u8981\u6307\u5b9a\u5177\u4f53\u5206\u533a\u503c. \u8bf7\u5220\u9664\u5206\u533a\u914d\u7f6e\u4fe1\u606f
+odpsutil.29=\u52a0\u8f7d ODPS \u76ee\u7684\u8868:{0} \u5931\u8d25. \u8bf7\u68c0\u67e5\u60a8\u914d\u7f6e\u7684 ODPS \u76ee\u7684\u8868\u7684 [project] \u662f\u5426\u6b63\u786e.
+odpsutil.30=\u52a0\u8f7d ODPS \u76ee\u7684\u8868:{0} \u5931\u8d25. \u8bf7\u68c0\u67e5\u60a8\u914d\u7f6e\u7684 ODPS \u76ee\u7684\u8868\u7684 [table] \u662f\u5426\u6b63\u786e.
+odpsutil.31=\u52a0\u8f7d ODPS \u76ee\u7684\u8868:{0} \u5931\u8d25. \u8bf7\u68c0\u67e5\u60a8\u914d\u7f6e\u7684 ODPS \u76ee\u7684\u8868\u7684 [accessId] [accessKey]\u662f\u5426\u6b63\u786e.
+odpsutil.32=\u52a0\u8f7d ODPS \u76ee\u7684\u8868:{0} \u5931\u8d25. \u8bf7\u68c0\u67e5\u60a8\u914d\u7f6e\u7684 ODPS \u76ee\u7684\u8868\u7684 [accessKey] \u662f\u5426\u6b63\u786e.
+odpsutil.33=\u52a0\u8f7d ODPS \u76ee\u7684\u8868:{0} \u5931\u8d25. \u8bf7\u68c0\u67e5\u60a8\u914d\u7f6e\u7684 ODPS \u76ee\u7684\u8868\u7684 [accessId] [accessKey] [project]\u662f\u5426\u5339\u914d.
+odpsutil.34=\u52a0\u8f7d ODPS \u76ee\u7684\u8868:{0} \u5931\u8d25. \u8bf7\u68c0\u67e5\u60a8\u914d\u7f6e\u7684 ODPS \u76ee\u7684\u8868\u7684 project,table,accessId,accessKey,odpsServer\u7b49\u503c.
\ No newline at end of file
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsExceptionMsg.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsExceptionMsg.java
index d613eefd..ae6f275c 100644
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsExceptionMsg.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsExceptionMsg.java
@@ -1,8 +1,5 @@
 package com.alibaba.datax.plugin.writer.odpswriter.util;
 
-/**
- * Created by hongjiao.hj on 2015/6/9.
- */
 public class OdpsExceptionMsg {
 
     public static final String ODPS_PROJECT_NOT_FOUNT = "ODPS-0420111: Project not found";
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsUtil.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsUtil.java
index 2a401b69..a663da85 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsUtil.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsUtil.java
@@ -1,29 +1,35 @@
 package com.alibaba.datax.plugin.writer.odpswriter.util;
 
+import com.alibaba.datax.common.element.*;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.common.util.RetryUtil;
-import com.alibaba.datax.plugin.writer.odpswriter.Constant;
-import com.alibaba.datax.plugin.writer.odpswriter.Key;
-
-import com.alibaba.datax.plugin.writer.odpswriter.OdpsWriterErrorCode;
+import com.alibaba.datax.plugin.writer.odpswriter.*;
 import com.aliyun.odps.*;
+import com.aliyun.odps.Column;
 import com.aliyun.odps.account.Account;
 import com.aliyun.odps.account.AliyunAccount;
+import com.aliyun.odps.data.ResultSet;
+import com.aliyun.odps.data.Binary;
 import com.aliyun.odps.task.SQLTask;
 import com.aliyun.odps.tunnel.TableTunnel;
-
 import com.aliyun.odps.tunnel.io.ProtobufRecordPack;
 import com.aliyun.odps.tunnel.io.TunnelRecordWriter;
+import com.aliyun.odps.type.TypeInfo;
+
 import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.time.DateFormatUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
+import java.text.SimpleDateFormat;
 import java.util.*;
 import java.util.concurrent.Callable;
 
 public class OdpsUtil {
     private static final Logger LOG = LoggerFactory.getLogger(OdpsUtil.class);
+    private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(OdpsUtil.class);
 
     public static int MAX_RETRY_TIME = 10;
 
@@ -38,15 +44,14 @@ public class OdpsUtil {
 
         if (null == originalConfig.getList(Key.COLUMN) ||
                 originalConfig.getList(Key.COLUMN, String.class).isEmpty()) {
-            throw DataXException.asDataXException(OdpsWriterErrorCode.REQUIRED_VALUE, "您未配置写入 ODPS 目的表的列信息. " +
-                    "正确的配置方式是给datax的 column 项配置上您需要读取的列名称,用英文逗号分隔 例如:  \"column\": [\"id\",\"name\"].");
+            throw DataXException.asDataXException(OdpsWriterErrorCode.REQUIRED_VALUE, MESSAGE_SOURCE.message("odpsutil.1"));
         }
 
         // getBool 内部要求，值只能为 true,false 的字符串（大小写不敏感），其他一律报错，不再有默认配置
+        // 如果是动态分区写入，不进行truncate
         Boolean truncate = originalConfig.getBool(Key.TRUNCATE);
         if (null == truncate) {
-            throw DataXException.asDataXException(OdpsWriterErrorCode.REQUIRED_VALUE, "[truncate]是必填配置项, 意思是写入 ODPS 目的表前是否清空表/分区. " +
-                    "请您增加 truncate 的配置，根据业务需要选择上true 或者 false.");
+            throw DataXException.asDataXException(OdpsWriterErrorCode.REQUIRED_VALUE, MESSAGE_SOURCE.message("odpsutil.2"));
         }
     }
 
@@ -54,19 +59,22 @@ public class OdpsUtil {
         int maxRetryTime = originalConfig.getInt(Key.MAX_RETRY_TIME,
                 OdpsUtil.MAX_RETRY_TIME);
         if (maxRetryTime < 1 || maxRetryTime > OdpsUtil.MAX_RETRY_TIME) {
-            throw DataXException.asDataXException(OdpsWriterErrorCode.ILLEGAL_VALUE, "您所配置的maxRetryTime 值错误. 该值不能小于1, 且不能大于 " + OdpsUtil.MAX_RETRY_TIME +
-                    ". 推荐的配置方式是给maxRetryTime 配置1-11之间的某个值. 请您检查配置并做出相应修改.");
+            throw DataXException.asDataXException(OdpsWriterErrorCode.ILLEGAL_VALUE, MESSAGE_SOURCE.message("odpsutil.3", OdpsUtil.MAX_RETRY_TIME));
         }
         MAX_RETRY_TIME = maxRetryTime;
     }
 
-    public static String formatPartition(String partitionString) {
+    public static String formatPartition(String partitionString, Boolean printLog) {
         if (null == partitionString) {
             return null;
         }
-
-        return partitionString.trim().replaceAll(" *= *", "=").replaceAll(" */ *", ",")
+        String parsedPartition = partitionString.trim().replaceAll(" *= *", "=").replaceAll(" */ *", ",")
                 .replaceAll(" *, *", ",").replaceAll("'", "");
+        if (printLog) {
+            LOG.info("format partition with rules:  remove all space;  remove all ';  replace / to ,");
+            LOG.info("original partiton {}  parsed partition {}", partitionString, parsedPartition);
+        }
+        return parsedPartition;
     }
 
 
@@ -77,13 +85,18 @@ public class OdpsUtil {
 
         String odpsServer = originalConfig.getString(Key.ODPS_SERVER);
         String project = originalConfig.getString(Key.PROJECT);
+        String securityToken = originalConfig.getString(Key.SECURITY_TOKEN);
 
         Account account;
         if (accountType.equalsIgnoreCase(Constant.DEFAULT_ACCOUNT_TYPE)) {
-            account = new AliyunAccount(accessId, accessKey);
+            if (StringUtils.isNotBlank(securityToken)) {
+                account = new com.aliyun.odps.account.StsAccount(accessId, accessKey, securityToken);
+            } else {
+                account = new AliyunAccount(accessId, accessKey);
+            }
         } else {
             throw DataXException.asDataXException(OdpsWriterErrorCode.ACCOUNT_TYPE_ERROR,
-                    String.format("不支持的账号类型:[%s]. 账号类型目前仅支持aliyun, taobao.", accountType));
+                    MESSAGE_SOURCE.message("odpsutil.4", accountType));
         }
 
         Odps odps = new Odps(account);
@@ -95,6 +108,7 @@ public class OdpsUtil {
         }
         odps.setDefaultProject(project);
         odps.setEndpoint(odpsServer);
+        odps.setUserAgent("DATAX");
 
         return odps;
     }
@@ -124,8 +138,7 @@ public class OdpsUtil {
                 parts.add(partition.getPartitionSpec().toString());
             }
         } catch (Exception e) {
-            throw DataXException.asDataXException(OdpsWriterErrorCode.GET_PARTITION_FAIL, String.format("获取 ODPS 目的表:%s 的所有分区失败. 请联系 ODPS 管理员处理.",
-                    table.getName()), e);
+            throw DataXException.asDataXException(OdpsWriterErrorCode.GET_PARTITION_FAIL, MESSAGE_SOURCE.message("odpsutil.5", table.getName()), e);
         }
         return parts;
     }
@@ -140,37 +153,45 @@ public class OdpsUtil {
             }
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsWriterErrorCode.CHECK_IF_PARTITIONED_TABLE_FAILED,
-                    String.format("检查 ODPS 目的表:%s 是否为分区表失败, 请联系 ODPS 管理员处理.", table.getName()), e);
+                    MESSAGE_SOURCE.message("odpsutil.6", table.getName()), e);
         }
         return false;
     }
 
 
     public static void truncateNonPartitionedTable(Odps odps, Table tab) {
-        String truncateNonPartitionedTableSql = "truncate table " + tab.getName() + ";";
+        truncateNonPartitionedTable(odps, tab.getName());
+    }
+
+    public static void truncateNonPartitionedTable(Odps odps, String tableName) {
+        String truncateNonPartitionedTableSql = "truncate table " + tableName + ";";
 
         try {
-            runSqlTaskWithRetry(odps, truncateNonPartitionedTableSql, MAX_RETRY_TIME, 1000, true);
+            LOG.info("truncate non partitioned table with sql: {}", truncateNonPartitionedTableSql);
+            runSqlTaskWithRetry(odps, truncateNonPartitionedTableSql, MAX_RETRY_TIME, 1000, true, "truncate", null);
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsWriterErrorCode.TABLE_TRUNCATE_ERROR,
-                    String.format(" 清空 ODPS 目的表:%s 失败, 请联系 ODPS 管理员处理.", tab.getName()), e);
+                    MESSAGE_SOURCE.message("odpsutil.7", tableName), e);
         }
     }
 
     public static void truncatePartition(Odps odps, Table table, String partition) {
         if (isPartitionExist(table, partition)) {
+            LOG.info("partition {} is already exist, truncate it to clean old data", partition);
             dropPart(odps, table, partition);
         }
+        LOG.info("begin to add partition {}", partition);
         addPart(odps, table, partition);
     }
 
     private static boolean isPartitionExist(Table table, String partition) {
         // check if exist partition 返回值不为 null
         List<String> odpsParts = OdpsUtil.listOdpsPartitions(table);
-
         int j = 0;
         for (; j < odpsParts.size(); j++) {
             if (odpsParts.get(j).replaceAll("'", "").equals(partition)) {
+                LOG.info("found a partiton {} equals to (ignore ' if contains) configured partiton {}",
+                        odpsParts.get(j), partition);
                 break;
             }
         }
@@ -185,11 +206,14 @@ public class OdpsUtil {
         addPart.append("alter table ").append(table.getName()).append(" add IF NOT EXISTS partition(")
                 .append(partSpec).append(");");
         try {
-            runSqlTaskWithRetry(odps, addPart.toString(), MAX_RETRY_TIME, 1000, true);
+            Map<String, String> hints = new HashMap<String, String>();
+            //开启ODPS SQL TYPE2.0类型
+            hints.put("odps.sql.type.system.odps2", "true");
+            LOG.info("add partition with sql: {}", addPart.toString());
+            runSqlTaskWithRetry(odps, addPart.toString(), MAX_RETRY_TIME, 1000, true, "addPart", hints);
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsWriterErrorCode.ADD_PARTITION_FAILED,
-                    String.format("添加 ODPS 目的表的分区失败. 错误发生在添加 ODPS 的项目:%s 的表:%s 的分区:%s. 请联系 ODPS 管理员处理.",
-                            table.getProject(), table.getName(), partition), e);
+                    MESSAGE_SOURCE.message("odpsutil.8", table.getProject(), table.getName(), partition), e);
         }
     }
 
@@ -206,7 +230,7 @@ public class OdpsUtil {
                 }, MAX_RETRY_TIME, 1000L, true);
             } catch (Exception e) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.CREATE_MASTER_UPLOAD_FAIL,
-                        "创建TunnelUpload失败. 请联系 ODPS 管理员处理.", e);
+                        MESSAGE_SOURCE.message("odpsutil.9"), e);
             }
         } else {
             final PartitionSpec partitionSpec = new PartitionSpec(partition);
@@ -219,7 +243,7 @@ public class OdpsUtil {
                 }, MAX_RETRY_TIME, 1000L, true);
             } catch (Exception e) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.CREATE_MASTER_UPLOAD_FAIL,
-                        "创建TunnelUpload失败. 请联系 ODPS 管理员处理.", e);
+                        MESSAGE_SOURCE.message("odpsutil.10"), e);
             }
         }
     }
@@ -238,7 +262,7 @@ public class OdpsUtil {
 
             } catch (Exception e) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.GET_SLAVE_UPLOAD_FAIL,
-                        "获取TunnelUpload失败. 请联系 ODPS 管理员处理.", e);
+                        MESSAGE_SOURCE.message("odpsutil.11"), e);
             }
         } else {
             final PartitionSpec partitionSpec = new PartitionSpec(partition);
@@ -252,7 +276,7 @@ public class OdpsUtil {
 
             } catch (Exception e) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.GET_SLAVE_UPLOAD_FAIL,
-                        "获取TunnelUpload失败. 请联系 ODPS 管理员处理.", e);
+                        MESSAGE_SOURCE.message("odpsutil.12"), e);
             }
         }
     }
@@ -265,11 +289,14 @@ public class OdpsUtil {
                 .append(" drop IF EXISTS partition(").append(partSpec)
                 .append(");");
         try {
-            runSqlTaskWithRetry(odps, dropPart.toString(), MAX_RETRY_TIME, 1000, true);
+            Map<String, String> hints = new HashMap<String, String>();
+            //开启ODPS SQL TYPE2.0类型
+            hints.put("odps.sql.type.system.odps2", "true");
+            LOG.info("drop partition with sql: {}", dropPart.toString());
+            runSqlTaskWithRetry(odps, dropPart.toString(), MAX_RETRY_TIME, 1000, true, "truncate", hints);
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsWriterErrorCode.ADD_PARTITION_FAILED,
-                    String.format("Drop  ODPS 目的表分区失败. 错误发生在项目:%s 的表:%s 的分区:%s .请联系 ODPS 管理员处理.",
-                            table.getProject(), table.getName(), partition), e);
+                    MESSAGE_SOURCE.message("odpsutil.13", table.getProject(), table.getName(), partition), e);
         }
     }
 
@@ -281,7 +308,7 @@ public class OdpsUtil {
             String[] kv = part.split("=");
             if (kv.length != 2) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.ILLEGAL_VALUE,
-                        String.format("ODPS 目的表自身的 partition:%s 格式不对. 正确的格式形如: pt=1,ds=hangzhou", partition));
+                        MESSAGE_SOURCE.message("odpsutil.14", partition));
             }
             partSpec.append(kv[0]).append("=");
             partSpec.append("'").append(kv[1].replace("'", "")).append("'");
@@ -292,6 +319,38 @@ public class OdpsUtil {
         return partSpec.toString();
     }
 
+    public static Instance runSqlTaskWithRetry(final Odps odps, final String sql, String tag) {
+        try {
+            long beginTime = System.currentTimeMillis();
+
+            Instance instance = runSqlTaskWithRetry(odps, sql, MAX_RETRY_TIME, 1000, true, tag, null);
+
+            long endIime = System.currentTimeMillis();
+            LOG.info(String.format("exectue odps sql: %s finished, cost time : %s ms",
+                sql, (endIime - beginTime)));
+            return instance;
+        } catch (Exception e) {
+            throw DataXException.asDataXException(OdpsWriterErrorCode.RUN_SQL_ODPS_EXCEPTION,
+                MESSAGE_SOURCE.message("odpsutil.16", sql), e);
+        }
+    }
+
+    public static ResultSet getSqlTaskRecordsWithRetry(final Odps odps, final String sql, String tag) {
+        Instance instance = runSqlTaskWithRetry(odps, sql, tag);
+        if (instance == null) {
+            LOG.error("can not get odps instance from sql {}", sql);
+            throw DataXException.asDataXException(OdpsWriterErrorCode.RUN_SQL_ODPS_EXCEPTION,
+                    MESSAGE_SOURCE.message("odpsutil.16", sql));
+        }
+        try {
+            return SQLTask.getResultSet(instance, instance.getTaskNames().iterator().next());
+        } catch (Exception e) {
+            throw DataXException.asDataXException(OdpsWriterErrorCode.RUN_SQL_ODPS_EXCEPTION,
+                    MESSAGE_SOURCE.message("odpsutil.16", sql), e);
+        }
+    }
+
+
     /**
      * 该方法只有在 sql 为幂等的才可以使用，且odps抛出异常时候才会进行重试
      *
@@ -299,12 +358,12 @@ public class OdpsUtil {
      * @param query   执行sql
      * @throws Exception
      */
-    public static void runSqlTaskWithRetry(final Odps odps, final String query, int retryTimes,
-                                            long sleepTimeInMilliSecond, boolean exponential) throws Exception {
+    public static Instance runSqlTaskWithRetry(final Odps odps, final String query, int retryTimes,
+                                            long sleepTimeInMilliSecond, boolean exponential, String tag,
+                                            Map<String, String> hints) throws Exception {
         for(int i = 0; i < retryTimes; i++) {
             try {
-                runSqlTask(odps, query);
-                return;
+                return runSqlTask(odps, query, tag, hints);
             } catch (DataXException e) {
                 if (OdpsWriterErrorCode.RUN_SQL_ODPS_EXCEPTION.equals(e.getErrorCode())) {
                     LOG.debug("Exception when calling callable", e);
@@ -337,37 +396,86 @@ public class OdpsUtil {
                 throw e;
             }
         }
+        return null;
     }
 
-    public static void runSqlTask(Odps odps, String query) {
+    public static Instance runSqlTask(Odps odps, String query, String tag, Map<String, String> hints) {
         if (StringUtils.isBlank(query)) {
-            return;
+            return null;
         }
 
-        String taskName = "datax_odpswriter_trunacte_" + UUID.randomUUID().toString().replace('-', '_');
-
+        String taskName = String.format("datax_odpswriter_%s_%s", tag, UUID.randomUUID().toString().replace('-', '_'));
         LOG.info("Try to start sqlTask:[{}] to run odps sql:[\n{}\n] .", taskName, query);
 
         //todo:biz_id set (目前ddl先不做)
         Instance instance;
         Instance.TaskStatus status;
         try {
-            instance = SQLTask.run(odps, odps.getDefaultProject(), query, taskName, null, null);
+            instance = SQLTask.run(odps, odps.getDefaultProject(), query, taskName, hints, null);
             instance.waitForSuccess();
             status = instance.getTaskStatus().get(taskName);
             if (!Instance.TaskStatus.Status.SUCCESS.equals(status.getStatus())) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.RUN_SQL_FAILED,
-                        String.format("ODPS 目的表在运行 ODPS SQL失败, 返回值为:%s. 请联系 ODPS 管理员处理. SQL 内容为:[\n%s\n].", instance.getTaskResults().get(taskName),
-                                query));
+                        MESSAGE_SOURCE.message("odpsutil.15", query));
             }
+            return instance;
         } catch (DataXException e) {
             throw e;
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsWriterErrorCode.RUN_SQL_ODPS_EXCEPTION,
-                    String.format("ODPS 目的表在运行 ODPS SQL 时抛出异常, 请联系 ODPS 管理员处理. SQL 内容为:[\n%s\n].", query), e);
+                    MESSAGE_SOURCE.message("odpsutil.16", query), e);
         }
     }
 
+
+    public static String generateTaskName(String tag) {
+        return String.format("datax_odpswriter_%s_%s", tag, UUID.randomUUID().toString().replace('-', '_'));
+    }
+    
+    public static void checkBlockComplete(final TableTunnel.UploadSession masterUpload, final Long[] blocks) {
+        Long[] serverBlocks;
+        try {
+            serverBlocks = 
+                    RetryUtil.executeWithRetry(new Callable<Long[]>() {
+                @Override
+                public Long[] call() throws Exception {
+                    return masterUpload.getBlockList();
+                }
+            }, MAX_RETRY_TIME, 1000L, true);
+        } catch (Exception e) {
+            throw DataXException.asDataXException(OdpsWriterErrorCode.COMMIT_BLOCK_FAIL,
+                    MESSAGE_SOURCE.message("odpsutil.17", masterUpload.getId()), e);
+        }
+        
+        HashMap<Long, Boolean> serverBlockMap = new HashMap<Long, Boolean>();
+        for (Long blockId : serverBlocks) {
+          serverBlockMap.put(blockId, true);
+        }
+        
+        for (Long blockId : blocks) {
+            if (!serverBlockMap.containsKey(blockId)) {
+                throw DataXException.asDataXException(OdpsWriterErrorCode.COMMIT_BLOCK_FAIL,
+                        "BlockId[" + blockId + "] upload failed!");
+            }
+          }
+        
+    }    
+    
+    public static void masterComplete(final TableTunnel.UploadSession masterUpload) {
+        try {
+            RetryUtil.executeWithRetry(new Callable<Void>() {
+                @Override
+                public Void call() throws Exception {
+                    masterUpload.commit();
+                    return null;
+                }
+            }, MAX_RETRY_TIME, 1000L, true);
+        } catch (Exception e) {
+            throw DataXException.asDataXException(OdpsWriterErrorCode.COMMIT_BLOCK_FAIL,
+                    MESSAGE_SOURCE.message("odpsutil.17", masterUpload.getId()), e);
+        }
+    }    
+
     public static void masterCompleteBlocks(final TableTunnel.UploadSession masterUpload, final Long[] blocks) {
         try {
             RetryUtil.executeWithRetry(new Callable<Void>() {
@@ -379,30 +487,28 @@ public class OdpsUtil {
             }, MAX_RETRY_TIME, 1000L, true);
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsWriterErrorCode.COMMIT_BLOCK_FAIL,
-                    String.format("ODPS 目的表在提交 block:[\n%s\n] 时失败, uploadId=[%s]. 请联系 ODPS 管理员处理.", StringUtils.join(blocks, ","), masterUpload.getId()), e);
+                    MESSAGE_SOURCE.message("odpsutil.17", StringUtils.join(blocks, ","), masterUpload.getId()), e);
         }
     }
 
     public static void slaveWriteOneBlock(final TableTunnel.UploadSession slaveUpload, final ProtobufRecordPack protobufRecordPack,
-                                          final long blockId, final boolean isCompress) {
+                                          final long blockId, final Long timeoutInMs) {
         try {
             RetryUtil.executeWithRetry(new Callable<Void>() {
                 @Override
                 public Void call() throws Exception {
-                    TunnelRecordWriter tunnelRecordWriter = (TunnelRecordWriter)slaveUpload.openRecordWriter(blockId, isCompress);
-                    tunnelRecordWriter.write(protobufRecordPack);
-                    tunnelRecordWriter.close();
+                    slaveUpload.writeBlock(blockId, protobufRecordPack, timeoutInMs);
                     return null;
                 }
             }, MAX_RETRY_TIME, 1000L, true);
         } catch (Exception e) {
             throw DataXException.asDataXException(OdpsWriterErrorCode.WRITER_RECORD_FAIL,
-                    String.format("ODPS 目的表写 block:%s 失败， uploadId=[%s]. 请联系 ODPS 管理员处理.", blockId, slaveUpload.getId()), e);
+                    MESSAGE_SOURCE.message("odpsutil.18", blockId, slaveUpload.getId()), e);
         }
 
     }
 
-    public static List<Integer> parsePosition(List<String> allColumnList,
+    public static List<Integer> parsePosition(List<String> allColumnList, List<String> allPartColumnList,
                                               List<String> userConfiguredColumns) {
         List<Integer> retList = new ArrayList<Integer>();
 
@@ -416,9 +522,20 @@ public class OdpsUtil {
                     break;
                 }
             }
+
+            if (null != allPartColumnList) {
+                for (int i = 0, len = allPartColumnList.size(); i < len; i++) {
+                    if (allPartColumnList.get(i).equalsIgnoreCase(col)) {
+                        retList.add(-1);
+                        hasColumn = true;
+                        break;
+                    }
+                }
+            }
+
             if (!hasColumn) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.COLUMN_NOT_EXIST,
-                        String.format("ODPS 目的表的列配置错误. 由于您所配置的列:%s 不存在，会导致datax无法正常插入数据，请检查该列是否存在，如果存在请检查大小写等配置.", col));
+                        MESSAGE_SOURCE.message("odpsutil.19", col));
             }
         }
         return retList;
@@ -436,22 +553,81 @@ public class OdpsUtil {
         for(Column column: columns) {
             allColumns.add(column.getName());
             type = column.getType();
-            if (type == OdpsType.ARRAY || type == OdpsType.MAP) {
-                throw DataXException.asDataXException(OdpsWriterErrorCode.UNSUPPORTED_COLUMN_TYPE,
-                        String.format("DataX 写入 ODPS 表不支持该字段类型:[%s]. 目前支持抽取的字段类型有：bigint, boolean, datetime, double, string. " +
-                                        "您可以选择不抽取 DataX 不支持的字段或者联系 ODPS 管理员寻求帮助.",
-                                type));
-            }
         }
         return allColumns;
     }
 
-    public static List<OdpsType> getTableOriginalColumnTypeList(TableSchema schema) {
-        List<OdpsType> tableOriginalColumnTypeList = new ArrayList<OdpsType>();
+    public static List<String> getAllPartColumns(TableSchema schema) {
+        if (null == schema) {
+            throw new IllegalArgumentException("parameter schema can not be null.");
+        }
+
+        List<String> allPartColumns = new ArrayList<>();
+
+        List<Column> partCols = schema.getPartitionColumns();
+
+        for (Column column : partCols) {
+            allPartColumns.add(column.getName());
+        }
+
+        return allPartColumns;
+    }
+
+    public static String getPartColValFromDataXRecord(com.alibaba.datax.common.element.Record dataxRecord,
+                                                      List<Integer> positions, List<String> userConfiguredColumns,
+                                                      Map<String, DateTransForm> dateTransFormMap) {
+        StringBuilder partition = new StringBuilder();
+        for (int i = 0, len = dataxRecord.getColumnNumber(); i < len; i++) {
+            if (positions.get(i) == -1) {
+                if (partition.length() > 0) {
+                    partition.append(",");
+                }
+                String partName = userConfiguredColumns.get(i);
+                //todo: 这里应该根据分区列的类型做转换，这里先直接toString转换了
+                com.alibaba.datax.common.element.Column partitionCol = dataxRecord.getColumn(i);
+                String partVal = partitionCol.getRawData().toString();
+                if (StringUtils.isBlank(partVal)) {
+                    throw new DataXException(OdpsWriterErrorCode.ILLEGAL_VALUE, String.format(
+                            "value of column %s exit null value, it can not be used as partition column", partName));
+                }
+
+                // 如果分区列的值的格式是一个日期，并且用户设置列的转换规则
+                DateTransForm dateTransForm = null;
+                if (null != dateTransFormMap) {
+                    dateTransForm = dateTransFormMap.get(partName);
+                }
+                if (null != dateTransForm) {
+                    try {
+                        // 日期列
+                        if (partitionCol.getType().equals(com.alibaba.datax.common.element.Column.Type.DATE)) {
+                            partVal = OdpsUtil.date2StringWithFormat(partitionCol.asDate(), dateTransForm.getToFormat());
+                        }
+                        // String 列，需要先按照 fromFormat 转换为日期
+                        if (partitionCol.getType().equals(com.alibaba.datax.common.element.Column.Type.STRING)) {
+                            partVal = OdpsUtil.date2StringWithFormat(partitionCol.asDate(dateTransForm.getFromFormat()), dateTransForm.getToFormat());
+                        }
+                    } catch (DataXException e) {
+                        LOG.warn("Parse {} with format {} error! Please check the column config and {} config. So user original value '{}'. Detail info: {}",
+                                partVal, dateTransForm.toString(), Key.PARTITION_COL_MAPPING, partVal, e);
+                    }
+                }
+
+                partition.append(partName).append("=").append(partVal);
+            }
+        }
+        return partition.toString();
+    }
+
+    public static String date2StringWithFormat(Date date, String dateFormat) {
+        return  DateFormatUtils.format(date, dateFormat, TimeZone.getTimeZone("GMT+8"));
+    }
+
+    public static List<TypeInfo> getTableOriginalColumnTypeList(TableSchema schema) {
+        List<TypeInfo> tableOriginalColumnTypeList = new ArrayList<TypeInfo>();
 
         List<Column> columns = schema.getColumns();
         for (Column column : columns) {
-            tableOriginalColumnTypeList.add(column.getType());
+            tableOriginalColumnTypeList.add(column.getTypeInfo());
         }
 
         return tableOriginalColumnTypeList;
@@ -465,8 +641,7 @@ public class OdpsUtil {
             if (isPartitionedTable) {
                 //分区表
                 if (StringUtils.isBlank(partition)) {
-                    throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR, String.format("您没有配置分区信息，因为你配置的表是分区表:%s 如果需要进行 truncate 操作，必须指定需要清空的具体分区. 请修改分区配置，格式形如 pt=${bizdate} .",
-                            table.getName()));
+                    throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR, MESSAGE_SOURCE.message("odpsutil.21", table.getName()));
                 } else {
                     LOG.info("Try to truncate partition=[{}] in table=[{}].", partition, table.getName());
                     OdpsUtil.truncatePartition(odps, table, partition);
@@ -474,8 +649,7 @@ public class OdpsUtil {
             } else {
                 //非分区表
                 if (StringUtils.isNotBlank(partition)) {
-                    throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR, String.format("分区信息配置错误，你的ODPS表是非分区表:%s 进行 truncate 操作时不需要指定具体分区值. 请检查您的分区配置，删除该配置项的值.",
-                            table.getName()));
+                    throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR, MESSAGE_SOURCE.message("odpsutil.22", table.getName()));
                 } else {
                     LOG.info("Try to truncate table:[{}].", table.getName());
                     OdpsUtil.truncateNonPartitionedTable(odps, table);
@@ -487,7 +661,7 @@ public class OdpsUtil {
                 //分区表
                 if (StringUtils.isBlank(partition)) {
                     throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR,
-                            String.format("您的目的表是分区表，写入分区表:%s 时必须指定具体分区值. 请修改您的分区配置信息，格式形如 格式形如 pt=${bizdate}.", table.getName()));
+                            MESSAGE_SOURCE.message("odpsutil.23", table.getName()));
                 } else {
                     boolean isPartitionExists = OdpsUtil.isPartitionExist(table, partition);
                     if (!isPartitionExists) {
@@ -500,7 +674,7 @@ public class OdpsUtil {
                 //非分区表
                 if (StringUtils.isNotBlank(partition)) {
                     throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR,
-                            String.format("您的目的表是非分区表，写入非分区表:%s 时不需要指定具体分区值. 请删除分区配置信息", table.getName()));
+                            MESSAGE_SOURCE.message("odpsutil.24", table.getName()));
                 }
             }
         }
@@ -523,14 +697,12 @@ public class OdpsUtil {
             if (isPartitionedTable) {
                 //分区表
                 if (StringUtils.isBlank(partition)) {
-                    throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR, String.format("您没有配置分区信息，因为你配置的表是分区表:%s 如果需要进行 truncate 操作，必须指定需要清空的具体分区. 请修改分区配置，格式形如 pt=${bizdate} .",
-                            table.getName()));
+                    throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR, MESSAGE_SOURCE.message("odpsutil.25", table.getName()));
                 }
             } else {
                 //非分区表
                 if (StringUtils.isNotBlank(partition)) {
-                    throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR, String.format("分区信息配置错误，你的ODPS表是非分区表:%s 进行 truncate 操作时不需要指定具体分区值. 请检查您的分区配置，删除该配置项的值.",
-                            table.getName()));
+                    throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR, MESSAGE_SOURCE.message("odpsutil.26", table.getName()));
                 }
             }
         } else {
@@ -539,13 +711,13 @@ public class OdpsUtil {
                 //分区表
                 if (StringUtils.isBlank(partition)) {
                     throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR,
-                            String.format("您的目的表是分区表，写入分区表:%s 时必须指定具体分区值. 请修改您的分区配置信息，格式形如 格式形如 pt=${bizdate}.", table.getName()));
+                            MESSAGE_SOURCE.message("odpsutil.27", table.getName()));
                 }
             } else {
                 //非分区表
                 if (StringUtils.isNotBlank(partition)) {
                     throw DataXException.asDataXException(OdpsWriterErrorCode.PARTITION_ERROR,
-                            String.format("您的目的表是非分区表，写入非分区表:%s 时不需要指定具体分区值. 请删除分区配置信息", table.getName()));
+                            MESSAGE_SOURCE.message("odpsutil.28", table.getName()));
                 }
             }
         }
@@ -558,29 +730,286 @@ public class OdpsUtil {
         if(e.getMessage() != null) {
             if(e.getMessage().contains(OdpsExceptionMsg.ODPS_PROJECT_NOT_FOUNT)) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.ODPS_PROJECT_NOT_FOUNT,
-                        String.format("加载 ODPS 目的表:%s 失败. " +
-                                "请检查您配置的 ODPS 目的表的 [project] 是否正确.", tableName), e);
+                        MESSAGE_SOURCE.message("odpsutil.29", tableName), e);
             } else if(e.getMessage().contains(OdpsExceptionMsg.ODPS_TABLE_NOT_FOUNT)) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.ODPS_TABLE_NOT_FOUNT,
-                        String.format("加载 ODPS 目的表:%s 失败. " +
-                                "请检查您配置的 ODPS 目的表的 [table] 是否正确.", tableName), e);
+                        MESSAGE_SOURCE.message("odpsutil.30", tableName), e);
             } else if(e.getMessage().contains(OdpsExceptionMsg.ODPS_ACCESS_KEY_ID_NOT_FOUND)) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.ODPS_ACCESS_KEY_ID_NOT_FOUND,
-                        String.format("加载 ODPS 目的表:%s 失败. " +
-                                "请检查您配置的 ODPS 目的表的 [accessId] [accessKey]是否正确.", tableName), e);
+                        MESSAGE_SOURCE.message("odpsutil.31", tableName), e);
             } else if(e.getMessage().contains(OdpsExceptionMsg.ODPS_ACCESS_KEY_INVALID)) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.ODPS_ACCESS_KEY_INVALID,
-                        String.format("加载 ODPS 目的表:%s 失败. " +
-                                "请检查您配置的 ODPS 目的表的 [accessKey] 是否正确.", tableName), e);
+                        MESSAGE_SOURCE.message("odpsutil.32", tableName), e);
             } else if(e.getMessage().contains(OdpsExceptionMsg.ODPS_ACCESS_DENY)) {
                 throw DataXException.asDataXException(OdpsWriterErrorCode.ODPS_ACCESS_DENY,
-                        String.format("加载 ODPS 目的表:%s 失败. " +
-                                "请检查您配置的 ODPS 目的表的 [accessId] [accessKey] [project]是否匹配.", tableName), e);
+                        MESSAGE_SOURCE.message("odpsutil.33", tableName), e);
             }
         }
         throw DataXException.asDataXException(OdpsWriterErrorCode.ILLEGAL_VALUE,
-                String.format("加载 ODPS 目的表:%s 失败. " +
-                        "请检查您配置的 ODPS 目的表的 project,table,accessId,accessKey,odpsServer等值.", tableName), e);
+                MESSAGE_SOURCE.message("odpsutil.34", tableName), e);
+    }
+
+    /**
+     * count统计数据，自动创建统计表
+     * @param tableName 统计表名字
+     * @return
+     */
+    public static String getCreateSummaryTableDDL(String tableName) {
+        return String.format("CREATE TABLE IF NOT EXISTS %s " +
+                        "(src_table_name STRING, " +
+                        "dest_table_name STRING, " +
+                        "src_row_num BIGINT, " +
+                        "src_query_time DATETIME, " +
+                        "read_succeed_records BIGINT," +
+                        "write_succeed_records BIGINT," +
+                        "dest_row_num BIGINT, " +
+                        "write_time DATETIME);",
+                tableName);
+    }
+
+    /**
+     * count统计数据，获取count dml
+     * @param tableName
+     * @return
+     */
+    public static String countTableSql(final String tableName, final String partition) {
+        if (StringUtils.isNotBlank(partition)) {
+            String[] partitions = partition.split("\\,");
+            String p = String.join(" and ", partitions);
+            return  String.format("SELECT COUNT(1) AS odps_num FROM %s WHERE %s;", tableName, p);
+        } else {
+            return  String.format("SELECT COUNT(1) AS odps_num FROM %s;", tableName);
+        }
+    }
+
+    /**
+     * count统计数据 dml 对应字段，用于查询
+     * @return
+     */
+    public static String countName() {
+        return "odps_num";
+    }
+
+    /**
+     * count统计数据dml
+     * @param summaryTableName 统计数据写入表
+     * @param sourceTableName datax reader 表
+     * @param destTableName datax writer 表
+     * @param srcCount  reader表行数
+     * @param queryTime reader表查询时间
+     * @param destCount  writer 表行书
+     * @return insert dml sql
+     */
+    public static String getInsertSummaryTableSql(String summaryTableName, String sourceTableName, String destTableName,
+                                                  Long srcCount, String queryTime, Number readSucceedRecords,
+                                                     Number writeSucceedRecords, Long destCount) {
+        final String sql = "INSERT INTO %s (src_table_name,dest_table_name," +
+                " src_row_num, src_query_time, read_succeed_records, write_succeed_records, dest_row_num, write_time) VALUES ( %s );";
+
+        String insertData = String.format("'%s', '%s', %s, %s, %s, %s, %s, getdate()",
+                sourceTableName, destTableName, srcCount, queryTime, readSucceedRecords, writeSucceedRecords, destCount );
+        return String.format(sql, summaryTableName, insertData);
+    }
+
+    public static void createTable(Odps odps, String tableName, final String sql) {
+        try {
+            LOG.info("create table with sql: {}", sql);
+            runSqlTaskWithRetry(odps, sql, MAX_RETRY_TIME, 1000, true, "create", null);
+        } catch (Exception e) {
+            throw DataXException.asDataXException(OdpsWriterErrorCode.RUN_SQL_FAILED,
+                    MESSAGE_SOURCE.message("odpsutil.7", tableName), e);
+        }
+    }
+
+    public static void createTableFromTable(Odps odps, String resourceTable, String targetTable) {
+        TableSchema schema = odps.tables().get(resourceTable).getSchema();
+        StringBuilder builder = new StringBuilder();
+        Iterator<Column> iterator = schema.getColumns().iterator();
+        while (iterator.hasNext()) {
+            Column c = iterator.next();
+            builder.append(String.format(" %s %s ", c.getName(), c.getTypeInfo().getTypeName()));
+            if (iterator.hasNext()) {
+                builder.append(",");
+            }
+        }
+        String createTableSql = String.format("CREATE TABLE IF NOT EXISTS %s (%s);", targetTable, builder.toString());
+
+        try {
+            LOG.info("create table with sql: {}", createTableSql);
+            runSqlTaskWithRetry(odps, createTableSql, MAX_RETRY_TIME, 1000, true, "create", null);
+        } catch (Exception e) {
+            throw DataXException.asDataXException(OdpsWriterErrorCode.RUN_SQL_FAILED,
+                    MESSAGE_SOURCE.message("odpsutil.7", targetTable), e);
+        }
+    }
+
+    public static Object truncateSingleFieldData(OdpsType type, Object data, int limit, Boolean enableOverLengthOutput) {
+        if (data == null) {
+            return data;
+        }
+        if (OdpsType.STRING.equals(type)) {
+            if(enableOverLengthOutput) {
+                LOG.warn(
+                        "InvalidData: The string's length is more than " + limit + " bytes. content:" + data);
+            }
+            LOG.info("before truncate string length:" + ((String) data).length());
+            //确保特殊字符场景下的截断
+            limit -= Constant.UTF8_ENCODED_CHAR_MAX_SIZE;
+            data = cutString((String) data, limit);
+            LOG.info("after truncate string length:" + ((String) data).length());
+        } else if (OdpsType.BINARY.equals(type)) {
+            byte[] oriDataBytes = ((Binary) data).data();
+            if(oriDataBytes == null){
+                return data;
+            }
+            int originLength = oriDataBytes.length;
+            if (originLength <= limit) {
+                return data;
+            }
+            if(enableOverLengthOutput) {
+                LOG.warn("InvalidData: The binary's length is more than " + limit + " bytes. content:" + byteArrToHex(oriDataBytes));
+            }
+            LOG.info("before truncate binary length:" + oriDataBytes.length);
+            byte[] newData = new byte[limit];
+            System.arraycopy(oriDataBytes, 0, newData, 0, limit);
+            LOG.info("after truncate binary length:" + newData.length);
+            return new Binary(newData);
+        }
+        return data;
+    }
+    public static Object setNull(OdpsType type,Object data, int limit, Boolean enableOverLengthOutput) {
+        if (data == null ) {
+            return null;
+        }
+        if (OdpsType.STRING.equals(type)) {
+            if(enableOverLengthOutput) {
+                LOG.warn(
+                        "InvalidData: The string's length is more than " + limit + " bytes. content:" + data);
+            }
+            return null;
+        } else if (OdpsType.BINARY.equals(type)) {
+            byte[] oriDataBytes = ((Binary) data).data();
+            int originLength = oriDataBytes.length;
+            if (originLength > limit) {
+                if(enableOverLengthOutput) {
+                    LOG.warn("InvalidData: The binary's length is more than " + limit + " bytes. content:" + new String(oriDataBytes));
+                }
+                return null;
+            }
+        }
+        return data;
+    }
+    public static boolean validateStringLength(String value, long limit) {
+        try {
+            if (value.length() * Constant.UTF8_ENCODED_CHAR_MAX_SIZE > limit
+                    && value.getBytes("utf-8").length > limit) {
+                return false;
+            }
+        } catch (Exception e) {
+            e.printStackTrace();
+            return true;
+        }
+        return true;
+    }
+    public static String cutString(String sourceString, int cutBytes) {
+        if (sourceString == null || "".equals(sourceString.trim()) || cutBytes < 1) {
+            return "";
+        }
+        int lastIndex = 0;
+        boolean stopFlag = false;
+        int totalBytes = 0;
+        for (int i = 0; i < sourceString.length(); i++) {
+            String s = Integer.toBinaryString(sourceString.charAt(i));
+            if (s.length() > 8) {
+                totalBytes += 3;
+            } else {
+                totalBytes += 1;
+            }
+            if (!stopFlag) {
+                if (totalBytes == cutBytes) {
+                    lastIndex = i;
+                    stopFlag = true;
+                } else if (totalBytes > cutBytes) {
+                    lastIndex = i - 1;
+                    stopFlag = true;
+                }
+            }
+        }
+        if (!stopFlag) {
+            return sourceString;
+        } else {
+            return sourceString.substring(0, lastIndex + 1);
+        }
+    }
+    public static boolean dataOverLength(OdpsType type, Object data, int limit){
+        if (data == null ) {
+            return false;
+        }
+        if (OdpsType.STRING.equals(type)) {
+            if(!OdpsUtil.validateStringLength((String)data, limit)){
+                return true;
+            }
+        }else if (OdpsType.BINARY.equals(type)){
+            byte[] oriDataBytes = ((Binary) data).data();
+            if(oriDataBytes == null){
+                return false;
+            }
+            int originLength = oriDataBytes.length;
+            if (originLength > limit) {
+                return true;
+            }
+        }
+        return false;
+    }
+    public static Object processOverLengthData(Object data, OdpsType type, String overLengthRule, int maxFieldLength, Boolean enableOverLengthOutput) {
+        try{
+            //超长数据检查
+            if(OdpsWriter.maxOutputOverLengthRecord != null && OdpsWriter.globalTotalTruncatedRecordNumber.get() >= OdpsWriter.maxOutputOverLengthRecord){
+                enableOverLengthOutput = false;
+            }
+            if ("truncate".equalsIgnoreCase(overLengthRule)) {
+                if (OdpsUtil.dataOverLength(type, data, OdpsWriter.maxOdpsFieldLength)) {
+                    Object newData = OdpsUtil.truncateSingleFieldData(type, data, maxFieldLength, enableOverLengthOutput);
+                    OdpsWriter.globalTotalTruncatedRecordNumber.incrementAndGet();
+                    return newData;
+                }
+            } else if ("setNull".equalsIgnoreCase(overLengthRule)) {
+                if (OdpsUtil.dataOverLength(type, data, OdpsWriter.maxOdpsFieldLength)) {
+                    OdpsWriter.globalTotalTruncatedRecordNumber.incrementAndGet();
+                    return OdpsUtil.setNull(type, data, maxFieldLength, enableOverLengthOutput);
+                }
+            }
+        }catch (Throwable e){
+            LOG.warn("truncate overLength data failed!",  e);
+        }
+        return data;
+    }
+    private static final char HEX_CHAR_ARR[] = {'0','1','2','3','4','5','6','7','8','9','a','b','c','d','e','f'};
+    /**
+     * 字节数组转十六进制字符串
+     * @param btArr
+     * @return
+     */
+    public static String byteArrToHex(byte[] btArr) {
+        char strArr[] = new char[btArr.length * 2];
+        int i = 0;
+        for (byte bt : btArr) {
+            strArr[i++] = HEX_CHAR_ARR[bt>>>4 & 0xf];
+            strArr[i++] = HEX_CHAR_ARR[bt & 0xf];
+        }
+        return new String(strArr);
+    }
+    public static byte[] hexToByteArr(String hexStr) {
+        char[] charArr = hexStr.toCharArray();
+        byte btArr[] = new byte[charArr.length / 2];
+        int index = 0;
+        for (int i = 0; i < charArr.length; i++) {
+            int highBit = hexStr.indexOf(charArr[i]);
+            int lowBit = hexStr.indexOf(charArr[++i]);
+            btArr[index] = (byte) (highBit << 4 | lowBit);
+            index++;
+        }
+        return btArr;
     }
 
 }
diff --git a/odpswriter/src/main/libs/bcprov-jdk15on-1.52.jar b/odpswriter/src/main/libs/bcprov-jdk15on-1.52.jar
deleted file mode 100644
index 6c54dd901cc37c7e2bcb1c42abd64bc2c56c7460..0000000000000000000000000000000000000000
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diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/CliQuery.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/CliQuery.java
index fe8dce2b..88822089 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/CliQuery.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/CliQuery.java
@@ -6,14 +6,30 @@ import net.opentsdb.utils.DateTime;
 import java.util.ArrayList;
 import java.util.HashMap;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：CliQuery
- *
- * @author Benedict Jin
- * @since 2019-04-17
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 final class CliQuery {
 
     /**
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/Connection4TSDB.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/Connection4TSDB.java
index 97a841cf..4b75acb9 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/Connection4TSDB.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/Connection4TSDB.java
@@ -4,14 +4,30 @@ import com.alibaba.datax.common.plugin.RecordSender;
 
 import java.util.List;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：Connection for TSDB-like databases
- *
- * @author Benedict Jin
- * @since 2019-03-29
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 public interface Connection4TSDB {
 
     /**
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DataPoint4TSDB.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DataPoint4TSDB.java
index 1f690245..64c124ae 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DataPoint4TSDB.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DataPoint4TSDB.java
@@ -4,14 +4,30 @@ import com.alibaba.fastjson.JSON;
 
 import java.util.Map;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：DataPoint for TSDB
- *
- * @author Benedict Jin
- * @since 2019-04-10
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 public class DataPoint4TSDB {
 
     private long timestamp;
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DumpSeries.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DumpSeries.java
index 56ab0bc2..4aed1458 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DumpSeries.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DumpSeries.java
@@ -12,14 +12,30 @@ import org.slf4j.LoggerFactory;
 
 import java.util.*;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：Tool to dump the data straight from HBase
- *
- * @author Benedict Jin
- * @since 2019-04-17
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 final class DumpSeries {
 
     private static final Logger LOG = LoggerFactory.getLogger(DumpSeries.class);
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBConnection.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBConnection.java
index 9e7f12c9..939a856f 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBConnection.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBConnection.java
@@ -7,14 +7,30 @@ import org.apache.commons.lang3.StringUtils;
 
 import java.util.List;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：OpenTSDB Connection
- *
- * @author Benedict Jin
- * @since 2019-03-29
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 public class OpenTSDBConnection implements Connection4TSDB {
 
     private String address;
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBDump.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBDump.java
index 5ed0a314..009aa100 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBDump.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBDump.java
@@ -7,14 +7,30 @@ import net.opentsdb.utils.Config;
 
 import java.util.Map;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：OpenTSDB Dump
- *
- * @author Benedict Jin
- * @since 2019-04-15
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 final class OpenTSDBDump {
 
     private static TSDB TSDB_INSTANCE;
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Constant.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Constant.java
index 6017d4e5..286443de 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Constant.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Constant.java
@@ -1,13 +1,29 @@
 package com.alibaba.datax.plugin.reader.opentsdbreader;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：Key
- *
- * @author Benedict Jin
- * @since 2019-04-18
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 public final class Constant {
 
     static final String DEFAULT_DATA_FORMAT = "yyyy-MM-dd HH:mm:ss";
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Key.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Key.java
index 5b8c4adc..2d2c2844 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Key.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/Key.java
@@ -1,13 +1,29 @@
 package com.alibaba.datax.plugin.reader.opentsdbreader;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：Key
- *
- * @author Benedict Jin
- * @since 2019-04-18
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 public class Key {
 
     static final String ENDPOINT = "endpoint";
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReader.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReader.java
index d57456d1..4cd0476e 100755
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReader.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReader.java
@@ -18,14 +18,30 @@ import java.util.ArrayList;
 import java.util.Collections;
 import java.util.List;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：Key
- *
- * @author Benedict Jin
- * @since 2019-04-18
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 @SuppressWarnings("unused")
 public class OpenTSDBReader extends Reader {
 
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReaderErrorCode.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReaderErrorCode.java
index 0d9de4c4..479936c6 100755
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReaderErrorCode.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReaderErrorCode.java
@@ -2,14 +2,30 @@ package com.alibaba.datax.plugin.reader.opentsdbreader;
 
 import com.alibaba.datax.common.spi.ErrorCode;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：OpenTSDB Reader Error Code
- *
- * @author Benedict Jin
- * @since 2019-04-18
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 public enum OpenTSDBReaderErrorCode implements ErrorCode {
 
     REQUIRED_VALUE("OpenTSDBReader-00", "缺失必要的值"),
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/HttpUtils.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/HttpUtils.java
index cdf5c9c1..cbd0d7ca 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/HttpUtils.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/HttpUtils.java
@@ -9,14 +9,30 @@ import java.nio.charset.Charset;
 import java.util.Map;
 import java.util.concurrent.TimeUnit;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：HttpUtils
- *
- * @author Benedict Jin
- * @since 2019-03-29
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 public final class HttpUtils {
 
     public final static Charset UTF_8 = Charset.forName("UTF-8");
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TSDBUtils.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TSDBUtils.java
index 72c7fd62..bbfb75cb 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TSDBUtils.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TSDBUtils.java
@@ -7,14 +7,30 @@ import org.slf4j.LoggerFactory;
 
 import java.util.List;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：TSDB Utils
- *
- * @author Benedict Jin
- * @since 2019-03-29
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 public final class TSDBUtils {
 
     private static final Logger LOG = LoggerFactory.getLogger(TSDBUtils.class);
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TimeUtils.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TimeUtils.java
index 9bc11b36..7d6bd112 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TimeUtils.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TimeUtils.java
@@ -2,14 +2,30 @@ package com.alibaba.datax.plugin.reader.util;
 
 import java.util.concurrent.TimeUnit;
 
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：TimeUtils
- *
- * @author Benedict Jin
- * @since 2019-04-22
- */
+//This file is part of OpenTSDB.
+
+//Copyright (C) 2010-2012  The OpenTSDB Authors.
+//Copyright（C）2019 Alibaba Group Holding Ltd.
+
+//
+
+//This program is free software: you can redistribute it and/or modify it
+
+//under the terms of the GNU Lesser General Public License as published by
+
+//the Free Software Foundation, either version 2.1 of the License, or (at your
+
+//option) any later version.  This program is distributed in the hope that it
+
+//will be useful, but WITHOUT ANY WARRANTY; without even the implied warranty
+
+//of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE.  See the GNU Lesser
+
+//General Public License for more details.  You should have received a copy
+
+//of the GNU Lesser General Public License along with this program.  If not,
+
+//see <http://www.gnu.org/licenses/>.
 public final class TimeUtils {
 
     private TimeUtils() {
diff --git a/oscarwriter/pom.xml b/oscarwriter/pom.xml
index 51643c76..06249a26 100644
--- a/oscarwriter/pom.xml
+++ b/oscarwriter/pom.xml
@@ -39,12 +39,18 @@
             <artifactId>plugin-rdbms-util</artifactId>
             <version>${datax-project-version}</version>
         </dependency>
-        <dependency>
+    <!--    <dependency>
             <groupId>com.oscar</groupId>
             <artifactId>oscar</artifactId>
             <version>7.0.8</version>
             <scope>system</scope>
             <systemPath>${basedir}/src/main/lib/oscarJDBC.jar</systemPath>
+        </dependency>-->
+        <!--驱动文件找不到了，暂时替换成下面这个-->
+        <dependency>
+            <groupId>com.csicit.thirdparty</groupId>
+            <artifactId>oscar</artifactId>
+            <version>1.0.1</version>
         </dependency>
 
     </dependencies>
diff --git a/ossreader/pom.xml b/ossreader/pom.xml
index 1feb42ff..d27b6a3d 100755
--- a/ossreader/pom.xml
+++ b/ossreader/pom.xml
@@ -11,6 +11,17 @@
     <packaging>jar</packaging>
 
     <dependencies>
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-api</artifactId>
+            <version>2.17.1</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-core</artifactId>
+            <version>2.17.1</version>
+        </dependency>
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>datax-common</artifactId>
@@ -43,13 +54,19 @@
         <dependency>
             <groupId>com.aliyun.oss</groupId>
             <artifactId>aliyun-sdk-oss</artifactId>
-            <version>2.2.3</version>
+            <version>3.4.2</version>
         </dependency>
         <dependency>
             <groupId>junit</groupId>
             <artifactId>junit</artifactId>
             <scope>test</scope>
         </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>hdfsreader</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>compile</scope>
+        </dependency>
     </dependencies>
 
     <build>
diff --git a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/Key.java b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/Key.java
index e836fbbd..efa95343 100755
--- a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/Key.java
+++ b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/Key.java
@@ -18,4 +18,29 @@ public class Key {
     
     public static final String CNAME = "cname";
 
+    public static final String SUCCESS_ON_NO_Object = "successOnNoObject";
+
+    public static final String PROXY_HOST = "proxyHost";
+
+    public static final String PROXY_PORT = "proxyPort";
+
+    public static final String PROXY_USERNAME = "proxyUsername";
+
+    public static final String PROXY_PASSWORD = "proxyPassword";
+
+    public static final String PROXY_DOMAIN = "proxyDomain";
+
+    public static final String PROXY_WORKSTATION = "proxyWorkstation";
+
+    public static final String HDOOP_CONFIG = "hadoopConfig";
+
+    public static final String FS_OSS_ACCESSID = "fs.oss.accessKeyId";
+
+    public static final String FS_OSS_ACCESSKEY = "fs.oss.accessKeySecret";
+
+    public static final String FS_OSS_ENDPOINT = "fs.oss.endpoint";
+
+    /*判断分片是否均匀的标准，是否有分片长度超出平均值的百分比*/
+    public static final String BALANCE_THRESHOLD = "balanceThreshold";
+
 }
diff --git a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssInputStream.java b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssInputStream.java
new file mode 100644
index 00000000..a43146e7
--- /dev/null
+++ b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssInputStream.java
@@ -0,0 +1,132 @@
+package com.alibaba.datax.plugin.reader.ossreader;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.RetryUtil;
+import com.aliyun.oss.OSSClient;
+import com.aliyun.oss.model.GetObjectRequest;
+import com.aliyun.oss.model.OSSObject;
+import org.apache.commons.io.IOUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.concurrent.Callable;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 15:52
+ */
+public class OssInputStream extends InputStream {
+
+    private final OSSClient ossClient;
+    private GetObjectRequest getObjectRequest;
+
+    private long startIndex = 0;
+    private long endIndex = -1;
+
+    private InputStream inputStream;
+
+    /**
+     * retryTimes : 重试次数, 默认值是60次;
+     * description: 能够cover住的网络断连时间= retryTimes*(socket_timeout+sleepTime);
+     *              默认cover住的网络断连时间= 60*(5+5) = 600秒.
+     */
+    private int retryTimes = 60;
+
+    private static final Logger LOG = LoggerFactory.getLogger(OssInputStream.class);
+
+    /**
+     * 如果start为0, end为1000, inputstream范围是[0,1000],共1001个字节
+     *
+     * @param ossClient
+     * @param bucket
+     * @param object
+     * @param start inputstream start index
+     * @param end inputstream end index
+     */
+    public OssInputStream(final OSSClient ossClient, final String bucket, final String object, long start, long end) {
+        this.ossClient = ossClient;
+        this.getObjectRequest = new GetObjectRequest(bucket, object);
+        this.startIndex = start;
+        this.getObjectRequest.setRange(this.startIndex, end);
+        this.endIndex = end;
+        try {
+            RetryUtil.executeWithRetry(new Callable<Boolean>() {
+                @Override
+                public Boolean call() throws Exception {
+                    OSSObject ossObject = ossClient.getObject(getObjectRequest);
+                    // 读取InputStream
+                    inputStream = ossObject.getObjectContent();
+                    return true;
+                }
+            }, this.retryTimes, 5000, false);
+        } catch (Exception e) {
+            throw DataXException.asDataXException(
+                    OssReaderErrorCode.RUNTIME_EXCEPTION,e.getMessage(), e);
+        }
+    }
+
+    public OssInputStream(final OSSClient ossClient, final String bucket, final String object) {
+        this.ossClient = ossClient;
+        this.getObjectRequest = new GetObjectRequest(bucket, object);
+        this.getObjectRequest.setRange(startIndex, -1);
+        try {
+            RetryUtil.executeWithRetry(new Callable<Boolean>() {
+                @Override
+                public Boolean call() throws Exception {
+                    OSSObject ossObject = ossClient.getObject(getObjectRequest);
+                    // 读取InputStream
+                    inputStream = ossObject.getObjectContent();
+                    return true;
+                }
+            }, this.retryTimes, 5000, false);
+        } catch (Exception e) {
+            throw DataXException.asDataXException(
+                    OssReaderErrorCode.RUNTIME_EXCEPTION, e.getMessage(), e);
+        }
+    }
+
+    @Override
+    public int read() throws IOException {
+        int cbyte;
+        try {
+            cbyte = RetryUtil.executeWithRetry(new Callable<Integer>() {
+                @Override
+                public Integer call() throws Exception {
+                    try {
+                        int c = inputStream.read();
+                        startIndex++;
+                        return c;
+                    } catch (Exception e) {
+                        LOG.warn(e.getMessage(),e);
+                        /**
+                         * 必须将inputStream先关闭, 否则会造成连接泄漏
+                         */
+                        IOUtils.closeQuietly(inputStream);
+                        // getOssRangeInuptStream时,如果网络不连通,则会抛出异常,RetryUtil捕获异常进行重试
+                        inputStream = getOssRangeInuptStream(startIndex);
+                        int c = inputStream.read();
+                        startIndex++;
+                        return c;
+                    }
+                }
+            }, this.retryTimes,5000, false);
+            return cbyte;
+        } catch (Exception e) {
+            throw DataXException.asDataXException(
+                    OssReaderErrorCode.RUNTIME_EXCEPTION, e.getMessage(), e);
+        }
+    }
+
+    private InputStream getOssRangeInuptStream(final long startIndex) {
+        LOG.info("Start to retry reading [inputStream] from Byte {}", startIndex);
+        // 第二个参数值设为-1，表示不设置结束的字节位置,读取startIndex及其以后的所有数据
+        getObjectRequest.setRange(startIndex, this.endIndex);
+        // 范围下载
+        OSSObject ossObject = ossClient.getObject(getObjectRequest);
+        // 读取InputStream
+        LOG.info("Start to retry reading [inputStream] from Byte {}", startIndex);
+        return ossObject.getObjectContent();
+    }
+}
diff --git a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssReader.java b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssReader.java
index ce4f0875..62a1f81f 100755
--- a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssReader.java
+++ b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssReader.java
@@ -4,33 +4,37 @@ import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.common.spi.Reader;
 import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.reader.hdfsreader.HdfsReader;
+import com.alibaba.datax.plugin.reader.ossreader.util.HdfsParquetUtil;
+import com.alibaba.datax.plugin.reader.ossreader.util.OssSplitUtil;
 import com.alibaba.datax.plugin.reader.ossreader.util.OssUtil;
+import com.alibaba.datax.plugin.unstructuredstorage.FileFormat;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderUtil;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.binaryFileUtil.BinaryFileReaderUtil;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.split.StartEndPair;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.TypeReference;
 import com.aliyun.oss.ClientException;
 import com.aliyun.oss.OSSClient;
 import com.aliyun.oss.OSSException;
 import com.aliyun.oss.model.ListObjectsRequest;
-import com.aliyun.oss.model.OSSObject;
 import com.aliyun.oss.model.OSSObjectSummary;
 import com.aliyun.oss.model.ObjectListing;
-import com.google.common.collect.Sets;
 
-import org.apache.commons.io.Charsets;
+import com.aliyun.oss.model.ObjectMetadata;
+import org.apache.commons.lang3.tuple.MutablePair;
+import org.apache.commons.lang3.tuple.Pair;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.io.InputStream;
-import java.nio.charset.UnsupportedCharsetException;
 import java.util.ArrayList;
 import java.util.List;
-import java.util.Set;
+import java.util.Locale;
 import java.util.regex.Pattern;
 
-/**
- * Created by mengxin.liumx on 2014/12/7.
- */
 public class OssReader extends Reader {
     public static class Job extends Reader.Job {
         private static final Logger LOG = LoggerFactory
@@ -38,194 +42,204 @@ public class OssReader extends Reader {
 
         private Configuration readerOriginConfig = null;
 
+        private OSSClient ossClient = null;
+        private String endpoint;
+        private String accessId;
+        private String accessKey;
+        private String bucket;
+        private boolean successOnNoObject;
+        private Boolean isBinaryFile;
+
+        private List<String> objects;
+        private List<Pair<String, Long>> objectSizePairs; /*用于任务切分的依据*/
+
+        private String fileFormat;
+
+        private HdfsReader.Job hdfsReaderJob;
+        private boolean useHdfsReaderProxy = false;
+
         @Override
         public void init() {
             LOG.debug("init() begin...");
             this.readerOriginConfig = this.getPluginJobConf();
+            this.basicValidateParameter();
+            this.fileFormat = this.readerOriginConfig.getString(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.FILE_FORMAT,
+                    com.alibaba.datax.plugin.unstructuredstorage.reader.Constant.DEFAULT_FILE_FORMAT);
+            this.useHdfsReaderProxy  = HdfsParquetUtil.isUseHdfsWriterProxy(this.fileFormat);
+            if(useHdfsReaderProxy){
+                HdfsParquetUtil.adaptConfiguration(this.readerOriginConfig);
+                this.hdfsReaderJob = new HdfsReader.Job();
+                this.hdfsReaderJob.setJobPluginCollector(this.getJobPluginCollector());
+                this.hdfsReaderJob.setPeerPluginJobConf(this.getPeerPluginJobConf());
+                this.hdfsReaderJob.setPeerPluginName(this.getPeerPluginName());
+                this.hdfsReaderJob.setPluginJobConf(this.getPluginJobConf());
+                this.hdfsReaderJob.init();
+                return;
+            }
+
+            this.isBinaryFile = FileFormat.getFileFormatByConfiguration(this.readerOriginConfig).isBinary();
             this.validate();
+            UnstructuredStorageReaderUtil.validateCsvReaderConfig(this.readerOriginConfig);
+            this.successOnNoObject = this.readerOriginConfig.getBool(
+                    Key.SUCCESS_ON_NO_Object, false);
             LOG.debug("init() ok and end...");
         }
 
-        private void validate() {
-            String endpoint = this.readerOriginConfig.getString(Key.ENDPOINT);
+
+        private void basicValidateParameter(){
+            endpoint = this.readerOriginConfig.getString(Key.ENDPOINT);
             if (StringUtils.isBlank(endpoint)) {
                 throw DataXException.asDataXException(
-                        OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
-                        "您需要指定 endpoint");
+                        OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,"invalid endpoint");
             }
 
-            String accessId = this.readerOriginConfig.getString(Key.ACCESSID);
+            accessId = this.readerOriginConfig.getString(Key.ACCESSID);
             if (StringUtils.isBlank(accessId)) {
                 throw DataXException.asDataXException(
                         OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
-                        "您需要指定 accessId");
+                        "invalid accessId");
             }
 
-            String accessKey = this.readerOriginConfig.getString(Key.ACCESSKEY);
+            accessKey = this.readerOriginConfig.getString(Key.ACCESSKEY);
             if (StringUtils.isBlank(accessKey)) {
                 throw DataXException.asDataXException(
                         OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
-                        "您需要指定 accessKey");
+                        "invalid accessKey");
             }
+        }
+        // warn: 提前验证endpoint,accessId,accessKey,bucket,object的有效性
+        private void validate() {
+            // fxxk
+            // ossClient = new OSSClient(endpoint,accessId,accessKey);
+            ossClient = OssUtil.initOssClient(this.readerOriginConfig);
 
-            String bucket = this.readerOriginConfig.getString(Key.BUCKET);
+
+            bucket = this.readerOriginConfig.getString(Key.BUCKET);
             if (StringUtils.isBlank(bucket)) {
                 throw DataXException.asDataXException(
                         OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
-                        "您需要指定 endpoint");
+                        "invalid bucket");
+            }else if(!ossClient.doesBucketExist(bucket)){
+                throw DataXException.asDataXException(
+                        OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
+                        "invalid bucket");
             }
 
             String object = this.readerOriginConfig.getString(Key.OBJECT);
             if (StringUtils.isBlank(object)) {
                 throw DataXException.asDataXException(
                         OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
-                        "您需要指定 object");
+                        "invalid object");
             }
 
-            String fieldDelimiter = this.readerOriginConfig
-                    .getString(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.FIELD_DELIMITER);
-            // warn: need length 1
-            if (null == fieldDelimiter || fieldDelimiter.length() == 0) {
-                throw DataXException.asDataXException(
-                        OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
-                        "您需要指定 fieldDelimiter");
-            }
-
-            String encoding = this.readerOriginConfig
-                    .getString(
-                            com.alibaba.datax.plugin.unstructuredstorage.reader.Key.ENCODING,
-                            com.alibaba.datax.plugin.unstructuredstorage.reader.Constant.DEFAULT_ENCODING);
-            try {
-                Charsets.toCharset(encoding);
-            } catch (UnsupportedCharsetException uce) {
-                throw DataXException.asDataXException(
-                        OssReaderErrorCode.ILLEGAL_VALUE,
-                        String.format("不支持的编码格式 : [%s]", encoding), uce);
-            } catch (Exception e) {
-                throw DataXException.asDataXException(
-                        OssReaderErrorCode.ILLEGAL_VALUE,
-                        String.format("运行配置异常 : %s", e.getMessage()), e);
-            }
-
-            // 检测是column 是否为 ["*"] 若是则填为空
-            List<Configuration> column = this.readerOriginConfig
-                    .getListConfiguration(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.COLUMN);
-            if (null != column
-                    && 1 == column.size()
-                    && ("\"*\"".equals(column.get(0).toString()) || "'*'"
-                            .equals(column.get(0).toString()))) {
-                readerOriginConfig
-                        .set(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.COLUMN,
-                                new ArrayList<String>());
-            } else {
-                // column: 1. index type 2.value type 3.when type is Data, may
-                // have
-                // format
-                List<Configuration> columns = this.readerOriginConfig
-                        .getListConfiguration(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.COLUMN);
-
-                if (null == columns || columns.size() == 0) {
-                    throw DataXException.asDataXException(
-                            OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
-                            "您需要指定 columns");
-                }
-
-                if (null != columns && columns.size() != 0) {
-                    for (Configuration eachColumnConf : columns) {
-                        eachColumnConf
-                                .getNecessaryValue(
-                                        com.alibaba.datax.plugin.unstructuredstorage.reader.Key.TYPE,
-                                        OssReaderErrorCode.REQUIRED_VALUE);
-                        Integer columnIndex = eachColumnConf
-                                .getInt(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.INDEX);
-                        String columnValue = eachColumnConf
-                                .getString(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.VALUE);
-
-                        if (null == columnIndex && null == columnValue) {
-                            throw DataXException.asDataXException(
-                                    OssReaderErrorCode.NO_INDEX_VALUE,
-                                    "由于您配置了type, 则至少需要配置 index 或 value");
-                        }
-
-                        if (null != columnIndex && null != columnValue) {
-                            throw DataXException.asDataXException(
-                                    OssReaderErrorCode.MIXED_INDEX_VALUE,
-                                    "您混合配置了index, value, 每一列同时仅能选择其中一种");
-                        }
-
-                    }
-                }
-            }
-
-            // only support compress: gzip,bzip2,zip
-            String compress = this.readerOriginConfig
-                    .getString(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.COMPRESS);
-            if (StringUtils.isBlank(compress)) {
-                this.readerOriginConfig
-                        .set(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.COMPRESS,
-                                null);
-            } else {
-                Set<String> supportedCompress = Sets
-                        .newHashSet("gzip", "bzip2", "zip");
-                compress = compress.toLowerCase().trim();
-                if (!supportedCompress.contains(compress)) {
-                    throw DataXException
-                            .asDataXException(
-                                    OssReaderErrorCode.ILLEGAL_VALUE,
-                                    String.format(
-                                            "仅支持 gzip, bzip2, zip 文件压缩格式 , 不支持您配置的文件压缩格式: [%s]",
-                                            compress));
-                }
-                this.readerOriginConfig
-                        .set(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.COMPRESS,
-                                compress);
+            if (this.isBinaryFile){
+                return;
             }
+            UnstructuredStorageReaderUtil.validateParameter(this.readerOriginConfig);
         }
 
+
+
         @Override
         public void prepare() {
-            LOG.debug("prepare()");
+            if(useHdfsReaderProxy){
+                this.hdfsReaderJob.prepare();
+                return;
+            }
+            // 将每个单独的 object 作为一个 slice
+            this.objectSizePairs = parseOriginObjectSizePairs(readerOriginConfig.getList(Key.OBJECT, String.class));
+            this.objects = parseOriginObjects(readerOriginConfig.getList(Key.OBJECT, String.class));
+            UnstructuredStorageReaderUtil.setSourceFileName(readerOriginConfig, this.objects);
+            UnstructuredStorageReaderUtil.setSourceFile(readerOriginConfig, this.objects);
         }
 
         @Override
         public void post() {
+            if(useHdfsReaderProxy){
+                this.hdfsReaderJob.post();
+                return;
+            }
             LOG.debug("post()");
         }
 
         @Override
         public void destroy() {
+            if(useHdfsReaderProxy){
+                this.hdfsReaderJob.destroy();
+                return;
+            }
             LOG.debug("destroy()");
         }
 
         @Override
         public List<Configuration> split(int adviceNumber) {
             LOG.debug("split() begin...");
-            List<Configuration> readerSplitConfigs = new ArrayList<Configuration>();
+            if(useHdfsReaderProxy){
+                return  hdfsReaderJob.split(adviceNumber);
+            }
+            List<Configuration> readerSplitConfigs;
 
-            // 将每个单独的 object 作为一个 slice
-            List<String> objects = parseOriginObjects(readerOriginConfig
-                    .getList(Constant.OBJECT, String.class));
-            if (0 == objects.size()) {
+            if (0 == objects.size() && this.successOnNoObject) {
+                readerSplitConfigs = new ArrayList<Configuration>();
+                Configuration splitedConfig = this.readerOriginConfig.clone();
+                splitedConfig.set(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.SPLIT_SLICE_CONFIG, null);
+                readerSplitConfigs.add(splitedConfig);
+                LOG.info(String.format("no OSS object to be read"));
+                LOG.debug("split() ok and end...");
+                return readerSplitConfigs;
+            }else if (0 == objects.size()) {
                 throw DataXException.asDataXException(
                         OssReaderErrorCode.EMPTY_BUCKET_EXCEPTION,
-                        String.format(
-                                "未能找到待读取的Object,请确认您的配置项bucket: %s object: %s",
+                        String.format("Unable to find the object to read. Please confirm your configured item [bucket]: %s object: %s",
                                 this.readerOriginConfig.get(Key.BUCKET),
                                 this.readerOriginConfig.get(Key.OBJECT)));
             }
 
-            for (String object : objects) {
-                Configuration splitedConfig = this.readerOriginConfig.clone();
-                splitedConfig.set(Constant.OBJECT, object);
-                readerSplitConfigs.add(splitedConfig);
-                LOG.info(String.format("OSS object to be read:%s", object));
+            /**
+             * 当文件类型是text纯文本文件,并且不是压缩的情况下,
+             * 可以对纯文本文件进行内部切分实现并发读取, 如果用户不希望对文件拆分, 可以指定fileFormat为csv
+             *
+             * 注意：这里判断文件是否为text以及是否压缩，信息都是通过任务配置项来获取的
+             *
+             * 这里抽出一个方法来判断是否需要分片
+             * */
+            OssSplitUtil ossFileSplit = new OssSplitUtil(this.ossClient, this.bucket);
+            long t1 = System.currentTimeMillis();
+            readerSplitConfigs = ossFileSplit.getSplitedConfigurations(this.readerOriginConfig, this.objectSizePairs,
+                    adviceNumber);
+            long t2 = System.currentTimeMillis();
+            LOG.info("all split done, cost {}ms", t2 - t1);
+            /**
+             * 在日志中告知用户,为什么实际datax切分跑的channel数会小于用户配置的channel数
+             * 注意：这里的报告的原因不准确，报的原因是一个文件一个task，所以最终切分数小于用户配置数，实际原因还有单文件切分时，
+             * 单文件的大小太小（理论64M一个block），导致问题比较少
+             */
+            if(readerSplitConfigs.size() < adviceNumber){
+                LOG.info("[Note]: During OSSReader data synchronization, one file can only be synchronized in one task. You want to synchronize {} files " +
+                                "and the number is less than the number of channels you configured: {}. " +
+                                "Therefore, please take note that DataX will actually have {} sub-tasks, that is, the actual concurrent channels = {}",
+                        objects.size(), adviceNumber, objects.size(), objects.size());
             }
-            LOG.debug("split() ok and end...");
+            LOG.info("split() ok and end...");
             return readerSplitConfigs;
         }
 
         private List<String> parseOriginObjects(List<String> originObjects) {
-            List<String> parsedObjects = new ArrayList<String>();
+            List<String> objList = new ArrayList<>();
+
+            if (this.objectSizePairs == null) {
+                this.objectSizePairs = parseOriginObjectSizePairs(originObjects);
+            }
+
+            for (Pair<String, Long> objSizePair : this.objectSizePairs) {
+                objList.add(objSizePair.getKey());
+            }
+
+            return objList;
+        }
+
+        private List<Pair<String, Long>> parseOriginObjectSizePairs(List<String> originObjects) {
+            List<Pair<String, Long>> parsedObjectSizePaires = new ArrayList<Pair<String, Long>>();
 
             for (String object : originObjects) {
                 int firstMetaChar = (object.indexOf('*') > object.indexOf('?')) ? object
@@ -236,52 +250,130 @@ public class OssReader extends Reader {
                             IOUtils.DIR_SEPARATOR, firstMetaChar);
                     String parentDir = object
                             .substring(0, lastDirSeparator + 1);
-                    List<String> remoteObjects = getRemoteObjects(parentDir);
+                    List<Pair<String, Long>> allRemoteObjectSizePairs = getAllRemoteObjectsKeyAndSizeInDir(parentDir);
                     Pattern pattern = Pattern.compile(object.replace("*", ".*")
                             .replace("?", ".?"));
 
-                    for (String remoteObject : remoteObjects) {
-                        if (pattern.matcher(remoteObject).matches()) {
-                            parsedObjects.add(remoteObject);
+                    for (Pair<String, Long> remoteObjectSizePair : allRemoteObjectSizePairs) {
+                        if (pattern.matcher(remoteObjectSizePair.getKey()).matches()) {
+                            parsedObjectSizePaires.add(remoteObjectSizePair);
+                            LOG.info(String
+                                    .format("add object [%s] as a candidate to be read.",
+                                            remoteObjectSizePair.getKey()));
                         }
                     }
                 } else {
-                    parsedObjects.add(object);
+                    // 如果没有配正则匹配,那么需要对用户自己配置的object存在性进行检测
+                    try{
+                        ossClient.getObject(bucket, object);
+                        ObjectMetadata objMeta = ossClient.getObjectMetadata(bucket, object);
+                        parsedObjectSizePaires.add(new MutablePair<String, Long>(object, objMeta.getContentLength() <= OssSplitUtil.SINGLE_FILE_SPLIT_THRESHOLD_IN_SIZE ? -1L : objMeta.getContentLength()));
+                        LOG.info(String.format(
+                                "add object [%s] as a candidate to be read.",
+                                object));
+                    }catch (Exception e){
+                        trackOssDetailException(e, object);
+                    }
                 }
             }
-            return parsedObjects;
+            return parsedObjectSizePaires;
         }
 
-        private List<String> getRemoteObjects(String parentDir)
-                throws OSSException, ClientException {
+        // 对oss配置异常信息进行细分定位
+        private void trackOssDetailException(Exception e, String object){
+            // 对异常信息进行细分定位
+            String errorMessage = e.getMessage();
+            if(StringUtils.isNotBlank(errorMessage)){
+                if(errorMessage.contains("UnknownHost")){
+                    // endPoint配置错误
+                    throw DataXException.asDataXException(
+                            OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
+                            "The endpoint you configured is not correct. Please check the endpoint configuration", e);
+                }else if(errorMessage.contains("InvalidAccessKeyId")){
+                    // accessId配置错误
+                    throw DataXException.asDataXException(
+                            OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
+                            "The accessId you configured is not correct. Please check the accessId configuration", e);
+                }else if(errorMessage.contains("SignatureDoesNotMatch")){
+                    // accessKey配置错误
+                    throw DataXException.asDataXException(
+                            OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
+                           "The accessKey you configured is not correct. Please check the accessId configuration", e);
+                }else if(errorMessage.contains("NoSuchKey")){
+                    if (e instanceof OSSException) {
+                        OSSException ossException = (OSSException) e;
+                        if ("NoSuchKey".equalsIgnoreCase(ossException
+                                .getErrorCode()) && this.successOnNoObject) {
+                            LOG.warn(String.format("oss file %s is not exits to read:", object), e);
+                            return;
+                        }
+                    }
+                    // object配置错误
+                    throw DataXException.asDataXException(
+                            OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
+                            "The object you configured is not correct. Please check the accessId configuration");
+                }else{
+                    // 其他错误
+                    throw DataXException.asDataXException(
+                            OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
+                            String.format("Please check whether the configuration of [endpoint], [accessId], [accessKey], [bucket], and [object] are correct. Error reason: %s",e.getMessage()), e);
+                }
+            }else{
+                throw DataXException.asDataXException(
+                        OssReaderErrorCode.CONFIG_INVALID_EXCEPTION,
+                        "The configured json is invalid", e);
+            }
+        }
 
-            LOG.debug(String.format("父文件夹 : %s", parentDir));
+        private List<Pair<String, Long>> getAllRemoteObjectsKeyAndSizeInDir(String parentDir)
+                throws OSSException, ClientException{
+            List<Pair<String, Long>> objectSizePairs = new ArrayList<Pair<String, Long>>();
+            List<ObjectListing> objectListings  = getRemoteObjectListings(parentDir);
+
+            if (objectListings.size() == 0) {
+                return objectSizePairs;
+            }
+
+            for (ObjectListing objectList : objectListings){
+                for (OSSObjectSummary objectSummary : objectList.getObjectSummaries()) {
+                    Pair<String, Long> objNameSize = new MutablePair<String, Long>(objectSummary.getKey(), objectSummary.getSize() <= OssSplitUtil.SINGLE_FILE_SPLIT_THRESHOLD_IN_SIZE ? -1L : objectSummary.getSize());
+                    objectSizePairs.add(objNameSize);
+                }
+            }
+
+            return  objectSizePairs;
+        }
+
+        private List<ObjectListing> getRemoteObjectListings(String parentDir) throws OSSException, ClientException {
+
+            List<ObjectListing> remoteObjectListings = new ArrayList<ObjectListing>();
+
+            LOG.debug("Parent folder: {}", parentDir);
             List<String> remoteObjects = new ArrayList<String>();
             OSSClient client = OssUtil.initOssClient(readerOriginConfig);
+
             try {
                 ListObjectsRequest listObjectsRequest = new ListObjectsRequest(
                         readerOriginConfig.getString(Key.BUCKET));
                 listObjectsRequest.setPrefix(parentDir);
-                ObjectListing objectList;
+                ObjectListing remoteObjectList;
                 do {
-                    objectList = client.listObjects(listObjectsRequest);
-                    for (OSSObjectSummary objectSummary : objectList
-                            .getObjectSummaries()) {
-                        LOG.debug(String.format("找到文件 : %s",
-                                objectSummary.getKey()));
-                        remoteObjects.add(objectSummary.getKey());
+                    remoteObjectList = client.listObjects(listObjectsRequest);
+                    if (null != remoteObjectList) {
+                        LOG.info("ListObjects prefix: {} requestId: {}", remoteObjectList.getPrefix(), remoteObjectList.getRequestId());
+                    } else {
+                        LOG.info("ListObjectsRequest get null");
                     }
-                    listObjectsRequest.setMarker(objectList.getNextMarker());
+                    remoteObjectListings.add(remoteObjectList);
+                    listObjectsRequest.setMarker(remoteObjectList.getNextMarker());
                     LOG.debug(listObjectsRequest.getMarker());
-                    LOG.debug(String.valueOf(objectList.isTruncated()));
-
-                } while (objectList.isTruncated());
-            } catch (IllegalArgumentException e) {
-                throw DataXException.asDataXException(
-                        OssReaderErrorCode.OSS_EXCEPTION, e.getMessage());
+                    LOG.debug(String.valueOf(remoteObjectList.isTruncated()));
+                } while (remoteObjectList.isTruncated());
+            } catch (Exception e) {
+                trackOssDetailException(e, null);
             }
 
-            return remoteObjects;
+            return remoteObjectListings;
         }
     }
 
@@ -289,30 +381,116 @@ public class OssReader extends Reader {
         private static Logger LOG = LoggerFactory.getLogger(Reader.Task.class);
 
         private Configuration readerSliceConfig;
-
-        @Override
-        public void startRead(RecordSender recordSender) {
-            LOG.debug("read start");
-            String object = readerSliceConfig.getString(Key.OBJECT);
-            OSSClient client = OssUtil.initOssClient(readerSliceConfig);
-
-            OSSObject ossObject = client.getObject(
-                    readerSliceConfig.getString(Key.BUCKET), object);
-            InputStream objectStream = ossObject.getObjectContent();
-            UnstructuredStorageReaderUtil.readFromStream(objectStream, object,
-                    this.readerSliceConfig, recordSender,
-                    this.getTaskPluginCollector());
-            recordSender.flush();
-        }
+        private Boolean isBinaryFile;
+        private Integer blockSizeInByte;
+        private List<StartEndPair> allWorksForTask;
+        private boolean originSkipHeader;
+        private OSSClient ossClient;
+        private String fileFormat;
+        private HdfsReader.Task hdfsReaderTask;
+        private boolean useHdfsReaderProxy = false;
 
         @Override
         public void init() {
             this.readerSliceConfig = this.getPluginJobConf();
+            this.fileFormat = this.readerSliceConfig.getString(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.FILE_FORMAT,
+                    com.alibaba.datax.plugin.unstructuredstorage.reader.Constant.DEFAULT_FILE_FORMAT);
+            this.useHdfsReaderProxy  = HdfsParquetUtil.isUseHdfsWriterProxy(this.fileFormat);
+            if(useHdfsReaderProxy){
+                this.hdfsReaderTask = new HdfsReader.Task();
+                this.hdfsReaderTask.setPeerPluginJobConf(this.getPeerPluginJobConf());
+                this.hdfsReaderTask.setPeerPluginName(this.getPeerPluginName());
+                this.hdfsReaderTask.setPluginJobConf(this.getPluginJobConf());
+                this.hdfsReaderTask.setReaderPluginSplitConf(this.getReaderPluginSplitConf());
+                this.hdfsReaderTask.setTaskGroupId(this.getTaskGroupId());
+                this.hdfsReaderTask.setTaskId(this.getTaskId());
+                this.hdfsReaderTask.setTaskPluginCollector(this.getTaskPluginCollector());
+                this.hdfsReaderTask.init();
+                return;
+            }
+            String allWorksForTaskStr = this.readerSliceConfig
+                    .getString(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.SPLIT_SLICE_CONFIG);
+            if (StringUtils.isBlank(allWorksForTaskStr)) {
+                allWorksForTaskStr = "[]";
+            }
+            this.allWorksForTask = JSON.parseObject(allWorksForTaskStr, new TypeReference<List<StartEndPair>>() {
+            });
+            this.isBinaryFile = FileFormat.getFileFormatByConfiguration(this.readerSliceConfig).isBinary();
+            this.blockSizeInByte = this.readerSliceConfig.getInt(
+                    com.alibaba.datax.plugin.unstructuredstorage.reader.Key.BLOCK_SIZE_IN_BYTE,
+                    com.alibaba.datax.plugin.unstructuredstorage.reader.Constant.DEFAULT_BLOCK_SIZE_IN_BYTE);
+            this.originSkipHeader = this.readerSliceConfig
+                    .getBool(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.SKIP_HEADER, false);
+        }
+
+        @Override
+        public void prepare() {
+            LOG.info("task prepare() begin...");
+            if(useHdfsReaderProxy){
+                this.hdfsReaderTask.prepare();
+                return;
+            }
+        }
+
+
+        @Override
+        public void startRead(RecordSender recordSender) {
+            if(useHdfsReaderProxy){
+                this.hdfsReaderTask.startRead(recordSender);
+                return;
+            }
+            boolean successOnNoObject = this.readerSliceConfig.getBool(Key.SUCCESS_ON_NO_Object, false);
+            if (this.allWorksForTask.isEmpty() && successOnNoObject) {
+                recordSender.flush();
+                return;
+            }
+            String bucket = this.readerSliceConfig.getString(Key.BUCKET);
+            this.ossClient = OssUtil.initOssClient(this.readerSliceConfig);
+            for (StartEndPair eachSlice : this.allWorksForTask) {
+                String object = eachSlice.getFilePath();
+                Long start = eachSlice.getStart();
+                Long end = eachSlice.getEnd();
+                LOG.info(String.format("read bucket=[%s] object=[%s], range: [start=%s, end=%s] start...", bucket,
+                        object, start, end));
+                InputStream ossInputStream = new OssInputStream(ossClient, bucket, object, start, end);
+                // 检查是否要跳过表头, 防止重复跳过首行
+                Boolean skipHeaderValue = this.originSkipHeader && (0L == start);
+                this.readerSliceConfig.set(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.SKIP_HEADER,
+                        skipHeaderValue);
+                try {
+                    if (!this.isBinaryFile) {
+                        UnstructuredStorageReaderUtil.readFromStream(ossInputStream, object, this.readerSliceConfig,
+                                recordSender, this.getTaskPluginCollector());
+                    } else {
+                        BinaryFileReaderUtil.readFromStream(ossInputStream, object, recordSender, this.blockSizeInByte);
+                    }
+                } finally {
+                    IOUtils.closeQuietly(ossInputStream);
+                }
+            }
+            recordSender.flush();
+        }
+
+        @Override
+        public void post() {
+            LOG.info("task post() begin...");
+            if(useHdfsReaderProxy){
+                this.hdfsReaderTask.post();
+                return;
+            }
         }
 
         @Override
         public void destroy() {
-
+            if(useHdfsReaderProxy){
+                this.hdfsReaderTask.destroy();
+                return;
+            }
+            try {
+                // this.ossClient.shutdown();
+            } catch (Exception e) {
+                LOG.warn("shutdown ossclient meet a exception:" + e.getMessage(), e);
+            }
         }
     }
 }
diff --git a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/HdfsParquetUtil.java b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/HdfsParquetUtil.java
new file mode 100644
index 00000000..f332bb95
--- /dev/null
+++ b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/HdfsParquetUtil.java
@@ -0,0 +1,40 @@
+package com.alibaba.datax.plugin.reader.ossreader.util;
+
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.reader.ossreader.Key;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 15:46
+ */
+public class HdfsParquetUtil {
+    public static boolean isUseHdfsWriterProxy( String fileFormat){
+        if("orc".equalsIgnoreCase(fileFormat) || "parquet".equalsIgnoreCase(fileFormat)){
+            return true;
+        }
+        return false;
+    }
+
+    /**
+     * 配置readerOriginConfig 适配hdfsreader读取oss parquet
+     * https://help.aliyun.com/knowledge_detail/74344.html
+     * @param readerOriginConfig
+     */
+    public static void adaptConfiguration(Configuration readerOriginConfig){
+        String bucket = readerOriginConfig.getString(Key.BUCKET);
+        String fs =String.format("oss://%s",bucket);
+        readerOriginConfig.set(com.alibaba.datax.plugin.reader.hdfsreader.Key.DEFAULT_FS,fs);
+        readerOriginConfig.set(com.alibaba.datax.plugin.reader.hdfsreader.Key.FILETYPE,
+                readerOriginConfig.getString(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.FILE_FORMAT));
+        /**
+         *  "path"、 "column" 相互一致
+         */
+        JSONObject hadoopConfig = new JSONObject();
+        hadoopConfig.put(Key.FS_OSS_ACCESSID,readerOriginConfig.getString(Key.ACCESSID));
+        hadoopConfig.put(Key.FS_OSS_ACCESSKEY,readerOriginConfig.getString(Key.ACCESSKEY));
+        hadoopConfig.put(Key.FS_OSS_ENDPOINT,readerOriginConfig.getString(Key.ENDPOINT));
+        readerOriginConfig.set(Key.HDOOP_CONFIG,Configuration.from(JSON.toJSONString(hadoopConfig)));
+    }
+}
diff --git a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/OssSplitUtil.java b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/OssSplitUtil.java
new file mode 100644
index 00000000..760d8d5f
--- /dev/null
+++ b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/OssSplitUtil.java
@@ -0,0 +1,485 @@
+package com.alibaba.datax.plugin.reader.ossreader.util;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.reader.ossreader.OssInputStream;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.Key;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderErrorCode;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.split.StartEndPair;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.split.UnstructuredSplitUtil;
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import com.aliyun.oss.OSSClient;
+import com.aliyun.oss.model.GetObjectRequest;
+import com.aliyun.oss.model.OSSObject;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.tuple.Pair;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.ArrayList;
+import java.util.Comparator;
+import java.util.List;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 15:48
+ */
+public class OssSplitUtil extends UnstructuredSplitUtil {
+
+    private static final Logger LOG = LoggerFactory.getLogger(UnstructuredSplitUtil.class);
+    public static final Long SINGLE_FILE_SPLIT_THRESHOLD_IN_SIZE = 64 * 1024 * 1024L; // 小于 1MB 的文件不做内部切分
+    private OSSClient ossClient;
+    private String bucketName;
+    private Double balanceThreshold;
+    private Long avgLen = -1L;
+    private Integer splitGroupNum = -1;
+
+    public OssSplitUtil(OSSClient ossClient, String bucketName) {
+        super(false);
+        this.ossClient = ossClient;
+        this.bucketName = bucketName;
+    }
+
+    @Override
+    public Long getFileTotalLength(String filePath) {
+        // 获取object字节总数
+        GetObjectRequest getObjectRequest = new GetObjectRequest(this.bucketName, filePath);
+        OSSObject ossObject = this.ossClient.getObject(getObjectRequest);
+        return ossObject.getObjectMetadata().getContentLength();
+    }
+
+    @Override
+    public InputStream getFileInputStream(StartEndPair startEndPair) {
+        InputStream inputStream = new OssInputStream(this.ossClient, this.bucketName, startEndPair.getFilePath(),
+                startEndPair.getStart(), startEndPair.getEnd());
+        return inputStream;
+    }
+
+    private Boolean canSplitSingleFile(Configuration jobConfig) {
+        Boolean enableInnerSplit = jobConfig.getBool(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.ENABLE_INNER_SPLIT, true);
+        if (!enableInnerSplit) {
+            return false;
+        }
+
+        // 默认不切分
+        String fileFormat = jobConfig.getString(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.FILE_FORMAT,
+                com.alibaba.datax.plugin.unstructuredstorage.reader.Constant.DEFAULT_FILE_FORMAT);
+        String compressType = jobConfig.getString(com.alibaba.datax.plugin.unstructuredstorage.reader.Key.COMPRESS);
+
+        // 如果不满足"是text格式且非压缩文件"，则直接返回false
+        if (! StringUtils.equalsIgnoreCase(fileFormat, com.alibaba.datax.plugin.unstructuredstorage.reader.Constant.FILE_FORMAT_TEXT) ||
+                ! StringUtils.isBlank(compressType)) {
+            return false;
+        }
+
+        // todo: 判断文件是否为软连接文件，如果为软连接文件，则不支持内部切分
+
+        return true;
+    }
+
+    private boolean isGroupsBalance(List<Group> groups) {
+        assert (groups != null);
+
+        if(groups.size() <= 1) {
+            return true;
+        }
+
+        double avg = (double) this.avgLen * (1.0 + this.balanceThreshold/100);
+        for (Group group : groups) {
+            if(group.getFilledLenght() > avg) {
+                return false;
+            }
+        }
+        return true;
+    }
+
+    /*
+     * 把 allObjectKeySizePares 分成 N 组，尽量使得各组中文件 size 之和 近似
+     * */
+    private List<Group> splitObjectToGroups(List<Pair<String, Long>> allObjKeySizePares, Integer N) {
+        List<Group> groups;
+
+        // 若文件数 <= N，则每个文件分一个组
+        if(allObjKeySizePares.size() <= N) {
+            groups = new ArrayList<>();
+            int index = 0;
+            for (Pair<String, Long> pair : allObjKeySizePares) {
+                // capacity 初始化为avgLen
+                Group group = new Group(avgLen);
+                FileBlock fileBlock = new FileBlock(pair.getKey(), 0L, pair.getValue() - 1);
+                group.fill(fileBlock);
+                groups.add(group);
+            }
+
+            // 文件不足N，则以空group补全
+            for (int i = groups.size(); i < N; i++) {
+                groups.add(new Group(avgLen));
+            }
+
+            return groups;
+        }
+
+        //文件数量 > N
+        //对 allObjKeySizePairs 按照 size 从大到小排序
+        allObjKeySizePares.sort(new Comparator<Pair<String, Long>>() {
+            @Override
+            public int compare(Pair<String, Long> o1, Pair<String, Long> o2) {
+                if (o1.getValue().compareTo(o2.getValue()) < 0) {
+                    return 1;
+                }
+                if (o1.getValue().equals(o2.getValue())) {
+                    return 0;
+                }
+                return -1;
+            }
+        });
+
+        groups = new ArrayList<>(N);
+
+        for (int i = 0; i < N; i++) {
+            Group group = new Group(avgLen);
+            groups.add(group);
+        }
+
+        for (Pair<String, Long> pair : allObjKeySizePares) {
+            FileBlock fileBlock = new FileBlock(pair.getKey(), 0L, pair.getValue() - 1);
+
+            // 对于avgLen < 0 的极端情况，直接将文件按照数量均分到各个group
+            if (avgLen > 0 && pair.getValue() >= avgLen) {
+                // 若果文件size > avgLen，则独立成组（放在一个空的group中
+                for (int index = 0; index < N; index++) {
+                    if (groups.get(index).isEmpty()) {
+                        groups.get(index).fill(fileBlock);
+                        break;
+                    }
+                }
+            } else {
+                // 如果文件小于平均长度，则将其放在一个当前能够容纳，且容量最接近的 group 中
+                int selectedIndex = 0, index = 0;
+                // 先找到第一个能容纳的
+                for (; index < N; index++) {
+                    if (groups.get(index).getCapacity() >= fileBlock.getSize()) {
+                        selectedIndex = index;
+                    }
+                }
+                // 找到能容纳且剩余容量最小的
+                for (;index < N; index++) {
+                    if (groups.get(index).getCapacity() >= fileBlock.getSize()
+                            && groups.get(index).getCapacity() < groups.get(selectedIndex).getCapacity()) {
+                        selectedIndex = index;
+                    }
+                }
+                groups.get(selectedIndex).fill(fileBlock);
+            }
+
+        }
+
+        return groups;
+    }
+
+    private void reBalanceGroup(List<Group> groups) {
+        LOG.info("reBalance start");
+        assert (groups != null && groups.size() > 0);
+        // 对某些group内部的文件进行进一步切分
+        /* 1. 选出负载最小和最大的组 */
+        Group groupMinLoad = groups.get(0);
+        Group groupMaxLoad = groups.get(0);
+        for (Group group : groups) {
+            if (group.getFilledLenght() > groupMaxLoad.getFilledLenght()) {
+                groupMaxLoad = group;
+            }
+
+            if (group.getFilledLenght() < groupMinLoad.getFilledLenght()) {
+                groupMinLoad = group;
+            }
+        }
+
+        /* 2. 将 groupMaxLoad 最大文件切分出部分放入 groupMinLoad
+         *     大小为 min{grouMaxLoad.length - mean, mean - groupMinLoad.length} */
+        Long splitLen = Math.min(groupMinLoad.getCapacity(), groupMaxLoad.getOverloadLength());
+        FileBlock splitOutBlock = groupMaxLoad.split(splitLen, this.ossClient, this.bucketName);
+
+        groupMinLoad.fill(splitOutBlock);
+        LOG.info("reBalance end");
+    }
+
+    private Long getTotoalLenOfObjList(List<Pair<String, Long>> objKeySizePares) {
+        Long totalLen = 0L;
+        for (Pair<String, Long> pair : objKeySizePares) {
+            totalLen += (pair.getValue() < 0 ? 1 : pair.getValue());
+        }
+
+        return totalLen;
+    }
+
+    public List<Configuration> getSplitedConfigurations(Configuration originConfiguration, List<Pair<String, Long>> objKeySizePares,
+                                                        int adviceNumber) {
+        List<Configuration> configurationList = new ArrayList<>();
+
+        this.splitGroupNum = adviceNumber;
+        this.avgLen = (long)Math.ceil((double)this.getTotoalLenOfObjList(objKeySizePares) / this.splitGroupNum);
+        this.balanceThreshold = originConfiguration.getDouble(com.alibaba.datax.plugin.reader.ossreader.Key.BALANCE_THRESHOLD, 10.0);
+
+        List<Group> groups = this.splitObjectToGroups(objKeySizePares, this.splitGroupNum);
+
+        // 划分后，各个组间如果长度确实比较近似，则不需要进一步对单个文件进行内部切分，反之，则需要对单个文件进行内部切分以进行进一步的调整
+        if (canSplitSingleFile(originConfiguration)) {
+            // 防止文件内部单行过大，对循环加以限制，理论上最多只需要调整 splitGroupNum 次
+            Integer i = 0;
+            Long timeStart = System.currentTimeMillis();
+            while (i++ < splitGroupNum && ! this.isGroupsBalance(groups)) {
+                this.reBalanceGroup(groups);
+            }
+            Long timeEnd = System.currentTimeMillis();
+            LOG.info("split groups cost {} ms", timeEnd - timeStart);
+        }
+
+        LOG.info("Splited gourps:\n");
+        for (Group group : groups) {
+            LOG.info(group.toString());
+        }
+
+        // 根据Groups划分结果初始化各个分片任务配置
+        for (Group group : groups) {
+            Configuration configuration = originConfiguration.clone();
+            // 根据groups初始化分片
+            List<StartEndPair> startEndPairs = new ArrayList<>();
+            for (FileBlock fileBlock : group.getFileBLocks()) {
+                if (canSplitSingleFile(originConfiguration)) {
+                    startEndPairs.add(new StartEndPair(fileBlock.getStartOffset(), fileBlock.getEndOffset(), fileBlock.getObjName()));
+                } else {
+                    // 如果不支持内部切分，则设置结束位点为-1，直接读取文件全部内容
+                    // 对于软连接文件，这是必要的 30190064
+                    startEndPairs.add(new StartEndPair(fileBlock.getStartOffset(), -1L, fileBlock.getObjName()));
+                }
+            }
+            configuration.set(Key.SPLIT_SLICE_CONFIG, startEndPairs);
+            configurationList.add(configuration);
+        }
+
+        return configurationList;
+    }
+}
+
+class Group {
+    /*
+     * fileBlockList 表示该Group中对应的文件块列表，单个文件块用一个三元组<objectName, start, end> 表示
+     * */
+    private List<FileBlock> fileBLockList;
+    private Long capacity;
+    private Long filledLenght;
+    private static final Logger LOG = LoggerFactory.getLogger(Group.class);
+
+    Group (Long capacity) {
+        this(new ArrayList<>(), capacity);
+    }
+
+    Group (List<FileBlock> fileBLockList, Long capacity) {
+        this.capacity = capacity;
+        this.fileBLockList = fileBLockList;
+        this.filledLenght = 0L;
+        for (FileBlock fileBlock : fileBLockList) {
+            this.filledLenght += fileBlock.getSize();
+            this.capacity -= fileBlock.getSize();
+        }
+    }
+
+    void fill(FileBlock fileBlock) {
+        if (null == fileBlock) {
+            return;
+        }
+        this.fileBLockList.add(fileBlock);
+        this.capacity -= fileBlock.getSize();
+        this.filledLenght += fileBlock.getSize();
+    }
+
+    void take(FileBlock fileBlock) {
+        this.capacity += fileBlock.getSize();
+        this.filledLenght -= fileBlock.getSize();
+        this.fileBLockList.remove(fileBlock);
+    }
+
+    Long getCapacity() {
+        return this.capacity;
+    }
+
+    void setCapacity(Long capacity) {
+        this.capacity = capacity;
+    }
+
+    Long getFilledLenght() {
+        return this.filledLenght;
+    }
+
+    public boolean isEmpty() {
+        return this.fileBLockList.isEmpty();
+    }
+
+    public boolean isFull() {
+        return this.capacity <= 0;
+    }
+
+    List<FileBlock> getFileBLocks() {
+        return this.fileBLockList;
+    }
+
+    private Integer getBiggestFileBlock() {
+        Integer index = 0;
+        Long maxSize = -1L;
+        for (int i = 0; i < this.fileBLockList.size(); i++) {
+            if (this.fileBLockList.get(index).getSize() > maxSize) {
+                index = i;
+            }
+        }
+        return index;
+    }
+
+    /*
+     * 对Group进行切分，切分逻辑为：对最大block进行切分，前splitLen个字节作为一个新块
+     * */
+    FileBlock split(Long splitLen, OSSClient ossClient, String ossBucketName) {
+        Integer bigBlockIndex = this.getBiggestFileBlock();
+        FileBlock bigBlock = this.fileBLockList.get(bigBlockIndex);
+        // 如果最大块的不足 10MB，则不进行内部切分直接返回
+        if (bigBlock.getSize() <= OssSplitUtil.SINGLE_FILE_SPLIT_THRESHOLD_IN_SIZE) {
+            return null;
+        }
+
+        FileBlock outBlock;
+        FileBlock remainBlock;
+
+        this.take(bigBlock);
+
+        // 如果splitLen 大于 最大块的长度, 则直接把最大块切分出去
+        if (splitLen >= bigBlock.getSize()) {
+            outBlock = new FileBlock(bigBlock);
+        } else {
+            Long originalEnd = bigBlock.getEndOffset();
+            outBlock = new FileBlock(bigBlock.getObjName(), bigBlock.getStartOffset(), bigBlock.getStartOffset() + splitLen - 1);
+
+            // 校准第一个block的结束位点，即往后推到第一个换行符
+            InputStream inputStream = new OssInputStream(ossClient, ossBucketName, outBlock.getObjName(), outBlock.getEndOffset(), originalEnd);
+            Long endForward = this.getLFIndex(inputStream);
+            outBlock.setEndOffset(outBlock.getEndOffset() + endForward);
+
+            // outblock取的是前边部分record，切分除去后，剩余部分可能为空，这时候不生成remainBlock，确保有剩余（outBlock.end > originEnd)时再生成remainBlock.
+            if (outBlock.getEndOffset() < originalEnd) {
+                remainBlock = new FileBlock(bigBlock.getObjName(), outBlock.getEndOffset() + 1, originalEnd);
+                this.fill(remainBlock);
+            }
+        }
+
+        return outBlock;
+    }
+
+    Long getOverloadLength() {
+        return Math.max(0, -this.capacity);
+    }
+
+    /**
+     * 获取到输入流开始的第一个'\n'偏移量
+     *
+     * @param inputStream
+     *            输入流
+     * @return
+     */
+    public Long getLFIndex(InputStream inputStream) {
+        Long hasReadByteIndex = -1L;
+        int ch = 0;
+        while (ch != -1) {
+            try {
+                ch = inputStream.read();
+            } catch (IOException e) {
+                throw DataXException.asDataXException(UnstructuredStorageReaderErrorCode.READ_FILE_IO_ERROR,
+                        String.format("inputstream read Byte has exception: %s", e.getMessage()), e);
+            }
+            hasReadByteIndex++;
+
+            if (ch == '\n') {
+                return hasReadByteIndex;
+            }
+        }
+        return -1L;
+    }
+
+    public String toString() {
+        JSONArray fbList = new JSONArray();
+        int index = 0;
+        for (FileBlock fb : this.fileBLockList) {
+            JSONObject jsonObject = new JSONObject();
+            jsonObject.put(String.format("block[%d]", index++), fb.toString());
+            fbList.add(jsonObject);
+        }
+        return fbList.toString();
+    }
+}
+
+class FileBlock {
+    private String objName;
+    private Long startOffset;
+    private Long endOffset;
+    private Long size;
+
+    FileBlock(String objName, Long startOffset, Long endOffset) {
+        assert (StringUtils.isNotBlank(objName) && startOffset >= 0 );
+        assert (endOffset == -1 || startOffset <= endOffset);
+
+        this.objName = objName;
+        this.startOffset = startOffset;
+        // endOffset < 0 的情况下，统一设置为-1，size 设置为0
+        this.endOffset = endOffset < 0 ? -1 : endOffset;
+        this.size = endOffset < 0 ? 1 : this.endOffset - this.startOffset + 1;
+    }
+
+    public FileBlock(String objName) {
+        this(objName, 0L, -1L);
+    }
+
+    public FileBlock(String objName, Pair<Long, Long> starEndPair) {
+        this(objName, starEndPair.getKey(), starEndPair.getValue());
+    }
+
+    public FileBlock(FileBlock fileBlock) {
+        assert (fileBlock != null);
+        this.objName = fileBlock.objName;
+        this.startOffset = fileBlock.startOffset;
+        this.endOffset = fileBlock.endOffset;
+        this.size = fileBlock.size;
+    }
+
+    Long getSize() {
+        return this.size;
+    }
+
+    Long getStartOffset() {
+        return this.startOffset;
+    }
+
+    void setStartOffset(Long startOffset) {
+        Long deltaSize = this.startOffset - startOffset;
+        this.startOffset = startOffset;
+        this.size += deltaSize;
+    }
+
+    Long getEndOffset() {
+        return this.endOffset;
+    }
+
+    void setEndOffset(Long endOffset) {
+        Long deltaSize = endOffset - this.endOffset;
+        this.endOffset = endOffset;
+        //size随之调整
+        this.size += deltaSize;
+    }
+
+    String getObjName() {
+        return this.objName;
+    }
+
+    public String toString() {
+        return String.format("<%s,%d,%d>", this.objName, this.startOffset, this.endOffset);
+    }
+}
diff --git a/osswriter/pom.xml b/osswriter/pom.xml
index 90d84c10..ac4029e0 100644
--- a/osswriter/pom.xml
+++ b/osswriter/pom.xml
@@ -10,6 +10,17 @@
 	<name>osswriter</name>
 	<packaging>jar</packaging>
 	<dependencies>
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-api</artifactId>
+            <version>2.17.1</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-core</artifactId>
+            <version>2.17.1</version>
+        </dependency>
 		<dependency>
 			<groupId>com.alibaba.datax</groupId>
 			<artifactId>datax-common</artifactId>
@@ -44,6 +55,60 @@
 			<artifactId>aliyun-sdk-oss</artifactId>
 			<version>2.2.3</version>
 		</dependency>
+
+		<!-- Parquet -->
+		<dependency>
+			<groupId>org.apache.parquet</groupId>
+			<artifactId>parquet-column</artifactId>
+			<version>1.8.1</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.parquet</groupId>
+			<artifactId>parquet-avro</artifactId>
+			<version>1.8.1</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.parquet</groupId>
+			<artifactId>parquet-common</artifactId>
+			<version>1.8.1</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.parquet</groupId>
+			<artifactId>parquet-format</artifactId>
+			<version>2.3.1</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.parquet</groupId>
+			<artifactId>parquet-jackson</artifactId>
+			<version>1.8.1</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.parquet</groupId>
+			<artifactId>parquet-encoding</artifactId>
+			<version>1.8.1</version>
+		</dependency>
+		<dependency>
+			<groupId>org.apache.parquet</groupId>
+			<artifactId>parquet-hadoop</artifactId>
+			<version>1.8.1</version>
+		</dependency>
+		<dependency>
+			<groupId>com.twitter</groupId>
+			<artifactId>parquet-hadoop-bundle</artifactId>
+			<version>1.6.0</version>
+		</dependency>
+		<dependency>
+			<groupId>com.alibaba.datax</groupId>
+			<artifactId>hdfswriter</artifactId>
+			<version>0.0.1-SNAPSHOT</version>
+			<scope>compile</scope>
+		</dependency>
+		<dependency>
+			<groupId>com.alibaba.datax</groupId>
+			<artifactId>datax-core</artifactId>
+			<version>0.0.1-SNAPSHOT</version>
+			<scope>compile</scope>
+		</dependency>
 	</dependencies>
 
 	<build>
@@ -77,4 +142,4 @@
 			</plugin>
 		</plugins>
 	</build>
-</project>
\ No newline at end of file
+</project>
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/Constant.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/Constant.java
index 5bf2eb46..b5c7110b 100644
--- a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/Constant.java
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/Constant.java
@@ -6,4 +6,11 @@ package com.alibaba.datax.plugin.writer.osswriter;
 public class Constant {
     public static final String OBJECT = "object";
     public static final int SOCKETTIMEOUT = 5000000;
+    public static final String DEFAULT_NULL_FORMAT = "null";
+
+    /**
+     * 每一个上传的Part都有一个标识它的号码（part number，范围是1-10000）
+     * https://help.aliyun.com/document_detail/31993.html
+     */
+    public static final int MAX_BLOCK_SIZE = 10000;
 }
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/Key.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/Key.java
index b922f59c..8ce263b0 100644
--- a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/Key.java
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/Key.java
@@ -16,4 +16,55 @@ public class Key {
     
     public static final String CNAME = "cname";
 
+    public static final String PARTITION = "partition";
+
+    /**
+     * encrypt: 是否需要将数据在oss上加密存储
+     */
+    public static final String ENCRYPT = "encrypt";
+
+    public static final String BLOCK_SIZE_IN_MB = "blockSizeInMB";
+
+    public static final String OSS_CONFIG = "oss";
+    public static final String POSTGRESQL_CONFIG = "postgresql";
+
+    public static final String PROXY_HOST = "proxyHost";
+
+    public static final String PROXY_PORT = "proxyPort";
+
+    public static final String PROXY_USERNAME = "proxyUsername";
+
+    public static final String PROXY_PASSWORD = "proxyPassword";
+
+    public static final String PROXY_DOMAIN = "proxyDomain";
+
+    public static final String PROXY_WORKSTATION = "proxyWorkstation";
+
+    public static final String HDOOP_CONFIG = "hadoopConfig";
+
+    public static final String FS_OSS_ACCESSID = "fs.oss.accessKeyId";
+
+    public static final String FS_OSS_ACCESSKEY = "fs.oss.accessKeySecret";
+
+    public static final String FS_OSS_ENDPOINT = "fs.oss.endpoint";
+    /**
+     * 多个task是否写单个object文件：
+     * false 多个task写多个object（默认是false, 保持向前兼容）
+     * true 多个task写单个object
+     */
+    public static final String WRITE_SINGLE_OBJECT = "writeSingleObject";
+
+    public static final String UPLOAD_ID = "uploadId";
+
+    /**
+     * Only for parquet or orc fileType
+     */
+    public static final String PATH = "path";
+    /**
+     * Only for parquet or orc fileType
+     */
+    public static final String FILE_NAME = "fileName";
+
+    public static final String GENERATE_EMPTY_FILE = "generateEmptyFile";
+
 }
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssSingleObject.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssSingleObject.java
new file mode 100644
index 00000000..415cf39c
--- /dev/null
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssSingleObject.java
@@ -0,0 +1,78 @@
+package com.alibaba.datax.plugin.writer.osswriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.aliyun.oss.model.PartETag;
+import org.apache.commons.lang3.ArrayUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+import java.util.concurrent.atomic.AtomicInteger;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 16:30
+ */
+public class OssSingleObject {
+    private static Logger logger = LoggerFactory.getLogger(OssSingleObject.class);
+
+    /**
+     * 一个uploadId即一个oss对象
+     */
+    public static String uploadId;
+
+    /**
+     * 将最后一个未提交的block全部缓存到lastBlockBuffer中
+     */
+    private static byte[] lastBlockBuffer;
+
+    /**
+     * 当前part number
+     */
+    public static AtomicInteger currentPartNumber = new AtomicInteger(1);
+
+    /**
+     * 所有已经提交的block
+     * 注：allPartETags是线程安全的list
+     */
+    public static List<PartETag> allPartETags = Collections.synchronizedList(new ArrayList());
+
+    /**
+     * 将每个task最后未upload的block加入到lastBlockBuffer，</pr>
+     * 如果lastBlockBuffer的大小已经超过blockSizeInByte，则需要upload一次, 防止task过多导致lastBlockBuffer暴增OOM
+     *
+     * @param lastBlock
+     * @param ossWriterProxy
+     * @param blockSizeInByte
+     * @param object
+     */
+    public synchronized static void addLastBlockBuffer(byte[] lastBlock,
+                                                       OssWriterProxy ossWriterProxy,
+                                                       long blockSizeInByte,
+                                                       String object, OssWriterProxy.HeaderProvider headerProvider) {
+        lastBlockBuffer = ArrayUtils.addAll(lastBlockBuffer, lastBlock);
+        //lastBlockBuffer大小超过blockSizeInByte则需要upload part
+        if (lastBlockBuffer != null && lastBlockBuffer.length >= blockSizeInByte) {
+            logger.info("write last block buffer part size [{}] to object [{}], all has uploaded part size:{}, current part number:{}, uploadId:{}",
+                    lastBlockBuffer.length, object, allPartETags.size(), currentPartNumber.intValue(), uploadId);
+            try {
+                ossWriterProxy.uploadOnePartForSingleObject(lastBlockBuffer, uploadId, allPartETags, object, headerProvider);
+            } catch (Exception e) {
+                logger.error("upload part error: {}", e.getMessage(), e);
+                throw DataXException.asDataXException(e.getMessage());
+            }
+            //currentPartNumber自增
+            currentPartNumber.incrementAndGet();
+            //清空lastBlockBuffer
+            lastBlockBuffer = null;
+        }
+
+    }
+
+    public static byte[] getLastBlockBuffer() {
+        return lastBlockBuffer;
+    }
+
+}
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriter.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriter.java
index 90a34ad7..a8aec0e6 100644
--- a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriter.java
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriter.java
@@ -1,18 +1,21 @@
 package com.alibaba.datax.plugin.writer.osswriter;
 
-import java.io.ByteArrayInputStream;
-import java.io.IOException;
-import java.io.InputStream;
-import java.io.StringWriter;
+import java.io.*;
 import java.text.DateFormat;
 import java.text.SimpleDateFormat;
-import java.util.ArrayList;
-import java.util.HashSet;
-import java.util.List;
-import java.util.Set;
-import java.util.UUID;
+import java.util.*;
 import java.util.concurrent.Callable;
 
+import com.alibaba.datax.common.element.BytesColumn;
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.util.RangeSplitUtil;
+import com.alibaba.datax.plugin.unstructuredstorage.FileFormat;
+import com.alibaba.datax.plugin.unstructuredstorage.writer.binaryFileUtil.BinaryFileWriterUtil;
+import com.alibaba.datax.plugin.writer.hdfswriter.HdfsWriter;
+import com.alibaba.datax.plugin.writer.osswriter.util.HandlerUtil;
+import com.alibaba.datax.plugin.writer.osswriter.util.HdfsParquetUtil;
+import com.alibaba.fastjson.JSON;
+import com.aliyun.oss.model.*;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
@@ -31,50 +34,121 @@ import com.alibaba.datax.plugin.writer.osswriter.util.OssUtil;
 import com.aliyun.oss.ClientException;
 import com.aliyun.oss.OSSClient;
 import com.aliyun.oss.OSSException;
-import com.aliyun.oss.model.CompleteMultipartUploadRequest;
-import com.aliyun.oss.model.CompleteMultipartUploadResult;
-import com.aliyun.oss.model.InitiateMultipartUploadRequest;
-import com.aliyun.oss.model.InitiateMultipartUploadResult;
-import com.aliyun.oss.model.OSSObjectSummary;
-import com.aliyun.oss.model.ObjectListing;
-import com.aliyun.oss.model.PartETag;
-import com.aliyun.oss.model.UploadPartRequest;
-import com.aliyun.oss.model.UploadPartResult;
+
+import static com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.*;
 
 /**
  * Created by haiwei.luo on 15-02-09.
  */
 public class OssWriter extends Writer {
+
+    public static int parseParentPathLength(List<String> path) {
+        if (path == null || path.size() != 1) {
+            throw DataXException.asDataXException(
+                    OssWriterErrorCode.CONFIG_INVALID_EXCEPTION, String.format("only support configure one path in binary copy mode, your config: %s", JSON.toJSONString(path)));
+        }
+        String eachPath = path.get(0);
+        int endMark;
+        for (endMark = 0; endMark < eachPath.length(); endMark++) {
+            if ('*' != eachPath.charAt(endMark) && '?' != eachPath.charAt(endMark)) {
+                continue;
+            } else {
+                break;
+            }
+        }
+
+        int lastDirSeparator = eachPath.lastIndexOf(IOUtils.DIR_SEPARATOR) + 1;
+        if (endMark < eachPath.length()) {
+            lastDirSeparator = eachPath.substring(0, endMark).lastIndexOf(IOUtils.DIR_SEPARATOR) + 1;
+        }
+        return lastDirSeparator;
+    }
+
     public static class Job extends Writer.Job {
         private static final Logger LOG = LoggerFactory.getLogger(Job.class);
 
         private Configuration writerSliceConfig = null;
         private OSSClient ossClient = null;
 
+        private Configuration peerPluginJobConf;
+        private Boolean isBinaryFile;
+        private String objectDir;
+        private String syncMode;
+        private String fileFormat;
+        private String encoding;
+        private HdfsWriter.Job hdfsWriterJob;
+        private boolean useHdfsWriterProxy = false;
+        private boolean writeSingleObject;
+        private OssWriterProxy ossWriterProxy;
+        private String bucket;
+        private String object;
+        private List<String> header;
+
+        @Override
+        public void preHandler(Configuration jobConfiguration) {
+            HandlerUtil.preHandler(jobConfiguration);
+        }
+
         @Override
         public void init() {
             this.writerSliceConfig = this.getPluginJobConf();
+            this.basicValidateParameter();
+            this.fileFormat = this.writerSliceConfig.getString(
+                    com.alibaba.datax.plugin.unstructuredstorage.writer.Key.FILE_FORMAT,
+                    com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.FILE_FORMAT_TEXT);
+            this.encoding = this.writerSliceConfig.getString(
+                    com.alibaba.datax.plugin.unstructuredstorage.writer.Key.ENCODING,
+                    com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.DEFAULT_ENCODING);
+            this.useHdfsWriterProxy  = HdfsParquetUtil.isUseHdfsWriterProxy(this.fileFormat);
+            if(useHdfsWriterProxy){
+                this.hdfsWriterJob = new HdfsWriter.Job();
+                HdfsParquetUtil.adaptConfiguration(this.hdfsWriterJob, this.writerSliceConfig);
+
+                this.hdfsWriterJob.setJobPluginCollector(this.getJobPluginCollector());
+                this.hdfsWriterJob.setPeerPluginJobConf(this.getPeerPluginJobConf());
+                this.hdfsWriterJob.setPeerPluginName(this.getPeerPluginName());
+                this.hdfsWriterJob.setPluginJobConf(this.getPluginJobConf());
+                this.hdfsWriterJob.init();
+                return;
+            }
+            this.peerPluginJobConf = this.getPeerPluginJobConf();
+            this.isBinaryFile = FileFormat.getFileFormatByConfiguration(this.peerPluginJobConf).isBinary();
+            this.syncMode = this.writerSliceConfig
+                    .getString(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.SYNC_MODE, "");
+            this.writeSingleObject = this.writerSliceConfig.getBool(Key.WRITE_SINGLE_OBJECT, false);
+            this.header = this.writerSliceConfig
+                    .getList(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.HEADER, null, String.class);
             this.validateParameter();
             this.ossClient = OssUtil.initOssClient(this.writerSliceConfig);
+            this.ossWriterProxy = new OssWriterProxy(this.writerSliceConfig, this.ossClient);
+        }
+
+        private void basicValidateParameter(){
+            this.writerSliceConfig.getNecessaryValue(Key.ENDPOINT, OssWriterErrorCode.REQUIRED_VALUE);
+            this.writerSliceConfig.getNecessaryValue(Key.ACCESSID, OssWriterErrorCode.REQUIRED_VALUE);
+            this.writerSliceConfig.getNecessaryValue(Key.ACCESSKEY, OssWriterErrorCode.REQUIRED_VALUE);
+            this.writerSliceConfig.getNecessaryValue(Key.BUCKET, OssWriterErrorCode.REQUIRED_VALUE);
         }
 
         private void validateParameter() {
-            this.writerSliceConfig.getNecessaryValue(Key.ENDPOINT,
-                    OssWriterErrorCode.REQUIRED_VALUE);
-            this.writerSliceConfig.getNecessaryValue(Key.ACCESSID,
-                    OssWriterErrorCode.REQUIRED_VALUE);
-            this.writerSliceConfig.getNecessaryValue(Key.ACCESSKEY,
-                    OssWriterErrorCode.REQUIRED_VALUE);
-            this.writerSliceConfig.getNecessaryValue(Key.BUCKET,
-                    OssWriterErrorCode.REQUIRED_VALUE);
-            this.writerSliceConfig.getNecessaryValue(Key.OBJECT,
-                    OssWriterErrorCode.REQUIRED_VALUE);
+            this.writerSliceConfig.getBool(Key.ENCRYPT);
+
+            if (this.isBinaryFile){
+                BinaryFileWriterUtil.validateParameter(this.writerSliceConfig);
+                return;
+            }
+
+            if (!this.isPeer2PeerCopyMode()) {
+                // 非对等拷贝模式下必选
+                this.writerSliceConfig.getNecessaryValue(Key.OBJECT,
+                        OssWriterErrorCode.REQUIRED_VALUE);
+            }
+
             // warn: do not support compress!!
             String compress = this.writerSliceConfig
                     .getString(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.COMPRESS);
             if (StringUtils.isNotBlank(compress)) {
-                String errorMessage = String.format(
-                        "OSS写暂时不支持压缩, 该压缩配置项[%s]不起效用", compress);
+                String errorMessage = String.format("OSS writes do not support compression for the moment. The compressed item %s does not work", compress);
                 LOG.error(errorMessage);
                 throw DataXException.asDataXException(
                         OssWriterErrorCode.ILLEGAL_VALUE, errorMessage);
@@ -82,107 +156,376 @@ public class OssWriter extends Writer {
             }
             UnstructuredStorageWriterUtil
                     .validateParameter(this.writerSliceConfig);
-
+            LOG.info("writeSingleObject is: {}", this.writeSingleObject);
         }
 
         @Override
         public void prepare() {
             LOG.info("begin do prepare...");
-            String bucket = this.writerSliceConfig.getString(Key.BUCKET);
-            String object = this.writerSliceConfig.getString(Key.OBJECT);
+            if(useHdfsWriterProxy){
+                this.hdfsWriterJob.prepare();
+                return;
+            }
+            this.bucket = this.writerSliceConfig.getString(Key.BUCKET);
+            this.object = this.writerSliceConfig.getString(Key.OBJECT);
             String writeMode = this.writerSliceConfig
                     .getString(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.WRITE_MODE);
-            // warn: bucket is not exists, create it
-            try {
-                // warn: do not create bucket for user
-                if (!this.ossClient.doesBucketExist(bucket)) {
-                    // this.ossClient.createBucket(bucket);
-                    String errorMessage = String.format(
-                            "您配置的bucket [%s] 不存在, 请您确认您的配置项.", bucket);
-                    LOG.error(errorMessage);
-                    throw DataXException.asDataXException(
-                            OssWriterErrorCode.ILLEGAL_VALUE, errorMessage);
-                }
-                LOG.info(String.format("access control details [%s].",
-                        this.ossClient.getBucketAcl(bucket).toString()));
+            List<String> sourceFileName = this.peerPluginJobConf.getList(SOURCE_FILE_NAME, new ArrayList<String>(),
+                    String.class);
+            this.objectDir = this.getObjectDir(object);
 
-                // truncate option handler
-                if ("truncate".equals(writeMode)) {
-                    LOG.info(String
-                            .format("由于您配置了writeMode truncate, 开始清理 [%s] 下面以 [%s] 开头的Object",
-                                    bucket, object));
-                    // warn: 默认情况下，如果Bucket中的Object数量大于100，则只会返回100个Object
-                    while (true) {
-                        ObjectListing listing = null;
-                        LOG.info("list objects with listObject(bucket, object)");
-                        listing = this.ossClient.listObjects(bucket, object);
-                        List<OSSObjectSummary> objectSummarys = listing
-                                .getObjectSummaries();
-                        for (OSSObjectSummary objectSummary : objectSummarys) {
-                            LOG.info(String.format("delete oss object [%s].",
-                                    objectSummary.getKey()));
-                            this.ossClient.deleteObject(bucket,
-                                    objectSummary.getKey());
-                        }
-                        if (objectSummarys.isEmpty()) {
-                            break;
+            // 对等拷贝模式下将源头获取的文件列表在目的端删除
+            if (this.isPeer2PeerCopyMode()) {
+                String fullObjectName = null;
+                String truncateMode = this.writerSliceConfig.getString("truncateMode", "objectMatch");
+                // 前缀删除模式
+                if ("prefix".equalsIgnoreCase(truncateMode)) {
+                    BinaryFileWriterUtil.checkFileNameIfRepeatedThrowException(sourceFileName);
+                    if (TRUNCATE.equals(writeMode)) {
+                        LOG.info("You have configured [writeMode] [truncate], so the system will start to clear the objects starting with [{}] under [{}]. ", bucket, object);
+                        // warn: 默认情况下，如果Bucket中的Object数量大于100，则只会返回100个Object
+                        while (true) {
+                            ObjectListing listing = null;
+                            LOG.info("list objects with listObject(bucket, object)");
+                            listing = this.ossClient.listObjects(bucket, object);
+                            List<OSSObjectSummary> objectSummarys = listing
+                                    .getObjectSummaries();
+                            if (objectSummarys.isEmpty()) {
+                                break;
+                            }
+                            List<String> objects2Delete = new ArrayList<String>();
+                            for (OSSObjectSummary objectSummary : objectSummarys) {
+                                objects2Delete.add(objectSummary.getKey());
+                            }
+                            LOG.info(String.format("[prefix truncate mode]delete oss object [%s].", JSON.toJSONString(objects2Delete)));
+                            DeleteObjectsRequest deleteRequest = new DeleteObjectsRequest(bucket);
+                            deleteRequest.setKeys(objects2Delete);
+                            deleteRequest.setQuiet(true);// 简单模式
+                            DeleteObjectsResult deleteResult = this.ossClient.deleteObjects(deleteRequest);
+                            assert deleteResult.getDeletedObjects().isEmpty();
+                            LOG.warn("OSS request id:{}, objects delete failed:{}", deleteResult.getRequestId(),
+                                    JSON.toJSONString(deleteResult.getDeletedObjects()));
                         }
+
+                    }else {
+                        throw DataXException.asDataXException(OssWriterErrorCode.ILLEGAL_VALUE,
+                                "only support truncate writeMode in copy sync mode.");
                     }
-                } else if ("append".equals(writeMode)) {
-                    LOG.info(String
-                            .format("由于您配置了writeMode append, 写入前不做清理工作, 数据写入Bucket [%s] 下, 写入相应Object的前缀为  [%s]",
-                                    bucket, object));
-                } else if ("nonConflict".equals(writeMode)) {
-                    LOG.info(String
-                            .format("由于您配置了writeMode nonConflict, 开始检查Bucket [%s] 下面以 [%s] 命名开头的Object",
-                                    bucket, object));
-                    ObjectListing listing = this.ossClient.listObjects(bucket,
-                            object);
-                    if (0 < listing.getObjectSummaries().size()) {
-                        StringBuilder objectKeys = new StringBuilder();
-                        objectKeys.append("[ ");
-                        for (OSSObjectSummary ossObjectSummary : listing
-                                .getObjectSummaries()) {
-                            objectKeys.append(ossObjectSummary.getKey() + " ,");
+                } else {
+                    if (TRUNCATE.equals(writeMode)) {
+                        sourceFileName = this.peerPluginJobConf.getList(com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.SOURCE_FILE, new ArrayList<String>(),
+                                String.class);
+                        List<String> readerPath =  this.peerPluginJobConf.getList(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.PATH, new ArrayList<String>(),
+                                String.class);
+                        int parentPathLength = OssWriter.parseParentPathLength(readerPath);
+                        this.writerSliceConfig.set("__parentPathLength", parentPathLength);
+                        BinaryFileWriterUtil.checkFileNameIfRepeatedThrowException(sourceFileName);
+
+                        // 原样文件名删除模式
+                        int splitCount = sourceFileName.size() / 1000 + 1;
+                        List<List<String>> splitResult = RangeSplitUtil.doListSplit(sourceFileName, splitCount);
+                        for (List<String> eachSlice : splitResult) {
+                            assert eachSlice.size() <= 1000;
+                            if (eachSlice.isEmpty()) {
+                                continue;
+                            }
+                            List<String> ossObjFullPath = new ArrayList<String>();
+                            for (String eachObj : eachSlice) {
+                                fullObjectName = String.format("%s%s", objectDir, eachObj.substring(parentPathLength, eachObj.length()));
+                                ossObjFullPath.add(fullObjectName);
+                            }
+                            LOG.info(String.format("[origin object name truncate mode]delete oss object [%s].", JSON.toJSONString(ossObjFullPath)));
+                            DeleteObjectsRequest deleteRequest = new DeleteObjectsRequest(bucket);
+                            deleteRequest.setKeys(ossObjFullPath);
+                            deleteRequest.setQuiet(true);// 简单模式
+                            DeleteObjectsResult deleteResult = this.ossClient.deleteObjects(deleteRequest);
+                            assert deleteResult.getDeletedObjects().isEmpty();
+                            LOG.warn("OSS request id:{}, objects delete failed:{}", deleteResult.getRequestId(),
+                                    JSON.toJSONString(deleteResult.getDeletedObjects()));
                         }
-                        objectKeys.append(" ]");
-                        LOG.info(String.format(
-                                "object with prefix [%s] details: %s", object,
-                                objectKeys.toString()));
-                        throw DataXException
-                                .asDataXException(
-                                        OssWriterErrorCode.ILLEGAL_VALUE,
-                                        String.format(
-                                                "您配置的Bucket: [%s] 下面存在其Object有前缀 [%s].",
-                                                bucket, object));
+                    } else {
+                        throw DataXException.asDataXException(OssWriterErrorCode.ILLEGAL_VALUE,
+                                "only support truncate writeMode in copy sync mode.");
                     }
                 }
-            } catch (OSSException e) {
-                throw DataXException.asDataXException(
-                        OssWriterErrorCode.OSS_COMM_ERROR, e.getMessage());
-            } catch (ClientException e) {
-                throw DataXException.asDataXException(
-                        OssWriterErrorCode.OSS_COMM_ERROR, e.getMessage());
+                return;
+            } else {
+                // warn: 源头表不是半结构化或者不是对等copy模式时走前缀删除策略
+                // warn: bucket is not exists, create it
+                try {
+                    // warn: do not create bucket for user
+                    if (!this.ossClient.doesBucketExist(bucket)) {
+                        // this.ossClient.createBucket(bucket);
+                        String errorMessage = String.format("The [bucket]: %s you configured does not exist. Please confirm your configuration items. ", bucket);
+                        LOG.error(errorMessage);
+                        throw DataXException.asDataXException(
+                                OssWriterErrorCode.ILLEGAL_VALUE, errorMessage);
+                    }
+                    LOG.info(String.format("access control details [%s].",
+                            this.ossClient.getBucketAcl(bucket).toString()));
+
+                    if (writeSingleObject) {
+                        doPrepareForSingleObject(bucket, object, writeMode);
+                    } else {
+                        doPrepareForMutliObject(bucket, object, writeMode);
+                    }
+                } catch (OSSException e) {
+                    throw DataXException.asDataXException(
+                            OssWriterErrorCode.OSS_COMM_ERROR, e.getMessage(), e);
+                } catch (ClientException e) {
+                    throw DataXException.asDataXException(
+                            OssWriterErrorCode.OSS_COMM_ERROR, e.getMessage(), e);
+                }
+            }
+        }
+
+        /**
+         * 执行多个task写单个object prepare逻辑
+         *
+         * @param bucket
+         * @param object
+         * @param writeMode
+         */
+        private void doPrepareForSingleObject(String bucket, String object, String writeMode) {
+            boolean doesObjectExist = this.ossClient.doesObjectExist(bucket, object);
+            LOG.info("does object [{}] exist in bucket {} : {}", object, bucket, doesObjectExist);
+            if (TRUNCATE.equals(writeMode)) {
+                LOG.info("Because you have configured writeMode truncate, and writeSingleObject is true, start cleaning up the duplicate object [{}] under [{}]", bucket, object);
+                if (doesObjectExist) {
+                    LOG.info("object [{}] has exist in bucket, delete it!", object, bucket);
+                    this.ossClient.deleteObject(bucket, object);
+                }
+            } else if (APPEND.equals(writeMode)) {
+                throw DataXException
+                        .asDataXException(
+                                OssWriterErrorCode.ILLEGAL_VALUE,
+                                "Illegal value");
+            } else if (NOCONFLICT.equals(writeMode)) {
+                LOG.info("Because you have configured writeMode nonConflict, and writeSingleObject is true, start checking bucket [{}] under the same name object [{}]", bucket, object);
+                if (doesObjectExist) {
+                    throw DataXException
+                            .asDataXException(
+                                    OssWriterErrorCode.ILLEGAL_VALUE,
+                                    String.format("Buffet you configured: %s There is a duplicate name of Object %s", bucket, object));
+                }
+            }
+        }
+
+        /**
+         * 执行多个task写多个object的prepare逻辑，这个是osswriter已有的逻辑，需要保持向前兼容性
+         *
+         * @param bucket
+         * @param object
+         * @param writeMode
+         */
+        private void doPrepareForMutliObject(String bucket, String object, String writeMode) {
+            // truncate option handler
+            if (TRUNCATE.equals(writeMode)) {
+                LOG.info("You have configured [writeMode] [truncate], so the system will start to clear the objects starting with [{}] under [{}]. ", bucket, object);
+                // warn: 默认情况下，如果Bucket中的Object数量大于100，则只会返回100个Object
+                while (true) {
+                    ObjectListing listing = null;
+                    LOG.info("list objects with listObject(bucket, object)");
+                    listing = this.ossClient.listObjects(bucket, object);
+                    List<OSSObjectSummary> objectSummarys = listing
+                            .getObjectSummaries();
+                    for (OSSObjectSummary objectSummary : objectSummarys) {
+                        LOG.info(String.format("delete oss object [%s].",
+                                objectSummary.getKey()));
+                        this.ossClient.deleteObject(bucket,
+                                objectSummary.getKey());
+                    }
+                    if (objectSummarys.isEmpty()) {
+                        break;
+                    }
+                }
+            } else if (APPEND.equals(writeMode)) {
+                LOG.info("You have configured [writeMode] [append], so the system won\\u2019t perform the clearing before writing. Data is written to objects with the name prefix of [{}] under the bucket: [{}]. ", bucket, object);
+            } else if (NOCONFLICT.equals(writeMode)) {
+                LOG.info("You have configured [writeMode] [nonConflict], so the system will start to check objects whose names start with [{}] under the bucket: [{}]. ", bucket, object);
+                ObjectListing listing = this.ossClient.listObjects(bucket,
+                        object);
+                if (0 < listing.getObjectSummaries().size()) {
+                    StringBuilder objectKeys = new StringBuilder();
+                    objectKeys.append("[ ");
+                    for (OSSObjectSummary ossObjectSummary : listing
+                            .getObjectSummaries()) {
+                        objectKeys.append(ossObjectSummary.getKey() + " ,");
+                    }
+                    objectKeys.append(" ]");
+                    LOG.info(String.format(
+                            "object with prefix [%s] details: %s", object,
+                            objectKeys.toString()));
+                    throw DataXException
+                            .asDataXException(
+                                    OssWriterErrorCode.ILLEGAL_VALUE,
+                                    String.format("The [bucket] you configured: %s contains objects with the name prefix of %s.", bucket, object));
+                }
             }
         }
 
         @Override
         public void post() {
+            if(useHdfsWriterProxy){
+                this.hdfsWriterJob.post();
+                return;
+            }
+            if (this.writeSingleObject) {
+                try {
+                    /**1. 合并上传最后一个block*/
+                    LOG.info("Has upload part size: {}", OssSingleObject.allPartETags.size());
+                    if (OssSingleObject.getLastBlockBuffer() != null && OssSingleObject.getLastBlockBuffer().length != 0) {
+                        byte[] byteBuffer = OssSingleObject.getLastBlockBuffer();
+                        LOG.info("post writer single object last merge block size is : {}", byteBuffer.length);
+                        this.ossWriterProxy.uploadOnePartForSingleObject(byteBuffer, OssSingleObject.uploadId,
+                                OssSingleObject.allPartETags, this.object, this::getHeaderBytes);
+                    }
 
+                    if (OssSingleObject.allPartETags.size() == 0) {
+                        LOG.warn("allPartETags size is 0, there is no part of data need to be complete uploaded, "
+                                + "skip complete multipart upload!");
+                        this.ossWriterProxy.abortMultipartUpload(this.object,OssSingleObject.uploadId);
+                        return;
+                    }
+
+                    /**2. 完成complete upload */
+                    LOG.info("begin complete multi part upload, bucket:{}, object:{}, uploadId:{}, all has upload part size:{}",
+                            this.bucket, this.object, OssSingleObject.uploadId, OssSingleObject.allPartETags.size());
+                    orderPartETages(OssSingleObject.allPartETags);
+                    CompleteMultipartUploadRequest completeMultipartUploadRequest = new CompleteMultipartUploadRequest(
+                            this.bucket, this.object, OssSingleObject.uploadId, OssSingleObject.allPartETags);
+                    CompleteMultipartUploadResult completeMultipartUploadResult = this.ossWriterProxy.completeMultipartUpload(completeMultipartUploadRequest);
+                    LOG.info(String.format("post final object etag is:[%s]", completeMultipartUploadResult.getETag()));
+                } catch (Exception e) {
+                    LOG.error("osswriter post error: {}", e.getMessage(), e);
+                    throw DataXException.asDataXException(e.getMessage());
+                }
+            }
+        }
+
+        private byte[] getHeaderBytes() throws IOException {
+            if (null != this.header && !this.header.isEmpty()) {
+                // write header to writer
+                try (StringWriter sw = new StringWriter();
+                     UnstructuredWriter headerWriter = UnstructuredStorageWriterUtil.
+                             produceUnstructuredWriter(this.fileFormat, this.writerSliceConfig, sw)) {
+                    headerWriter.writeOneRecord(this.header);
+                    return sw.toString().getBytes(this.encoding);
+                }
+            }
+            return new byte[0];
+        }
+
+        /**
+         * 对allPartETags做递增排序
+         *
+         * @param allPartETags
+         * @return
+         */
+        private void orderPartETages(List<PartETag> allPartETags) {
+            Collections.sort(allPartETags, new Comparator<PartETag>() {
+                @Override
+                public int compare(PartETag o1, PartETag o2) {
+                    //按照partNumber递增排序
+                    return o1.getPartNumber() - o2.getPartNumber();
+                }
+            });
         }
 
         @Override
         public void destroy() {
-
+            if(useHdfsWriterProxy){
+                this.hdfsWriterJob.destroy();
+                return;
+            }
+            try {
+                // this.ossClient.shutdown();
+            } catch (Exception e) {
+                LOG.warn("shutdown ossclient meet a exception:" + e.getMessage(), e);
+            }
         }
 
         @Override
         public List<Configuration> split(int mandatoryNumber) {
             LOG.info("begin do split...");
+            if(useHdfsWriterProxy){
+                return this.hdfsWriterJob.split(mandatoryNumber);
+            }
+            List<Configuration> writerSplitConfigs = new ArrayList<Configuration>();
+
+            // warn: 这个地方其实可能有bug，datax frame其实会shuffle, 文件内部切分也不好支持这个诉求
+            if(this.isPeer2PeerCopyMode()){
+                // 有这个需求风险: 源头oss的文件 abc/123/data.txt yixiao.txt 2个文件对等拷贝过来， 这个场景下data.txt
+                // yixiao.txt 只能放一个目录
+                List<Configuration> readerSplitConfigs = this.getReaderPluginSplitConf();
+                for (int i = 0; i < readerSplitConfigs.size(); i++) {
+                    Configuration splitedTaskConfig = writerSliceConfig.clone();
+                    splitedTaskConfig.set(Key.OBJECT, objectDir);
+                    splitedTaskConfig.set(com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.BINARY,
+                            this.isBinaryFile);
+                    writerSplitConfigs.add(splitedTaskConfig);
+                }
+            } else {
+                if (this.writeSingleObject) {
+                    writerSplitConfigs = doSplitForWriteSingleObject(mandatoryNumber);
+                } else {
+                    writerSplitConfigs = doSplitForWriteMultiObject(mandatoryNumber);
+                }
+            }
+            LOG.info("end do split. split size: {}", writerSplitConfigs.size());
+            return writerSplitConfigs;
+        }
+
+        /**
+         * 针对多个task写单个文件模式，新增split逻辑
+         *
+         * @param mandatoryNumber
+         * @return
+         */
+        private List<Configuration> doSplitForWriteSingleObject(int mandatoryNumber) {
+            LOG.info("writeSingleObject is true, begin do split for write single object.");
             List<Configuration> writerSplitConfigs = new ArrayList<Configuration>();
             String object = this.writerSliceConfig.getString(Key.OBJECT);
-            String bucket = this.writerSliceConfig.getString(Key.BUCKET);
 
+            InitiateMultipartUploadRequest uploadRequest = this.ossWriterProxy.getInitiateMultipartUploadRequest(
+                    object);
+
+            InitiateMultipartUploadResult uploadResult;
+            try {
+                uploadResult = this.ossWriterProxy.initiateMultipartUpload(
+                        uploadRequest);
+            } catch (Exception e) {
+                LOG.error("initiateMultipartUpload error: {}", e.getMessage(), e);
+                throw DataXException.asDataXException(e.getMessage());
+            }
+            /**
+             * 如果需要写同一个object，需要保证使用同一个upload Id
+             * see: https://help.aliyun.com/document_detail/31993.html
+             */
+            String uploadId = uploadResult.getUploadId();
+            OssSingleObject.uploadId = uploadId;
+            LOG.info("writeSingleObject use uploadId: {}", uploadId);
+
+            for (int i = 0; i < mandatoryNumber; i++) {
+                Configuration splitedTaskConfig = this.writerSliceConfig
+                        .clone();
+                splitedTaskConfig.set(Key.OBJECT, object);
+                splitedTaskConfig.set(Key.UPLOAD_ID, uploadId);
+                writerSplitConfigs.add(splitedTaskConfig);
+            }
+            return writerSplitConfigs;
+        }
+
+        /**
+         * osswriter多个task写多个object文件split逻辑，历史已有该逻辑，保持向前兼容性
+         *
+         * @param mandatoryNumber
+         * @return
+         */
+        private List<Configuration> doSplitForWriteMultiObject(int mandatoryNumber) {
+            List<Configuration> writerSplitConfigs = new ArrayList<Configuration>();
+            String bucket = this.writerSliceConfig.getString(Key.BUCKET);
+            String object = this.writerSliceConfig.getString(Key.OBJECT);
             Set<String> allObjects = new HashSet<String>();
             try {
                 List<OSSObjectSummary> ossObjectlisting = this.ossClient
@@ -192,10 +535,10 @@ public class OssWriter extends Writer {
                 }
             } catch (OSSException e) {
                 throw DataXException.asDataXException(
-                        OssWriterErrorCode.OSS_COMM_ERROR, e.getMessage());
+                        OssWriterErrorCode.OSS_COMM_ERROR, e.getMessage(), e);
             } catch (ClientException e) {
                 throw DataXException.asDataXException(
-                        OssWriterErrorCode.OSS_COMM_ERROR, e.getMessage());
+                        OssWriterErrorCode.OSS_COMM_ERROR, e.getMessage(), e);
             }
 
             String objectSuffix;
@@ -223,9 +566,25 @@ public class OssWriter extends Writer {
 
                 writerSplitConfigs.add(splitedTaskConfig);
             }
-            LOG.info("end do split.");
             return writerSplitConfigs;
         }
+
+        private boolean isPeer2PeerCopyMode() {
+            return this.isBinaryFile
+                    || com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.SYNC_MODE_VALUE_COPY
+                    .equalsIgnoreCase(this.syncMode);
+        }
+
+        private String getObjectDir(String object) {
+            String dir = null;
+            if (StringUtils.isBlank(object)) {
+                dir = "";
+            } else {
+                dir = object.trim();
+                dir = dir.endsWith("/") ? dir : String.format("%s/", dir);
+            }
+            return dir;
+        }
     }
 
     public static class Task extends Writer.Task {
@@ -237,17 +596,48 @@ public class OssWriter extends Writer {
         private String object;
         private String nullFormat;
         private String encoding;
-        private char fieldDelimiter;
         private String dateFormat;
         private DateFormat dateParse;
         private String fileFormat;
         private List<String> header;
         private Long maxFileSize;// MB
         private String suffix;
+        private Boolean encrypt;// 是否在服务器端进行加密存储
+        private long blockSizeInByte;
+        private Boolean isBinaryFile;
+        private String objectDir;
+        private String syncMode;
+        private int parentPathLength;
+        private String byteEncoding;
+        private HdfsWriter.Task hdfsWriterTask;
+        private boolean useHdfsWriterProxy = false;
+        private boolean writeSingleObject;
+        private String uploadId;
+        private OssWriterProxy ossWriterProxy;
+        private List<String> partition;
+        private boolean generateEmptyFile;
 
         @Override
         public void init() {
             this.writerSliceConfig = this.getPluginJobConf();
+            this.fileFormat = this.writerSliceConfig
+                    .getString(
+                            com.alibaba.datax.plugin.unstructuredstorage.writer.Key.FILE_FORMAT,
+                            com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.FILE_FORMAT_TEXT);
+            this.useHdfsWriterProxy  = HdfsParquetUtil.isUseHdfsWriterProxy(this.fileFormat);
+            if(useHdfsWriterProxy){
+                this.hdfsWriterTask = new HdfsWriter.Task();
+                this.hdfsWriterTask.setPeerPluginJobConf(this.getPeerPluginJobConf());
+                this.hdfsWriterTask.setPeerPluginName(this.getPeerPluginName());
+                this.hdfsWriterTask.setPluginJobConf(this.getPluginJobConf());
+                this.hdfsWriterTask.setReaderPluginSplitConf(this.getReaderPluginSplitConf());
+                this.hdfsWriterTask.setTaskGroupId(this.getTaskGroupId());
+                this.hdfsWriterTask.setTaskId(this.getTaskId());
+                this.hdfsWriterTask.setTaskPluginCollector(this.getTaskPluginCollector());
+                this.hdfsWriterTask.init();
+                return;
+            }
+
             this.ossClient = OssUtil.initOssClient(this.writerSliceConfig);
             this.bucket = this.writerSliceConfig.getString(Key.BUCKET);
             this.object = this.writerSliceConfig.getString(Key.OBJECT);
@@ -264,14 +654,6 @@ public class OssWriter extends Writer {
                     .getString(
                             com.alibaba.datax.plugin.unstructuredstorage.writer.Key.ENCODING,
                             com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.DEFAULT_ENCODING);
-            this.fieldDelimiter = this.writerSliceConfig
-                    .getChar(
-                            com.alibaba.datax.plugin.unstructuredstorage.writer.Key.FIELD_DELIMITER,
-                            com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.DEFAULT_FIELD_DELIMITER);
-            this.fileFormat = this.writerSliceConfig
-                    .getString(
-                            com.alibaba.datax.plugin.unstructuredstorage.writer.Key.FILE_FORMAT,
-                            com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.FILE_FORMAT_TEXT);
             this.header = this.writerSliceConfig
                     .getList(
                             com.alibaba.datax.plugin.unstructuredstorage.writer.Key.HEADER,
@@ -285,67 +667,334 @@ public class OssWriter extends Writer {
                             com.alibaba.datax.plugin.unstructuredstorage.writer.Key.SUFFIX,
                             com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.DEFAULT_SUFFIX);
             this.suffix = this.suffix.trim();// warn: need trim
+            this.encrypt = this.writerSliceConfig.getBool(Key.ENCRYPT, false);
+
+            // 设置每块字符串长度
+            this.blockSizeInByte = this.writerSliceConfig.getLong(Key.BLOCK_SIZE_IN_MB, 10L) * 1024 * 1024;
+
+            this.isBinaryFile = this.writerSliceConfig.getBool(
+                    com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.BINARY, false);
+
+            this.objectDir = this.getObjectDir(this.object);
+            this.syncMode = this.writerSliceConfig
+                    .getString(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.SYNC_MODE, "");
+            this.parentPathLength = this.writerSliceConfig.getInt("__parentPathLength", 0);
+
+            this.byteEncoding = this.writerSliceConfig
+                    .getString(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.BYTE_ENCODING);
+
+            this.writeSingleObject = this.writerSliceConfig.getBool(Key.WRITE_SINGLE_OBJECT, false);
+            this.uploadId = this.writerSliceConfig.getString(Key.UPLOAD_ID);
+            this.ossWriterProxy = new OssWriterProxy(this.writerSliceConfig, this.ossClient);
+            this.partition = this.writerSliceConfig.getList(Key.PARTITION, new ArrayList<>(), String.class);
+            //是否生成空文件开关
+            this.generateEmptyFile = this.writerSliceConfig.getBool(Key.GENERATE_EMPTY_FILE,true);
         }
 
         @Override
         public void startWrite(RecordReceiver lineReceiver) {
+            if(useHdfsWriterProxy){
+                hdfsWriterTask.startWrite(lineReceiver);
+                return;
+            }
+            if (this.isPeer2PeerCopyMode()) {
+                // 对等拷贝
+                this.startWriteBinaryFile(lineReceiver);
+            } else if (this.writeSingleObject) {
+                this.startWriteSingleObjectUnstructedStorageFile(lineReceiver);
+            } else {
+                this.startWriteUnstructedStorageFile(lineReceiver,generateEmptyFile);
+            }
+        }
+
+        /**
+         * 单object写入
+         *
+         * @param lineReceiver
+         */
+        public void startWriteSingleObjectUnstructedStorageFile(RecordReceiver lineReceiver) {
+
+            try {
+                Record record;
+                String currentObject = this.object;
+                List<PartETag> currentPartETags = new ArrayList<PartETag>();
+
+                //warn: may be StringBuffer->StringBuilder
+                StringWriter sw = new StringWriter();
+                StringBuffer sb = sw.getBuffer();
+                UnstructuredWriter unstructuredWriter = UnstructuredStorageWriterUtil.
+                        produceUnstructuredWriter(this.fileFormat, this.writerSliceConfig, sw);
+
+                while ((record = lineReceiver.getFromReader()) != null) {
+                    //单文件同步暂不支持轮转[目前单文件支持同步约最大100GB大小]
+                    if (OssSingleObject.currentPartNumber.intValue() > Constant.MAX_BLOCK_SIZE) {
+                        throw DataXException.asDataXException(String.format("When writeSingleObject is true, the write size of your single object has exceeded the maximum value of %s MB.",
+                                (Constant.MAX_BLOCK_SIZE * this.blockSizeInByte / 1024 / 1024)));
+                    }
+
+                    // write: upload data to current object
+                    UnstructuredStorageWriterUtil.transportOneRecord(record,
+                            this.nullFormat, this.dateParse,
+                            this.getTaskPluginCollector(), unstructuredWriter, this.byteEncoding);
+
+                    // 达到 this.blockSizeInByte ，上传文件块
+                    if (sb.length() >= this.blockSizeInByte) {
+                        LOG.info(String
+                                .format("write to bucket: [%s] object: [%s] with oss uploadId: [%s], currentPartNumber: %s",
+                                        this.bucket, currentObject,
+                                        this.uploadId, OssSingleObject.currentPartNumber.intValue()));
+                        byte[] byteArray = sw.toString().getBytes(this.encoding);
+                        this.ossWriterProxy.uploadOnePartForSingleObject(byteArray, this.uploadId, currentPartETags, currentObject, this::getHeaderBytes);
+                        sb.setLength(0);
+                    }
+                }
+                //将本task所有upload的part加入到allPartETags中
+                OssSingleObject.allPartETags.addAll(currentPartETags);
+
+                //将task未写完的最后一个block加入到 OssSingleObject.lastBlockBuffer 中，待job阶段合并上传
+                if (sb.length() > 0) {
+                    byte[] lastBlock = sw.toString().getBytes(this.encoding);
+                    LOG.info("begin add last block to buffer, last block size: {}", lastBlock.length);
+                    OssSingleObject.addLastBlockBuffer(lastBlock, this.ossWriterProxy, this.blockSizeInByte, this.object, this::getHeaderBytes);
+                }
+            } catch (IOException e) {
+                // 脏数据UnstructuredStorageWriterUtil.transportOneRecord已经记录,header
+                // 都是字符串不认为有脏数据
+                throw DataXException.asDataXException(
+                        OssWriterErrorCode.Write_OBJECT_ERROR, e.getMessage(), e);
+            } catch (Exception e) {
+                throw DataXException.asDataXException(
+                        OssWriterErrorCode.Write_OBJECT_ERROR, e.getMessage(), e);
+            }
+            LOG.info("single oss object end do write");
+        }
+
+        private byte[] getHeaderBytes() throws IOException {
+            if (null != this.header && !this.header.isEmpty()) {
+                // write header to writer
+                try (StringWriter sw = new StringWriter();
+                     UnstructuredWriter headerWriter = UnstructuredStorageWriterUtil.
+                             produceUnstructuredWriter(this.fileFormat, this.writerSliceConfig, sw)) {
+                    headerWriter.writeOneRecord(this.header);
+                    return sw.toString().getBytes(this.encoding);
+                }
+            }
+            return new byte[0];
+        }
+
+        /**
+         * 同步音视频等无结构化文件
+         * warn: 代码和startWriteUnstructedStorageFile重复程度太高，后续需要继续重构
+         */
+        private void startWriteBinaryFile(RecordReceiver lineReceiver) {
+            Record record;
+            String currentObject = null;
+            InitiateMultipartUploadRequest currentInitiateMultipartUploadRequest;
+            InitiateMultipartUploadResult currentInitiateMultipartUploadResult = null;
+            String lastUploadId = null;
+            boolean gotData = false;
+            List<PartETag> currentPartETags = null;
+            int currentPartNumber = 1;
+            Map<String, String> meta;
+
+            ByteArrayOutputStream byteArrayOutputStream = new ByteArrayOutputStream();
+            long currentSize = 0;
+            try {
+                // warn
+                boolean needInitMultipartTransform = true;
+                while ((record = lineReceiver.getFromReader()) != null) {
+                    Column column = record.getColumn(0);
+                    meta = record.getMeta();
+                    assert meta != null;
+                    gotData = true;
+                    String objectNameTmp = meta
+                            .get(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.META_KEY_FILE_PATH);
+                    String fullObjectNameTmp = String.format("%s%s", this.objectDir, objectNameTmp.substring(this.parentPathLength, objectNameTmp.length()));
+
+                    // init: 2 condition begin new multipart upload
+                    if (needInitMultipartTransform || !StringUtils.equals(currentObject, fullObjectNameTmp)) {
+                        // 先将上一个分块上传的request complete掉
+                        if (null != currentInitiateMultipartUploadResult) {
+                            // 如果还有部分分库数据没有提交，则先提交
+                            if (currentSize > 0) {
+                                this.ossWriterProxy.uploadOnePart(byteArrayOutputStream.toByteArray(), currentPartNumber,
+                                        currentInitiateMultipartUploadResult, currentPartETags, currentObject);
+                                currentPartNumber++;
+                                currentSize = 0;
+                                byteArrayOutputStream.reset();
+                            }
+                            // TODO 如果当前文件是空文件
+                            String commitKey = currentInitiateMultipartUploadResult.getKey();
+                            LOG.info(String.format(
+                                    "current object [%s] size %s, complete current multipart upload %s and begin new one",
+                                    commitKey, currentPartNumber * this.blockSizeInByte,
+                                    currentInitiateMultipartUploadResult.getUploadId()));
+                            CompleteMultipartUploadRequest currentCompleteMultipartUploadRequest = new CompleteMultipartUploadRequest(
+                                    this.bucket, commitKey, currentInitiateMultipartUploadResult.getUploadId(),
+                                    currentPartETags);
+                            CompleteMultipartUploadResult currentCompleteMultipartUploadResult = this.ossWriterProxy.completeMultipartUpload(
+                                    currentCompleteMultipartUploadRequest);
+                            lastUploadId = currentInitiateMultipartUploadResult.getUploadId();
+                            LOG.info(String.format("final object [%s] etag is:[%s]", commitKey,
+                                    currentCompleteMultipartUploadResult.getETag()));
+                        }
+                        // 这里发现一个全新的文件需要分块上传
+                        currentObject = fullObjectNameTmp;
+                        currentInitiateMultipartUploadRequest = this.ossWriterProxy.getInitiateMultipartUploadRequest(currentObject);
+                        currentInitiateMultipartUploadResult = this.ossWriterProxy.initiateMultipartUpload(
+                                currentInitiateMultipartUploadRequest);
+                        currentPartETags = new ArrayList<PartETag>();
+                        LOG.info(String.format("write to bucket: [%s] object: [%s] with oss uploadId: [%s]",
+                                this.bucket, currentObject, currentInitiateMultipartUploadResult.getUploadId()));
+                        // warn
+                        needInitMultipartTransform = false;
+                        currentPartNumber = 1;
+                    }
+                    // write: upload data to current object
+                    byte[] data;
+                    if (column instanceof BytesColumn) {
+                        data = column.asBytes();
+                        byteArrayOutputStream.write(data);
+                        currentSize += data.length;
+                    } else {
+                        String message = "the type of column must be BytesColumn!";
+                        throw DataXException.asDataXException(OssWriterErrorCode.Write_OBJECT_ERROR, message);
+                    }
+                    if (currentSize >= this.blockSizeInByte) {
+                        this.ossWriterProxy.uploadOnePart(byteArrayOutputStream.toByteArray(), currentPartNumber,
+                                currentInitiateMultipartUploadResult, currentPartETags, currentObject);
+                        currentPartNumber++;
+                        currentSize = 0;
+                        byteArrayOutputStream.reset();
+                    }
+                }
+
+                // TODO binary 模式读取，源头为空文件时是有问题的
+                if (!gotData) {
+                    LOG.info("Receive no data from the source.");
+                    currentInitiateMultipartUploadRequest = new InitiateMultipartUploadRequest(this.bucket,
+                            currentObject);
+                    currentInitiateMultipartUploadResult = this.ossWriterProxy.initiateMultipartUpload(
+                            currentInitiateMultipartUploadRequest);
+                    currentPartETags = new ArrayList<PartETag>();
+                }
+
+                // warn: may be some data stall in byteArrayOutputStream
+                if (byteArrayOutputStream.size() > 0) {
+                    this.ossWriterProxy.uploadOnePart(byteArrayOutputStream.toByteArray(), currentPartNumber,
+                            currentInitiateMultipartUploadResult, currentPartETags, currentObject);
+                    currentPartNumber++;
+                }
+
+                // 避免重复提交
+                if (!StringUtils.equals(lastUploadId, currentInitiateMultipartUploadResult.getUploadId())) {
+                    CompleteMultipartUploadRequest completeMultipartUploadRequest = new CompleteMultipartUploadRequest(
+                            this.bucket, currentObject, currentInitiateMultipartUploadResult.getUploadId(),
+                            currentPartETags);
+                    CompleteMultipartUploadResult completeMultipartUploadResult = this.ossWriterProxy.completeMultipartUpload(
+                            completeMultipartUploadRequest);
+                    LOG.info(String.format("final object etag is:[%s]", completeMultipartUploadResult.getETag()));
+                }
+            } catch (IOException e) {
+                // 脏数据UnstructuredStorageWriterUtil.transportOneRecord已经记录,header
+                // 都是字符串不认为有脏数据
+                throw DataXException.asDataXException(OssWriterErrorCode.Write_OBJECT_ERROR, e.getMessage(), e);
+            } catch (Exception e) {
+                throw DataXException.asDataXException(OssWriterErrorCode.Write_OBJECT_ERROR, e.getMessage(), e);
+            }
+            LOG.info("end do write");
+        }
+
+        /**
+         * 开始写半结构化文件
+         *
+         * @param lineReceiver
+         */
+        private void startWriteUnstructedStorageFile(RecordReceiver lineReceiver, boolean generateEmptyFile){
             // 设置每块字符串长度
-            final long partSize = 1024 * 1024 * 10L;
-            long numberCacul = (this.maxFileSize * 1024 * 1024L) / partSize;
+            long numberCacul = (this.maxFileSize * 1024 * 1024L) / this.blockSizeInByte;
             final long maxPartNumber = numberCacul >= 1 ? numberCacul : 1;
             int objectRollingNumber = 0;
-            //warn: may be StringBuffer->StringBuilder
-            StringWriter sw = new StringWriter();
-            StringBuffer sb = sw.getBuffer();
-            UnstructuredWriter unstructuredWriter = TextCsvWriterManager
-                    .produceUnstructuredWriter(this.fileFormat,
-                            this.fieldDelimiter, sw);
-            Record record = null;
-
-            LOG.info(String.format(
-                    "begin do write, each object maxFileSize: [%s]MB...",
-                    maxPartNumber * 10));
+            Record record;
             String currentObject = this.object;
-            InitiateMultipartUploadRequest currentInitiateMultipartUploadRequest = null;
+            if (this.isPeer2PeerCopyMode()) {
+                currentObject = null;
+            } else {
+                // 加上suffix
+                currentObject = appedSuffixTo(currentObject);
+            }
+            InitiateMultipartUploadRequest currentInitiateMultipartUploadRequest;
             InitiateMultipartUploadResult currentInitiateMultipartUploadResult = null;
+            String lastUploadId = null;
             boolean gotData = false;
             List<PartETag> currentPartETags = null;
             // to do:
             // 可以根据currentPartNumber做分块级别的重试，InitiateMultipartUploadRequest多次一个currentPartNumber会覆盖原有
             int currentPartNumber = 1;
+            Map<String, String> meta;
+
+            //warn: may be StringBuffer->StringBuilder
+            StringWriter sw = new StringWriter();
+            StringBuffer sb = sw.getBuffer();
+            UnstructuredWriter unstructuredWriter = UnstructuredStorageWriterUtil.
+                    produceUnstructuredWriter(this.fileFormat, this.writerSliceConfig, sw);
+            LOG.info(String.format(
+                    "begin do write, each object maxFileSize: [%s]MB...",
+                    maxPartNumber * 10));
             try {
-                // warn
+                // warn 源头可能是MySQL中，导致没有meta这个第一次初始化标示省不掉
                 boolean needInitMultipartTransform = true;
                 while ((record = lineReceiver.getFromReader()) != null) {
+                    meta = record.getMeta();
                     gotData = true;
-                    // init:begin new multipart upload
-                    if (needInitMultipartTransform) {
-                        if (objectRollingNumber == 0) {
-                            if (StringUtils.isBlank(this.suffix)) {
-                                currentObject = this.object;
-                            } else {
-                                currentObject = String.format("%s%s",
-                                        this.object, this.suffix);
-                            }
-                        } else {
-                            // currentObject is like(no suffix)
-                            // myfile__9b886b70fbef11e59a3600163e00068c_1
-                            if (StringUtils.isBlank(this.suffix)) {
-                                currentObject = String.format("%s_%s",
-                                        this.object, objectRollingNumber);
-                            } else {
-                                // or with suffix
-                                // myfile__9b886b70fbef11e59a3600163e00068c_1.csv
-                                currentObject = String.format("%s_%s%s",
-                                        this.object, objectRollingNumber,
-                                        this.suffix);
-                            }
+                    // init: 2 condition begin new multipart upload 轮转策略(文件名规则)不一致
+                    // condition: 对等拷贝模式 && Record中的Meta切换文件名 &&
+                    // condition: 类log4j日志轮转 && !对等拷贝模式
+                    boolean realyNeedInitUploadRequest = false;
+                    if (this.isPeer2PeerCopyMode()) {
+                        assert meta != null;
+                        String objectNameTmp = meta
+                                .get(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.META_KEY_FILE_PATH);
+                        String fullObjectNameTmp = String.format("%s%s", this.objectDir, objectNameTmp.substring(this.parentPathLength, objectNameTmp.length()));
+                        if (!StringUtils.equals(currentObject, fullObjectNameTmp)) {
+                            currentObject = fullObjectNameTmp;
+                            realyNeedInitUploadRequest = true;
                         }
-                        objectRollingNumber++;
-                        currentInitiateMultipartUploadRequest = new InitiateMultipartUploadRequest(
-                                this.bucket, currentObject);
-                        currentInitiateMultipartUploadResult = this.ossClient
-                                .initiateMultipartUpload(currentInitiateMultipartUploadRequest);
+                    } else {
+                        if (needInitMultipartTransform || currentPartNumber > maxPartNumber) {
+                            currentObject = getCurrentObject(objectRollingNumber, record);
+                            objectRollingNumber++;
+                            realyNeedInitUploadRequest = true;
+                        }
+                    }
+
+                    if (realyNeedInitUploadRequest) {
+                        // 先将上一个分块上传的request complete掉
+                        if (null != currentInitiateMultipartUploadResult) {
+                            if (sb.length() > 0) {
+                                this.uploadOnePart(sw, currentPartNumber, currentInitiateMultipartUploadResult,
+                                        currentPartETags, currentObject);
+                                currentPartNumber++;
+                                sb.setLength(0);
+                            }
+                            // TODO 如果当前文件是空文件
+                            String commitKey = currentInitiateMultipartUploadResult.getKey();
+                            LOG.info(String.format(
+                                    "current object [%s] size %s, complete current multipart upload %s and begin new one",
+                                    commitKey, currentPartNumber * this.blockSizeInByte,
+                                    currentInitiateMultipartUploadResult.getUploadId()));
+                            CompleteMultipartUploadRequest currentCompleteMultipartUploadRequest = new CompleteMultipartUploadRequest(
+                                    this.bucket, commitKey, currentInitiateMultipartUploadResult.getUploadId(),
+                                    currentPartETags);
+                            CompleteMultipartUploadResult currentCompleteMultipartUploadResult = this.ossWriterProxy.completeMultipartUpload(
+                                    currentCompleteMultipartUploadRequest);
+                            lastUploadId = currentInitiateMultipartUploadResult.getUploadId();
+                            LOG.info(String.format("final object [%s] etag is:[%s]", commitKey,
+                                    currentCompleteMultipartUploadResult.getETag()));
+                        }
+
+                        currentInitiateMultipartUploadRequest = this.ossWriterProxy.getInitiateMultipartUploadRequest(currentObject);
+                        currentInitiateMultipartUploadResult = this.ossWriterProxy.initiateMultipartUpload(currentInitiateMultipartUploadRequest);
                         currentPartETags = new ArrayList<PartETag>();
                         LOG.info(String
                                 .format("write to bucket: [%s] object: [%s] with oss uploadId: [%s]",
@@ -365,43 +1014,22 @@ public class OssWriter extends Writer {
                     // write: upload data to current object
                     UnstructuredStorageWriterUtil.transportOneRecord(record,
                             this.nullFormat, this.dateParse,
-                            this.getTaskPluginCollector(), unstructuredWriter);
+                            this.getTaskPluginCollector(), unstructuredWriter, this.byteEncoding);
 
-                    if (sb.length() >= partSize) {
+                    if (sb.length() >= this.blockSizeInByte) {
                         this.uploadOnePart(sw, currentPartNumber,
                                 currentInitiateMultipartUploadResult,
                                 currentPartETags, currentObject);
                         currentPartNumber++;
                         sb.setLength(0);
                     }
-
-                    // save: end current multipart upload
-                    if (currentPartNumber > maxPartNumber) {
-                        LOG.info(String
-                                .format("current object [%s] size > %s, complete current multipart upload and begin new one",
-                                        currentObject, currentPartNumber
-                                                * partSize));
-                        CompleteMultipartUploadRequest currentCompleteMultipartUploadRequest = new CompleteMultipartUploadRequest(
-                                this.bucket, currentObject,
-                                currentInitiateMultipartUploadResult
-                                        .getUploadId(), currentPartETags);
-                        CompleteMultipartUploadResult currentCompleteMultipartUploadResult = this.ossClient
-                                .completeMultipartUpload(currentCompleteMultipartUploadRequest);
-                        LOG.info(String.format(
-                                "final object [%s] etag is:[%s]",
-                                currentObject,
-                                currentCompleteMultipartUploadResult.getETag()));
-                        // warn
-                        needInitMultipartTransform = true;
-                    }
                 }
 
                 if (!gotData) {
                     LOG.info("Receive no data from the source.");
                     currentInitiateMultipartUploadRequest = new InitiateMultipartUploadRequest(
                             this.bucket, currentObject);
-                    currentInitiateMultipartUploadResult = this.ossClient
-                            .initiateMultipartUpload(currentInitiateMultipartUploadRequest);
+                    currentInitiateMultipartUploadResult = this.ossWriterProxy.initiateMultipartUpload(currentInitiateMultipartUploadRequest);
                     currentPartETags = new ArrayList<PartETag>();
                     // each object's header
                     if (null != this.header && !this.header.isEmpty()) {
@@ -414,81 +1042,145 @@ public class OssWriter extends Writer {
                             currentInitiateMultipartUploadResult,
                             currentPartETags, currentObject);
                 }
-                CompleteMultipartUploadRequest completeMultipartUploadRequest = new CompleteMultipartUploadRequest(
-                        this.bucket, currentObject,
-                        currentInitiateMultipartUploadResult.getUploadId(),
-                        currentPartETags);
-                CompleteMultipartUploadResult completeMultipartUploadResult = this.ossClient
-                        .completeMultipartUpload(completeMultipartUploadRequest);
-                LOG.info(String.format("final object etag is:[%s]",
-                        completeMultipartUploadResult.getETag()));
+
+                // 避免重复提交
+                if (!StringUtils.equals(lastUploadId, currentInitiateMultipartUploadResult.getUploadId())) {
+                    CompleteMultipartUploadRequest completeMultipartUploadRequest = new CompleteMultipartUploadRequest(
+                            this.bucket, currentObject,
+                            currentInitiateMultipartUploadResult.getUploadId(),
+                            currentPartETags);
+                    if (gotData) {
+                        completeUpload(completeMultipartUploadRequest);
+                    } else{
+                        if (generateEmptyFile) {
+                            LOG.info("Due to without data, oss will generate empty file, " +
+                                    "the generateEmptyFile is {}, you can set it false to avoid this",generateEmptyFile);
+                            completeUpload(completeMultipartUploadRequest);
+                        } else {
+                            LOG.info("The generateEmptyFile is false, datax will not generate empty file");
+                        }
+                    }
+                }
             } catch (IOException e) {
                 // 脏数据UnstructuredStorageWriterUtil.transportOneRecord已经记录,header
                 // 都是字符串不认为有脏数据
                 throw DataXException.asDataXException(
-                        OssWriterErrorCode.Write_OBJECT_ERROR, e.getMessage());
+                        OssWriterErrorCode.Write_OBJECT_ERROR, e.getMessage(), e);
             } catch (Exception e) {
                 throw DataXException.asDataXException(
-                        OssWriterErrorCode.Write_OBJECT_ERROR, e.getMessage());
+                        OssWriterErrorCode.Write_OBJECT_ERROR, e.getMessage(), e);
             }
             LOG.info("end do write");
         }
 
+        private void completeUpload(CompleteMultipartUploadRequest completeMultipartUploadRequest) throws Exception {
+            CompleteMultipartUploadResult completeMultipartUploadResult = this.ossWriterProxy.completeMultipartUpload(completeMultipartUploadRequest);
+            LOG.info(String.format("final object etag is:[%s]",
+                    completeMultipartUploadResult.getETag()));
+        }
+
+
+        private String getCurrentObject(int objectRollingNumber, Record record) {
+            String currentObject  = this.object;
+
+            if (!this.partition.isEmpty()) {
+                String partitionValues = getPartitionValues(record);
+                currentObject = String.format("%s_%s", currentObject, partitionValues);
+            }
+
+            if (objectRollingNumber > 0) {
+                currentObject = String.format("%s_%s", currentObject, objectRollingNumber);
+            }
+
+            currentObject = appedSuffixTo(currentObject);
+
+            return currentObject;
+        }
+
+        private String getPartitionValues(Record record) {
+            // config like "partition": "ds,venture"
+            String partitionValues = "";
+            // assume that partition columns are located in the last of order
+            for (int i = 0; i < this.partition.size(); i++) {
+                partitionValues += record.getColumn(record.getColumnNumber() - 1 - i).asString();
+            }
+            return partitionValues;
+        }
+
+        private String appedSuffixTo(String currentObject) {
+            StringBuilder sbCurrentObject = new StringBuilder(currentObject);
+
+            if (StringUtils.isNotBlank(this.suffix)) {
+                if (!this.suffix.startsWith(".")) {
+                    sbCurrentObject.append(".");
+                }
+                sbCurrentObject.append(suffix);
+            }
+
+            return sbCurrentObject.toString();
+        }
+
         /**
          * 对于同一个UploadID，该号码不但唯一标识这一块数据，也标识了这块数据在整个文件内的相对位置。
          * 如果你用同一个part号码，上传了新的数据，那么OSS上已有的这个号码的Part数据将被覆盖。
-         * 
+         *
          * @throws Exception
          * */
         private void uploadOnePart(
                 final StringWriter sw,
                 final int partNumber,
-                final InitiateMultipartUploadResult initiateMultipartUploadResult,
+                final InitiateMultipartUploadResult currentInitiateMultipartUploadResult,
                 final List<PartETag> partETags, final String currentObject)
                 throws Exception {
             final String encoding = this.encoding;
-            final String bucket = this.bucket;
-            final OSSClient ossClient = this.ossClient;
-            RetryUtil.executeWithRetry(new Callable<Boolean>() {
-                @Override
-                public Boolean call() throws Exception {
-                    byte[] byteArray = sw.toString().getBytes(encoding);
-                    InputStream inputStream = new ByteArrayInputStream(
-                            byteArray);
-                    // 创建UploadPartRequest，上传分块
-                    UploadPartRequest uploadPartRequest = new UploadPartRequest();
-                    uploadPartRequest.setBucketName(bucket);
-                    uploadPartRequest.setKey(currentObject);
-                    uploadPartRequest.setUploadId(initiateMultipartUploadResult
-                            .getUploadId());
-                    uploadPartRequest.setInputStream(inputStream);
-                    uploadPartRequest.setPartSize(byteArray.length);
-                    uploadPartRequest.setPartNumber(partNumber);
-                    UploadPartResult uploadPartResult = ossClient
-                            .uploadPart(uploadPartRequest);
-                    partETags.add(uploadPartResult.getPartETag());
-                    LOG.info(String
-                            .format("upload part [%s] size [%s] Byte has been completed.",
-                                    partNumber, byteArray.length));
-                    IOUtils.closeQuietly(inputStream);
-                    return true;
-                }
-            }, 3, 1000L, false);
+            final byte[] byteArray = sw.toString().getBytes(encoding);
+            this.ossWriterProxy.uploadOnePart(byteArray, partNumber, currentInitiateMultipartUploadResult, partETags, currentObject);
         }
 
         @Override
         public void prepare() {
-
+            if(useHdfsWriterProxy){
+                hdfsWriterTask.prepare();
+                return;
+            }
         }
 
         @Override
         public void post() {
-
+            if(useHdfsWriterProxy){
+                hdfsWriterTask.post();
+                return;
+            }
         }
 
         @Override
         public void destroy() {
+            if(useHdfsWriterProxy){
+                hdfsWriterTask.destroy();
+                return;
+            }
+            try {
+                // this.ossClient.shutdown();
+            } catch (Exception e) {
+                LOG.warn("shutdown ossclient meet a exception:" + e.getMessage(), e);
+            }
+        }
 
+        private boolean isPeer2PeerCopyMode() {
+            return this.isBinaryFile
+                    || com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.SYNC_MODE_VALUE_COPY
+                    .equalsIgnoreCase(this.syncMode);
+        }
+
+        private String getObjectDir(String object) {
+            String dir = null;
+            if (StringUtils.isBlank(object)) {
+                dir = "";
+            } else {
+                dir = object.trim();
+                dir = dir.endsWith("/") ? dir : String.format("%s/", dir);
+            }
+            return dir;
         }
     }
 }
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriterProxy.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriterProxy.java
new file mode 100644
index 00000000..45516f73
--- /dev/null
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriterProxy.java
@@ -0,0 +1,171 @@
+package com.alibaba.datax.plugin.writer.osswriter;
+
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.RetryUtil;
+import com.aliyun.oss.OSSClient;
+import com.aliyun.oss.model.*;
+import org.apache.commons.io.IOUtils;
+import org.apache.commons.lang3.ArrayUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.ByteArrayInputStream;
+import java.io.InputStream;
+import java.util.List;
+import java.util.concurrent.Callable;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 16:29
+ */
+public class OssWriterProxy {
+    private static Logger logger = LoggerFactory.getLogger(OssWriterProxy.class);
+
+    private OSSClient ossClient;
+    private Configuration configuration;
+    /**
+     * 是否在服务器端进行加密存储
+     */
+    private Boolean encrypt;
+    private String bucket;
+
+
+    public OssWriterProxy (Configuration configuration, OSSClient ossClient) {
+        this.configuration = configuration;
+        this.ossClient = ossClient;
+        this.encrypt = configuration.getBool(Key.ENCRYPT, false);
+        this.bucket = configuration.getString(Key.BUCKET);
+    }
+
+    public InitiateMultipartUploadRequest getInitiateMultipartUploadRequest(String currentObject){
+        InitiateMultipartUploadRequest currentInitiateMultipartUploadRequest;
+        if( !this.encrypt ) {
+            currentInitiateMultipartUploadRequest = new InitiateMultipartUploadRequest(
+                    this.bucket, currentObject);
+        } else {
+            // 将数据加密存储在oss
+            ObjectMetadata objectMetadata = new ObjectMetadata();
+            objectMetadata.setHeader("x-oss-server-side-encryption",
+                    ObjectMetadata.AES_256_SERVER_SIDE_ENCRYPTION);
+            currentInitiateMultipartUploadRequest = new InitiateMultipartUploadRequest(
+                    this.bucket, currentObject, objectMetadata);
+        }
+        return currentInitiateMultipartUploadRequest;
+    }
+
+    public InitiateMultipartUploadResult initiateMultipartUpload(
+            final InitiateMultipartUploadRequest currentInitiateMultipartUploadRequest) throws Exception {
+        final OSSClient ossClient = this.ossClient;
+        return RetryUtil.executeWithRetry(new Callable<InitiateMultipartUploadResult>() {
+            @Override
+            public InitiateMultipartUploadResult call() throws Exception {
+                return ossClient.initiateMultipartUpload(currentInitiateMultipartUploadRequest);
+            }
+        }, 10, 1000L, false);
+    }
+
+    public CompleteMultipartUploadResult completeMultipartUpload(
+            final CompleteMultipartUploadRequest currentCompleteMultipartUploadRequest) throws Exception {
+
+        final OSSClient ossClient = this.ossClient;
+        return RetryUtil.executeWithRetry(new Callable<CompleteMultipartUploadResult>() {
+            @Override
+            public CompleteMultipartUploadResult call() throws Exception {
+                return ossClient.completeMultipartUpload(currentCompleteMultipartUploadRequest);
+            }
+        }, 10, 1000L, false);
+    }
+
+    public void uploadOnePart(
+            final byte[] byteArray,
+            final int partNumber,
+            final InitiateMultipartUploadResult currentInitiateMultipartUploadResult,
+            final List<PartETag> partETags,
+            final String currentObject)
+            throws Exception {
+        final String bucket = this.bucket;
+        final OSSClient ossClient = this.ossClient;
+        RetryUtil.executeWithRetry(new Callable<Boolean>() {
+            @Override
+            public Boolean call() throws Exception {
+                InputStream inputStream = new ByteArrayInputStream(
+                        byteArray);
+                // 创建UploadPartRequest，上传分块
+                UploadPartRequest uploadPartRequest = new UploadPartRequest();
+                uploadPartRequest.setBucketName(bucket);
+                uploadPartRequest.setKey(currentObject);
+                uploadPartRequest.setUploadId(currentInitiateMultipartUploadResult.getUploadId());
+                uploadPartRequest.setInputStream(inputStream);
+                uploadPartRequest.setPartSize(byteArray.length);
+                uploadPartRequest.setPartNumber(partNumber);
+                UploadPartResult uploadPartResult = ossClient
+                        .uploadPart(uploadPartRequest);
+                partETags.add(uploadPartResult.getPartETag());
+                logger.info(String
+                        .format("upload part [%s] size [%s] Byte has been completed.",
+                                partNumber, byteArray.length));
+                IOUtils.closeQuietly(inputStream);
+                return true;
+            }
+        },  10, 1000L, false);
+    }
+
+    public void abortMultipartUpload(final String currentObject, final String uploadId) {
+        final String bucket = this.bucket;
+        final OSSClient ossClient = this.ossClient;
+        try {
+            RetryUtil.executeWithRetry((Callable<Void>) () -> {
+                AbortMultipartUploadRequest abortMultipartUploadRequest =
+                        new AbortMultipartUploadRequest(bucket, currentObject, uploadId);
+                ossClient.abortMultipartUpload(abortMultipartUploadRequest);
+                return null;
+            }, 5, 1, true);
+        } catch (Throwable e) {
+            logger.error(String.format("AbortMultipartUpload failed, msg is %s",e.getMessage()), e);
+        }
+    }
+
+    public void uploadOnePartForSingleObject(
+            final byte[] byteArray,
+            final String uploadId,
+            final List<PartETag> partETags,
+            final String currentObject,
+            final HeaderProvider headerProvider)
+            throws Exception {
+        final String bucket = this.bucket;
+        final OSSClient ossClient = this.ossClient;
+        RetryUtil.executeWithRetry(new Callable<Boolean>() {
+            @Override
+            public Boolean call() throws Exception {
+                // 创建UploadPartRequest，上传分块
+                UploadPartRequest uploadPartRequest = new UploadPartRequest();
+                uploadPartRequest.setPartNumber(OssSingleObject.currentPartNumber.getAndIncrement());
+                byte[] data = byteArray;
+                if (uploadPartRequest.getPartNumber() == 1) {
+                    // write header
+                    byte[] headerBytes = headerProvider.getHeader();
+                    logger.info("write header to part {}. header size: {}",
+                            uploadPartRequest.getPartNumber(), ArrayUtils.getLength(headerBytes));
+                    data = ArrayUtils.addAll(headerBytes, byteArray);
+                }
+                ByteArrayInputStream inputStream = new ByteArrayInputStream(data);
+                uploadPartRequest.setBucketName(bucket);
+                uploadPartRequest.setKey(currentObject);
+                uploadPartRequest.setUploadId(uploadId);
+                uploadPartRequest.setInputStream(inputStream);
+                uploadPartRequest.setPartSize(data.length);
+                UploadPartResult uploadPartResult = ossClient
+                        .uploadPart(uploadPartRequest);
+                partETags.add(uploadPartResult.getPartETag());
+                logger.info("upload part number [{}] size [{}] Byte has been completed, uploadId: {}.",
+                        uploadPartRequest.getPartNumber(), data.length, uploadId);
+                IOUtils.closeQuietly(inputStream);
+                return true;
+            }
+        },  10, 1000L, false);
+    }
+
+    public interface HeaderProvider {
+        byte[] getHeader() throws Exception;
+    }
+}
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileProccessor.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileProccessor.java
new file mode 100644
index 00000000..c88a6f10
--- /dev/null
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileProccessor.java
@@ -0,0 +1,49 @@
+package com.alibaba.datax.plugin.writer.osswriter.parquet;
+
+import org.apache.hadoop.fs.Path;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.util.Configuration;
+
+import parquet.hadoop.ParquetWriter;
+import parquet.hadoop.metadata.CompressionCodecName;
+import parquet.schema.MessageType;
+
+import java.io.IOException;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 16:23
+ */
+public class ParquetFileProccessor extends ParquetWriter<Record> {
+    private Path path;
+
+    public ParquetFileProccessor(Path path, MessageType schema, Configuration taskConfig,
+                                 TaskPluginCollector taskPluginCollector) throws IOException {
+        this(path, schema, false, taskConfig, taskPluginCollector);
+        this.path = path;
+    }
+
+    public ParquetFileProccessor(Path path, MessageType schema, boolean enableDictionary, Configuration taskConfig,
+                                 TaskPluginCollector taskPluginCollector) throws IOException {
+        this(path, schema, CompressionCodecName.UNCOMPRESSED, enableDictionary, taskConfig, taskPluginCollector);
+        this.path = path;
+    }
+
+    public ParquetFileProccessor(Path path, MessageType schema, CompressionCodecName codecName,
+                                 boolean enableDictionary, Configuration taskConfig, TaskPluginCollector taskPluginCollector)
+            throws IOException {
+        super(path, new ParquetFileSupport(schema, taskConfig, taskPluginCollector), codecName, DEFAULT_BLOCK_SIZE,
+                DEFAULT_PAGE_SIZE, enableDictionary, false);
+        this.path = path;
+    }
+
+    public byte[] getParquetRawData() {
+        if (null == this.path) {
+            return null;
+        } else {
+            return null;
+        }
+    }
+}
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileSupport.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileSupport.java
new file mode 100644
index 00000000..9daa5a7f
--- /dev/null
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileSupport.java
@@ -0,0 +1,355 @@
+package com.alibaba.datax.plugin.writer.osswriter.parquet;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.plugin.unstructuredstorage.writer.Key;
+import com.alibaba.datax.plugin.writer.osswriter.Constant;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.hadoop.conf.Configuration;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import parquet.hadoop.api.WriteSupport;
+import parquet.io.api.Binary;
+import parquet.io.api.RecordConsumer;
+import parquet.schema.*;
+
+import java.text.DateFormat;
+import java.text.SimpleDateFormat;
+import java.util.HashMap;
+import java.util.List;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 16:25
+ */
+public class ParquetFileSupport extends WriteSupport<Record> {
+    public static final Logger LOGGER = LoggerFactory.getLogger(ParquetFileSupport.class);
+    private MessageType schema;
+    private RecordConsumer recordConsumer;
+    private boolean printStackTrace = true;
+
+    // 不通类型的nullFormat
+    private String nullFormat;
+
+    private String dateFormat;
+    private DateFormat dateParse;
+    private Binary binaryForNull;
+    private TaskPluginCollector taskPluginCollector;
+
+    public ParquetFileSupport(MessageType schema, com.alibaba.datax.common.util.Configuration taskConfig, TaskPluginCollector taskPluginCollector) {
+        this.schema = schema;
+        // 不通类型的nullFormat
+        this.nullFormat = taskConfig.getString(Key.NULL_FORMAT, Constant.DEFAULT_NULL_FORMAT);
+        this.binaryForNull = Binary.fromString(this.nullFormat);
+
+        this.dateFormat = taskConfig.getString(Key.DATE_FORMAT, null);
+        if (StringUtils.isNotBlank(this.dateFormat)) {
+            this.dateParse = new SimpleDateFormat(dateFormat);
+        }
+
+        this.taskPluginCollector = taskPluginCollector;
+    }
+
+    @Override
+    public WriteContext init(Configuration configuration) {
+        return new WriteContext(schema, new HashMap<String, String>());
+    }
+
+    @Override
+    public void prepareForWrite(RecordConsumer recordConsumer) {
+        this.recordConsumer = recordConsumer;
+    }
+
+    @Override
+    public void write(Record values) {
+        LOGGER.info("Writing parquet data using fields mode(The correct mode.)");
+        List<Type> types = this.schema.getFields();
+        if (values != null && types != null && values.getColumnNumber() == types.size()) {
+            recordConsumer.startMessage();
+            writeFields(types, values);
+            recordConsumer.endMessage();
+        }
+    }
+
+    private void writeFields(List<Type> types, Record values) {
+        for (int i = 0; i < types.size(); i++) {
+            Type type = types.get(i);
+            Column value = values.getColumn(i);
+            if (value != null) {
+                try {
+                    if (type.isPrimitive()) {
+                        writePrimitiveType(type, value, i);
+                    } else {
+                        writeGroupType(type, (JSON) JSON.parse(value.asString()), i);
+                    }
+                } catch (Exception e) {
+                    if (printStackTrace) {
+                        printStackTrace = false;
+                        LOGGER.warn("write to parquet error: {}", e.getMessage(), e);
+                    }
+                    // dirty data
+                    if (null != this.taskPluginCollector) {
+                        // job post 里面的merge taskPluginCollector 为null
+                        this.taskPluginCollector.collectDirtyRecord(values, e, e.getMessage());
+                    }
+                }
+            }
+        }
+    }
+
+    private void writeFields(List<Type> types, JSONObject values) {
+        for (int i = 0; i < types.size(); i++) {
+            Type type = types.get(i);
+            Object value = values.get(type.getName());
+
+            if (value != null) {
+                try {
+                    if (type.isPrimitive()) {
+                        writePrimitiveType(type, value, i);
+                    } else {
+                        writeGroupType(type, (JSON) value, i);
+                    }
+                } catch (Exception e) {
+                    if (printStackTrace) {
+                        printStackTrace = false;
+                        LOGGER.warn("write to parquet error: {}", e.getMessage(), e);
+                    }
+                }
+            } else {
+                recordConsumer.addBinary(this.binaryForNull);
+            }
+        }
+    }
+
+    private void writeGroupType(Type type, JSON value, int index) {
+        GroupType groupType = type.asGroupType();
+        OriginalType originalType = groupType.getOriginalType();
+        if (originalType != null) {
+            switch (originalType) {
+                case MAP:
+                    writeMap(groupType, value, index);
+                    break;
+                case LIST:
+                    writeList(groupType, value, index);
+                    break;
+                default:
+                    break;
+            }
+        } else {
+            // struct
+            writeStruct(groupType, value, index);
+        }
+    }
+
+    private void writeMap(GroupType groupType, JSON value, int index) {
+        if (value == null) {
+            return;
+        }
+
+        JSONObject json = (JSONObject) value;
+
+        if (json.isEmpty()) {
+            return;
+        }
+
+        recordConsumer.startField(groupType.getName(), index);
+
+        recordConsumer.startGroup();
+
+        // map
+        // key_value start
+        recordConsumer.startField("key_value", 0);
+        recordConsumer.startGroup();
+
+        List<Type> keyValueFields = groupType.getFields().get(0).asGroupType().getFields();
+        Type keyType = keyValueFields.get(0);
+        Type valueType = keyValueFields.get(1);
+        for (String key : json.keySet()) {
+            // key
+            writePrimitiveType(keyType, key, 0);
+
+            // value
+            if (valueType.isPrimitive()) {
+                writePrimitiveType(valueType, json.get(key), 1);
+            } else {
+                writeGroupType(valueType, (JSON) json.get(key), 1);
+            }
+        }
+
+        recordConsumer.endGroup();
+        recordConsumer.endField("key_value", 0);
+        // key_value end
+
+        recordConsumer.endGroup();
+        recordConsumer.endField(groupType.getName(), index);
+    }
+
+    private void writeList(GroupType groupType, JSON value, int index) {
+        if (value == null) {
+            return;
+        }
+
+        JSONArray json = (JSONArray) value;
+
+        if (json.isEmpty()) {
+            return;
+        }
+
+        recordConsumer.startField(groupType.getName(), index);
+        // list
+        recordConsumer.startGroup();
+
+
+        // list start
+        recordConsumer.startField("list", 0);
+        recordConsumer.startGroup();
+
+        Type elementType = groupType.getFields().get(0).asGroupType().getFields().get(0);
+
+        if (elementType.isPrimitive()) {
+            for (Object elementValue : json) {
+                writePrimitiveType(elementType, elementValue, 0);
+            }
+        } else {
+            for (Object elementValue : json) {
+                writeGroupType(elementType, (JSON) elementValue, 0);
+            }
+        }
+
+        recordConsumer.endGroup();
+        recordConsumer.endField("list", 0);
+        // list end
+        recordConsumer.endGroup();
+
+        recordConsumer.endField(groupType.getName(), index);
+    }
+
+    private void writeStruct(GroupType groupType, JSON value, int index) {
+        if (value == null) {
+            return;
+        }
+        JSONObject json = (JSONObject) value;
+        if (json.isEmpty()) {
+            return;
+        }
+
+        recordConsumer.startField(groupType.getName(), index);
+        // struct start
+        recordConsumer.startGroup();
+
+        writeFields(groupType.getFields(), json);
+        recordConsumer.endGroup();
+        // struct end
+        recordConsumer.endField(groupType.getName(), index);
+    }
+
+    private void writePrimitiveType(Type type, Object value, int index) {
+        if (value == null) {
+            return;
+        }
+
+        recordConsumer.startField(type.getName(), index);
+        PrimitiveType primitiveType = type.asPrimitiveType();
+
+        switch (primitiveType.getPrimitiveTypeName()) {
+            case BOOLEAN:
+                recordConsumer.addBoolean((Boolean) value);
+                break;
+            case FLOAT:
+                if (value instanceof Float) {
+                    recordConsumer.addFloat(((Float) value).floatValue());
+                } else if (value instanceof Double) {
+                    recordConsumer.addFloat(((Double) value).floatValue());
+                } else if (value instanceof Long) {
+                    recordConsumer.addFloat(((Long) value).floatValue());
+                } else if (value instanceof Integer) {
+                    recordConsumer.addFloat(((Integer) value).floatValue());
+                }
+                break;
+            case DOUBLE:
+                if (value instanceof Float) {
+                    recordConsumer.addDouble(((Float) value).doubleValue());
+                } else if (value instanceof Double) {
+                    recordConsumer.addDouble(((Double) value).doubleValue());
+                } else if (value instanceof Long) {
+                    recordConsumer.addDouble(((Long) value).doubleValue());
+                } else if (value instanceof Integer) {
+                    recordConsumer.addDouble(((Integer) value).doubleValue());
+                }
+                break;
+            case INT32:
+                if (value instanceof Integer) {
+                    recordConsumer.addInteger((Integer) value);
+                } else if (value instanceof Long) {
+                    recordConsumer.addInteger(((Long) value).intValue());
+                } else {
+                    new IllegalArgumentException(
+                            String.format("Invalid value: %s(clazz: %s) for field: %s", value, value.getClass(), type.getName())
+                    );
+                }
+                break;
+            case INT64:
+            case INT96:
+                if (value instanceof Integer) {
+                    recordConsumer.addLong(((Integer) value).longValue());
+                } else if (value instanceof Long) {
+                    recordConsumer.addInteger(((Long) value).intValue());
+                } else {
+                    new IllegalArgumentException(
+                            String.format("Invalid value: %s(clazz: %s) for field: %s", value, value.getClass(), type.getName())
+                    );
+                }
+                break;
+            case BINARY:
+            default:
+                recordConsumer.addBinary(Binary.fromString((String) value));
+                break;
+        }
+        recordConsumer.endField(type.getName(), index);
+    }
+
+    private void writePrimitiveType(Type type, Column value, int index) {
+        if (value == null || value.getRawData() == null) {
+            return;
+        }
+
+        recordConsumer.startField(type.getName(), index);
+        PrimitiveType primitiveType = type.asPrimitiveType();
+        switch (primitiveType.getPrimitiveTypeName()) {
+            case BOOLEAN:
+                recordConsumer.addBoolean(value.asBoolean());
+                break;
+            case FLOAT:
+                recordConsumer.addFloat(value.asDouble().floatValue());
+                break;
+            case DOUBLE:
+                recordConsumer.addDouble(value.asDouble());
+                break;
+            case INT32:
+                recordConsumer.addInteger(value.asLong().intValue());
+                break;
+            case INT64:
+            case INT96:
+                recordConsumer.addLong(value.asLong());
+                break;
+            case BINARY:
+                String valueAsString2Write = null;
+                if (Column.Type.DATE == value.getType() && null != this.dateParse) {
+                    valueAsString2Write = dateParse.format(value.asDate());
+                }
+                else {
+                    valueAsString2Write = value.asString();
+                }
+                recordConsumer.addBinary(Binary.fromString(valueAsString2Write));
+                break;
+            default:
+                recordConsumer.addBinary(Binary.fromString(value.asString()));
+                break;
+        }
+        recordConsumer.endField(type.getName(), index);
+    }
+}
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HandlerUtil.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HandlerUtil.java
new file mode 100644
index 00000000..488c119c
--- /dev/null
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HandlerUtil.java
@@ -0,0 +1,38 @@
+package com.alibaba.datax.plugin.writer.osswriter.util;
+
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.core.util.container.CoreConstant;
+import com.alibaba.datax.plugin.writer.osswriter.Key;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 16:35
+ */
+public class HandlerUtil {
+
+    private static final Logger LOG = LoggerFactory.getLogger(HandlerUtil.class);
+
+    /**
+     * 将configuration处理成 ODPS->OSS的 config
+     *
+     * @param jobConfiguration
+     */
+    public static void preHandler(Configuration jobConfiguration) {
+        LOG.info("================ OssWriter Phase 1 preHandler starting... ================ ");
+        Configuration writerOriginPluginConf = jobConfiguration.getConfiguration(
+                CoreConstant.DATAX_JOB_CONTENT_WRITER_PARAMETER);
+        Configuration writerOssPluginConf = writerOriginPluginConf.getConfiguration(Key.OSS_CONFIG);
+        Configuration newWriterPluginConf = Configuration.newDefault();
+        jobConfiguration.remove(CoreConstant.DATAX_JOB_CONTENT_WRITER_PARAMETER);
+        //将postgresqlwriter的pg配置注入到postgresqlConfig中, 供后面的postHandler使用
+        writerOriginPluginConf.remove(Key.OSS_CONFIG);
+        newWriterPluginConf.set(Key.POSTGRESQL_CONFIG, writerOriginPluginConf);
+        newWriterPluginConf.merge(writerOssPluginConf, true);
+        //设置writer的名称为osswriter
+        jobConfiguration.set(CoreConstant.DATAX_JOB_CONTENT_WRITER_NAME, "osswriter");
+        jobConfiguration.set(CoreConstant.DATAX_JOB_CONTENT_WRITER_PARAMETER, newWriterPluginConf);
+        LOG.info("================ OssWriter Phase 1 preHandler end... ================ ");
+    }
+}
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HdfsParquetUtil.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HdfsParquetUtil.java
new file mode 100644
index 00000000..ccd3aa35
--- /dev/null
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HdfsParquetUtil.java
@@ -0,0 +1,145 @@
+package com.alibaba.datax.plugin.writer.osswriter.util;
+
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.writer.hdfswriter.HdfsWriter;
+import com.alibaba.datax.plugin.writer.osswriter.Key;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.commons.lang3.Validate;
+import org.apache.hadoop.fs.FileSystem;
+import org.apache.hadoop.fs.Path;
+import org.apache.hadoop.fs.aliyun.oss.AliyunOSSFileSystem;
+import org.apache.hadoop.mapred.JobConf;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 16:35
+ */
+public class HdfsParquetUtil {
+
+
+    private static final Logger logger = LoggerFactory.getLogger(HdfsParquetUtil.class);
+
+    public static boolean isUseHdfsWriterProxy( String fileFormat){
+        if("orc".equalsIgnoreCase(fileFormat) || "parquet".equalsIgnoreCase(fileFormat)){
+            return true;
+        }
+        return false;
+    }
+
+    /**
+     * 配置writerSliceConfig 适配hdfswriter写oss parquet
+     * https://help.aliyun.com/knowledge_detail/74344.html
+     * @param hdfsWriterJob
+     * @param writerSliceConfig
+     */
+    public static void adaptConfiguration(HdfsWriter.Job hdfsWriterJob, Configuration writerSliceConfig){
+        String fileFormat = writerSliceConfig.getString(
+                com.alibaba.datax.plugin.unstructuredstorage.writer.Key.FILE_FORMAT,
+                com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.FILE_FORMAT_TEXT);
+
+        String bucket = writerSliceConfig.getString(Key.BUCKET);
+        String fs =String.format("oss://%s",bucket);
+        writerSliceConfig.set(com.alibaba.datax.plugin.writer.hdfswriter.Key.DEFAULT_FS,fs);
+        writerSliceConfig.set(com.alibaba.datax.plugin.writer.hdfswriter.Key.FILE_TYPE,
+                writerSliceConfig.getString(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.FILE_FORMAT));
+
+        /**
+         *  "writeMode"、 "compress"、"encoding" 、path、fileName 相互一致
+         */
+        JSONObject hadoopConfig = new JSONObject();
+        hadoopConfig.put(Key.FS_OSS_ACCESSID,writerSliceConfig.getString(Key.ACCESSID));
+        hadoopConfig.put(Key.FS_OSS_ACCESSKEY,writerSliceConfig.getString(Key.ACCESSKEY));
+        hadoopConfig.put(Key.FS_OSS_ENDPOINT,writerSliceConfig.getString(Key.ENDPOINT));
+        writerSliceConfig.set(Key.HDOOP_CONFIG,Configuration.from(JSON.toJSONString(hadoopConfig)));
+
+        String object = writerSliceConfig.getString(Key.OBJECT);
+        String path = writerSliceConfig.getString(Key.PATH);
+        String fielName = writerSliceConfig.getString(Key.FILE_NAME);
+
+        if (StringUtils.isNotBlank(object) && (StringUtils.isNotBlank(path) || StringUtils.isNotBlank(fielName))) {
+            logger.warn("You configure both the \"object\" property and the \"path\" or \"fileName\" property, ignoring the object property. "
+                    + "It is recommended to remove the \"path\" or \"fileName\" attribute, which has been deprecated.");
+        }
+
+        //兼容之前配置了PATH的datax任务, 如果已经配置了PATH，则无需从object里解析
+        if (StringUtils.isBlank(path)) {
+            Validate.notBlank(object, "object can't be blank!");
+            writerSliceConfig.set(Key.PATH, getPathAndFileNameFromObject(object.trim()).get(Key.PATH));
+        }
+        //兼容之前配置了fileName的datax任务，如果已经配置了fileName，则无需从object里解析
+        if (StringUtils.isBlank(fielName)) {
+            Validate.notBlank(object, "object can't be blank!");
+            writerSliceConfig.set(Key.FILE_NAME, getPathAndFileNameFromObject(object.trim()).get(Key.FILE_NAME));
+        }
+        if (StringUtils.equalsIgnoreCase(fileFormat, "parquet")) {
+            hdfsWriterJob.unitizeParquetConfig(writerSliceConfig);
+        }
+
+    }
+
+
+
+    /**
+     * 从object中 解析出 path和fileName
+     *
+     * 举例1：
+     * /hello/aaa/bbb/ccc.txt
+     * path: /hello/aaa/bbb
+     * fileName: ccc.txt
+     *
+     * 举例2:
+     * hello/aaa/bbb/ccc.txt
+     * path: /hello/aaa/bbb
+     * fileName: ccc.txt
+     *
+     * 举例3:
+     * ccc.txt
+     * path: /
+     * fileName: ccc.txt
+     *
+     * 举例4:
+     * /ccc.txt
+     * path: /
+     * fileName: ccc.txt
+     *
+     * @param object
+     * @return
+     */
+    public static Map<String, String> getPathAndFileNameFromObject(String object) {
+        Map<String, String> pathAndFileName = new HashMap<>();
+
+        boolean isContainsBackslash = object.contains("/");
+
+        //object里没有包含"/", 则将path设置为 "/", fileName设置为 object
+        if (!isContainsBackslash) {
+            pathAndFileName.put(Key.PATH, "/");
+            pathAndFileName.put(Key.FILE_NAME, object);
+            return pathAndFileName;
+        }
+
+        if (!object.startsWith("/")) {
+            object = "/" + object;
+        }
+
+        int lastIndex = object.lastIndexOf("/");
+        String path = object.substring(0, lastIndex);
+        String fileName = object.substring(lastIndex + 1);
+
+        path = StringUtils.isNotBlank(path) ? path : "/";
+
+        logger.info("path: {}", path);
+        logger.info("fileName: {}", fileName);
+
+        pathAndFileName.put(Key.PATH, path);
+        pathAndFileName.put(Key.FILE_NAME, fileName);
+        return pathAndFileName;
+    }
+}
diff --git a/otsreader/pom.xml b/otsreader/pom.xml
index bd017423..eaac8804 100644
--- a/otsreader/pom.xml
+++ b/otsreader/pom.xml
@@ -10,6 +10,17 @@
     <name>otsreader</name>
 
     <dependencies>
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-api</artifactId>
+            <version>2.17.1</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-core</artifactId>
+            <version>2.17.1</version>
+        </dependency>
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>datax-common</artifactId>
@@ -34,6 +45,16 @@
             <groupId>com.aliyun.openservices</groupId>
             <artifactId>ots-public</artifactId>
             <version>2.2.4</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>log4j-api</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>log4j-core</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+            </exclusions>
         </dependency> 
         <dependency>
             <groupId>com.google.code.gson</groupId>
diff --git a/otsstreamreader/pom.xml b/otsstreamreader/pom.xml
index 2a12872f..cb4a6206 100644
--- a/otsstreamreader/pom.xml
+++ b/otsstreamreader/pom.xml
@@ -13,6 +13,17 @@
     <version>0.0.1</version>
 
     <dependencies>
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-api</artifactId>
+            <version>2.17.1</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-core</artifactId>
+            <version>2.17.1</version>
+        </dependency>
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>datax-common</artifactId>
@@ -33,6 +44,16 @@
             <groupId>com.aliyun.openservices</groupId>
             <artifactId>tablestore-streamclient</artifactId>
             <version>1.0.0</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>log4j-api</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>log4j-core</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+            </exclusions>
         </dependency>
         <dependency>
             <groupId>com.google.code.gson</groupId>
diff --git a/otsstreamreader/src/main/resources/plugin.json b/otsstreamreader/src/main/resources/plugin.json
index 9a70a47a..57071d6f 100644
--- a/otsstreamreader/src/main/resources/plugin.json
+++ b/otsstreamreader/src/main/resources/plugin.json
@@ -2,5 +2,5 @@
   "name": "otsstreamreader",
   "class": "com.alibaba.datax.plugin.reader.otsstreamreader.internal.OTSStreamReader",
   "description": "",
-  "developer": "zhaofeng.zhou@alibaba-inc.com"
+  "developer": "alibaba"
 }
diff --git a/otswriter/pom.xml b/otswriter/pom.xml
index 8677c8ab..cb255e1f 100644
--- a/otswriter/pom.xml
+++ b/otswriter/pom.xml
@@ -10,6 +10,17 @@
     <name>otswriter</name>
 
     <dependencies>
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-api</artifactId>
+            <version>2.17.1</version>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.logging.log4j</groupId>
+            <artifactId>log4j-core</artifactId>
+            <version>2.17.1</version>
+        </dependency>
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>datax-common</artifactId>
@@ -34,6 +45,16 @@
             <groupId>com.aliyun.openservices</groupId>
             <artifactId>ots-public</artifactId>
             <version>2.2.4</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>log4j-api</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+                <exclusion>
+                    <artifactId>log4j-core</artifactId>
+                    <groupId>org.apache.logging.log4j</groupId>
+                </exclusion>
+            </exclusions>
         </dependency> 
         <dependency>
             <groupId>com.google.code.gson</groupId>
diff --git a/package.xml b/package.xml
index 882dd23b..456f780c 100755
--- a/package.xml
+++ b/package.xml
@@ -131,6 +131,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>tdenginereader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>streamreader/target/datax/</directory>
             <includes>
@@ -180,6 +187,34 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>gdbreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>hbase11xsqlreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>hbase20xsqlreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>tsdbreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
 
         <!-- writer -->
         <fileSet>
@@ -189,6 +224,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>tdenginewriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>drdswriter/target/datax/</directory>
             <includes>
@@ -322,13 +364,6 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
-        <fileSet>
-            <directory>hbase11xsqlreader/target/datax/</directory>
-            <includes>
-                <include>**/*.*</include>
-            </includes>
-            <outputDirectory>datax</outputDirectory>
-        </fileSet>
         <fileSet>
             <directory>elasticsearchwriter/target/datax/</directory>
             <includes>
@@ -336,13 +371,6 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
-        <fileSet>
-            <directory>hbase20xsqlreader/target/datax/</directory>
-            <includes>
-                <include>**/*.*</include>
-            </includes>
-            <outputDirectory>datax</outputDirectory>
-        </fileSet>
         <fileSet>
             <directory>hbase20xsqlwriter/target/datax/</directory>
             <includes>
@@ -392,5 +420,26 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>gdbwriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>kuduwriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>hologresjdbcwriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
     </fileSets>
 </assembly>
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/FileFormat.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/FileFormat.java
new file mode 100644
index 00000000..b9368e67
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/FileFormat.java
@@ -0,0 +1,97 @@
+package com.alibaba.datax.plugin.unstructuredstorage;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.Constant;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.Key;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderErrorCode;
+import org.apache.commons.lang3.StringUtils;
+
+import java.util.Arrays;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 16:04
+ */
+public enum  FileFormat {
+    TEXT("text"),
+    CSV("csv"),
+    EXCEL("excel"),
+    BINARY("binary");
+
+    private String fileFormat;
+
+    private boolean isText;
+    private boolean isCsv;
+    private boolean isExcel;
+    private boolean isBinary;
+
+    FileFormat(String fileFormat) {
+        this.fileFormat = fileFormat.toLowerCase();
+    }
+
+    /**
+     * 获取文件类型: 目前支持text,csv,excel,binary
+     * @param configuration
+     * @return
+     */
+    public static FileFormat getFileFormatByConfiguration(Configuration configuration) {
+        String fileFormat = configuration.getString(Key.FILE_FORMAT, Constant.DEFAULT_FILE_FORMAT);
+        return FileFormat.getByTypeName(fileFormat);
+    }
+
+    public String getFileFormat() {
+        return this.fileFormat;
+    }
+
+    public static FileFormat getByTypeName(String fileFormat) {
+        for (FileFormat fFormat : values()) {
+            if (fFormat.fileFormat.equalsIgnoreCase(fileFormat)) {
+                return fFormat;
+            }
+        }
+        throw DataXException.asDataXException(UnstructuredStorageReaderErrorCode.ILLEGAL_VALUE,
+               String.format("DataX 不支持该 fileFormat 类型:%s, 目前支持的 fileFormat 类型是:%s", fileFormat, Arrays.asList(values())));
+    }
+
+    public boolean equalsIgnoreCase(String fileFormat){
+        return StringUtils.equalsIgnoreCase(fileFormat, this.fileFormat);
+    }
+
+    public boolean isText() {
+        return this.equalsIgnoreCase(Constant.FILE_FORMAT_TEXT);
+    }
+
+    public void setText(boolean text) {
+        isText = text;
+    }
+
+    public boolean isCsv() {
+        return this.equalsIgnoreCase(Constant.FILE_FORMAT_CSV);
+    }
+
+    public void setCsv(boolean csv) {
+        isCsv = csv;
+    }
+
+    public boolean isExcel() {
+        return this.equalsIgnoreCase(Constant.FILE_FORMAT_EXCEL);
+    }
+
+    public void setExcel(boolean excel) {
+        isExcel = excel;
+    }
+
+    public boolean isBinary() {
+        return this.equalsIgnoreCase(Constant.FILE_FORMAT_BINARY);
+    }
+
+    public void setBinary(boolean binary) {
+        isBinary = binary;
+    }
+
+    @Override
+    public String toString(){
+        return this.fileFormat;
+    }
+}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings.properties b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings.properties
new file mode 100644
index 00000000..d53d4749
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings.properties
@@ -0,0 +1 @@
+fileformaterror.1=DataX \u4E0D\u652F\u6301\u8BE5 fileFormat \u7C7B\u578B:{0}, \u76EE\u524D\u652F\u6301\u7684 fileFormat \u7C7B\u578B\u662F:{1}
\ No newline at end of file
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_en_US.properties b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_en_US.properties
new file mode 100644
index 00000000..d53d4749
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_en_US.properties
@@ -0,0 +1 @@
+fileformaterror.1=DataX \u4E0D\u652F\u6301\u8BE5 fileFormat \u7C7B\u578B:{0}, \u76EE\u524D\u652F\u6301\u7684 fileFormat \u7C7B\u578B\u662F:{1}
\ No newline at end of file
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_ja_JP.properties b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_ja_JP.properties
new file mode 100644
index 00000000..d53d4749
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_ja_JP.properties
@@ -0,0 +1 @@
+fileformaterror.1=DataX \u4E0D\u652F\u6301\u8BE5 fileFormat \u7C7B\u578B:{0}, \u76EE\u524D\u652F\u6301\u7684 fileFormat \u7C7B\u578B\u662F:{1}
\ No newline at end of file
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_CN.properties b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_CN.properties
new file mode 100644
index 00000000..d53d4749
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_CN.properties
@@ -0,0 +1 @@
+fileformaterror.1=DataX \u4E0D\u652F\u6301\u8BE5 fileFormat \u7C7B\u578B:{0}, \u76EE\u524D\u652F\u6301\u7684 fileFormat \u7C7B\u578B\u662F:{1}
\ No newline at end of file
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_HK.properties b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_HK.properties
new file mode 100644
index 00000000..b92a73ec
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_HK.properties
@@ -0,0 +1 @@
+fileformaterror.1=DataX \u4E0D\u652F\u6301\u8BE5 fileFormat \u7C7B\u578B:{0}, \u76EE\u524D\u652F\u6301\u7684 fileFormat \u7C7B\u578B\u662F:{1}fileformaterror.1=DataX不支持該fileFormat類型：{0}，現時支持的fileFormat類型是：{1}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_TW.properties b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_TW.properties
new file mode 100644
index 00000000..b92a73ec
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/LocalStrings_zh_TW.properties
@@ -0,0 +1 @@
+fileformaterror.1=DataX \u4E0D\u652F\u6301\u8BE5 fileFormat \u7C7B\u578B:{0}, \u76EE\u524D\u652F\u6301\u7684 fileFormat \u7C7B\u578B\u662F:{1}fileformaterror.1=DataX不支持該fileFormat類型：{0}，現時支持的fileFormat類型是：{1}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/Constant.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/Constant.java
index 7c6bc139..6be46cb2 100755
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/Constant.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/Constant.java
@@ -10,4 +10,47 @@ public class Constant {
 	public static final String DEFAULT_NULL_FORMAT = "\\N";
 	
     public static final Integer DEFAULT_BUFFER_SIZE = 8192;
+
+	public static final String FILE_FORMAT_CSV = "csv";
+
+	public static final String FILE_FORMAT_TEXT = "text";
+
+	public static final String FILE_FORMAT_EXCEL = "excel";
+
+	public static final String FILE_FORMAT_BINARY = "binary";
+
+	public static final String DEFAULT_FILE_FORMAT = "csv";
+
+	public static final Boolean DEFAULE_SKIP_TEXT_EMPTY_RECORDS = true;
+
+	public static final String EXCEL_VERSION_03_OR_EARLIER = "03_OR_EARLIER";
+
+	public static final String EXCEL_VERSION_07_OR_LATER = "07_OR_LATER";
+
+	/**
+	 * 文件全限定名
+	 * */
+	public static final String SOURCE_FILE = "sourceFile";
+
+	/**
+	 * 单纯的文件名
+	 * */
+	public static final String SOURCE_FILE_NAME = "sourceFileName";
+
+	public static final boolean DEFAULT_OUTPUT_SHEET_NAME = false;
+
+	/**
+	 * TODO 暂时先不考虑整个文件夹同步
+	 * 在同步音视频等二进制文件的情况下:
+	 * 半结构读插件(txtfilreader, ftpreader, hdfsreader, ossreader)需要将相对文件路径注入 RELATIVE_SOURCE_FILE 属性
+	 * 目的是半结构化写插件可以统一使用 RELATIVE_SOURCE_FILE 获取到读端插件的所有二进制文件名及其相对路径。
+	 * 举个栗子:
+	 * 读端插件PATH配置了/home/admin/myapp/
+	 */
+	public static final String RELATIVE_SOURCE_FILE = "relativeSourceFile";
+
+	/**
+	 * 默认读取二进制文件一次性读取的Byte数目: 1048576 Byte [1MB]
+	 */
+	public static final int DEFAULT_BLOCK_SIZE_IN_BYTE = 1048576;
 }
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/Key.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/Key.java
index bb5bf59f..71e13ad2 100755
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/Key.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/Key.java
@@ -28,4 +28,63 @@ public class Key {
 
 	public static final String CSV_READER_CONFIG = "csvReaderConfig";
 
+	public static final String MARK_DONE_FILE_NAME = "markDoneFileName";
+
+	public static final String MARK_DOING_FILE_NAME = "markDoingFileName";
+
+	// public static final String RETRY_TIME = "retryTime";
+	public final static String MAX_RETRY_TIME = "maxRetryTime";
+
+	public final static String RETRY_INTERVAL = "retryInterval";
+
+	public static final String TEXT_READER_CONFIG = "textReaderConfig";
+
+	public static final String SKIP_EMPTY_RECORDS = "skipEmptyRecords";
+
+	public static final String EXCEL_READER_CONFIG = "excelReaderConfig";
+
+	public static final String EXCEL_SHEET_NAME = "excelSheetName";
+
+	public static final String VERSION = "version";
+
+	public static final String OUTPUT_SHEET_NAME = "outputSheetName";
+
+	/**
+	 * csv or text or excel
+	 */
+	public static final String FILE_FORMAT = "fileFormat";
+
+	/**
+	 * 是否把一个file当做一个column
+	 */
+	public static final String FILE_AS_COLUMN = "fileAsColumn";
+
+	/**
+	 * 读取二进制文件一次性读取的Byte数目
+	 */
+	public static final String BLOCK_SIZE_IN_BYTE = "blockSizeInByte";
+
+	/**
+	 * 半结构化标示一个Record来源的绝对文件路径名，可以是ftp文件，oss的object等
+	 * */
+	public static final String META_KEY_FILE_PATH = "filePath";
+
+	/**
+	 * 多文件切分的工作项，Task通过此配置项表示工作内容, 文件内部切分相关key
+	 */
+	public static final String SPLIT_SLICE_CONFIG = "__splitSliceConfig";
+	public static final String SPLIT_SLICE_FILE_PATH = "filePath";
+	public static final String SPLIT_SLICE_START_POINT = "startPoint";
+	public static final String SPLIT_SLICE_END_POINT = "endPoint";
+
+	/**
+	 * tar.gz压缩包，支持配置 tarFileFilterPattern 参数，来过滤要同步的文件
+	 * For Example:
+	 * "tarFileFilterPattern" ： "*.dat"
+	 *
+	 * 同步的时候，只同步 tar.gz 里面文件名后缀为 .dat 的文件
+	 */
+	public static final String TAR_FILE_FILTER_PATTERN = "tarFileFilterPattern";
+	public static final String ENABLE_INNER_SPLIT = "enableInnerSplit";
+
 }
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/UnstructuredStorageReaderUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/UnstructuredStorageReaderUtil.java
index 423f66db..645971d0 100755
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/UnstructuredStorageReaderUtil.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/UnstructuredStorageReaderUtil.java
@@ -26,10 +26,7 @@ import org.slf4j.LoggerFactory;
 import java.io.*;
 import java.nio.charset.UnsupportedCharsetException;
 import java.text.DateFormat;
-import java.util.ArrayList;
-import java.util.Date;
-import java.util.HashMap;
-import java.util.List;
+import java.util.*;
 
 public class UnstructuredStorageReaderUtil {
 	private static final Logger LOG = LoggerFactory
@@ -695,4 +692,27 @@ public class UnstructuredStorageReaderUtil {
 			LOG.info(String.format("CsvReader使用默认值[%s],csvReaderConfig值为[%s]",JSON.toJSONString(csvReader),JSON.toJSONString(UnstructuredStorageReaderUtil.csvReaderConfigMap)));
 		}
 	}
+
+	public static Map<String, String> buildRecordMeta(String filePath) {
+		Map<String, String> meta = new HashMap<String, String>();
+		// 上下文filePath元数据注入, 目前传递的是纯文件名
+		// File file = new File(filePath);
+		// meta.put(Key.META_KEY_FILE_PATH, file.getName());
+		meta.put(Key.META_KEY_FILE_PATH, filePath);
+		return meta;
+	}
+
+	public static void setSourceFileName(Configuration configuration, List<String> sourceFiles){
+		List<String> sourceFilesName = new ArrayList<String>();
+		File file;
+		for (String sourceFile: sourceFiles){
+			file = new File(sourceFile);
+			sourceFilesName.add(file.getName());
+		}
+		configuration.set(Constant.SOURCE_FILE_NAME, sourceFilesName);
+	}
+
+	public static void setSourceFile(Configuration configuration, List<String> sourceFiles){
+		configuration.set(Constant.SOURCE_FILE, sourceFiles);
+	}
 }
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/binaryFileUtil/BinaryFileReaderUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/binaryFileUtil/BinaryFileReaderUtil.java
new file mode 100644
index 00000000..a7d846b3
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/binaryFileUtil/BinaryFileReaderUtil.java
@@ -0,0 +1,62 @@
+package com.alibaba.datax.plugin.unstructuredstorage.reader.binaryFileUtil;
+
+import com.alibaba.datax.common.element.BytesColumn;
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordSender;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.Key;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderErrorCode;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderUtil;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.Arrays;
+import java.util.HashMap;
+import java.util.Map;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 15:59
+ */
+public class BinaryFileReaderUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(BinaryFileReaderUtil.class);
+
+    public static void readFromStream(InputStream inputStream, String filePath, RecordSender recordSender, int blockSizeInByte) {
+        try {
+            Map<String, String> meta = UnstructuredStorageReaderUtil.buildRecordMeta(filePath);
+            byte[] tmp = new byte[blockSizeInByte];
+            int len;
+            ByteUtils byteUtils = new ByteUtils();
+            while ((len = inputStream.read(tmp)) != -1) {
+                /**如果len小于blockSizeInByte,说明已经读到了最后一个byte数组
+                 * 此时需要将byte数组长度调整为实际读到的字节数,
+                 * 否则会导致写入目的文件字节数大于实际文件字节数, 有可能会导致文件损坏(比如pptx, docx等文件)
+                 */
+                // warn: 这里可以优化掉，没必要做一次数组拷贝，直接复用byte[] tmp即可
+                byte[] readBytesArray = Arrays.copyOf(tmp, len);
+                byteUtils.append(readBytesArray);
+                if (byteUtils.getSize() >= blockSizeInByte) {
+                    recordSenderBytesColumn(recordSender, byteUtils.getBuffer(), meta);
+                    byteUtils.clear();
+                }
+            }
+            recordSenderBytesColumn(recordSender, byteUtils.getBuffer(), meta);
+            LOG.info("End read!!!");
+        } catch (IOException e) {
+            throw DataXException.asDataXException(UnstructuredStorageReaderErrorCode.READ_FILE_IO_ERROR, e);
+        }
+    }
+
+    private static void recordSenderBytesColumn(RecordSender recordSender, byte[] tmp, Map<String, String> meta){
+        Record record = recordSender.createRecord();
+        Column column = new BytesColumn(tmp);
+        record.addColumn(column);
+        record.setMeta(meta);
+        recordSender.sendToWriter(record);
+    }
+
+
+}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/binaryFileUtil/ByteUtils.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/binaryFileUtil/ByteUtils.java
new file mode 100644
index 00000000..14ba9c47
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/binaryFileUtil/ByteUtils.java
@@ -0,0 +1,48 @@
+package com.alibaba.datax.plugin.unstructuredstorage.reader.binaryFileUtil;
+
+import java.util.Arrays;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 16:00
+ */
+public class ByteUtils {
+
+    private int size;
+    private int kDefaultBufferSize = 0;
+    private byte[] buffer;
+
+    public byte[] getBuffer() {
+        return buffer;
+    }
+
+    public ByteUtils() {
+        buffer = new byte[0];
+        size = 0;
+    }
+
+    public long getSize() {
+        return size;
+    }
+
+    public void setSize(int size) {
+        this.size = size;
+    }
+
+    public ByteUtils append(byte[] buf) {
+
+        if (buf == null){
+            return this;
+        }
+        buffer = Arrays.copyOf(buffer, buffer.length + buf.length);
+        System.arraycopy(buf, 0, buffer, size, buf.length);
+        size += buf.length;
+        return this;
+    }
+
+    public void clear()
+    {
+        buffer = new byte[kDefaultBufferSize];
+        size = 0;
+    }
+}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/StartEndPair.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/StartEndPair.java
new file mode 100644
index 00000000..aa021c99
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/StartEndPair.java
@@ -0,0 +1,49 @@
+package com.alibaba.datax.plugin.unstructuredstorage.reader.split;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 15:50
+ */
+public class StartEndPair {
+    private Long start;
+    private Long end;
+    private String filePath;
+
+    public StartEndPair() {
+    }
+
+    public StartEndPair(Long start, Long end, String filePath) {
+        this.start = start;
+        this.end = end;
+        this.filePath = filePath;
+    }
+
+    public Long getEnd() {
+        return end;
+    }
+
+    public void setEnd(Long end) {
+        this.end = end;
+    }
+
+    public Long getStart() {
+        return start;
+    }
+
+    public void setStart(Long start) {
+        this.start = start;
+    }
+
+    public String getFilePath() {
+        return filePath;
+    }
+
+    public void setFilePath(String filePath) {
+        this.filePath = filePath;
+    }
+
+    @Override
+    public String toString() {
+        return "StartEndPair [start=" + start + ", end=" + end + ", filePath=" + filePath + "]";
+    }
+}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/UnstructuredSplitUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/UnstructuredSplitUtil.java
new file mode 100644
index 00000000..8087ed63
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/UnstructuredSplitUtil.java
@@ -0,0 +1,191 @@
+package com.alibaba.datax.plugin.unstructuredstorage.reader.split;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.RangeSplitUtil;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.Key;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderErrorCode;
+import com.alibaba.fastjson.JSON;
+import org.apache.commons.io.FileUtils;
+import org.apache.commons.lang3.tuple.ImmutableTriple;
+import org.apache.commons.lang3.tuple.Triple;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.io.InputStream;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 15:49
+ */
+public abstract class UnstructuredSplitUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(UnstructuredSplitUtil.class);
+    private boolean needInnerSplit;
+    // 对每个文件进行切分的块大小是 64MB
+    // warn: 这个最好弄成可配置的， 用户配置channel为2但是有10个文件，不一定需要文件内部切分；
+    // 弄成可配置的有些情况下可以避免文件内部切分切分的task太碎
+    private static final Long BLOCK_BYTE_CAPACITY = 64 * FileUtils.ONE_MB;
+
+    public UnstructuredSplitUtil(boolean needInnerSplit) {
+        this.needInnerSplit = needInnerSplit;
+    }
+
+    public List<Configuration> getSplitConfiguration(Configuration originConfiguration, List<String> sourceObjectList,
+                                                     int adviceNumber) {
+
+        List<Configuration> splitConfiguration = new ArrayList<Configuration>();
+        List<StartEndPair> regulateSplitStartEndPairList = new ArrayList<StartEndPair>();
+
+        for (String object : sourceObjectList) {
+            boolean realNeedInnerSplit = false;
+            Long contentTotalLength = -1L;
+            if (this.needInnerSplit) {
+                // 减少不必要的oss接口调用
+                contentTotalLength = this.getFileTotalLength(object);
+                if (isNeedSplit(contentTotalLength)) {
+                    realNeedInnerSplit = true;
+                }
+            }
+            // warn: 数据读模式允许文件内部切分，并且文件大小满足
+            if (realNeedInnerSplit) {
+                List<StartEndPair> startEndPairList = getSplitStartEndPairList(contentTotalLength, object);
+                List<Triple<Long, Long, InputStream>> startEndInputStreamTripleList = new ArrayList<Triple<Long, Long, InputStream>>();
+                for (int i = 0; i < startEndPairList.size(); i++) {
+                    StartEndPair startEndPair = startEndPairList.get(i);
+                    InputStream inputStream = this.getFileInputStream(startEndPair);
+                    Triple<Long, Long, InputStream> startEndInputStreamTriple = new ImmutableTriple<Long, Long, InputStream>(
+                            startEndPair.getStart(), startEndPair.getEnd(), inputStream);
+                    startEndInputStreamTripleList.add(startEndInputStreamTriple);
+                }
+                regulateSplitStartEndPairList.addAll(regulateSplitStartEndPair(startEndInputStreamTripleList, object));
+            } else {
+                // 如果指定的Range无效(比如开始位置、结束位置为负数，大于文件大小)，则会下载整个文件；
+                StartEndPair startEndPair = new StartEndPair(0L, -1L, object);
+                regulateSplitStartEndPairList.add(startEndPair);
+            }
+        }
+
+        // merge task 将多个文件merge到一个task中执行
+        List<List<StartEndPair>> splitResult = RangeSplitUtil.doListSplit(regulateSplitStartEndPairList, adviceNumber);
+        // at here this.objects is not null and not empty
+        for (List<StartEndPair> eachSlice : splitResult) {
+            Configuration splitedConfig = originConfiguration.clone();
+            splitedConfig.set(Key.SPLIT_SLICE_CONFIG, eachSlice);
+            splitConfiguration.add(splitedConfig);
+            LOG.info(String.format("File to be read:%s", JSON.toJSONString(eachSlice)));
+        }
+        return splitConfiguration;
+    }
+
+    /**
+     * 对原始的切分点位进行调节校准, 将点位落在每一行数据的换行符处
+     *
+     * @param startEndInputStreamTripleList
+     *            原始的切分点位及inputstream (start, end, inputStream)
+     * @return
+     */
+    private List<StartEndPair> regulateSplitStartEndPair(
+            List<Triple<Long, Long, InputStream>> startEndInputStreamTripleList, String filePath) {
+        List<StartEndPair> regulatedStartEndPairList = new ArrayList<StartEndPair>();
+
+        for (int i = 0; i < startEndInputStreamTripleList.size(); i++) {
+            if (i == 0) {
+                Triple<Long, Long, InputStream> firstBlock = startEndInputStreamTripleList.get(i);
+                StartEndPair startEndPair = new StartEndPair(firstBlock.getLeft(), null, filePath);
+                regulatedStartEndPairList.add(startEndPair);
+                continue;
+            }
+            Triple<Long, Long, InputStream> block = startEndInputStreamTripleList.get(i);
+            long start = block.getLeft();
+            long offset = 0;
+            // 对切分点位进行调节,将切分起始点移动到行尾(即'\n'上)
+            if (i < startEndInputStreamTripleList.size()) {
+                offset = getLFIndex(block.getRight());
+            }
+            // 调节正确的切分点位
+            long regulatedPoint = start + offset;
+            // 将上一个block的末尾点位调节成行尾
+            regulatedStartEndPairList.get(i - 1).setEnd(regulatedPoint);
+            if (i < startEndInputStreamTripleList.size() - 1) {
+                // 将本block起始点位进行调节, 结束点位暂不调节
+                regulatedStartEndPairList.add(new StartEndPair(regulatedPoint + 1, null, filePath));
+            } else {
+                // 调节最后一个block, 调节起始点位, 结束点位就用文件的字节总长度
+                regulatedStartEndPairList.add(new StartEndPair(regulatedPoint + 1, block.getMiddle(), filePath));
+            }
+        }
+        return regulatedStartEndPairList;
+    }
+
+    /**
+     * 获取到输入流开始的第一个'\n'偏移量, 如果向后偏移了ByteCapacity个字节,还是没有找到'\n'的话,则抛出异常 注:
+     * 对文件切分的最后一个分块不会调用该方法
+     *
+     * @param inputStream
+     *            输入流
+     * @return
+     */
+    private Long getLFIndex(InputStream inputStream) {
+        Long hasReadByteIndex = -1L;
+        int ch = 0;
+        while (ch != -1) {
+            try {
+                ch = inputStream.read();
+            } catch (IOException e) {
+                throw DataXException.asDataXException(UnstructuredStorageReaderErrorCode.READ_FILE_IO_ERROR,
+                        String.format("inputstream read Byte has exception: %s", e.getMessage()), e);
+            }
+            hasReadByteIndex++;
+            if (ch == '\n') {
+                return hasReadByteIndex;
+            }
+        }
+        return hasReadByteIndex;
+    }
+
+    /**
+     * 得到一个文件最多能拆分成的份数
+     *
+     * @param fileTotalLength
+     * @return
+     */
+    private List<StartEndPair> getSplitStartEndPairList(Long fileTotalLength, String filePath) {
+        long splitNum = (long) Math.ceil(fileTotalLength * 1.0 / BLOCK_BYTE_CAPACITY);
+        List<StartEndPair> startEndPairList = new ArrayList<StartEndPair>();
+        long start, end;
+        for (int i = 1; i <= splitNum; i++) {
+            if (i == 1) {
+                start = (i - 1) * BLOCK_BYTE_CAPACITY;
+                end = i * BLOCK_BYTE_CAPACITY;
+            } else if (i < splitNum) {
+                start = (i - 1) * BLOCK_BYTE_CAPACITY + 1;
+                end = i * BLOCK_BYTE_CAPACITY;
+            } else {
+                start = (i - 1) * BLOCK_BYTE_CAPACITY + 1;
+                end = fileTotalLength - 1;
+            }
+            StartEndPair startEndPair = new StartEndPair(start, end, filePath);
+            startEndPairList.add(startEndPair);
+        }
+        return startEndPairList;
+    }
+
+    /**
+     * 判断文件是否需要切分, 切分的条件是必须要大于 transport.channel.byteCapacity
+     *
+     * @param fileTotalLength:
+     *            文件总字节数
+     * @return
+     */
+    private boolean isNeedSplit(Long fileTotalLength) {
+        boolean fileSizeCouldSplit = fileTotalLength > BLOCK_BYTE_CAPACITY ? true : false;
+        return fileSizeCouldSplit && this.needInnerSplit;
+    }
+
+    public abstract Long getFileTotalLength(String filePath);
+
+    public abstract InputStream getFileInputStream(StartEndPair startEndPair);
+}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/ColumnTypeUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/ColumnTypeUtil.java
new file mode 100644
index 00000000..8215bc36
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/ColumnTypeUtil.java
@@ -0,0 +1,90 @@
+package com.alibaba.datax.plugin.unstructuredstorage.util;
+
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.ColumnEntry;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
+
+import java.util.ArrayList;
+import java.util.List;
+import java.util.Objects;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 16:40
+ */
+public class ColumnTypeUtil {
+
+    private static final String TYPE_NAME = "decimal";
+    private static final String LEFT_BRACKETS = "(";
+    private static final String RIGHT_BRACKETS = ")";
+    private static final String DELIM = ",";
+
+    public static boolean isDecimalType(String typeName){
+        return typeName.toLowerCase().startsWith(TYPE_NAME);
+    }
+
+    public static DecimalInfo getDecimalInfo(String typeName, DecimalInfo defaultInfo){
+        if(!isDecimalType(typeName)){
+            throw new IllegalArgumentException("Unsupported column type:" + typeName);
+        }
+
+        if (typeName.contains(LEFT_BRACKETS) && typeName.contains(RIGHT_BRACKETS)){
+            int precision = Integer.parseInt(typeName.substring(typeName.indexOf(LEFT_BRACKETS) + 1,typeName.indexOf(DELIM)).trim());
+            int scale = Integer.parseInt(typeName.substring(typeName.indexOf(DELIM) + 1,typeName.indexOf(RIGHT_BRACKETS)).trim());
+            return new DecimalInfo(precision, scale);
+        } else {
+            return defaultInfo;
+        }
+    }
+
+    public static class DecimalInfo {
+        private int precision;
+        private int scale;
+
+        public DecimalInfo(int precision, int scale) {
+            this.precision = precision;
+            this.scale = scale;
+        }
+
+        public int getPrecision() {
+            return precision;
+        }
+
+        public int getScale() {
+            return scale;
+        }
+
+        @Override
+        public boolean equals(Object o) {
+            if (this == o) {
+                return true;
+            }
+
+            if (o == null || getClass() != o.getClass()){
+                return false;
+
+            }
+            DecimalInfo that = (DecimalInfo) o;
+            return precision == that.precision && scale == that.scale;
+        }
+
+        @Override
+        public int hashCode() {
+            return Objects.hash(precision, scale);
+        }
+    }
+
+    public static List<ColumnEntry> getListColumnEntry(
+            Configuration configuration, final String path) {
+        List<JSONObject> lists = configuration.getList(path, JSONObject.class);
+        if (lists == null) {
+            return null;
+        }
+        List<ColumnEntry> result = new ArrayList<>();
+        for (final JSONObject object : lists) {
+            result.add(JSON.parseObject(object.toJSONString(), ColumnEntry.class));
+        }
+        return result;
+    }
+}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/HdfsUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/HdfsUtil.java
new file mode 100644
index 00000000..4098ff1d
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/HdfsUtil.java
@@ -0,0 +1,16 @@
+package com.alibaba.datax.plugin.unstructuredstorage.util;
+
+
+public class HdfsUtil {
+    private static final double SCALE_TWO = 2.0;
+    private static final double SCALE_TEN = 10.0;
+    private static final int BIT_SIZE = 8;
+    public static int computeMinBytesForPrecision(int precision){
+
+        int numBytes = 1;
+        while (Math.pow(SCALE_TWO, BIT_SIZE * numBytes - 1.0) < Math.pow(SCALE_TEN, precision)) {
+            numBytes += 1;
+        }
+        return numBytes;
+    }
+}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/Constant.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/Constant.java
index 93b4baa9..092fbfd7 100755
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/Constant.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/Constant.java
@@ -11,9 +11,31 @@ public class Constant {
 	public static final String FILE_FORMAT_CSV = "csv";
 	
 	public static final String FILE_FORMAT_TEXT = "text";
-	
-	//每个分块10MB，最大10000个分块
-	public static final Long MAX_FILE_SIZE = 1024 * 1024 * 10 * 10000L;
-	
+
+	//每个分块10MB，最大10000个分块, MAX_FILE_SIZE 单位: MB
+	public static final Long MAX_FILE_SIZE = 10 * 10000L;
+
 	public static final String DEFAULT_SUFFIX = "";
+
+	public static final String TRUNCATE = "truncate";
+	public static final String APPEND = "append";
+	public static final String NOCONFLICT = "nonConflict";
+
+	/**
+	 * 在同步音视频等二进制文件的情况下:
+	 * 半结构化写插件可以统一使用 SOURCE_FILE 获取到读端插件的split file路径
+	 */
+	public static final String SOURCE_FILE = "sourceFile";
+
+	public static final String SOURCE_FILE_NAME = "sourceFileName";
+
+	/**
+	 * 是否是音视频等无结构化文件
+	 */
+	public static final String BINARY = "binary";
+
+	/**
+	 * 文件同步模式， 如果是copy表示纯文件拷贝
+	 * */
+	public static final String SYNC_MODE_VALUE_COPY = "copy";
 }
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/DataXCsvWriter.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/DataXCsvWriter.java
new file mode 100644
index 00000000..85deea2c
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/DataXCsvWriter.java
@@ -0,0 +1,296 @@
+package com.alibaba.datax.plugin.unstructuredstorage.writer;
+
+import org.apache.commons.io.IOUtils;
+
+import java.io.IOException;
+import java.io.Writer;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-19 10:44
+ */
+public class DataXCsvWriter {
+    private Writer writer;
+    @SuppressWarnings("unused")
+    private String fileName;
+    private boolean firstColumn;
+    private boolean useCustomRecordDelimiter;
+    private UserSettings userSettings;
+    private boolean initialized;
+    private boolean closed;
+    public static final int ESCAPE_MODE_DOUBLED = 1;
+    public static final int ESCAPE_MODE_BACKSLASH = 2;
+
+    public DataXCsvWriter(Writer writer, char delimiter) {
+        this.writer = null;
+        this.fileName = null;
+        this.firstColumn = true;
+        this.useCustomRecordDelimiter = false;
+        this.userSettings = new UserSettings();
+        this.initialized = false;
+        this.closed = false;
+        if(writer == null) {
+            throw new IllegalArgumentException("Parameter writer can not be null.");
+        } else {
+            this.writer = writer;
+            this.userSettings.Delimiter = delimiter;
+            this.initialized = true;
+        }
+    }
+
+    public char getDelimiter() {
+        return this.userSettings.Delimiter;
+    }
+
+    public void setDelimiter(char var1) {
+        this.userSettings.Delimiter = var1;
+    }
+
+    public char getRecordDelimiter() {
+        return this.userSettings.RecordDelimiter;
+    }
+
+    public void setRecordDelimiter(char var1) {
+        this.useCustomRecordDelimiter = true;
+        this.userSettings.RecordDelimiter = var1;
+    }
+
+    public char getTextQualifier() {
+        return this.userSettings.TextQualifier;
+    }
+
+    public void setTextQualifier(char var1) {
+        this.userSettings.TextQualifier = var1;
+    }
+
+    public boolean getUseTextQualifier() {
+        return this.userSettings.UseTextQualifier;
+    }
+
+    public void setUseTextQualifier(boolean var1) {
+        this.userSettings.UseTextQualifier = var1;
+    }
+
+    public int getEscapeMode() {
+        return this.userSettings.EscapeMode;
+    }
+
+    public void setEscapeMode(int var1) {
+        this.userSettings.EscapeMode = var1;
+    }
+
+    public void setComment(char var1) {
+        this.userSettings.Comment = var1;
+    }
+
+    public char getComment() {
+        return this.userSettings.Comment;
+    }
+
+    public boolean getForceQualifier() {
+        return this.userSettings.ForceQualifier;
+    }
+
+    public void setForceQualifier(boolean var1) {
+        this.userSettings.ForceQualifier = var1;
+    }
+
+    public void write(String var1, boolean var2) throws IOException {
+        this.checkClosed();
+        if(var1 == null) {
+            var1 = "";
+        }
+
+        if(!this.firstColumn) {
+            this.writer.write(this.userSettings.Delimiter);
+        }
+
+        boolean var3 = this.userSettings.ForceQualifier;
+        if(!var2 && var1.length() > 0) {
+            var1 = var1.trim();
+        }
+
+        if(!var3 && this.userSettings.UseTextQualifier && (var1.indexOf(this.userSettings.TextQualifier) > -1 || var1.indexOf(this.userSettings.Delimiter) > -1 || !this.useCustomRecordDelimiter && (var1.indexOf(10) > -1 || var1.indexOf(13) > -1) || this.useCustomRecordDelimiter && var1.indexOf(this.userSettings.RecordDelimiter) > -1 || this.firstColumn && var1.length() > 0 && var1.charAt(0) == this.userSettings.Comment || this.firstColumn && var1.length() == 0)) {
+            var3 = true;
+        }
+
+        if(this.userSettings.UseTextQualifier && !var3 && var1.length() > 0 && var2) {
+            char var4 = var1.charAt(0);
+            if(var4 == 32 || var4 == 9) {
+                var3 = true;
+            }
+
+            if(!var3 && var1.length() > 1) {
+                char var5 = var1.charAt(var1.length() - 1);
+                if(var5 == 32 || var5 == 9) {
+                    var3 = true;
+                }
+            }
+        }
+
+        if(var3) {
+            this.writer.write(this.userSettings.TextQualifier);
+            if(this.userSettings.EscapeMode == 2) {
+                var1 = replace(var1, "\\", "\\\\");
+                var1 = replace(var1, "" + this.userSettings.TextQualifier, "\\" + this.userSettings.TextQualifier);
+            } else {
+                var1 = replace(var1, "" + this.userSettings.TextQualifier, "" + this.userSettings.TextQualifier + this.userSettings.TextQualifier);
+            }
+        } else if(this.userSettings.EscapeMode == 2) {
+            var1 = replace(var1, "\\", "\\\\");
+            var1 = replace(var1, "" + this.userSettings.Delimiter, "\\" + this.userSettings.Delimiter);
+            if(this.useCustomRecordDelimiter) {
+                var1 = replace(var1, "" + this.userSettings.RecordDelimiter, "\\" + this.userSettings.RecordDelimiter);
+            } else {
+                var1 = replace(var1, "\r", "\\\r");
+                var1 = replace(var1, "\n", "\\\n");
+            }
+
+            if(this.firstColumn && var1.length() > 0 && var1.charAt(0) == this.userSettings.Comment) {
+                if(var1.length() > 1) {
+                    var1 = "\\" + this.userSettings.Comment + var1.substring(1);
+                } else {
+                    var1 = "\\" + this.userSettings.Comment;
+                }
+            }
+        }
+
+        this.writer.write(var1);
+        if(var3) {
+            this.writer.write(this.userSettings.TextQualifier);
+        }
+
+        this.firstColumn = false;
+    }
+
+    public void write(String var1) throws IOException {
+        this.write(var1, false);
+    }
+
+    public void writeComment(String var1) throws IOException {
+        this.checkClosed();
+        this.writer.write(this.userSettings.Comment);
+        this.writer.write(var1);
+        if(this.useCustomRecordDelimiter) {
+            this.writer.write(this.userSettings.RecordDelimiter);
+        } else {
+            this.writer.write(IOUtils.LINE_SEPARATOR);
+        }
+
+        this.firstColumn = true;
+    }
+
+    public void writeRecord(String[] var1, boolean var2) throws IOException {
+        if(var1 != null && var1.length > 0) {
+            for(int var3 = 0; var3 < var1.length; ++var3) {
+                this.write(var1[var3], var2);
+            }
+
+            this.endRecord();
+        }
+
+    }
+
+    public void writeRecord(String[] var1) throws IOException {
+        this.writeRecord(var1, false);
+    }
+
+    public void endRecord() throws IOException {
+        this.checkClosed();
+        if(this.useCustomRecordDelimiter) {
+            this.writer.write(this.userSettings.RecordDelimiter);
+        } else {
+            this.writer.write(IOUtils.LINE_SEPARATOR);
+        }
+
+        this.firstColumn = true;
+    }
+
+    public void flush() throws IOException {
+        this.writer.flush();
+    }
+
+    public void close() {
+        if(!this.closed) {
+            this.close(true);
+            this.closed = true;
+        }
+
+    }
+
+    private void close(boolean var1) {
+        if(!this.closed) {
+            try {
+                if(this.initialized) {
+                    this.writer.close();
+                }
+            } catch (Exception var3) {
+                ;
+            }
+
+            this.writer = null;
+            this.closed = true;
+        }
+
+    }
+
+    private void checkClosed() throws IOException {
+        if(this.closed) {
+            throw new IOException("This instance of the CsvWriter class has already been closed.");
+        }
+    }
+
+    @Override
+    protected void finalize() {
+        this.close(false);
+    }
+
+    public static String replace(String var0, String var1, String var2) {
+        int var3 = var1.length();
+        int var4 = var0.indexOf(var1);
+        if(var4 <= -1) {
+            return var0;
+        } else {
+            StringBuffer var5 = new StringBuffer();
+
+            int var6;
+            for(var6 = 0; var4 != -1; var4 = var0.indexOf(var1, var6)) {
+                var5.append(var0.substring(var6, var4));
+                var5.append(var2);
+                var6 = var4 + var3;
+            }
+
+            var5.append(var0.substring(var6));
+            return var5.toString();
+        }
+    }
+
+    private class UserSettings {
+        public char TextQualifier = 34;
+        public boolean UseTextQualifier = true;
+        public char Delimiter = 44;
+        public char RecordDelimiter = 0;
+        public char Comment = 35;
+        public int EscapeMode = 1;
+        public boolean ForceQualifier = false;
+
+        public UserSettings() {
+        }
+    }
+
+    @SuppressWarnings("unused")
+    private class Letters {
+        public static final char LF = '\n';
+        public static final char CR = '\r';
+        public static final char QUOTE = '\"';
+        public static final char COMMA = ',';
+        public static final char SPACE = ' ';
+        public static final char TAB = '\t';
+        public static final char POUND = '#';
+        public static final char BACKSLASH = '\\';
+        public static final char NULL = '\u0000';
+
+        private Letters() {
+        }
+    }
+}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/Key.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/Key.java
index 2e7fe079..125957f1 100755
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/Key.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/Key.java
@@ -1,6 +1,7 @@
 package com.alibaba.datax.plugin.unstructuredstorage.writer;
 
 public class Key {
+    public static final String PATH = "path";
     // must have
     public static final String FILE_NAME = "fileName";
 
@@ -10,6 +11,11 @@ public class Key {
     // not must , not default ,
     public static final String FIELD_DELIMITER = "fieldDelimiter";
 
+    // not must , default os's line delimiter
+    public static final String LINE_DELIMITER = "lineDelimiter";
+
+    public static final String CSV_WRITER_CONFIG = "csvWriterConfig";
+
     // not must, default UTF-8
     public static final String ENCODING = "encoding";
 
@@ -35,4 +41,32 @@ public class Key {
     
     // writer file type suffix, like .txt  .csv
     public static final String SUFFIX = "suffix";
+
+    public static final String MARK_DONE_FILE_NAME = "markDoneFileName";
+
+    public static final String MARK_DOING_FILE_NAME = "markDoingFileName";
+
+    // public static final String RETRY_TIME = "retryTime";
+
+    public final static String MAX_RETRY_TIME = "maxRetryTime";
+
+    /**
+     * 半结构化标示一个Record来源的绝对文件路径名，可以是ftp文件，oss的object等
+     * */
+    public static final String META_KEY_FILE_PATH = "filePath";
+
+    /**
+     * 多文件切分的工作项，Task通过此配置项表示工作内容, 文件内部切分相关key
+     */
+    public static final String SPLIT_SLICE_CONFIG = "__splitSliceConfig";
+    public static final String SPLIT_SLICE_FILE_PATH = "filePath";
+    public static final String SPLIT_SLICE_START_POINT = "startPoint";
+    public static final String SPLIT_SLICE_END_POINT = "endPoint";
+
+    /**
+     * 文件同步模式， 如果是copy表示纯文件拷贝
+     * */
+    public static final String SYNC_MODE = "syncMode";
+
+    public static final String BYTE_ENCODING = "byteEncoding";
 }
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/TextCsvWriterManager.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/TextCsvWriterManager.java
index 1ea82759..167a7a87 100644
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/TextCsvWriterManager.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/TextCsvWriterManager.java
@@ -2,8 +2,13 @@ package com.alibaba.datax.plugin.unstructuredstorage.writer;
 
 import java.io.IOException;
 import java.io.Writer;
+import java.util.HashMap;
 import java.util.List;
 
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.TypeReference;
+import org.apache.commons.beanutils.BeanUtils;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
@@ -11,15 +16,15 @@ import org.slf4j.LoggerFactory;
 
 import com.csvreader.CsvWriter;
 
+
 public class TextCsvWriterManager {
-    public static UnstructuredWriter produceUnstructuredWriter(
-            String fileFormat, char fieldDelimiter, Writer writer) {
-        // warn: false means plain text(old way), true means strict csv format
-        if (Constant.FILE_FORMAT_TEXT.equals(fileFormat)) {
-            return new TextWriterImpl(writer, fieldDelimiter);
-        } else {
-            return new CsvWriterImpl(writer, fieldDelimiter);
-        }
+
+    public static UnstructuredWriter produceTextWriter( Writer writer, String fieldDelimiter, Configuration config) {
+        return new TextWriterImpl(writer, fieldDelimiter, config);
+    }
+
+    public static UnstructuredWriter produceCsvWriter( Writer writer, char fieldDelimiter, Configuration config) {
+        return new CsvWriterImpl(writer, fieldDelimiter, config);
     }
 }
 
@@ -28,15 +33,40 @@ class CsvWriterImpl implements UnstructuredWriter {
             .getLogger(CsvWriterImpl.class);
     // csv 严格符合csv语法, 有标准的转义等处理
     private char fieldDelimiter;
-    private CsvWriter csvWriter;
+    private String lineDelimiter;
+    private DataXCsvWriter csvWriter;
 
-    public CsvWriterImpl(Writer writer, char fieldDelimiter) {
+    public CsvWriterImpl(Writer writer, char fieldDelimiter, Configuration config) {
         this.fieldDelimiter = fieldDelimiter;
-        this.csvWriter = new CsvWriter(writer, this.fieldDelimiter);
+        this.lineDelimiter = config.getString(Key.LINE_DELIMITER, IOUtils.LINE_SEPARATOR);
+        this.csvWriter = new DataXCsvWriter(writer, this.fieldDelimiter);
         this.csvWriter.setTextQualifier('"');
         this.csvWriter.setUseTextQualifier(true);
         // warn: in linux is \n , in windows is \r\n
-        this.csvWriter.setRecordDelimiter(IOUtils.LINE_SEPARATOR.charAt(0));
+        this.csvWriter.setRecordDelimiter(this.lineDelimiter.charAt(0));
+
+        String csvWriterConfig = config.getString(Key.CSV_WRITER_CONFIG);
+        if (StringUtils.isNotBlank(csvWriterConfig)) {
+            try {
+                HashMap<String, Object> csvWriterConfigMap = JSON.parseObject(csvWriterConfig,
+                        new TypeReference<HashMap<String, Object>>() {
+                        });
+                if (!csvWriterConfigMap.isEmpty()) {
+                    // this.csvWriter.setComment(var1);
+                    // this.csvWriter.setDelimiter(var1);
+                    // this.csvWriter.setEscapeMode(var1);
+                    // this.csvWriter.setForceQualifier(var1);
+                    // this.csvWriter.setRecordDelimiter(var1);
+                    // this.csvWriter.setTextQualifier(var1);
+                    // this.csvWriter.setUseTextQualifier(var1);
+                    BeanUtils.populate(this.csvWriter, csvWriterConfigMap);
+                    LOG.info(String.format("csvwriterConfig is set successfully. After setting, csvwriter:%s", JSON.toJSONString(this.csvWriter)));
+                }
+            } catch (Exception e) {
+                LOG.warn(String.format("invalid csvWriterConfig config: %s, DataX will ignore it.", csvWriterConfig),
+                        e);
+            }
+        }
     }
 
     @Override
@@ -44,8 +74,7 @@ class CsvWriterImpl implements UnstructuredWriter {
         if (splitedRows.isEmpty()) {
             LOG.info("Found one record line which is empty.");
         }
-        this.csvWriter.writeRecord((String[]) splitedRows
-                .toArray(new String[0]));
+        this.csvWriter.writeRecord(splitedRows.toArray(new String[0]));
     }
 
     @Override
@@ -64,12 +93,14 @@ class TextWriterImpl implements UnstructuredWriter {
     private static final Logger LOG = LoggerFactory
             .getLogger(TextWriterImpl.class);
     // text StringUtils的join方式, 简单的字符串拼接
-    private char fieldDelimiter;
+    private String fieldDelimiter;
     private Writer textWriter;
+    private String lineDelimiter;
 
-    public TextWriterImpl(Writer writer, char fieldDelimiter) {
+    public TextWriterImpl(Writer writer, String fieldDelimiter, Configuration config) {
         this.fieldDelimiter = fieldDelimiter;
         this.textWriter = writer;
+        this.lineDelimiter = config.getString(Key.LINE_DELIMITER, IOUtils.LINE_SEPARATOR);
     }
 
     @Override
@@ -79,7 +110,7 @@ class TextWriterImpl implements UnstructuredWriter {
         }
         this.textWriter.write(String.format("%s%s",
                 StringUtils.join(splitedRows, this.fieldDelimiter),
-                IOUtils.LINE_SEPARATOR));
+                this.lineDelimiter));
     }
 
     @Override
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/UnstructuredStorageWriterErrorCode.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/UnstructuredStorageWriterErrorCode.java
index 0f780ebd..b83cfa1c 100755
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/UnstructuredStorageWriterErrorCode.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/UnstructuredStorageWriterErrorCode.java
@@ -8,7 +8,8 @@ public enum UnstructuredStorageWriterErrorCode implements ErrorCode {
 	Write_FILE_WITH_CHARSET_ERROR("UnstructuredStorageWriter-01", "您配置的编码未能正常写入."),
 	Write_FILE_IO_ERROR("UnstructuredStorageWriter-02", "您配置的文件在写入时出现IO异常."),
 	RUNTIME_EXCEPTION("UnstructuredStorageWriter-03", "出现运行时异常, 请联系我们"),
-	REQUIRED_VALUE("UnstructuredStorageWriter-04", "您缺失了必须填写的参数值."),;
+	REQUIRED_VALUE("UnstructuredStorageWriter-04", "您缺失了必须填写的参数值."),
+	Write_ERROR("UnstructuredStorageWriter-05", "errorcode.write_error"),;
 
 	private final String code;
 	private final String description;
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/UnstructuredStorageWriterUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/UnstructuredStorageWriterUtil.java
index b1927ce7..e9040662 100755
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/UnstructuredStorageWriterUtil.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/UnstructuredStorageWriterUtil.java
@@ -1,10 +1,6 @@
 package com.alibaba.datax.plugin.unstructuredstorage.writer;
 
-import java.io.BufferedWriter;
-import java.io.IOException;
-import java.io.OutputStream;
-import java.io.OutputStreamWriter;
-import java.io.UnsupportedEncodingException;
+import java.io.*;
 import java.text.DateFormat;
 import java.text.SimpleDateFormat;
 import java.util.ArrayList;
@@ -13,6 +9,8 @@ import java.util.List;
 import java.util.Set;
 import java.util.UUID;
 
+import com.alibaba.datax.common.element.BytesColumn;
+import org.apache.commons.codec.binary.Base64;
 import org.apache.commons.compress.compressors.CompressorOutputStream;
 import org.apache.commons.compress.compressors.bzip2.BZip2CompressorOutputStream;
 import org.apache.commons.compress.compressors.gzip.GzipCompressorOutputStream;
@@ -53,10 +51,7 @@ public class UnstructuredStorageWriterUtil {
         if (!supportedWriteModes.contains(writeMode)) {
             throw DataXException
                     .asDataXException(
-                            UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE,
-                            String.format(
-                                    "仅支持 truncate, append, nonConflict 三种模式, 不支持您配置的 writeMode 模式 : [%s]",
-                                    writeMode));
+                            UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE, writeMode);
         }
         writerConfiguration.set(Key.WRITE_MODE, writeMode);
 
@@ -64,8 +59,6 @@ public class UnstructuredStorageWriterUtil {
         String encoding = writerConfiguration.getString(Key.ENCODING);
         if (StringUtils.isBlank(encoding)) {
             // like "  ", null
-            LOG.warn(String.format("您的encoding配置为空, 将使用默认值[%s]",
-                    Constant.DEFAULT_ENCODING));
             writerConfiguration.set(Key.ENCODING, Constant.DEFAULT_ENCODING);
         } else {
             try {
@@ -74,8 +67,7 @@ public class UnstructuredStorageWriterUtil {
                 Charsets.toCharset(encoding);
             } catch (Exception e) {
                 throw DataXException.asDataXException(
-                        UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE,
-                        String.format("不支持您配置的编码格式:[%s]", encoding), e);
+                        UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE, e);
             }
         }
 
@@ -86,45 +78,40 @@ public class UnstructuredStorageWriterUtil {
         } else {
             Set<String> supportedCompress = Sets.newHashSet("gzip", "bzip2");
             if (!supportedCompress.contains(compress.toLowerCase().trim())) {
-                String message = String.format(
-                        "仅支持 [%s] 文件压缩格式 , 不支持您配置的文件压缩格式: [%s]",
-                        StringUtils.join(supportedCompress, ","), compress);
                 throw DataXException.asDataXException(
-                        UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE,
-                        String.format(message, compress));
+                        UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE, String.format("unsupported commpress format %s ", compress));
             }
         }
 
-        // fieldDelimiter check
-        String delimiterInStr = writerConfiguration
-                .getString(Key.FIELD_DELIMITER);
-        // warn: if have, length must be one
-        if (null != delimiterInStr && 1 != delimiterInStr.length()) {
-            throw DataXException.asDataXException(
-                    UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE,
-                    String.format("仅仅支持单字符切分, 您配置的切分为 : [%s]", delimiterInStr));
-        }
-        if (null == delimiterInStr) {
-            LOG.warn(String.format("您没有配置列分隔符, 使用默认值[%s]",
-                    Constant.DEFAULT_FIELD_DELIMITER));
-            writerConfiguration.set(Key.FIELD_DELIMITER,
-                    Constant.DEFAULT_FIELD_DELIMITER);
-        }
-
         // fileFormat check
-        String fileFormat = writerConfiguration.getString(Key.FILE_FORMAT,
-                Constant.FILE_FORMAT_TEXT);
+        String fileFormat = writerConfiguration.getString(Key.FILE_FORMAT);
+        if (StringUtils.isBlank(fileFormat)) {
+            fileFormat = Constant.FILE_FORMAT_TEXT;
+            writerConfiguration.set(Key.FILE_FORMAT, fileFormat);
+        }
         if (!Constant.FILE_FORMAT_CSV.equals(fileFormat)
                 && !Constant.FILE_FORMAT_TEXT.equals(fileFormat)) {
             throw DataXException.asDataXException(
-                    UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE, String
-                            .format("您配置的fileFormat [%s]错误, 支持csv, text两种.",
-                                    fileFormat));
+                    UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE, String.format("unsupported fileFormat  %s ", fileFormat));
+        }
+
+        // fieldDelimiter check
+        String delimiterInStr = writerConfiguration.getString(Key.FIELD_DELIMITER);
+
+        if (StringUtils.equalsIgnoreCase(fileFormat, Constant.FILE_FORMAT_CSV) &&
+                null != delimiterInStr && 1 != delimiterInStr.length()) {
+            throw DataXException.asDataXException(
+                    UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE,
+                    String.format("unsupported delimiterInStr  %s ", delimiterInStr));
+        }
+        if (null == delimiterInStr) {
+            delimiterInStr = String.valueOf(Constant.DEFAULT_FIELD_DELIMITER);
+            writerConfiguration.set(Key.FIELD_DELIMITER, delimiterInStr);
         }
     }
 
     public static List<Configuration> split(Configuration writerSliceConfig,
-            Set<String> originAllFileExists, int mandatoryNumber) {
+                                            Set<String> originAllFileExists, int mandatoryNumber) {
         LOG.info("begin do split...");
         Set<String> allFileExists = new HashSet<String>();
         allFileExists.addAll(originAllFileExists);
@@ -153,19 +140,19 @@ public class UnstructuredStorageWriterUtil {
     }
 
     public static String buildFilePath(String path, String fileName,
-            String suffix) {
+                                       String suffix) {
         boolean isEndWithSeparator = false;
         switch (IOUtils.DIR_SEPARATOR) {
-        case IOUtils.DIR_SEPARATOR_UNIX:
-            isEndWithSeparator = path.endsWith(String
-                    .valueOf(IOUtils.DIR_SEPARATOR));
-            break;
-        case IOUtils.DIR_SEPARATOR_WINDOWS:
-            isEndWithSeparator = path.endsWith(String
-                    .valueOf(IOUtils.DIR_SEPARATOR_WINDOWS));
-            break;
-        default:
-            break;
+            case IOUtils.DIR_SEPARATOR_UNIX:
+                isEndWithSeparator = path.endsWith(String
+                        .valueOf(IOUtils.DIR_SEPARATOR));
+                break;
+            case IOUtils.DIR_SEPARATOR_WINDOWS:
+                isEndWithSeparator = path.endsWith(String
+                        .valueOf(IOUtils.DIR_SEPARATOR_WINDOWS));
+                break;
+            default:
+                break;
         }
         if (!isEndWithSeparator) {
             path = path + IOUtils.DIR_SEPARATOR;
@@ -179,14 +166,12 @@ public class UnstructuredStorageWriterUtil {
     }
 
     public static void writeToStream(RecordReceiver lineReceiver,
-            OutputStream outputStream, Configuration config, String context,
-            TaskPluginCollector taskPluginCollector) {
+                                     OutputStream outputStream, Configuration config, String context,
+                                     TaskPluginCollector taskPluginCollector) {
         String encoding = config.getString(Key.ENCODING,
                 Constant.DEFAULT_ENCODING);
         // handle blank encoding
         if (StringUtils.isBlank(encoding)) {
-            LOG.warn(String.format("您配置的encoding为[%s], 使用默认值[%s]", encoding,
-                    Constant.DEFAULT_ENCODING));
             encoding = Constant.DEFAULT_ENCODING;
         }
         String compress = config.getString(Key.COMPRESS);
@@ -212,10 +197,7 @@ public class UnstructuredStorageWriterUtil {
                 } else {
                     throw DataXException
                             .asDataXException(
-                                    UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE,
-                                    String.format(
-                                            "仅支持 gzip, bzip2 文件压缩格式 , 不支持您配置的文件压缩格式: [%s]",
-                                            compress));
+                                    UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE, compress);
                 }
             }
             UnstructuredStorageWriterUtil.doWriteToStream(lineReceiver, writer,
@@ -223,24 +205,21 @@ public class UnstructuredStorageWriterUtil {
         } catch (UnsupportedEncodingException uee) {
             throw DataXException
                     .asDataXException(
-                            UnstructuredStorageWriterErrorCode.Write_FILE_WITH_CHARSET_ERROR,
-                            String.format("不支持的编码格式 : [%s]", encoding), uee);
+                            UnstructuredStorageWriterErrorCode.Write_FILE_WITH_CHARSET_ERROR, uee);
         } catch (NullPointerException e) {
             throw DataXException.asDataXException(
-                    UnstructuredStorageWriterErrorCode.RUNTIME_EXCEPTION,
-                    "运行时错误, 请联系我们", e);
+                    UnstructuredStorageWriterErrorCode.RUNTIME_EXCEPTION,e);
         } catch (IOException e) {
             throw DataXException.asDataXException(
-                    UnstructuredStorageWriterErrorCode.Write_FILE_IO_ERROR,
-                    String.format("流写入错误 : [%s]", context), e);
+                    UnstructuredStorageWriterErrorCode.Write_FILE_IO_ERROR, e);
         } finally {
             IOUtils.closeQuietly(writer);
         }
     }
 
     private static void doWriteToStream(RecordReceiver lineReceiver,
-            BufferedWriter writer, String contex, Configuration config,
-            TaskPluginCollector taskPluginCollector) throws IOException {
+                                        BufferedWriter writer, String contex, Configuration config,
+                                        TaskPluginCollector taskPluginCollector) throws IOException {
 
         String nullFormat = config.getString(Key.NULL_FORMAT);
 
@@ -252,26 +231,9 @@ public class UnstructuredStorageWriterUtil {
         }
 
         // warn: default false
-        String fileFormat = config.getString(Key.FILE_FORMAT,
-                Constant.FILE_FORMAT_TEXT);
+        String fileFormat = config.getString(Key.FILE_FORMAT, Constant.FILE_FORMAT_TEXT);
 
-        String delimiterInStr = config.getString(Key.FIELD_DELIMITER);
-        if (null != delimiterInStr && 1 != delimiterInStr.length()) {
-            throw DataXException.asDataXException(
-                    UnstructuredStorageWriterErrorCode.ILLEGAL_VALUE,
-                    String.format("仅仅支持单字符切分, 您配置的切分为 : [%s]", delimiterInStr));
-        }
-        if (null == delimiterInStr) {
-            LOG.warn(String.format("您没有配置列分隔符, 使用默认值[%s]",
-                    Constant.DEFAULT_FIELD_DELIMITER));
-        }
-
-        // warn: fieldDelimiter could not be '' for no fieldDelimiter
-        char fieldDelimiter = config.getChar(Key.FIELD_DELIMITER,
-                Constant.DEFAULT_FIELD_DELIMITER);
-
-        UnstructuredWriter unstructuredWriter = TextCsvWriterManager
-                .produceUnstructuredWriter(fileFormat, fieldDelimiter, writer);
+        UnstructuredWriter unstructuredWriter = produceUnstructuredWriter(fileFormat, config, writer);
 
         List<String> headers = config.getList(Key.HEADER, String.class);
         if (null != headers && !headers.isEmpty()) {
@@ -279,22 +241,38 @@ public class UnstructuredStorageWriterUtil {
         }
 
         Record record = null;
+        String byteEncoding = config.getString(Key.BYTE_ENCODING);
         while ((record = lineReceiver.getFromReader()) != null) {
             UnstructuredStorageWriterUtil.transportOneRecord(record,
                     nullFormat, dateParse, taskPluginCollector,
-                    unstructuredWriter);
+                    unstructuredWriter, byteEncoding);
         }
 
         // warn:由调用方控制流的关闭
         // IOUtils.closeQuietly(unstructuredWriter);
     }
 
+    public static UnstructuredWriter produceUnstructuredWriter(String fileFormat, Configuration config, Writer writer){
+        UnstructuredWriter unstructuredWriter = null;
+        if (StringUtils.equalsIgnoreCase(fileFormat, Constant.FILE_FORMAT_CSV)) {
+
+            Character fieldDelimiter = config.getChar(Key.FIELD_DELIMITER, Constant.DEFAULT_FIELD_DELIMITER);
+            unstructuredWriter = TextCsvWriterManager.produceCsvWriter(writer, fieldDelimiter, config);
+        } else if (StringUtils.equalsIgnoreCase(fileFormat, Constant.FILE_FORMAT_TEXT)) {
+
+            String fieldDelimiter = config.getString(Key.FIELD_DELIMITER, String.valueOf(Constant.DEFAULT_FIELD_DELIMITER));
+            unstructuredWriter = TextCsvWriterManager.produceTextWriter(writer, fieldDelimiter, config);
+        }
+
+        return unstructuredWriter;
+    }
+
     /**
      * 异常表示脏数据
      * */
     public static void transportOneRecord(Record record, String nullFormat,
-            DateFormat dateParse, TaskPluginCollector taskPluginCollector,
-            UnstructuredWriter unstructuredWriter) {
+                                          DateFormat dateParse, TaskPluginCollector taskPluginCollector,
+                                          UnstructuredWriter unstructuredWriter, String byteEncoding) {
         // warn: default is null
         if (null == nullFormat) {
             nullFormat = "null";
@@ -309,7 +287,15 @@ public class UnstructuredStorageWriterUtil {
                     if (null != column.getRawData()) {
                         boolean isDateColumn = column instanceof DateColumn;
                         if (!isDateColumn) {
-                            splitedRows.add(column.asString());
+                            if (column instanceof BytesColumn) {
+                                if ("base64".equalsIgnoreCase(byteEncoding)) {
+                                    splitedRows.add(Base64.encodeBase64String(column.asBytes()));
+                                } else {
+                                    splitedRows.add(column.asString());
+                                }
+                            } else {
+                                splitedRows.add(column.asString());
+                            }
                         } else {
                             if (null != dateParse) {
                                 splitedRows.add(dateParse.format(column
@@ -325,9 +311,18 @@ public class UnstructuredStorageWriterUtil {
                 }
             }
             unstructuredWriter.writeOneRecord(splitedRows);
-        } catch (Exception e) {
+        } catch (IllegalArgumentException e){
             // warn: dirty data
             taskPluginCollector.collectDirtyRecord(record, e);
+        } catch (DataXException e){
+            // warn: dirty data
+            taskPluginCollector.collectDirtyRecord(record, e);
+        } catch (Exception e) {
+            // throw exception, it is not dirty data,
+            // may be network unreachable and the other problem
+            throw DataXException.asDataXException(
+                    UnstructuredStorageWriterErrorCode.Write_ERROR, e.getMessage(),e);
         }
     }
+
 }
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/binaryFileUtil/BinaryFileWriterErrorCode.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/binaryFileUtil/BinaryFileWriterErrorCode.java
new file mode 100755
index 00000000..77e51026
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/binaryFileUtil/BinaryFileWriterErrorCode.java
@@ -0,0 +1,33 @@
+package com.alibaba.datax.plugin.unstructuredstorage.writer.binaryFileUtil;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum BinaryFileWriterErrorCode implements ErrorCode {
+	ILLEGAL_VALUE("UnstructuredStorageWriter-00", "errorcode.illegal_value"),
+	REPEATED_FILE_NAME("UnstructuredStorageWriter-01", "errorcode.repeated_file_name"),
+	REQUIRED_VALUE("UnstructuredStorageWriter-02","errorcode.required_value"),;
+
+	private final String code;
+	private final String description;
+
+	private BinaryFileWriterErrorCode(String code, String description) {
+		this.code = code;
+		this.description = description;
+	}
+
+	@Override
+	public String getCode() {
+		return this.code;
+	}
+
+	@Override
+	public String getDescription() {
+		return this.description;
+	}
+
+	@Override
+	public String toString() {
+		return String.format("Code:[%s], Description:[%s].", this.code,
+				this.description);
+	}
+}
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/binaryFileUtil/BinaryFileWriterUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/binaryFileUtil/BinaryFileWriterUtil.java
new file mode 100644
index 00000000..e2c9ad16
--- /dev/null
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/binaryFileUtil/BinaryFileWriterUtil.java
@@ -0,0 +1,126 @@
+package com.alibaba.datax.plugin.unstructuredstorage.writer.binaryFileUtil;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderErrorCode;
+import com.alibaba.datax.plugin.unstructuredstorage.writer.Key;
+import com.alibaba.datax.plugin.unstructuredstorage.writer.UnstructuredStorageWriterErrorCode;
+import com.google.common.collect.Sets;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.File;
+import java.io.IOException;
+import java.io.OutputStream;
+import java.util.ArrayList;
+import java.util.HashSet;
+import java.util.List;
+import java.util.Set;
+
+import static com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.*;
+
+/**
+ * @Author: guxuan
+ * @Date 2022-05-17 17:01
+ */
+public class BinaryFileWriterUtil {
+
+    private static final Logger LOG = LoggerFactory.getLogger(BinaryFileWriterUtil.class);
+
+
+    /**
+     * 从RecordReceiver获取源文件Bytes数组, 写到目的端
+     *
+     * @param outputStream:   写文件流
+     * @param recordReceiver: RecordReceiver
+     */
+    public static void writeFileFromRecordReceiver(OutputStream outputStream, RecordReceiver recordReceiver) {
+        try {
+            Record record;
+            while ((record = recordReceiver.getFromReader()) != null) {
+                Column column = record.getColumn(0);
+                outputStream.write(column.asBytes());
+            }
+            outputStream.flush();
+            LOG.info("End write!!!");
+        } catch (IOException e) {
+            throw DataXException.asDataXException(UnstructuredStorageReaderErrorCode.READ_FILE_IO_ERROR, e);
+        }
+    }
+
+    /**
+     * 校验同步二进制文件的参数
+     *
+     * @param writerConfiguration: writer的配置
+     */
+    public static void validateParameter(Configuration writerConfiguration) {
+        // writeMode check
+        String writeMode = writerConfiguration.getNecessaryValue(
+                Key.WRITE_MODE,
+                UnstructuredStorageWriterErrorCode.REQUIRED_VALUE);
+        writeMode = writeMode.trim();
+        Set<String> supportedWriteModes = Sets.newHashSet(TRUNCATE, NOCONFLICT);
+        if (!supportedWriteModes.contains(writeMode)) {
+            throw DataXException
+                    .asDataXException(
+                            BinaryFileWriterErrorCode.ILLEGAL_VALUE,
+                            String.format("Synchronous binary format file, only supports truncate and nonConflict modes, does not support the writeMode mode you configured: %s", writeMode));
+        }
+        writerConfiguration.set(Key.WRITE_MODE, writeMode);
+    }
+
+    /**
+     * 校验文件名是否有重复的,如果有重复的文件名则抛出异常
+     * @param fileNameList
+     */
+    public static void checkFileNameIfRepeatedThrowException(List<String> fileNameList) {
+        Set<String> sourceFileNameSet = new HashSet<String>();
+        for (String fileName : fileNameList) {
+            if (!sourceFileNameSet.contains(fileName)) {
+                sourceFileNameSet.add(fileName);
+            } else {
+                throw DataXException.asDataXException(BinaryFileWriterErrorCode.REPEATED_FILE_NAME,
+                        String.format("Source File Name [%s] is repeated!", fileName));
+            }
+        }
+    }
+
+    /**
+     *
+     * @param readerSplitConfigs
+     * @param writerSliceConfig
+     * @return 切分后的结果
+     */
+    public static List<Configuration> split(List<Configuration> readerSplitConfigs, Configuration writerSliceConfig) {
+        List<Configuration> writerSplitConfigs = new ArrayList<Configuration>();
+
+        for (Configuration readerSliceConfig : readerSplitConfigs) {
+            Configuration splitedTaskConfig = writerSliceConfig.clone();
+            String fileName = getFileName(readerSliceConfig.getString(SOURCE_FILE));
+            splitedTaskConfig
+                    .set(com.alibaba.datax.plugin.unstructuredstorage.writer.Key.FILE_NAME, fileName);
+            splitedTaskConfig.
+                    set(com.alibaba.datax.plugin.unstructuredstorage.writer.Constant.BINARY, true);
+            writerSplitConfigs.add(splitedTaskConfig);
+        }
+        LOG.info("end do split.");
+        return writerSplitConfigs;
+    }
+
+    /**
+     * 根据文件路径获取到文件名, filePath必定包含了文件名
+     *
+     * @param filePath: 文件路径
+     */
+    public static String getFileName(String filePath) {
+        if (StringUtils.isBlank(filePath)) {
+            return null;
+        }
+        File file = new File(filePath);
+        return file.getName();
+    }
+}
diff --git a/pom.xml b/pom.xml
index 3bd75a31..1d298eb6 100644
--- a/pom.xml
+++ b/pom.xml
@@ -22,7 +22,7 @@
         <commons-lang3-version>3.3.2</commons-lang3-version>
         <commons-configuration-version>1.10</commons-configuration-version>
         <commons-cli-version>1.2</commons-cli-version>
-        <fastjson-version>1.1.46.sec10</fastjson-version>
+        <fastjson-version>1.2.49</fastjson-version>
         <guava-version>16.0.1</guava-version>
         <diamond.version>3.7.2.1-SNAPSHOT</diamond.version>
 
@@ -53,60 +53,71 @@
         <module>postgresqlreader</module>
         <module>kingbaseesreader</module>
         <module>oraclereader</module>
+        <module>cassandrareader</module>
+        <module>oceanbasev10reader</module>
+        <module>rdbmsreader</module>
+
         <module>odpsreader</module>
         <module>otsreader</module>
         <module>otsstreamreader</module>
-        <module>txtfilereader</module>
-        <module>hdfsreader</module>
-        <module>streamreader</module>
-        <module>ossreader</module>
-        <module>ftpreader</module>
-        <module>mongodbreader</module>
-        <module>rdbmsreader</module>
         <module>hbase11xreader</module>
         <module>hbase094xreader</module>
+        <module>hbase11xsqlreader</module>
+        <module>hbase20xsqlreader</module>
+
+        <module>ossreader</module>
+        <module>hdfsreader</module>
+        <module>ftpreader</module>
+        <module>txtfilereader</module>
+        <module>streamreader</module>
+
+        <module>mongodbreader</module>
+        <module>tdenginereader</module>
+        <module>gdbreader</module>
         <module>tsdbreader</module>
         <module>opentsdbreader</module>
-        <module>cassandrareader</module>
-        <module>gdbreader</module>
-        <module>oceanbasev10reader</module>
+
 
         <!-- writer -->
         <module>mysqlwriter</module>
         <module>drdswriter</module>
-        <module>odpswriter</module>
-        <module>txtfilewriter</module>
-        <module>ftpwriter</module>
-        <module>hdfswriter</module>
-        <module>streamwriter</module>
-        <module>otswriter</module>
         <module>oraclewriter</module>
         <module>sqlserverwriter</module>
         <module>postgresqlwriter</module>
         <module>kingbaseeswriter</module>
-        <module>osswriter</module>
-        <module>mongodbwriter</module>
         <module>adswriter</module>
-        <module>ocswriter</module>
+        <module>oceanbasev10writer</module>
+        <module>cassandrawriter</module>
+        <module>clickhousewriter</module>
+        <module>adbpgwriter</module>
+        <module>hologresjdbcwriter</module>
         <module>rdbmswriter</module>
+
+
+        <module>odpswriter</module>
+        <module>osswriter</module>
+        <module>otswriter</module>
         <module>hbase11xwriter</module>
         <module>hbase094xwriter</module>
         <module>hbase11xsqlwriter</module>
-        <module>hbase11xsqlreader</module>
+        <module>hbase20xsqlwriter</module>
+        <module>kuduwriter</module>
+        <module>ftpwriter</module>
+        <module>hdfswriter</module>
+        <module>txtfilewriter</module>
+        <module>streamwriter</module>
+
         <module>elasticsearchwriter</module>
+        <module>mongodbwriter</module>
+        <module>tdenginewriter</module>
+        <module>ocswriter</module>
         <module>tsdbwriter</module>
-        <module>adbpgwriter</module>
         <module>gdbwriter</module>
-        <module>cassandrawriter</module>
-        <module>clickhousewriter</module>
         <module>oscarwriter</module>
-        <module>oceanbasev10writer</module>
+
         <!-- common support module -->
         <module>plugin-rdbms-util</module>
         <module>plugin-unstructured-storage-util</module>
-        <module>hbase20xsqlreader</module>
-        <module>hbase20xsqlwriter</module>
-        <module>kuduwriter</module>
     </modules>
 
     <dependencyManagement>
@@ -182,6 +193,17 @@
                 <version>1.9.5</version>
                 <scope>test</scope>
             </dependency>
+            <dependency>
+                <groupId>org.apache.logging.log4j</groupId>
+                <artifactId>log4j-api</artifactId>
+                <version>2.17.1</version>
+            </dependency>
+
+            <dependency>
+                <groupId>org.apache.logging.log4j</groupId>
+                <artifactId>log4j-core</artifactId>
+                <version>2.17.1</version>
+            </dependency>
         </dependencies>
     </dependencyManagement>
 
@@ -197,6 +219,17 @@
                 <enabled>true</enabled>
             </snapshots>
         </repository>
+        <repository>
+            <id>spring</id>
+            <name>spring</name>
+            <url>https://maven.aliyun.com/repository/spring</url>
+            <releases>
+                <enabled>true</enabled>
+            </releases>
+            <snapshots>
+                <enabled>true</enabled>
+            </snapshots>
+        </repository>
     </repositories>
 
     <pluginRepositories>
diff --git a/postgresqlreader/doc/postgresqlreader.md b/postgresqlreader/doc/postgresqlreader.md
index fed2c7e9..02c354ab 100644
--- a/postgresqlreader/doc/postgresqlreader.md
+++ b/postgresqlreader/doc/postgresqlreader.md
@@ -48,7 +48,7 @@ PostgresqlReader插件实现了从PostgreSQL读取数据。在底层实现上，
                         // 数据库连接密码
                         "password": "xx",
                         "column": [
-                            "id"，"name"
+                            "id","name"
                         ],
                         //切分主键
                         "splitPk": "id",
diff --git a/postgresqlreader/pom.xml b/postgresqlreader/pom.xml
index e7f90325..410d10a2 100755
--- a/postgresqlreader/pom.xml
+++ b/postgresqlreader/pom.xml
@@ -45,7 +45,7 @@
         <dependency>
   			<groupId>org.postgresql</groupId>
   			<artifactId>postgresql</artifactId>
-  			<version>9.3-1102-jdbc4</version>
+  			<version>42.3.3</version>
 		</dependency>
 		
     </dependencies>
diff --git a/postgresqlwriter/pom.xml b/postgresqlwriter/pom.xml
index c3240e04..1c9edaf6 100755
--- a/postgresqlwriter/pom.xml
+++ b/postgresqlwriter/pom.xml
@@ -43,7 +43,7 @@
 		<dependency>
 			<groupId>org.postgresql</groupId>
 			<artifactId>postgresql</artifactId>
-			<version>9.3-1102-jdbc4</version>
+			<version>42.3.3</version>
 		</dependency>
 
 	</dependencies>
diff --git a/postgresqlwriter/src/main/java/com/alibaba/datax/plugin/writer/postgresqlwriter/PostgresqlWriter.java b/postgresqlwriter/src/main/java/com/alibaba/datax/plugin/writer/postgresqlwriter/PostgresqlWriter.java
index 22dc0c1e..2d38db35 100755
--- a/postgresqlwriter/src/main/java/com/alibaba/datax/plugin/writer/postgresqlwriter/PostgresqlWriter.java
+++ b/postgresqlwriter/src/main/java/com/alibaba/datax/plugin/writer/postgresqlwriter/PostgresqlWriter.java
@@ -67,6 +67,8 @@ public class PostgresqlWriter extends Writer {
 				public String calcValueHolder(String columnType){
 					if("serial".equalsIgnoreCase(columnType)){
 						return "?::int";
+					}else if("bigserial".equalsIgnoreCase(columnType)){
+						return "?::int8";
 					}else if("bit".equalsIgnoreCase(columnType)){
 						return "?::bit varying";
 					}
diff --git a/rdbmsreader/doc/rdbmsreader.md b/rdbmsreader/doc/rdbmsreader.md
index dd3039e9..fd8ae103 100644
--- a/rdbmsreader/doc/rdbmsreader.md
+++ b/rdbmsreader/doc/rdbmsreader.md
@@ -138,7 +138,7 @@ RDBMSReader插件实现了从RDBMS读取数据。在底层实现上，RDBMSReade
   
 	**rdbmswriter如何增加新的数据库支持:**  
 	
-	- 进入rdbmsreader对应目录，这里${DATAX_HOME}为DataX主目录，即: ${DATAX_HOME}/plugin/reader/rdbmswriter
+	- 进入rdbmsreader对应目录，这里${DATAX_HOME}为DataX主目录，即: ${DATAX_HOME}/plugin/reader/rdbmsreader
 	- 在rdbmsreader插件目录下有plugin.json配置文件，在此文件中注册您具体的数据库驱动，具体放在drivers数组中。rdbmsreader插件在任务执行时会动态选择合适的数据库驱动连接数据库。
 
 
diff --git a/sqlserverwriter/doc/sqlserverwriter.md b/sqlserverwriter/doc/sqlserverwriter.md
index 255834c6..cdaf1526 100644
--- a/sqlserverwriter/doc/sqlserverwriter.md
+++ b/sqlserverwriter/doc/sqlserverwriter.md
@@ -127,7 +127,7 @@ SqlServerWriter 通过 DataX 框架获取 Reader 生成的协议数据，根据
 
 * **column**
 
-  * 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。如果要依次写入全部列，使用*表示, 例如: "column": ["*"]
+  * 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。如果要依次写入全部列，使用*表示, 例如: "column": ["\*"]
 
     		**column配置项必须指定，不能留空！**
 
diff --git a/tdenginereader/doc/tdenginereader-CN.md b/tdenginereader/doc/tdenginereader-CN.md
new file mode 100644
index 00000000..e9502756
--- /dev/null
+++ b/tdenginereader/doc/tdenginereader-CN.md
@@ -0,0 +1,195 @@
+# DataX TDengineReader
+
+## 1 快速介绍
+
+TDengineReader 插件实现了 TDengine 读取数据的功能。
+
+## 2 实现原理
+
+TDengineReader 通过 TDengine 的 JDBC driver 查询获取数据。
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+* 配置一个从 TDengine 抽取数据作业:
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "meters"
+                ],
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/test?timestampFormat=TIMESTAMP"
+                ]
+              }
+            ],
+            "column": [
+              "ts",
+              "current",
+              "voltage",
+              "phase"
+            ],
+            "where": "ts>=0",
+            "beginDateTime": "2017-07-14 10:40:00",
+            "endDateTime": "2017-08-14 10:40:00"
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+* 配置一个自定义 SQL 的数据抽取作业：
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "user": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "querySql": [
+                  "select * from test.meters"
+                ],
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/test?timestampFormat=TIMESTAMP"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+### 3.2 参数说明
+
+* **username**
+    * 描述：TDengine 实例的用户名 <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **password**
+    * 描述：TDengine 实例的密码 <br />
+    * 必选：是 <br />
+    * 默认值：无 <br />
+* **jdbcUrl**
+    * 描述：TDengine 数据库的JDBC连接信息。注意，jdbcUrl必须包含在connection配置单元中。JdbcUrl具体请参看TDengine官方文档。
+    * 必选：是 <br />
+    * 默认值：无<br />
+* **querySql**
+    * 描述：在有些业务场景下，where 这一配置项不足以描述所筛选的条件，用户可以通过该配置型来自定义筛选SQL。当用户配置了 querySql 后， TDengineReader 就会忽略 table, column,
+      where, beginDateTime, endDateTime这些配置型，直接使用这个配置项的内容对数据进行筛选。例如需要 进行多表join后同步数据，使用 select a,b from table_a join
+      table_b on table_a.id = table_b.id<br />
+    * 必选：否 <br />
+    * 默认值：无 <br />
+* **table**
+    * 描述：所选取的需要同步的表。使用 JSON 的数组描述，因此支持多张表同时抽取。当配置为多张表时，用户自己需保证多张表是同一 schema 结构， TDengineReader不予检查表是否同一逻辑表。注意，table必须包含在
+      connection 配置单元中。<br />
+    * 必选：是  <br />
+    * 默认值：无 <br />
+* **where**
+    * 描述：筛选条件中的 where 子句，TDengineReader 根据指定的column, table, where, begingDateTime, endDateTime 条件拼接 SQL，并根据这个 SQL
+      进行数据抽取。 <br />
+    * 必选：否 <br />
+    * 默认值：无 <br />
+* **beginDateTime**
+    * 描述：数据的开始时间，Job 迁移从 begineDateTime 到 endDateTime 的数据，格式为 yyyy-MM-dd HH:mm:ss <br />
+    * 必选：否 <br />
+    * 默认值：无 <br />
+* **endDateTime**
+    * 描述：数据的结束时间，Job 迁移从 begineDateTime 到 endDateTime 的数据，格式为 yyyy-MM-dd HH:mm:ss <br />
+    * 必选：否 <br />
+    * 默认值：无 <br />
+
+### 3.3 类型转换
+
+| TDengine 数据类型 | DataX 内部类型 |
+| --------------- | ------------- |
+| TINYINT         | Long          |
+| SMALLINT        | Long          |
+| INTEGER         | Long          |
+| BIGINT          | Long          |
+| FLOAT           | Double        |
+| DOUBLE          | Double        |
+| BOOLEAN         | Bool          |
+| TIMESTAMP       | Date          |
+| BINARY          | Bytes         |
+| NCHAR           | String        |
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+
+#### 4.1.2 机器参数
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+#### 4.2.1 单表测试报告
+
+| 通道数| DataX速度(Rec/s)|DataX流量(MB/s)| DataX机器网卡流出流量(MB/s)|DataX机器运行负载|DB网卡进入流量(MB/s)|DB运行负载|DB TPS|
+|--------| --------|--------|--------|--------|--------|--------|--------|
+|1|                  |                 |                             |                   |                      |            |        |
+|4|                  |                 |                             |                   |                      |            |        |
+|8|                  |                 |                             |                   |                      |            |        |
+|16|                  |                 |                             |                   |                      |            |        |
+|32|                  |                 |                             |                   |                      |            |        |
+
+说明：
+
+#### 4.2.4 性能测试小结
+
+1.
+2.
+
+## 5 约束限制
+
+## FAQ
\ No newline at end of file
diff --git a/tdenginereader/pom.xml b/tdenginereader/pom.xml
new file mode 100644
index 00000000..319152f8
--- /dev/null
+++ b/tdenginereader/pom.xml
@@ -0,0 +1,135 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>tdenginereader</artifactId>
+
+    <properties>
+        <maven.compiler.source>8</maven.compiler.source>
+        <maven.compiler.target>8</maven.compiler.target>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba</groupId>
+            <artifactId>fastjson</artifactId>
+            <version>1.2.78</version>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.datax.tdenginewriter</groupId>
+            <artifactId>tdenginewriter</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>compile</scope>
+        </dependency>
+
+        <dependency>
+            <groupId>com.taosdata.jdbc</groupId>
+            <artifactId>taos-jdbcdriver</artifactId>
+            <version>2.0.37</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>com.alibaba</groupId>
+                    <artifactId>fastjson</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit-version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>plugin-rdbms-util</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>compile</scope>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-core</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>test</scope>
+        </dependency>
+        <!-- 添加 dm8 jdbc jar 包依赖-->
+<!--        <dependency>-->
+<!--            <groupId>com.dameng</groupId>-->
+<!--            <artifactId>dm-jdbc</artifactId>-->
+<!--            <version>1.8</version>-->
+<!--            <scope>system</scope>-->
+<!--            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar</systemPath>-->
+<!--        </dependency>-->
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>2.12.4</version>
+                <configuration>
+                    <!-- 包含哪些测试用例 -->
+                    <includes>
+                        <include>**/*Test.java</include>
+                    </includes>
+                    <!-- 不包含哪些测试用例 -->
+                    <excludes>
+                    </excludes>
+                    <testFailureIgnore>true</testFailureIgnore>
+                </configuration>
+            </plugin>
+
+        </plugins>
+    </build>
+
+</project>
\ No newline at end of file
diff --git a/tdenginereader/src/main/assembly/package.xml b/tdenginereader/src/main/assembly/package.xml
new file mode 100755
index 00000000..b52f20fb
--- /dev/null
+++ b/tdenginereader/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+          xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/reader/tdenginereader</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>tdenginereader-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/reader/tdenginereader</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/reader/tdenginereader/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
new file mode 100644
index 00000000..37977794
--- /dev/null
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -0,0 +1,265 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.element.*;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordSender;
+import com.alibaba.datax.common.spi.Reader;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.writer.tdenginewriter.Key;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.UnsupportedEncodingException;
+import java.sql.*;
+import java.text.ParseException;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.Collections;
+import java.util.List;
+
+public class TDengineReader extends Reader {
+
+    private static final String DATETIME_FORMAT = "yyyy-MM-dd HH:mm:ss";
+
+    public static class Job extends Reader.Job {
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        private Configuration originalConfig;
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            // check username
+            String username = this.originalConfig.getString(Key.USERNAME);
+            if (StringUtils.isBlank(username))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                        "The parameter [" + Key.USERNAME + "] is not set.");
+
+            // check password
+            String password = this.originalConfig.getString(Key.PASSWORD);
+            if (StringUtils.isBlank(password))
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                        "The parameter [" + Key.PASSWORD + "] is not set.");
+
+            // check connection
+            List<Configuration> connectionList = this.originalConfig.getListConfiguration(Key.CONNECTION);
+            if (connectionList == null || connectionList.isEmpty())
+                throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                        "The parameter [" + Key.CONNECTION + "] is not set.");
+            for (int i = 0; i < connectionList.size(); i++) {
+                Configuration conn = connectionList.get(i);
+                // check jdbcUrl
+                List<Object> jdbcUrlList = conn.getList(Key.JDBC_URL);
+                if (jdbcUrlList == null || jdbcUrlList.isEmpty()) {
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                            "The parameter [" + Key.JDBC_URL + "] of connection[" + (i + 1) + "] is not set.");
+                }
+                // check table/querySql
+                List<Object> querySqlList = conn.getList(Key.QUERY_SQL);
+                if (querySqlList == null || querySqlList.isEmpty()) {
+                    String querySql = conn.getString(Key.QUERY_SQL);
+                    if (StringUtils.isBlank(querySql)) {
+                        List<Object> table = conn.getList(Key.TABLE);
+                        if (table == null || table.isEmpty())
+                            throw DataXException.asDataXException(TDengineReaderErrorCode.REQUIRED_VALUE,
+                                    "The parameter [" + Key.TABLE + "] of connection[" + (i + 1) + "] is not set.");
+                    }
+                }
+            }
+
+            SimpleDateFormat format = new SimpleDateFormat(DATETIME_FORMAT);
+            // check beginDateTime
+            String beginDatetime = this.originalConfig.getString(Key.BEGIN_DATETIME);
+            long start = Long.MIN_VALUE;
+            if (!StringUtils.isBlank(beginDatetime)) {
+                try {
+                    start = format.parse(beginDatetime).getTime();
+                } catch (ParseException e) {
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.BEGIN_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
+                }
+            }
+            // check endDateTime
+            String endDatetime = this.originalConfig.getString(Key.END_DATETIME);
+            long end = Long.MAX_VALUE;
+            if (!StringUtils.isBlank(endDatetime)) {
+                try {
+                    end = format.parse(endDatetime).getTime();
+                } catch (ParseException e) {
+                    throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.END_DATETIME + "] needs to conform to the [" + DATETIME_FORMAT + "] format.");
+                }
+            }
+            if (start >= end)
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE,
+                        "The parameter " + Key.BEGIN_DATETIME + ": " + beginDatetime + " should be less than the parameter " + Key.END_DATETIME + ": " + endDatetime + ".");
+
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public List<Configuration> split(int adviceNumber) {
+            List<Configuration> configurations = new ArrayList<>();
+
+            List<Configuration> connectionList = this.originalConfig.getListConfiguration(Key.CONNECTION);
+            for (Configuration conn : connectionList) {
+                List<String> jdbcUrlList = conn.getList(Key.JDBC_URL, String.class);
+                for (String jdbcUrl : jdbcUrlList) {
+                    Configuration clone = this.originalConfig.clone();
+                    clone.set(Key.JDBC_URL, jdbcUrl);
+                    clone.set(Key.TABLE, conn.getList(Key.TABLE));
+                    clone.set(Key.QUERY_SQL, conn.getList(Key.QUERY_SQL));
+                    clone.remove(Key.CONNECTION);
+                    configurations.add(clone);
+                }
+            }
+
+            return configurations;
+        }
+    }
+
+    public static class Task extends Reader.Task {
+        private static final Logger LOG = LoggerFactory.getLogger(Task.class);
+
+        private Configuration readerSliceConfig;
+        private String mandatoryEncoding;
+        private Connection conn;
+
+        private List<String> tables;
+        private List<String> columns;
+        private String startTime;
+        private String endTime;
+        private String where;
+        private List<String> querySql;
+
+        static {
+            try {
+                Class.forName("com.taosdata.jdbc.TSDBDriver");
+                Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
+            } catch (ClassNotFoundException ignored) {
+                LOG.warn(ignored.getMessage(), ignored);
+            }
+        }
+
+        @Override
+        public void init() {
+            this.readerSliceConfig = super.getPluginJobConf();
+
+            String user = readerSliceConfig.getString(Key.USERNAME);
+            String password = readerSliceConfig.getString(Key.PASSWORD);
+
+            String url = readerSliceConfig.getString(Key.JDBC_URL);
+            try {
+                this.conn = DriverManager.getConnection(url, user, password);
+            } catch (SQLException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.CONNECTION_FAILED,
+                        "The parameter [" + Key.JDBC_URL + "] : " + url + " failed to connect since: " + e.getMessage(), e);
+            }
+
+            this.tables = readerSliceConfig.getList(Key.TABLE, String.class);
+            this.columns = readerSliceConfig.getList(Key.COLUMN, String.class);
+            this.startTime = readerSliceConfig.getString(Key.BEGIN_DATETIME);
+            this.endTime = readerSliceConfig.getString(Key.END_DATETIME);
+            this.where = readerSliceConfig.getString(Key.WHERE, "_c0 > " + Long.MIN_VALUE);
+            this.querySql = readerSliceConfig.getList(Key.QUERY_SQL, String.class);
+            this.mandatoryEncoding = readerSliceConfig.getString(Key.MANDATORY_ENCODING, "UTF-8");
+        }
+
+        @Override
+        public void destroy() {
+            try {
+                if (conn != null)
+                    conn.close();
+            } catch (SQLException e) {
+                LOG.error(e.getMessage(), e);
+            }
+        }
+
+        @Override
+        public void startRead(RecordSender recordSender) {
+            List<String> sqlList = new ArrayList<>();
+
+            if (querySql == null || querySql.isEmpty()) {
+                for (String table : tables) {
+                    StringBuilder sb = new StringBuilder();
+                    sb.append("select ").append(StringUtils.join(columns, ",")).append(" from ").append(table).append(" ");
+                    sb.append("where ").append(where);
+                    if (!StringUtils.isBlank(startTime)) {
+                        sb.append(" and _c0 >= '").append(startTime).append("'");
+                    }
+                    if (!StringUtils.isBlank(endTime)) {
+                        sb.append(" and _c0 < '").append(endTime).append("'");
+                    }
+                    String sql = sb.toString().trim();
+                    sqlList.add(sql);
+                }
+            } else {
+                sqlList.addAll(querySql);
+            }
+
+            for (String sql : sqlList) {
+                try (Statement stmt = conn.createStatement()) {
+                    ResultSet rs = stmt.executeQuery(sql);
+                    while (rs.next()) {
+                        Record record = buildRecord(recordSender, rs, mandatoryEncoding);
+                        recordSender.sendToWriter(record);
+                    }
+                } catch (SQLException e) {
+                    LOG.error(e.getMessage(), e);
+                }
+            }
+        }
+
+        private Record buildRecord(RecordSender recordSender, ResultSet rs, String mandatoryEncoding) {
+            Record record = recordSender.createRecord();
+            try {
+                ResultSetMetaData metaData = rs.getMetaData();
+                for (int i = 1; i <= metaData.getColumnCount(); i++) {
+                    int columnType = metaData.getColumnType(i);
+                    switch (columnType) {
+                        case Types.SMALLINT:
+                        case Types.TINYINT:
+                        case Types.INTEGER:
+                        case Types.BIGINT:
+                            record.addColumn(new LongColumn(rs.getString(i)));
+                            break;
+                        case Types.FLOAT:
+                        case Types.DOUBLE:
+                            record.addColumn(new DoubleColumn(rs.getString(i)));
+                            break;
+                        case Types.BOOLEAN:
+                            record.addColumn(new BoolColumn(rs.getBoolean(i)));
+                            break;
+                        case Types.TIMESTAMP:
+                            record.addColumn(new DateColumn(rs.getTimestamp(i)));
+                            break;
+                        case Types.BINARY:
+                            record.addColumn(new BytesColumn(rs.getBytes(i)));
+                            break;
+                        case Types.NCHAR:
+                            String rawData;
+                            if (StringUtils.isBlank(mandatoryEncoding)) {
+                                rawData = rs.getString(i);
+                            } else {
+                                rawData = new String((rs.getBytes(i) == null ? new byte[0] : rs.getBytes(i)), mandatoryEncoding);
+                            }
+                            record.addColumn(new StringColumn(rawData));
+                            break;
+                    }
+                }
+            } catch (SQLException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "database query error！", e);
+            } catch (UnsupportedEncodingException e) {
+                throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE, "illegal mandatoryEncoding", e);
+            }
+            return record;
+        }
+    }
+
+
+}
diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
new file mode 100644
index 00000000..b784ab06
--- /dev/null
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReaderErrorCode.java
@@ -0,0 +1,34 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum TDengineReaderErrorCode implements ErrorCode {
+
+    REQUIRED_VALUE("TDengineReader-00", "parameter value is missing"),
+    ILLEGAL_VALUE("TDengineReader-01", "invalid parameter value"),
+    CONNECTION_FAILED("TDengineReader-02", "connection error"),
+    RUNTIME_EXCEPTION("TDengineWriter-03", "runtime exception");
+
+    private final String code;
+    private final String description;
+
+    TDengineReaderErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code, this.description);
+    }
+}
diff --git a/tdenginereader/src/main/resources/plugin.json b/tdenginereader/src/main/resources/plugin.json
new file mode 100755
index 00000000..7ccdbe63
--- /dev/null
+++ b/tdenginereader/src/main/resources/plugin.json
@@ -0,0 +1,9 @@
+{
+  "name": "tdenginereader",
+  "class": "com.alibaba.datax.plugin.reader.TDengineReader",
+  "description": {
+    "useScene": "data migration from tdengine",
+    "mechanism": "use JDBC to read data from tdengine."
+  },
+  "developer": "zyyang-taosdata"
+}
\ No newline at end of file
diff --git a/tdenginereader/src/main/resources/plugin_job_template.json b/tdenginereader/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..934fe96a
--- /dev/null
+++ b/tdenginereader/src/main/resources/plugin_job_template.json
@@ -0,0 +1,23 @@
+{
+  "name": "tdenginereader",
+  "parameter": {
+    "user": "",
+    "password": "",
+    "connection": [
+      {
+        "table": [
+          ""
+        ],
+        "jdbcUrl": [
+          ""
+        ]
+      }
+    ],
+    "column": [
+      ""
+    ],
+    "beginDateTime": "",
+    "endDateTime": "",
+    "where": ""
+  }
+}
\ No newline at end of file
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java
new file mode 100644
index 00000000..e1064717
--- /dev/null
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2DMTest.java
@@ -0,0 +1,86 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.Random;
+
+@Ignore
+public class TDengine2DMTest {
+    private static final String host1 = "192.168.56.105";
+    private static final String host2 = "192.168.0.72";
+
+    private final Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void t2dm_case01() throws Throwable {
+        // given
+        createSupTable("ms");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2dm.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void t2dm_case02() throws Throwable {
+        // given
+        createSupTable("us");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2dm.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void t2dm_case03() throws Throwable {
+        // given
+        createSupTable("ns");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2dm.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    private void createSupTable(String precision) throws SQLException {
+        final String url = "jdbc:TAOS-RS://" + host1 + ":6041/";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1 precision '" + precision + "'");
+            stmt.execute("create table db1.stb1(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, " +
+                    "f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, t3 smallint, " +
+                    "t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(100))");
+
+            for (int i = 1; i <= 10; i++) {
+                stmt.execute("insert into db1.tb" + i + " using db1.stb1 tags(now, " + random.nextInt(10) + "," +
+                        random.nextInt(10) + "," + random.nextInt(10) + "," + random.nextInt(10) + "," +
+                        random.nextFloat() + "," + random.nextDouble() + "," + random.nextBoolean() + ",'abcABC123'," +
+                        "'北京朝阳望京') values(now+" + i + "s, " + random.nextInt(10) + "," + random.nextInt(10) + "," +
+                        +random.nextInt(10) + "," + random.nextInt(10) + "," + random.nextFloat() + "," +
+                        random.nextDouble() + "," + random.nextBoolean() + ",'abcABC123','北京朝阳望京')");
+            }
+            stmt.close();
+        }
+
+        final String url2 = "jdbc:dm://" + host2 + ":5236";
+        try (Connection conn = DriverManager.getConnection(url2, "TESTUSER", "test123456")) {
+            conn.setAutoCommit(true);
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop table if exists stb2");
+            stmt.execute("create table stb2(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, " +
+                    "f6 double, f7 BIT, f8 VARCHAR(100), f9 VARCHAR2(200), t1 timestamp, t2 tinyint, t3 smallint, " +
+                    "t4 int, t5 bigint, t6 float, t7 double, t8 BIT, t9 VARCHAR(100), t10 VARCHAR2(200))");
+        }
+    }
+
+}
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2StreamTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2StreamTest.java
new file mode 100644
index 00000000..f628a648
--- /dev/null
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengine2StreamTest.java
@@ -0,0 +1,66 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.Random;
+
+@Ignore
+public class TDengine2StreamTest {
+
+    private static final String host = "192.168.56.105";
+    private static final Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void case01() throws Throwable {
+        // given
+        prepare("ms");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2stream-1.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void case02() throws Throwable {
+        // given
+        prepare("ms");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2stream-2.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+
+    private void prepare(String precision) throws SQLException {
+        final String url = "jdbc:TAOS-RS://" + host + ":6041/";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1 precision '" + precision + "'");
+            stmt.execute("create table db1.stb1(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, " +
+                    "f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, t3 smallint, " +
+                    "t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(100))");
+
+            for (int i = 1; i <= 10; i++) {
+                stmt.execute("insert into db1.tb" + i + " using db1.stb1 tags(now, " + random.nextInt(10) + "," +
+                        random.nextInt(10) + "," + random.nextInt(10) + "," + random.nextInt(10) + "," +
+                        random.nextFloat() + "," + random.nextDouble() + "," + random.nextBoolean() + ",'abcABC123'," +
+                        "'北京朝阳望京') values(now+" + i + "s, " + random.nextInt(10) + "," + random.nextInt(10) + "," +
+                        +random.nextInt(10) + "," + random.nextInt(10) + "," + random.nextFloat() + "," +
+                        random.nextDouble() + "," + random.nextBoolean() + ",'abcABC123','北京朝阳望京')");
+            }
+            stmt.close();
+        }
+    }
+
+
+}
diff --git a/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
new file mode 100644
index 00000000..491ddbaf
--- /dev/null
+++ b/tdenginereader/src/test/java/com/alibaba/datax/plugin/reader/TDengineReaderTest.java
@@ -0,0 +1,153 @@
+package com.alibaba.datax.plugin.reader;
+
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.writer.tdenginewriter.Key;
+import org.junit.Assert;
+import org.junit.Test;
+
+import java.util.List;
+
+public class TDengineReaderTest {
+
+    @Test
+    public void jobInit_case01() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\"]}]," +
+                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "\"where\":\"_c0 > 0\"," +
+                "\"beginDateTime\": \"2021-01-01 00:00:00\"," +
+                "\"endDateTime\": \"2021-01-01 12:00:00\"" +
+                "}");
+        job.setPluginJobConf(configuration);
+
+        // when
+        job.init();
+
+        // assert
+        Configuration conf = job.getPluginJobConf();
+
+        Assert.assertEquals("root", conf.getString(Key.USERNAME));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("weather", conf.getString("connection[0].table[0]"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl[0]"));
+        Assert.assertEquals("2021-01-01 00:00:00", conf.getString("beginDateTime"));
+        Assert.assertEquals("2021-01-01 12:00:00", conf.getString("endDateTime"));
+        Assert.assertEquals("_c0 > 0", conf.getString("where"));
+    }
+
+
+    @Test
+    public void jobInit_case02() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"querySql\":[\"select * from weather\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\"]}]," +
+                "}");
+        job.setPluginJobConf(configuration);
+
+        // when
+        job.init();
+
+        // assert
+        Configuration conf = job.getPluginJobConf();
+
+        Assert.assertEquals("root", conf.getString(Key.USERNAME));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl[0]"));
+        Assert.assertEquals("select * from weather", conf.getString("connection[0].querySql[0]"));
+    }
+
+    @Test
+    public void jobSplit_case01() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\"]}]," +
+                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "\"where\":\"_c0 > 0\"," +
+                "\"beginDateTime\": \"2021-01-01 00:00:00\"," +
+                "\"endDateTime\": \"2021-01-01 12:00:00\"" +
+                "}");
+        job.setPluginJobConf(configuration);
+
+        // when
+        job.init();
+        List<Configuration> configurationList = job.split(1);
+
+        // assert
+        Assert.assertEquals(1, configurationList.size());
+        Configuration conf = configurationList.get(0);
+        Assert.assertEquals("root", conf.getString("username"));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("_c0 > 0", conf.getString("where"));
+        Assert.assertEquals("weather", conf.getString("table[0]"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
+
+    }
+
+    @Test
+    public void jobSplit_case02() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"querySql\":[\"select * from weather\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\"]}]," +
+                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "}");
+        job.setPluginJobConf(configuration);
+
+        // when
+        job.init();
+        List<Configuration> configurationList = job.split(1);
+
+        // assert
+        Assert.assertEquals(1, configurationList.size());
+        Configuration conf = configurationList.get(0);
+        Assert.assertEquals("root", conf.getString("username"));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("select * from weather", conf.getString("querySql[0]"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
+    }
+
+    @Test
+    public void jobSplit_case03() {
+        // given
+        TDengineReader.Job job = new TDengineReader.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"connection\": [{\"querySql\":[\"select * from weather\",\"select * from test.meters\"],\"jdbcUrl\":[\"jdbc:TAOS-RS://master:6041/test\", \"jdbc:TAOS://master:6030/test\"]}]," +
+                "\"column\": [\"ts\",\"current\",\"voltage\",\"phase\"]," +
+                "}");
+        job.setPluginJobConf(configuration);
+
+        // when
+        job.init();
+        List<Configuration> configurationList = job.split(1);
+
+        // assert
+        Assert.assertEquals(2, configurationList.size());
+        Configuration conf = configurationList.get(0);
+        Assert.assertEquals("root", conf.getString("username"));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("select * from weather", conf.getString("querySql[0]"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
+
+        Configuration conf1 = configurationList.get(1);
+        Assert.assertEquals("root", conf1.getString("username"));
+        Assert.assertEquals("taosdata", conf1.getString("password"));
+        Assert.assertEquals("select * from weather", conf1.getString("querySql[0]"));
+        Assert.assertEquals("select * from test.meters", conf1.getString("querySql[1]"));
+        Assert.assertEquals("jdbc:TAOS://master:6030/test", conf1.getString("jdbcUrl"));
+    }
+
+}
\ No newline at end of file
diff --git a/tdenginereader/src/test/resources/t2dm.json b/tdenginereader/src/test/resources/t2dm.json
new file mode 100644
index 00000000..d87ade0c
--- /dev/null
+++ b/tdenginereader/src/test/resources/t2dm.json
@@ -0,0 +1,52 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "*"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "rdbmswriter",
+          "parameter": {
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:dm://192.168.0.72:5236"
+              }
+            ],
+            "username": "TESTUSER",
+            "password": "test123456",
+            "table": "stb2",
+            "column": [
+              "*"
+            ]
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginereader/src/test/resources/t2stream-1.json b/tdenginereader/src/test/resources/t2stream-1.json
new file mode 100644
index 00000000..183ab7e2
--- /dev/null
+++ b/tdenginereader/src/test/resources/t2stream-1.json
@@ -0,0 +1,47 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "t1",
+              "t2"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+                ]
+              }
+            ],
+            "where": "t10 = '北京朝阳望京'",
+            "beginDateTime": "2022-03-07 12:00:00",
+            "endDateTime": "2022-03-07 19:00:00"
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginereader/src/test/resources/t2stream-2.json b/tdenginereader/src/test/resources/t2stream-2.json
new file mode 100644
index 00000000..15bfe9be
--- /dev/null
+++ b/tdenginereader/src/test/resources/t2stream-2.json
@@ -0,0 +1,37 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "querySql": [
+                  "select * from stb1 where t10 = '北京朝阳望京' and _c0 >= '2022-03-07 12:00:00' and _c0 < '2022-03-07 19:00:00'"
+                ],
+                "jdbcUrl": [
+                  "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "streamwriter",
+          "parameter": {
+            "encoding": "UTF-8",
+            "print": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/doc/tdenginewriter-CN.md b/tdenginewriter/doc/tdenginewriter-CN.md
new file mode 100644
index 00000000..54cb9b13
--- /dev/null
+++ b/tdenginewriter/doc/tdenginewriter-CN.md
@@ -0,0 +1,245 @@
+# DataX TDengineWriter
+
+简体中文| [English](./tdenginewriter.md)
+
+## 1 快速介绍
+
+TDengineWriter插件实现了写入数据到TDengine数据库目标表的功能。底层实现上，TDengineWriter通过JDBC连接TDengine，按照TDengine的SQL语法，执行insert语句/schemaless语句，将数据写入TDengine。
+
+TDengineWriter可以作为数据迁移工具供DBA将其它数据库的数据导入到TDengine。
+
+
+
+## 2 实现原理
+
+TDengineWriter 通过 DataX 框架获取 Reader生成的协议数据，通过JDBC Driver连接TDengine，执行insert语句/schemaless语句，将数据写入TDengine。
+
+在TDengine中，table可以分成超级表、子表、普通表三种类型，超级表和子表包括colum和tag，子表的tag列的值为固定值，普通表与关系型数据库中表的概念一致。（详细请参考：[数据模型](https://www.taosdata.com/docs/cn/v2.0/architecture#model) ）
+
+TDengineWriter支持向超级表、子表、普通表中写入数据，按照table的类型和column参数中是否包含tbname，使用以下方法进行写入：
+
+1. table为超级表，column中指定tbname：使用自动建表的insert语句，使用tbname作为子表的名称。
+2. table为超级表，column中未指定tbname：使用schemaless写入，TDengine会根据超级表名、tag值计算一个子表名称。
+3. table为子表：使用insert语句写入，ignoreTagUnmatched参数为true时，忽略record中tag值与table的tag值不一致的数据。
+4. table为普通表：使用insert语句写入。
+
+
+
+## 3 功能说明
+### 3.1 配置样例
+
+配置一个写入TDengine的作业
+先在TDengine上创建超级表：
+
+```sql
+create database if not exists test;
+create table test.weather (ts timestamp, temperature int, humidity double) tags(is_normal bool, device_id binary(100), address nchar(100));
+```
+
+使用下面的Job配置，将数据写入TDengine：
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "streamreader",
+          "parameter": {
+            "column": [
+              {
+                "type": "string",
+                "value": "tb1"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:01"
+              },
+              {
+                "type": "long",
+                "random": "0, 10"
+              },
+              {
+                "type": "double",
+                "random": "0, 10"
+              },
+              {
+                "type": "bool",
+                "random": "0, 50"
+              },
+              {
+                "type": "bytes",
+                "value": "abcABC123"
+              },
+              {
+                "type": "string",
+                "value": "北京朝阳望京"
+              }
+            ],
+            "sliceRecordCount": 1
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "temperature",
+              "humidity",
+              "is_normal",
+              "device_id",
+              "address"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test"
+              }
+            ],
+            "batchSize": 100,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+### 3.2 参数说明
+
+* jdbcUrl
+  * 描述：数据源的JDBC连接信息，TDengine的JDBC信息请参考：[Java连接器的使用](https://www.taosdata.com/docs/cn/v2.0/connector/java#url)
+  * 必选：是
+  * 默认值：无
+* username
+  * 描述：用户名
+  * 必选：是
+  * 默认值：无
+* password
+  * 描述：用户名的密码
+  * 必选：是
+  * 默认值：无
+* table
+  * 描述：表名的集合，table应该包含column参数中的所有列（tbname除外）。注意，column中的tbname会被当作TDengine中子表名使用。
+  * 必选：是
+  * 默认值：无
+* column
+  * 描述：字段名的集合，字段的顺序应该与record中column的
+  * 必选：是
+  * 默认值：无
+* batchSize
+  * 描述：每batchSize条record为一个batch进行写入
+  * 必选：否
+  * 默认值：1
+* ignoreTagsUnmatched
+  * 描述：当table为TDengine中的一张子表，table具有tag值。如果数据的tag值与table的tag值不想等，数据不写入到table中。
+  * 必选：否
+  * 默认值：false
+
+
+### 3.3 类型转换
+
+datax中的数据类型，可以映射到TDengine的数据类型
+
+| DataX 内部类型 | TDengine 数据类型                         |
+| -------------- | ----------------------------------------- |
+| INT            | TINYINT, SMALLINT, INT                    |
+| LONG           | TIMESTAMP, TINYINT, SMALLINT, INT, BIGINT |
+| DOUBLE         | FLOAT, DOUBLE                             |
+| STRING         | TIMESTAMP, BINARY, NCHAR                  |
+| BOOL           | BOOL                                      |
+| DATE           | TIMESTAMP                                 |
+| BYTES          | BINARY                                    |
+
+
+
+### 3.4 各数据源到TDengine的参考示例
+
+下面是一些数据源到TDengine进行数据迁移的示例
+
+| 数据迁移示例       | 配置的示例                                                   |
+| ------------------ | ------------------------------------------------------------ |
+| TDengine到TDengine | [超级表到超级表，指定tbname](../src/test/resources/t2t-1.json) |
+| TDengine到TDengine | [超级表到超级表，不指定tbname](../src/test/resources/t2t-2.json) |
+| TDengine到TDengine | [超级表到子表](../src/test/resources/t2t-3.json)             |
+| TDengine到TDengine | [普通表到普通表](../src/test/resources/t2t-4.json)           |
+| RDBMS到TDengine    | [普通表到超级表，指定tbname](../src/test/resources/dm2t-1.json) |
+| RDBMS到TDengine    | [普通表到超级表，不指定tbname](../src/test/resources/dm2t-2.json) |
+| RDBMS到TDengine    | [普通表到子表](../src/test/resources/dm2t-3.json)            |
+| RDBMS到TDengine    | [普通表到普通表](../src/test/resources/dm2t-4.json)          |
+| OpenTSDB到TDengine | [metric到普通表](../src/test/resources/o2t-1.json)           |
+
+
+
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+
+建表语句：
+
+单行记录类似于：
+
+#### 4.1.2 机器参数
+
+* 执行DataX的机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc: DataX 数据不落磁盘，不统计此项
+
+* TDengine数据库机器参数为:
+    1. cpu:
+    2. mem:
+    3. net: 千兆双网卡
+    4. disc:
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1024m -Xmx1024m -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+#### 4.2.1 单表测试报告
+
+| 通道数 | DataX速度(Rec/s) | DataX流量(MB/s) | DataX机器网卡流出流量(MB/s) | DataX机器运行负载 | DB网卡进入流量(MB/s) | DB运行负载 | DB TPS |
+| ------ | ---------------- | --------------- | --------------------------- | ----------------- | -------------------- | ---------- | ------ |
+| 1      |                  |                 |                             |                   |                      |            |        |
+| 4      |                  |                 |                             |                   |                      |            |        |
+| 8      |                  |                 |                             |                   |                      |            |        |
+| 16     |                  |                 |                             |                   |                      |            |        |
+| 32     |                  |                 |                             |                   |                      |            |        |
+
+说明：
+
+1. 
+
+#### 4.2.4 性能测试小结
+
+
+
+
+## 5 约束限制
+
+1. 
+
+
+
+## FAQ
+
+### 源表和目标表的字段顺序一致吗？
+
+是的，TDengineWriter按照column中字段的顺序解析来自datax的数据。
diff --git a/tdenginewriter/doc/tdenginewriter.md b/tdenginewriter/doc/tdenginewriter.md
new file mode 100644
index 00000000..ba20fdb7
--- /dev/null
+++ b/tdenginewriter/doc/tdenginewriter.md
@@ -0,0 +1,196 @@
+# DataX TDengineWriter
+
+[简体中文](./tdenginewriter-CN.md) | English
+
+## 1 Quick Introduction
+
+The TDengineWriter plugin enables writing data to the target table of the TDengine database. At the bottom level, TDengineWriter connects TDengine through JDBC, executes insert statement /schemaless statement according to TDengine SQL syntax, and writes data to TDengine.
+
+TDengineWriter can be used as a data migration tool for DBAs to import data from other databases into TDengine.
+
+
+
+## 2 Implementation
+
+TDengineWriter obtains the protocol data generated by Reader through DataX framework, connects to TDengine through JDBC Driver, executes insert statement /schemaless statement, and writes the data to TDengine.
+
+In TDengine, table can be divided into super table, sub-table and ordinary table. Super table and sub-table include Colum and Tag. The value of tag column of sub-table is fixed value. (details please refer to: [data model](https://www.taosdata.com/docs/cn/v2.0/architecture#model))
+
+The TDengineWriter can write data to super tables, sub-tables, and ordinary tables using the following methods based on the type of the table and whether the column parameter contains TBName:
+
+1. Table is a super table and column specifies tbname: use the automatic insert statement to create the table and use tbname as the name of the sub-table.
+
+2. Table is a super table and column does not contain tbname: use schemaless to write the table. TDengine will auto-create a tbname based on the super table name and tag value.
+
+3. Table is a sub-table: Use insert statement to write, ignoreTagUnmatched parameter is true, ignore data in record whose tag value is inconsistent with that of table.
+
+4. Table is a common table: use insert statement to write data.
+
+
+## 3 Features Introduction
+### 3.1 Sample
+Configure a job to write to TDengine
+
+Create a supertable on TDengine:
+
+```sql
+create database if not exists test;
+create table test.weather (ts timestamp, temperature int, humidity double) tags(is_normal bool, device_id binary(100), address nchar(100));
+```
+
+Write data to TDengine using the following Job configuration:
+
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "streamreader",
+          "parameter": {
+            "column": [
+              {
+                "type": "string",
+                "value": "tb1"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:01"
+              },
+              {
+                "type": "long",
+                "random": "0, 10"
+              },
+              {
+                "type": "double",
+                "random": "0, 10"
+              },
+              {
+                "type": "bool",
+                "random": "0, 50"
+              },
+              {
+                "type": "bytes",
+                "value": "abcABC123"
+              },
+              {
+                "type": "string",
+                "value": "北京朝阳望京"
+              }
+            ],
+            "sliceRecordCount": 1
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "temperature",
+              "humidity",
+              "is_normal",
+              "device_id",
+              "address"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test"
+              }
+            ],
+            "batchSize": 100,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
+```
+
+### 3.2 Configuration
+
+* jdbcUrl
+  * Descrption: Data source JDBC connection information, TDengine JDBC information please refer to: [Java connector](https://www.taosdata.com/docs/cn/v2.0/connector/java#url)
+  * Required: yes
+  * Default: none
+* username
+  * Descrption: username
+  * Required: yes
+  * Default: none
+
+* password
+  * Descrption: password of username
+  * Required: yes
+  * Default: none
+
+* table
+  * Descrption: A list of table names that should contain all of the columns in the column parameter (except tbname). Note that tbname in column is used as the TDengine sub-table name.
+  * Required: yes
+  * Default: none
+
+* column
+  * Descrption: A list of field names, the order of the fields should be the column in the record
+  * Required: yes
+  * Default: none
+
+* batchSize
+  * Descrption: Each batchSize record is written to a batch
+  * Required: no
+  * Default: 1
+
+* ignoreTagsUnmatched
+  * Descrption: When table is a sub-table in TDengine, table has a tag value. If the tag value of the data and the tag value of the table are not equal, the data is not written to the table.
+  * Required: no
+  * Default: false
+
+
+#### 3.3 Type Convert
+
+Data types in datax that can be mapped to data types in TDengine
+
+| DataX Type | TDengine Type                             |
+| ---------- | ----------------------------------------- |
+| INT        | TINYINT, SMALLINT, INT                    |
+| LONG       | TIMESTAMP, TINYINT, SMALLINT, INT, BIGINT |
+| DOUBLE     | FLOAT, DOUBLE                             |
+| STRING     | TIMESTAMP, BINARY, NCHAR                  |
+| BOOL       | BOOL                                      |
+| DATE       | TIMESTAMP                                 |
+| BYTES      | BINARY                                    |
+
+### 3.2 From MongoDB to TDengine
+
+Here are some examples of data sources migrating to TDengine
+
+| Sample               | Configuration                                                |
+| -------------------- | ------------------------------------------------------------ |
+| TDengine to TDengine | [super table to super table with tbname](../src/test/resources/t2t-1.json) |
+| TDengine to TDengine | [super table to super table without tbname](../src/test/resources/t2t-2.json) |
+| TDengine to TDengine | [super table to sub-table](../src/test/resources/t2t-3.json) |
+| TDengine to TDengine | [table to table](../src/test/resources/t2t-4.json)           |
+| RDBMS to TDengine    | [table to super table with tbname](../src/test/resources/dm2t-1.json) |
+| RDBMS to TDengine    | [table to super table without tbname](../src/test/resources/dm2t-2.json) |
+| RDBMS to TDengine    | [table to sub-table](../src/test/resources/dm2t-3.json)      |
+| RDBMS to TDengine    | [table to table](../src/test/resources/dm2t-4.json)          |
+| OpenTSDB to TDengine | [metric to table](../src/test/resources/o2t-1.json)          |
+
+## 4 Restriction
+
+
+
+## FAQ
+
+### Do columns in source table and columns in target table must be in the same order?
+
+Yes, TDengineWriter parses the data from the Datax in the order of the fields in the column.
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
new file mode 100644
index 00000000..6a7ff251
--- /dev/null
+++ b/tdenginewriter/pom.xml
@@ -0,0 +1,138 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <groupId>com.alibaba.datax.tdenginewriter</groupId>
+    <artifactId>tdenginewriter</artifactId>
+    <version>0.0.1-SNAPSHOT</version>
+
+    <properties>
+        <maven.compiler.source>8</maven.compiler.source>
+        <maven.compiler.target>8</maven.compiler.target>
+    </properties>
+
+    <dependencies>
+
+        <dependency>
+            <groupId>com.alibaba</groupId>
+            <artifactId>fastjson</artifactId>
+            <version>1.2.78</version>
+        </dependency>
+
+        <dependency>
+            <groupId>com.taosdata.jdbc</groupId>
+            <artifactId>taos-jdbcdriver</artifactId>
+            <version>2.0.37</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>com.alibaba</groupId>
+                    <artifactId>fastjson</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>org.apache.commons</groupId>
+            <artifactId>commons-lang3</artifactId>
+            <version>${commons-lang3-version}</version>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>${junit-version}</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-core</artifactId>
+            <version>0.0.1-SNAPSHOT</version>
+            <scope>test</scope>
+        </dependency>
+        <dependency>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>5.1.49</version>
+            <scope>test</scope>
+        </dependency>
+        <!-- 添加 dm8 jdbc jar 包依赖-->
+        <!--        <dependency>-->
+        <!--            <groupId>com.dameng</groupId>-->
+        <!--            <artifactId>dm-jdbc</artifactId>-->
+        <!--            <version>1.8</version>-->
+        <!--            <scope>system</scope>-->
+        <!--            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar-->
+        <!--            </systemPath>-->
+        <!--        </dependency>-->
+
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+
+            <plugin>
+                <groupId>org.apache.maven.plugins</groupId>
+                <artifactId>maven-surefire-plugin</artifactId>
+                <version>2.12.4</version>
+                <configuration>
+                    <!-- 包含哪些测试用例 -->
+                    <includes>
+                        <include>**/*Test.java</include>
+                    </includes>
+                    <!-- 不包含哪些测试用例 -->
+                    <excludes>
+                    </excludes>
+                    <testFailureIgnore>true</testFailureIgnore>
+                </configuration>
+            </plugin>
+
+        </plugins>
+    </build>
+
+</project>
\ No newline at end of file
diff --git a/tdenginewriter/src/main/assembly/package.xml b/tdenginewriter/src/main/assembly/package.xml
new file mode 100644
index 00000000..d3b75ea2
--- /dev/null
+++ b/tdenginewriter/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+          xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+          xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/writer/tdenginewriter</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>tdenginewriter-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/writer/tdenginewriter</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/writer/tdenginewriter/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/ColumnMeta.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/ColumnMeta.java
new file mode 100644
index 00000000..5c77eccd
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/ColumnMeta.java
@@ -0,0 +1,24 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class ColumnMeta {
+    String field;
+    String type;
+    int length;
+    String note;
+    boolean isTag;
+    boolean isPrimaryKey;
+    Object value;
+
+    @Override
+    public String toString() {
+        return "ColumnMeta{" +
+                "field='" + field + '\'' +
+                ", type='" + type + '\'' +
+                ", length=" + length +
+                ", note='" + note + '\'' +
+                ", isTag=" + isTag +
+                ", isPrimaryKey=" + isPrimaryKey +
+                ", value=" + value +
+                '}';
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
new file mode 100644
index 00000000..e0445219
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
@@ -0,0 +1,6 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class Constants {
+    public static final int DEFAULT_BATCH_SIZE = 1000;
+    public static final boolean DEFAULT_IGNORE_TAGS_UNMATCHED = false;
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
new file mode 100644
index 00000000..f22d4d6c
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DataHandler.java
@@ -0,0 +1,8 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+
+public interface DataHandler {
+    int handle(RecordReceiver lineReceiver, TaskPluginCollector collector);
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
new file mode 100644
index 00000000..9801a323
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -0,0 +1,556 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.util.Configuration;
+import com.taosdata.jdbc.SchemalessWriter;
+import com.taosdata.jdbc.enums.SchemalessProtocolType;
+import com.taosdata.jdbc.enums.SchemalessTimestampType;
+import com.taosdata.jdbc.utils.Utils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.*;
+import java.util.*;
+import java.util.Date;
+import java.util.stream.Collectors;
+
+public class DefaultDataHandler implements DataHandler {
+    private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
+
+    private final TaskPluginCollector taskPluginCollector;
+    private String username;
+    private String password;
+    private String jdbcUrl;
+    private int batchSize;
+    private boolean ignoreTagsUnmatched;
+
+    private List<String> tables;
+    private List<String> columns;
+
+    private Map<String, TableMeta> tableMetas;
+    private SchemaManager schemaManager;
+
+    public void setTableMetas(Map<String, TableMeta> tableMetas) {
+        this.tableMetas = tableMetas;
+    }
+
+    public void setColumnMetas(Map<String, List<ColumnMeta>> columnMetas) {
+        this.columnMetas = columnMetas;
+    }
+
+    public void setSchemaManager(SchemaManager schemaManager) {
+        this.schemaManager = schemaManager;
+    }
+
+    private Map<String, List<ColumnMeta>> columnMetas;
+
+    static {
+        try {
+            Class.forName("com.taosdata.jdbc.TSDBDriver");
+            Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
+        } catch (ClassNotFoundException ignored) {
+        }
+    }
+
+    public DefaultDataHandler(Configuration configuration, TaskPluginCollector taskPluginCollector) {
+        this.username = configuration.getString(Key.USERNAME);
+        this.password = configuration.getString(Key.PASSWORD);
+        this.jdbcUrl = configuration.getString(Key.JDBC_URL);
+        this.batchSize = configuration.getInt(Key.BATCH_SIZE, Constants.DEFAULT_BATCH_SIZE);
+        this.tables = configuration.getList(Key.TABLE, String.class);
+        this.columns = configuration.getList(Key.COLUMN, String.class);
+        this.ignoreTagsUnmatched = configuration.getBool(Key.IGNORE_TAGS_UNMATCHED, Constants.DEFAULT_IGNORE_TAGS_UNMATCHED);
+        this.taskPluginCollector = taskPluginCollector;
+    }
+
+    @Override
+    public int handle(RecordReceiver lineReceiver, TaskPluginCollector collector) {
+        int count = 0;
+        int affectedRows = 0;
+
+        try (Connection conn = DriverManager.getConnection(jdbcUrl, username, password)) {
+            LOG.info("connection[ jdbcUrl: " + jdbcUrl + ", username: " + username + "] established.");
+            if (schemaManager == null) {
+                // prepare table_name -> table_meta
+                this.schemaManager = new SchemaManager(conn);
+                this.tableMetas = schemaManager.loadTableMeta(tables);
+                // prepare table_name -> column_meta
+                this.columnMetas = schemaManager.loadColumnMetas(tables);
+            }
+
+            List<Record> recordBatch = new ArrayList<>();
+            Record record;
+            for (int i = 1; (record = lineReceiver.getFromReader()) != null; i++) {
+                if (i % batchSize != 0) {
+                    recordBatch.add(record);
+                } else {
+                    try {
+                        recordBatch.add(record);
+                        affectedRows += writeBatch(conn, recordBatch);
+                    } catch (Exception e) {
+                        LOG.warn("use one row insert. because:" + e.getMessage());
+                        affectedRows += writeEachRow(conn, recordBatch);
+                    }
+                    recordBatch.clear();
+                }
+                count++;
+            }
+
+            if (!recordBatch.isEmpty()) {
+                try {
+                    affectedRows += writeBatch(conn, recordBatch);
+                } catch (Exception e) {
+                    LOG.warn("use one row insert. because:" + e.getMessage());
+                    affectedRows += writeEachRow(conn, recordBatch);
+                }
+                recordBatch.clear();
+            }
+        } catch (SQLException e) {
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
+        }
+
+        if (affectedRows != count) {
+            LOG.error("write record missing or incorrect happened, affectedRows: " + affectedRows + ", total: " + count);
+        }
+
+        return affectedRows;
+    }
+
+    private int writeEachRow(Connection conn, List<Record> recordBatch) {
+        int affectedRows = 0;
+        for (Record record : recordBatch) {
+            List<Record> recordList = new ArrayList<>();
+            recordList.add(record);
+            try {
+                affectedRows += writeBatch(conn, recordList);
+            } catch (Exception e) {
+                LOG.error(e.getMessage(), e);
+                this.taskPluginCollector.collectDirtyRecord(record, e);
+            }
+        }
+        return affectedRows;
+    }
+
+    /**
+     * table: [ "stb1", "stb2", "tb1", "tb2", "t1" ]
+     * stb1[ts,f1,f2] tags:[t1]
+     * stb2[ts,f1,f2,f3] tags:[t1,t2]
+     * 1. tables 表的的类型分成：stb(super table)/tb(sub table)/t(original table)
+     * 2. 对于stb，自动建表/schemaless
+     * 2.1: data中有tbname字段, 例如：data: [ts, f1, f2, f3, t1, t2, tbname] tbColumn: [ts, f1, f2, t1] => insert into tbname using stb1 tags(t1) values(ts, f1, f2)
+     * 2.2: data中没有tbname字段，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => schemaless: stb1,t1=t1 f1=f1,f2=f2 ts, 没有批量写
+     * 3. 对于tb，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => insert into tb(ts, f1, f2) values(ts, f1, f2)
+     * 4. 对于t，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, f3, t1, t2] insert into t(ts, f1, f2, f3, t1, t2) values(ts, f1, f2, f3, t1, t2)
+     */
+    public int writeBatch(Connection conn, List<Record> recordBatch) throws Exception {
+        int affectedRows = 0;
+        for (String table : tables) {
+            TableMeta tableMeta = tableMetas.get(table);
+            switch (tableMeta.tableType) {
+                case SUP_TABLE: {
+                    if (columns.contains("tbname"))
+                        affectedRows += writeBatchToSupTableBySQL(conn, table, recordBatch);
+                    else
+                        affectedRows += writeBatchToSupTableBySchemaless(conn, table, recordBatch);
+                }
+                break;
+                case SUB_TABLE:
+                    affectedRows += writeBatchToSubTable(conn, table, recordBatch);
+                    break;
+                case NML_TABLE:
+                default:
+                    affectedRows += writeBatchToNormalTable(conn, table, recordBatch);
+            }
+        }
+        return affectedRows;
+    }
+
+    /**
+     * insert into record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
+     * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
+     * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
+     */
+    private int writeBatchToSupTableBySQL(Connection conn, String table, List<Record> recordBatch) throws Exception {
+        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+
+        StringBuilder sb = new StringBuilder("insert into");
+        for (Record record : recordBatch) {
+            sb.append(" ").append(record.getColumn(indexOf("tbname")).asString())
+                    .append(" using ").append(table)
+                    .append(" tags");
+//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+//                return colMeta.isTag;
+//            }).map(colMeta -> {
+//                return buildColumnValue(colMeta, record);
+//            }).collect(Collectors.joining(",", "(", ")")));
+            sb.append("(");
+            for (int i = 0; i < columns.size(); i++) {
+                ColumnMeta colMeta = columnMetas.get(i);
+                if (!columns.contains(colMeta.field))
+                    continue;
+                if (!colMeta.isTag)
+                    continue;
+                String tagValue = buildColumnValue(colMeta, record);
+                if (i == 0) {
+                    sb.append(tagValue);
+                } else {
+                    sb.append(",").append(tagValue);
+                }
+            }
+            sb.append(")");
+
+            sb.append(" ").append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return !colMeta.isTag;
+                    }).map(colMeta -> {
+                        return colMeta.field;
+                    }).collect(Collectors.joining(",", "(", ")")))
+                    .append(" values");
+
+//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+//                return !colMeta.isTag;
+//            }).map(colMeta -> {
+//                return buildColumnValue(colMeta, record);
+//            }).collect(Collectors.joining(",", "(", ")")));
+            sb.append("(");
+            for (int i = 0; i < columnMetas.size(); i++) {
+                ColumnMeta colMeta = columnMetas.get(i);
+                if (!columns.contains(colMeta.field))
+                    continue;
+                if (colMeta.isTag)
+                    continue;
+                String colValue = buildColumnValue(colMeta, record);
+                if (i == 0) {
+                    sb.append(colValue);
+                } else {
+                    sb.append(",").append(colValue);
+                }
+            }
+            sb.append(")");
+        }
+        String sql = sb.toString();
+
+        return executeUpdate(conn, sql);
+    }
+
+    private int executeUpdate(Connection conn, String sql) throws SQLException {
+        int count;
+        try (Statement stmt = conn.createStatement()) {
+            LOG.debug(">>> " + sql);
+            count = stmt.executeUpdate(sql);
+        }
+        return count;
+    }
+
+    private String buildColumnValue(ColumnMeta colMeta, Record record) throws Exception {
+        Column column = record.getColumn(indexOf(colMeta.field));
+        TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
+        Column.Type type = column.getType();
+        switch (type) {
+            case DATE: {
+                Date value = column.asDate();
+                switch (timestampPrecision) {
+                    case MILLISEC:
+                        return "" + (value.getTime());
+                    case MICROSEC:
+                        return "" + (value.getTime() * 1000);
+                    case NANOSEC:
+                        return "" + (value.getTime() * 1000_000);
+                    default:
+                        return "'" + column.asString() + "'";
+                }
+            }
+            case BYTES:
+            case STRING:
+                if (colMeta.type.equals("TIMESTAMP"))
+                    return "\"" + column.asString() + "\"";
+                String value = column.asString();
+                return "\'" + Utils.escapeSingleQuota(value) + "\'";
+            case NULL:
+            case BAD:
+                return "NULL";
+            case BOOL:
+            case DOUBLE:
+            case INT:
+            case LONG:
+                column.asString();
+            default:
+                throw new Exception("invalid column type: " + type);
+        }
+    }
+
+    /**
+     * table: ["stb1"], column: ["ts", "f1", "f2", "t1"]
+     * data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => schemaless: stb1,t1=t1 f1=f1,f2=f2 ts
+     */
+    private int writeBatchToSupTableBySchemaless(Connection conn, String table, List<Record> recordBatch) throws SQLException {
+        int count = 0;
+        TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
+
+        List<ColumnMeta> columnMetaList = this.columnMetas.get(table);
+        ColumnMeta ts = columnMetaList.stream().filter(colMeta -> colMeta.isPrimaryKey).findFirst().get();
+
+        List<String> lines = new ArrayList<>();
+        for (Record record : recordBatch) {
+            StringBuilder sb = new StringBuilder();
+            sb.append(table).append(",")
+                    .append(columnMetaList.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return colMeta.isTag;
+                    }).map(colMeta -> {
+                        String value = record.getColumn(indexOf(colMeta.field)).asString();
+                        if (value.contains(" "))
+                            value = value.replace(" ", "\\ ");
+                        return colMeta.field + "=" + value;
+                    }).collect(Collectors.joining(",")))
+                    .append(" ")
+                    .append(columnMetaList.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return !colMeta.isTag && !colMeta.isPrimaryKey;
+                    }).map(colMeta -> {
+                        return colMeta.field + "=" + buildSchemalessColumnValue(colMeta, record);
+//                        return colMeta.field + "=" + record.getColumn(indexOf(colMeta.field)).asString();
+                    }).collect(Collectors.joining(",")))
+                    .append(" ");
+            // timestamp
+            Column column = record.getColumn(indexOf(ts.field));
+            Object tsValue = column.getRawData();
+            if (column.getType() == Column.Type.DATE && tsValue instanceof Date) {
+                long time = column.asDate().getTime();
+                switch (timestampPrecision) {
+                    case NANOSEC:
+                        sb.append(time * 1000000);
+                        break;
+                    case MICROSEC:
+                        sb.append(time * 1000);
+                        break;
+                    case MILLISEC:
+                    default:
+                        sb.append(time);
+                }
+            } else if (column.getType() == Column.Type.STRING) {
+                sb.append(Utils.parseTimestamp(column.asString()));
+            } else {
+                sb.append(column.asLong());
+            }
+            String line = sb.toString();
+            LOG.debug(">>> " + line);
+            lines.add(line);
+            count++;
+        }
+
+        SchemalessWriter writer = new SchemalessWriter(conn);
+        SchemalessTimestampType timestampType;
+        switch (timestampPrecision) {
+            case NANOSEC:
+                timestampType = SchemalessTimestampType.NANO_SECONDS;
+                break;
+            case MICROSEC:
+                timestampType = SchemalessTimestampType.MICRO_SECONDS;
+                break;
+            case MILLISEC:
+                timestampType = SchemalessTimestampType.MILLI_SECONDS;
+                break;
+            default:
+                timestampType = SchemalessTimestampType.NOT_CONFIGURED;
+        }
+
+        writer.write(lines, SchemalessProtocolType.LINE, timestampType);
+
+        LOG.warn("schemalessWriter does not return affected rows!");
+        return count;
+    }
+
+    private long dateAsLong(Column column) {
+        TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
+        long time = column.asDate().getTime();
+        switch (timestampPrecision) {
+            case NANOSEC:
+                return time * 1000000;
+            case MICROSEC:
+                return time * 1000;
+            case MILLISEC:
+            default:
+                return time;
+        }
+    }
+
+    private String buildSchemalessColumnValue(ColumnMeta colMeta, Record record) {
+        Column column = record.getColumn(indexOf(colMeta.field));
+        switch (column.getType()) {
+            case DATE:
+                if (colMeta.type.equals("TIMESTAMP"))
+                    return dateAsLong(column) + "i64";
+                return "L'" + column.asString() + "'";
+            case NULL:
+            case BAD:
+                return "NULL";
+            case DOUBLE: {
+                if (colMeta.type.equals("FLOAT"))
+                    return column.asString() + "f32";
+                if (colMeta.type.equals("DOUBLE"))
+                    return column.asString() + "f64";
+            }
+            case INT:
+            case LONG: {
+                if (colMeta.type.equals("TINYINT"))
+                    return column.asString() + "i8";
+                if (colMeta.type.equals("SMALLINT"))
+                    return column.asString() + "i16";
+                if (colMeta.type.equals("INT"))
+                    return column.asString() + "i32";
+                if (colMeta.type.equals("BIGINT"))
+                    return column.asString() + "i64";
+            }
+            case BYTES:
+            case STRING:
+                if (colMeta.type.equals("TIMESTAMP"))
+                    return column.asString() + "i64";
+                String value = column.asString();
+                value = value.replace("\"", "\\\"");
+                if (colMeta.type.startsWith("BINARY"))
+                    return "\"" + value + "\"";
+                if (colMeta.type.startsWith("NCHAR"))
+                    return "L\"" + value + "\"";
+            case BOOL:
+            default:
+                return column.asString();
+        }
+    }
+
+    /**
+     * table: ["tb1"], column: [tbname, ts, f1, f2, t1]
+     * if contains("tbname") and tbname != tb1 continue;
+     * else if t1 != record[idx(t1)] or t2 != record[idx(t2)]... continue;
+     * else
+     * insert into tb1 (ts, f1, f2) values( record[idx(ts)], record[idx(f1)], record[idx(f2)])
+     */
+    private int writeBatchToSubTable(Connection conn, String table, List<Record> recordBatch) throws Exception {
+        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+
+        StringBuilder sb = new StringBuilder();
+        sb.append("insert into ").append(table).append(" ")
+                .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                    return !colMeta.isTag;
+                }).map(colMeta -> {
+                    return colMeta.field;
+                }).collect(Collectors.joining(",", "(", ")")))
+                .append(" values");
+        int validRecords = 0;
+        for (Record record : recordBatch) {
+            if (columns.contains("tbname") && !table.equals(record.getColumn(indexOf("tbname")).asString()))
+                continue;
+
+            boolean tagsAllMatch = columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                return colMeta.isTag;
+            }).allMatch(colMeta -> {
+                Column column = record.getColumn(indexOf(colMeta.field));
+                boolean equals = equals(column, colMeta);
+                return equals;
+            });
+
+            if (ignoreTagsUnmatched && !tagsAllMatch)
+                continue;
+
+//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+//                return !colMeta.isTag;
+//            }).map(colMeta -> {
+//                return buildColumnValue(colMeta, record);
+//            }).collect(Collectors.joining(", ", "(", ") ")));
+            sb.append("(");
+            for (int i = 0; i < columnMetas.size(); i++) {
+                ColumnMeta colMeta = columnMetas.get(i);
+                if (colMeta.isTag)
+                    continue;
+                String colValue = buildColumnValue(colMeta, record);
+                if (i == 0) {
+                    sb.append(colValue);
+                } else {
+                    sb.append(",").append(colValue);
+                }
+            }
+            sb.append(")");
+
+            validRecords++;
+        }
+
+        if (validRecords == 0) {
+            LOG.warn("no valid records in this batch");
+            return 0;
+        }
+
+        String sql = sb.toString();
+        return executeUpdate(conn, sql);
+    }
+
+    private boolean equals(Column column, ColumnMeta colMeta) {
+        switch (column.getType()) {
+            case BOOL:
+                return column.asBoolean().equals(Boolean.valueOf(colMeta.value.toString()));
+            case INT:
+            case LONG:
+                return column.asLong().equals(Long.valueOf(colMeta.value.toString()));
+            case DOUBLE:
+                return column.asDouble().equals(Double.valueOf(colMeta.value.toString()));
+            case NULL:
+                return colMeta.value == null;
+            case DATE:
+                return column.asDate().getTime() == ((Timestamp) colMeta.value).getTime();
+            case BAD:
+            case BYTES:
+                return Arrays.equals(column.asBytes(), (byte[]) colMeta.value);
+            case STRING:
+            default:
+                return column.asString().equals(colMeta.value.toString());
+        }
+    }
+
+    /**
+     * table: ["weather"], column: ["ts, f1, f2, f3, t1, t2"]
+     * sql: insert into weather (ts, f1, f2, f3, t1, t2) values( record[idx(ts), record[idx(f1)], ...)
+     */
+    private int writeBatchToNormalTable(Connection conn, String table, List<Record> recordBatch) throws Exception {
+        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+
+        StringBuilder sb = new StringBuilder();
+        sb.append("insert into ").append(table)
+                .append(" ")
+                .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
+                    return colMeta.field;
+                }).collect(Collectors.joining(",", "(", ")")))
+                .append(" values ");
+
+        for (Record record : recordBatch) {
+//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
+//                return buildColumnValue(colMeta, record);
+//            }).collect(Collectors.joining(",", "(", ")")));
+            sb.append("(");
+            for (int i = 0; i < columnMetas.size(); i++) {
+                ColumnMeta colMeta = columnMetas.get(i);
+                if (!columns.contains(colMeta.field))
+                    continue;
+                String colValue = buildColumnValue(colMeta, record);
+                if (i == 0) {
+                    sb.append(colValue);
+                } else {
+                    sb.append(",").append(colValue);
+                }
+            }
+            sb.append(")");
+        }
+
+        String sql = sb.toString();
+        return executeUpdate(conn, sql);
+    }
+
+    private int indexOf(String colName) throws DataXException {
+        for (int i = 0; i < columns.size(); i++) {
+            if (columns.get(i).equals(colName))
+                return i;
+        }
+        throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION,
+                "cannot find col: " + colName + " in columns: " + columns);
+    }
+
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
new file mode 100644
index 00000000..1a9358db
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Key.java
@@ -0,0 +1,18 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class Key {
+    public static final String USERNAME = "username";
+    public static final String PASSWORD = "password";
+    public static final String CONNECTION = "connection";
+    public static final String BATCH_SIZE = "batchSize";
+    public static final String TABLE = "table";
+    public static final String JDBC_URL = "jdbcUrl";
+    public static final String COLUMN = "column";
+    public static final String IGNORE_TAGS_UNMATCHED = "ignoreTagsUnmatched";
+
+    public static final String BEGIN_DATETIME = "beginDateTime";
+    public static final String END_DATETIME = "endDateTime";
+    public static final String WHERE = "where";
+    public static final String QUERY_SQL = "querySql";
+    public static final String MANDATORY_ENCODING = "mandatoryEncoding";
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
new file mode 100644
index 00000000..2fb5a98f
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/OpentsdbDataHandler.java
@@ -0,0 +1,99 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.util.Configuration;
+import com.taosdata.jdbc.SchemalessWriter;
+import com.taosdata.jdbc.enums.SchemalessProtocolType;
+import com.taosdata.jdbc.enums.SchemalessTimestampType;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+
+public class OpentsdbDataHandler implements DataHandler {
+    private static final Logger LOG = LoggerFactory.getLogger(OpentsdbDataHandler.class);
+    private SchemalessWriter writer;
+
+    private String jdbcUrl;
+    private String user;
+    private String password;
+    int batchSize;
+
+    public OpentsdbDataHandler(Configuration config) {
+        // opentsdb json protocol use JNI and schemaless API to write
+        this.jdbcUrl = config.getString(Key.JDBC_URL);
+        this.user = config.getString(Key.USERNAME, "root");
+        this.password = config.getString(Key.PASSWORD, "taosdata");
+        this.batchSize = config.getInt(Key.BATCH_SIZE, Constants.DEFAULT_BATCH_SIZE);
+    }
+
+    @Override
+    public int handle(RecordReceiver lineReceiver, TaskPluginCollector collector) {
+        int count = 0;
+        try (Connection conn = DriverManager.getConnection(jdbcUrl, user, password);) {
+            LOG.info("connection[ jdbcUrl: " + jdbcUrl + ", username: " + user + "] established.");
+            writer = new SchemalessWriter(conn);
+            count = write(lineReceiver, batchSize);
+        } catch (Exception e) {
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e);
+        }
+
+        return count;
+    }
+
+    private int write(RecordReceiver lineReceiver, int batchSize) throws DataXException {
+        int recordIndex = 1;
+        try {
+            Record record;
+            StringBuilder sb = new StringBuilder();
+            while ((record = lineReceiver.getFromReader()) != null) {
+                if (batchSize == 1) {
+                    String jsonData = recordToString(record);
+                    LOG.debug(">>> " + jsonData);
+                    writer.write(jsonData, SchemalessProtocolType.JSON, SchemalessTimestampType.NOT_CONFIGURED);
+                } else if (recordIndex % batchSize == 1) {
+                    sb.append("[").append(recordToString(record)).append(",");
+                } else if (recordIndex % batchSize == 0) {
+                    sb.append(recordToString(record)).append("]");
+                    String jsonData = sb.toString();
+                    LOG.debug(">>> " + jsonData);
+                    writer.write(jsonData, SchemalessProtocolType.JSON, SchemalessTimestampType.NOT_CONFIGURED);
+                    sb.delete(0, sb.length());
+                } else {
+                    sb.append(recordToString(record)).append(",");
+                }
+                recordIndex++;
+            }
+            if (sb.length() != 0 && sb.charAt(0) == '[') {
+                String jsonData = sb.deleteCharAt(sb.length() - 1).append("]").toString();
+                System.err.println(jsonData);
+                LOG.debug(">>> " + jsonData);
+                writer.write(jsonData, SchemalessProtocolType.JSON, SchemalessTimestampType.NOT_CONFIGURED);
+            }
+        } catch (Exception e) {
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e);
+        }
+        return recordIndex - 1;
+    }
+
+    private String recordToString(Record record) {
+        int recordLength = record.getColumnNumber();
+        if (0 == recordLength) {
+            return "";
+        }
+        Column column;
+        StringBuilder sb = new StringBuilder();
+        for (int i = 0; i < recordLength; i++) {
+            column = record.getColumn(i);
+            sb.append(column.asString()).append("\t");
+        }
+        sb.setLength(sb.length() - 1);
+        return sb.toString();
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
new file mode 100644
index 00000000..f3bdbfbc
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -0,0 +1,177 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.ResultSet;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.*;
+import java.util.stream.Collectors;
+
+public class SchemaManager {
+    private static final Logger LOG = LoggerFactory.getLogger(SchemaManager.class);
+
+    private final Connection conn;
+    private TimestampPrecision precision;
+
+    public SchemaManager(Connection conn) {
+        this.conn = conn;
+    }
+
+    public TimestampPrecision loadDatabasePrecision() throws DataXException {
+        if (this.precision != null)
+            return this.precision;
+
+        try (Statement stmt = conn.createStatement()) {
+            ResultSet rs = stmt.executeQuery("select database()");
+            String dbname = null;
+            while (rs.next()) {
+                dbname = rs.getString("database()");
+            }
+            if (dbname == null)
+                throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION,
+                        "Database not specified or available");
+
+            rs = stmt.executeQuery("show databases");
+            while (rs.next()) {
+                String name = rs.getString("name");
+                if (!name.equalsIgnoreCase(dbname))
+                    continue;
+                String precision = rs.getString("precision");
+                switch (precision) {
+                    case "ns":
+                        this.precision = TimestampPrecision.NANOSEC;
+                        break;
+                    case "us":
+                        this.precision = TimestampPrecision.MICROSEC;
+                        break;
+                    case "ms":
+                    default:
+                        this.precision = TimestampPrecision.MILLISEC;
+                }
+            }
+        } catch (SQLException e) {
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
+        }
+        return this.precision;
+    }
+
+    public Map<String, TableMeta> loadTableMeta(List<String> tables) throws DataXException {
+        Map<String, TableMeta> tableMetas = new HashMap();
+
+        try (Statement stmt = conn.createStatement()) {
+            ResultSet rs = stmt.executeQuery("show stables");
+            while (rs.next()) {
+                TableMeta tableMeta = buildSupTableMeta(rs);
+                if (!tables.contains(tableMeta.tbname))
+                    continue;
+                tableMetas.put(tableMeta.tbname, tableMeta);
+            }
+
+            rs = stmt.executeQuery("show tables");
+            while (rs.next()) {
+                TableMeta tableMeta = buildSubTableMeta(rs);
+                if (!tables.contains(tableMeta.tbname))
+                    continue;
+                tableMetas.put(tableMeta.tbname, tableMeta);
+            }
+
+            for (String tbname : tables) {
+                if (!tableMetas.containsKey(tbname)) {
+                    throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, "table metadata of " + tbname + " is empty!");
+                }
+            }
+        } catch (SQLException e) {
+            throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
+        }
+        return tableMetas;
+    }
+
+    public Map<String, List<ColumnMeta>> loadColumnMetas(List<String> tables) throws DataXException {
+        Map<String, List<ColumnMeta>> ret = new HashMap<>();
+
+        for (String table : tables) {
+            List<ColumnMeta> columnMetaList = new ArrayList<>();
+            try (Statement stmt = conn.createStatement()) {
+                ResultSet rs = stmt.executeQuery("describe " + table);
+                for (int i = 0; rs.next(); i++) {
+                    ColumnMeta columnMeta = buildColumnMeta(rs, i == 0);
+                    columnMetaList.add(columnMeta);
+                }
+            } catch (SQLException e) {
+                throw DataXException.asDataXException(TDengineWriterErrorCode.RUNTIME_EXCEPTION, e.getMessage());
+            }
+
+            if (columnMetaList.isEmpty()) {
+                LOG.error("column metadata of " + table + " is empty!");
+                continue;
+            }
+
+            columnMetaList.stream().filter(colMeta -> colMeta.isTag).forEach(colMeta -> {
+                String sql = "select " + colMeta.field + " from " + table;
+                Object value = null;
+                try (Statement stmt = conn.createStatement()) {
+                    ResultSet rs = stmt.executeQuery(sql);
+                    for (int i = 0; rs.next(); i++) {
+                        value = rs.getObject(colMeta.field);
+                        if (i > 0) {
+                            value = null;
+                            break;
+                        }
+                    }
+                } catch (SQLException e) {
+                    LOG.error(e.getMessage(), e);
+                }
+                colMeta.value = value;
+            });
+
+            LOG.debug("load column metadata of " + table + ": " +
+                    columnMetaList.stream().map(ColumnMeta::toString).collect(Collectors.joining(",", "[", "]"))
+            );
+            ret.put(table, columnMetaList);
+        }
+        return ret;
+    }
+
+    private TableMeta buildSupTableMeta(ResultSet rs) throws SQLException {
+        TableMeta tableMeta = new TableMeta();
+        tableMeta.tableType = TableType.SUP_TABLE;
+        tableMeta.tbname = rs.getString("name");
+        tableMeta.columns = rs.getInt("columns");
+        tableMeta.tags = rs.getInt("tags");
+        tableMeta.tables = rs.getInt("tables");
+
+        if (LOG.isDebugEnabled()){
+            LOG.debug("load table metadata of " + tableMeta.tbname + ": " + tableMeta);
+        }
+        return tableMeta;
+    }
+
+    private TableMeta buildSubTableMeta(ResultSet rs) throws SQLException {
+        TableMeta tableMeta = new TableMeta();
+        String stable_name = rs.getString("stable_name");
+        tableMeta.tableType = StringUtils.isBlank(stable_name) ? TableType.NML_TABLE : TableType.SUB_TABLE;
+        tableMeta.tbname = rs.getString("table_name");
+        tableMeta.columns = rs.getInt("columns");
+        tableMeta.stable_name = StringUtils.isBlank(stable_name) ? null : stable_name;
+
+        LOG.debug("load table metadata of " + tableMeta.tbname + ": " + tableMeta);
+        return tableMeta;
+    }
+
+    private ColumnMeta buildColumnMeta(ResultSet rs, boolean isPrimaryKey) throws SQLException {
+        ColumnMeta columnMeta = new ColumnMeta();
+        columnMeta.field = rs.getString("Field");
+        columnMeta.type = rs.getString("Type");
+        columnMeta.length = rs.getInt("Length");
+        columnMeta.note = rs.getString("Note");
+        columnMeta.isTag = columnMeta.note != null && columnMeta.note.equals("TAG");
+        columnMeta.isPrimaryKey = isPrimaryKey;
+        return columnMeta;
+    }
+
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
new file mode 100644
index 00000000..73982744
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriter.java
@@ -0,0 +1,114 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class TDengineWriter extends Writer {
+
+    private static final String PEER_PLUGIN_NAME = "peerPluginName";
+
+    public static class Job extends Writer.Job {
+
+        private Configuration originalConfig;
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            this.originalConfig.set(PEER_PLUGIN_NAME, getPeerPluginName());
+
+            // check username
+            String user = this.originalConfig.getString(Key.USERNAME);
+            if (StringUtils.isBlank(user))
+                throw DataXException.asDataXException(TDengineWriterErrorCode.REQUIRED_VALUE, "The parameter ["
+                        + Key.USERNAME + "] is not set.");
+
+            // check password
+            String password = this.originalConfig.getString(Key.PASSWORD);
+            if (StringUtils.isBlank(password))
+                throw DataXException.asDataXException(TDengineWriterErrorCode.REQUIRED_VALUE, "The parameter ["
+                        + Key.PASSWORD + "] is not set.");
+
+            // check connection
+            List<Object> connection = this.originalConfig.getList(Key.CONNECTION);
+            if (connection == null || connection.isEmpty())
+                throw DataXException.asDataXException(TDengineWriterErrorCode.REQUIRED_VALUE, "The parameter ["
+                        + Key.CONNECTION + "] is not set.");
+            if (connection.size() > 1)
+                LOG.warn("connection.size is " + connection.size() + " and only connection[0] will be used.");
+            Configuration conn = Configuration.from(connection.get(0).toString());
+            String jdbcUrl = conn.getString(Key.JDBC_URL);
+            if (StringUtils.isBlank(jdbcUrl))
+                throw DataXException.asDataXException(TDengineWriterErrorCode.REQUIRED_VALUE, "The parameter ["
+                        + Key.JDBC_URL + "] of connection is not set.");
+
+            // check column
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            List<Configuration> writerSplitConfigs = new ArrayList<>();
+
+            List<Object> conns = this.originalConfig.getList(Key.CONNECTION);
+            for (int i = 0; i < mandatoryNumber; i++) {
+                Configuration clone = this.originalConfig.clone();
+                Configuration conf = Configuration.from(conns.get(0).toString());
+                String jdbcUrl = conf.getString(Key.JDBC_URL);
+                clone.set(Key.JDBC_URL, jdbcUrl);
+                clone.set(Key.TABLE, conf.getList(Key.TABLE));
+                clone.remove(Key.CONNECTION);
+                writerSplitConfigs.add(clone);
+            }
+
+            return writerSplitConfigs;
+        }
+    }
+
+    public static class Task extends Writer.Task {
+        private static final Logger LOG = LoggerFactory.getLogger(Task.class);
+
+        private Configuration writerSliceConfig;
+        private TaskPluginCollector taskPluginCollector;
+
+        @Override
+        public void init() {
+            this.writerSliceConfig = getPluginJobConf();
+            this.taskPluginCollector = super.getTaskPluginCollector();
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+
+        @Override
+        public void startWrite(RecordReceiver lineReceiver) {
+            String peerPluginName = this.writerSliceConfig.getString(PEER_PLUGIN_NAME);
+            LOG.debug("start to handle record from: " + peerPluginName);
+
+            DataHandler handler;
+            if (peerPluginName.equals("opentsdbreader"))
+                handler = new OpentsdbDataHandler(this.writerSliceConfig);
+            else
+                handler = new DefaultDataHandler(this.writerSliceConfig, this.taskPluginCollector);
+
+            long records = handler.handle(lineReceiver, getTaskPluginCollector());
+            LOG.debug("handle data finished, records: " + records);
+        }
+
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
new file mode 100644
index 00000000..e1f2bc29
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
@@ -0,0 +1,34 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum TDengineWriterErrorCode implements ErrorCode {
+
+    REQUIRED_VALUE("TDengineWriter-00", "parameter value is missing"),
+    ILLEGAL_VALUE("TDengineWriter-01", "invalid parameter value"),
+    RUNTIME_EXCEPTION("TDengineWriter-02", "runtime exception"),
+    TYPE_ERROR("TDengineWriter-03", "data type mapping error");
+
+    private final String code;
+    private final String description;
+
+    TDengineWriterErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code, this.description);
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableMeta.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableMeta.java
new file mode 100644
index 00000000..2a6b0536
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableMeta.java
@@ -0,0 +1,22 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public class TableMeta {
+    TableType tableType;
+    String tbname;
+    int columns;
+    int tags;
+    int tables;
+    String stable_name;
+
+    @Override
+    public String toString() {
+        return "TableMeta{" +
+                "tableType=" + tableType +
+                ", tbname='" + tbname + '\'' +
+                ", columns=" + columns +
+                ", tags=" + tags +
+                ", tables=" + tables +
+                ", stable_name='" + stable_name + '\'' +
+                '}';
+    }
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableType.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableType.java
new file mode 100644
index 00000000..6c97ac3f
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TableType.java
@@ -0,0 +1,5 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public enum TableType {
+    SUP_TABLE, SUB_TABLE, NML_TABLE
+}
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TimestampPrecision.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TimestampPrecision.java
new file mode 100644
index 00000000..46564d6a
--- /dev/null
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TimestampPrecision.java
@@ -0,0 +1,5 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+public enum TimestampPrecision {
+    MILLISEC, MICROSEC, NANOSEC
+}
diff --git a/tdenginewriter/src/main/resources/plugin.json b/tdenginewriter/src/main/resources/plugin.json
new file mode 100644
index 00000000..10d8e2cf
--- /dev/null
+++ b/tdenginewriter/src/main/resources/plugin.json
@@ -0,0 +1,9 @@
+{
+    "name": "tdenginewriter",
+    "class": "com.alibaba.datax.plugin.writer.tdenginewriter.TDengineWriter",
+    "description": {
+        "useScene": "data migration to tdengine",
+        "mechanism": "use taos-jdbcdriver to write data."
+    },
+    "developer": "support@taosdata.com"
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/main/resources/plugin_job_template.json b/tdenginewriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..3d303305
--- /dev/null
+++ b/tdenginewriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,20 @@
+{
+  "name": "tdenginewriter",
+  "parameter": {
+    "username": "root",
+    "password": "taosdata",
+    "column": [
+      ""
+    ],
+    "connection": [
+      {
+        "table": [
+          ""
+        ],
+        "jdbcUrl": ""
+      }
+    ],
+    "batchSize": 1000,
+    "ignoreTagsUnmatched": true
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Csv2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Csv2TDengineTest.java
new file mode 100644
index 00000000..7352c3ca
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Csv2TDengineTest.java
@@ -0,0 +1,41 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+
+@Ignore
+public class Csv2TDengineTest {
+
+    private static final String host = "192.168.56.105";
+
+    @Test
+    public void case01() throws Throwable {
+        // given
+        prepareTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/csv2t.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    public void prepareTable() throws SQLException {
+        final String url = "jdbc:TAOS-RS://" + host + ":6041";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists test");
+            stmt.execute("create database if not exists test");
+            stmt.execute("create table test.weather (ts timestamp, temperature bigint, humidity double, is_normal bool) " +
+                    "tags(device_id binary(10),address nchar(10))");
+        }
+    }
+
+
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
new file mode 100644
index 00000000..b6932f60
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
@@ -0,0 +1,124 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.*;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.Random;
+
+@Ignore
+public class DM2TDengineTest {
+
+    private String host1 = "192.168.0.72";
+    private String host2 = "192.168.1.93";
+    private final Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void dm2t_case01() throws Throwable {
+        // given
+        createSupTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/dm2t-1.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void dm2t_case02() throws Throwable {
+        // given
+        createSupAndSubTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/dm2t-2.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void dm2t_case03() throws Throwable {
+        // given
+        createTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/dm2t-3.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void dm2t_case04() throws Throwable {
+        // given
+        createSupTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/dm2t-4.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    private void createSupTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists  db2");
+            stmt.execute("create table db2.stb2(ts timestamp, f2 smallint, f4 bigint,f5 float, " +
+                    "f6 double, f7 double, f8 bool, f9 nchar(100), f10 nchar(200)) tags(f1 tinyint,f3 int)");
+            stmt.close();
+        }
+    }
+
+    private void createSupAndSubTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists  db2");
+            stmt.execute("create table db2.stb2(ts timestamp, f2 smallint, f4 bigint,f5 float, " +
+                    "f6 double, f7 double, f8 bool, f9 nchar(100), f10 nchar(200)) tags(f1 tinyint,f3 int)");
+            for (int i = 0; i < 10; i++) {
+                stmt.execute("create table db2.t" + (i + 1) + "_" + i + " using db2.stb2 tags(" + (i + 1) + "," + i + ")");
+            }
+            stmt.close();
+        }
+    }
+
+    private void createTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists  db2");
+            stmt.execute("create table db2.stb2(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint,f5 float, " +
+                    "f6 double, f7 double, f8 bool, f9 nchar(100), f10 nchar(200))");
+            stmt.close();
+        }
+    }
+
+    @Before
+    public void before() throws SQLException {
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
+        long ts = System.currentTimeMillis();
+
+        final String url = "jdbc:dm://" + host1 + ":5236";
+        try (Connection conn = DriverManager.getConnection(url, "TESTUSER", "test123456")) {
+            conn.setAutoCommit(true);
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop table if exists stb1");
+            stmt.execute("create table stb1(ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, f5 float, " +
+                    "f6 double, f7 NUMERIC(10,2), f8 BIT, f9 VARCHAR(100), f10 VARCHAR2(200))");
+            for (int i = 0; i < 10; i++) {
+                String sql = "insert into stb1 values('" + sdf.format(new Date(ts + i * 1000)) + "'," + (i + 1) + "," +
+                        random.nextInt(100) + "," + i + ",4,5.55,6.666,7.77," + (random.nextBoolean() ? 1 : 0) +
+                        ",'abcABC123','北京朝阳望京DM')";
+                stmt.execute(sql);
+            }
+        }
+    }
+
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
new file mode 100644
index 00000000..1034b74a
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
@@ -0,0 +1,300 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.element.DateColumn;
+import com.alibaba.datax.common.element.LongColumn;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.element.StringColumn;
+import com.alibaba.datax.common.plugin.TaskPluginCollector;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.core.transport.record.DefaultRecord;
+import org.junit.*;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+import java.util.stream.IntStream;
+
+@Ignore
+public class DefaultDataHandlerTest {
+
+    private static final String host = "192.168.1.93";
+    private static Connection conn;
+
+    private final TaskPluginCollector taskPluginCollector = new TDengineWriter.Task().getTaskPluginCollector();
+
+    @Test
+    public void writeSupTableBySQL() throws Exception {
+        // given
+        createSupAndSubTable();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"tbname\", \"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"stb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new StringColumn("tb" + (i + 10)));
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(10, count);
+    }
+
+    @Test
+    public void writeSupTableBySQL_2() throws Exception {
+        // given
+        createSupAndSubTable();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"tbname\", \"ts\", \"f1\", \"t1\"]," +
+                "\"table\":[\"stb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new StringColumn("tb" + (i + 10)));
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(10, count);
+    }
+
+    @Test
+    public void writeSupTableBySchemaless() throws Exception {
+        // given
+        createSupTable();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"stb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS://" + host + ":6030/scm_test\"," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        String jdbcUrl = configuration.getString("jdbcUrl");
+        Connection connection = DriverManager.getConnection(jdbcUrl, "root", "taosdata");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new StringColumn("t" + i + " 22"));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(connection);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
+
+        int count = handler.writeBatch(connection, recordList);
+
+        // then
+        Assert.assertEquals(10, count);
+    }
+
+    @Test
+    public void writeSubTableWithTableName() throws Exception {
+        // given
+        createSupAndSubTable();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"tbname\", \"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"tb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new StringColumn("tb" + i));
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(1, count);
+    }
+
+    @Test
+    public void writeSubTableWithoutTableName() throws Exception {
+        // given
+        createSupAndSubTable();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"tb1\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"," +
+                "\"ignoreTagsUnmatched\": \"true\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(1, count);
+    }
+
+    @Test
+    public void writeNormalTable() throws Exception {
+        // given
+        createSupAndSubTable();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"table\":[\"weather\"]," +
+                "\"jdbcUrl\":\"jdbc:TAOS-RS://" + host + ":6041/test\"," +
+                "\"batchSize\": \"1000\"," +
+                "\"ignoreTagsUnmatched\": \"true\"" +
+                "}");
+        long current = System.currentTimeMillis();
+        List<Record> recordList = IntStream.range(1, 11).mapToObj(i -> {
+            Record record = new DefaultRecord();
+            record.addColumn(new DateColumn(current + 1000 * i));
+            record.addColumn(new LongColumn(1));
+            record.addColumn(new LongColumn(2));
+            record.addColumn(new LongColumn(i));
+            return record;
+        }).collect(Collectors.toList());
+
+        // when
+        DefaultDataHandler handler = new DefaultDataHandler(configuration, taskPluginCollector);
+        List<String> tables = configuration.getList("table", String.class);
+        SchemaManager schemaManager = new SchemaManager(conn);
+        Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
+        Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
+        handler.setTableMetas(tableMetas);
+        handler.setColumnMetas(columnMetas);
+        handler.setSchemaManager(schemaManager);
+
+        int count = handler.writeBatch(conn, recordList);
+
+        // then
+        Assert.assertEquals(10, count);
+    }
+
+    private void createSupAndSubTable() throws SQLException {
+        try (Statement stmt = conn.createStatement()) {
+            stmt.execute("drop database if exists scm_test");
+            stmt.execute("create database if not exists scm_test");
+            stmt.execute("use scm_test");
+            stmt.execute("create table stb1(ts timestamp, f1 int, f2 int) tags(t1 nchar(32))");
+            stmt.execute("create table stb2(ts timestamp, f1 int, f2 int, f3 int) tags(t1 int, t2 int)");
+            stmt.execute("create table tb1 using stb1 tags(1)");
+            stmt.execute("create table tb2 using stb1 tags(2)");
+            stmt.execute("create table tb3 using stb2 tags(1,1)");
+            stmt.execute("create table tb4 using stb2 tags(2,2)");
+            stmt.execute("create table weather(ts timestamp, f1 int, f2 int, f3 int, t1 int, t2 int)");
+        }
+    }
+
+    private void createSupTable() throws SQLException {
+        try (Statement stmt = conn.createStatement()) {
+            stmt.execute("drop database if exists scm_test");
+            stmt.execute("create database if not exists scm_test");
+            stmt.execute("use scm_test");
+            stmt.execute("create table stb1(ts timestamp, f1 int, f2 int) tags(t1 nchar(32))");
+        }
+    }
+
+    @BeforeClass
+    public static void beforeClass() throws SQLException {
+        conn = DriverManager.getConnection("jdbc:TAOS-RS://" + host + ":6041", "root", "taosdata");
+    }
+
+    @AfterClass
+    public static void afterClass() throws SQLException {
+        if (conn != null) {
+            conn.close();
+        }
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
new file mode 100644
index 00000000..8cbc2d90
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
@@ -0,0 +1,72 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.*;
+import java.text.SimpleDateFormat;
+import java.util.Random;
+
+@Ignore
+public class Mysql2TDengineTest {
+
+    private static final String host1 = "192.168.56.105";
+    private static final String host2 = "192.168.1.93";
+    private static final Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void mysql2tdengine() throws Throwable {
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/m2t-1.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Before
+    public void before() throws SQLException {
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
+        String ts = sdf.format(new Date(System.currentTimeMillis()));
+
+        final String url = "jdbc:mysql://" + host1 + ":3306/?useSSL=false&useUnicode=true&charset=UTF-8&generateSimpleParameterMetadata=true";
+        try (Connection conn = DriverManager.getConnection(url, "root", "123456")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1");
+            stmt.execute("use db1");
+            stmt.execute("create table stb1(id int primary key AUTO_INCREMENT, " +
+                    "f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
+                    "f5 float, f6 double, " +
+                    "ts timestamp, dt datetime," +
+                    "f7 nchar(100), f8 varchar(100))");
+            for (int i = 1; i <= 10; i++) {
+                String sql = "insert into stb1(f1, f2, f3, f4, f5, f6, ts, dt, f7, f8) values(" +
+                        i + "," + random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextInt(100) + "," +
+                        random.nextFloat() + "," + random.nextDouble() + ", " +
+                        "'" + ts + "', '" + ts + "', " +
+                        "'中国北京朝阳望京abc', '中国北京朝阳望京adc')";
+                stmt.execute(sql);
+            }
+
+            stmt.close();
+        }
+
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041/";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.stb2(" +
+                    "ts timestamp, dt timestamp, " +
+                    "f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
+                    "f5 float, f6 double, " +
+                    "f7 nchar(100), f8 nchar(100))");
+
+            stmt.close();
+        }
+
+    }
+
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
new file mode 100644
index 00000000..0d212e8a
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
@@ -0,0 +1,38 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Assert;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.*;
+
+@Ignore
+public class Opentsdb2TDengineTest {
+
+    @Test
+    public void opentsdb2tdengine() throws SQLException {
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/o2t-1.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        try {
+            Engine.entry(params);
+        } catch (Throwable e) {
+            e.printStackTrace();
+        }
+
+        // assert
+        String jdbcUrl = "jdbc:TAOS://192.168.56.105:6030/test?timestampFormat=TIMESTAMP";
+        try (Connection conn = DriverManager.getConnection(jdbcUrl, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            ResultSet rs = stmt.executeQuery("select count(*) from weather_temperature");
+            int rows = 0;
+            while (rs.next()) {
+                rows = rs.getInt("count(*)");
+            }
+            Assert.assertEquals(5, rows);
+            stmt.close();
+        }
+    }
+
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
new file mode 100644
index 00000000..fac1e0f7
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
@@ -0,0 +1,85 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import org.junit.*;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+
+@Ignore
+public class SchemaManagerTest {
+
+    private static Connection conn;
+
+    @Test
+    public void loadTableMeta() throws SQLException {
+        // given
+        SchemaManager schemaManager = new SchemaManager(conn);
+        List<String> tables = Arrays.asList("stb1", "stb2", "tb1", "tb3", "weather");
+
+        // when
+        Map<String, TableMeta> tableMetaMap = schemaManager.loadTableMeta(tables);
+
+        // then
+        TableMeta stb1 = tableMetaMap.get("stb1");
+        Assert.assertEquals(TableType.SUP_TABLE, stb1.tableType);
+        Assert.assertEquals("stb1", stb1.tbname);
+        Assert.assertEquals(3, stb1.columns);
+        Assert.assertEquals(1, stb1.tags);
+        Assert.assertEquals(2, stb1.tables);
+
+        TableMeta tb3 = tableMetaMap.get("tb3");
+        Assert.assertEquals(TableType.SUB_TABLE, tb3.tableType);
+        Assert.assertEquals("tb3", tb3.tbname);
+        Assert.assertEquals(4, tb3.columns);
+        Assert.assertEquals("stb2", tb3.stable_name);
+
+        TableMeta weather = tableMetaMap.get("weather");
+        Assert.assertEquals(TableType.NML_TABLE, weather.tableType);
+        Assert.assertEquals("weather", weather.tbname);
+        Assert.assertEquals(6, weather.columns);
+        Assert.assertNull(weather.stable_name);
+    }
+
+    @Test
+    public void loadColumnMetas() {
+        // given
+        SchemaManager schemaManager = new SchemaManager(conn);
+        List<String> tables = Arrays.asList("stb1", "stb2", "tb1", "tb3", "weather");
+
+        // when
+        Map<String, List<ColumnMeta>> columnMetaMap = schemaManager.loadColumnMetas(tables);
+
+        // then
+        List<ColumnMeta> stb1 = columnMetaMap.get("stb1");
+        Assert.assertEquals(4, stb1.size());
+    }
+
+    @BeforeClass
+    public static void beforeClass() throws SQLException {
+        conn = DriverManager.getConnection("jdbc:TAOS-RS://192.168.56.105:6041", "root", "taosdata");
+        try (Statement stmt = conn.createStatement()) {
+            stmt.execute("drop database if exists scm_test");
+            stmt.execute("create database if not exists scm_test");
+            stmt.execute("use scm_test");
+            stmt.execute("create table stb1(ts timestamp, f1 int, f2 int) tags(t1 int)");
+            stmt.execute("create table stb2(ts timestamp, f1 int, f2 int, f3 int) tags(t1 int, t2 int)");
+            stmt.execute("insert into tb1 using stb1 tags(1) values(now, 1, 2)");
+            stmt.execute("insert into tb2 using stb1 tags(2) values(now, 1, 2)");
+            stmt.execute("insert into tb3 using stb2 tags(1,1) values(now, 1, 2, 3)");
+            stmt.execute("insert into tb4 using stb2 tags(2,2) values(now, 1, 2, 3)");
+            stmt.execute("create table weather(ts timestamp, f1 int, f2 int, f3 int, t1 int, t2 int)");
+        }
+    }
+
+    @AfterClass
+    public static void afterClass() throws SQLException {
+        if (conn != null) {
+            conn.close();
+        }
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
new file mode 100644
index 00000000..613d2aa9
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
@@ -0,0 +1,70 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.Connection;
+import java.sql.DriverManager;
+import java.sql.SQLException;
+import java.sql.Statement;
+
+@Ignore
+public class Stream2TDengineTest {
+
+    private String host2 = "192.168.56.105";
+
+    @Test
+    public void s2t_case1() throws Throwable {
+        // given
+        createSupTable("ms");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/defaultJob.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void s2t_case2() throws Throwable {
+        // given
+        createSupTable("us");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/defaultJob.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void s2t_case3() throws Throwable {
+        // given
+        createSupTable("ns");
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/defaultJob.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    void createSupTable(String precision) throws SQLException {
+
+        final String url = "jdbc:TAOS-RS://" + host2 + ":6041/";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2 precision '" + precision + "'");
+            stmt.execute("create table db2.stb2(ts1 timestamp, ts2 timestamp,ts3 timestamp,ts4 timestamp,ts5 timestamp," +
+                    "ts6 timestamp,ts7 timestamp, ts8 timestamp, ts9 timestamp, ts10 timestamp, f1 tinyint, f2 smallint," +
+                    "f3 int, f4 bigint, f5 float, f6 double," +
+                    "f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp,t2 timestamp,t3 timestamp,t4 timestamp," +
+                    "t5 timestamp,t6 timestamp,t7 timestamp, t8 tinyint, t9 smallint, t10 int, t11 bigint, t12 float," +
+                    "t13 double, t14 bool, t15 binary(100), t16 nchar(100))");
+
+            stmt.close();
+        }
+
+    }
+
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
new file mode 100644
index 00000000..18efdc14
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
@@ -0,0 +1,129 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Before;
+import org.junit.Ignore;
+import org.junit.Test;
+
+import java.sql.*;
+import java.text.SimpleDateFormat;
+import java.util.Random;
+
+@Ignore
+public class TDengine2TDengineTest {
+
+    private static final String host1 = "192.168.56.105";
+    private static final String host2 = "192.168.1.93";
+    private static final Random random = new Random(System.currentTimeMillis());
+
+    @Test
+    public void case_01() throws Throwable {
+        // given
+        createSupTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-1.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void case_02() throws Throwable {
+        // given
+        createSupTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-2.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void case_03() throws Throwable {
+        // given
+        createSupAndSubTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-3.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    @Test
+    public void case_04() throws Throwable {
+        // given
+        createTable();
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/t2t-4.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+
+    private void createTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.weather (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint, " +
+                    "f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100))");
+            stmt.close();
+        }
+    }
+
+    private void createSupTable() throws SQLException {
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.stb2 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
+                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
+                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
+            stmt.close();
+        }
+    }
+
+    private void createSupAndSubTable() throws SQLException {
+        SimpleDateFormat sdf = new SimpleDateFormat("yyyy-MM-dd HH:mm:ss.SSS");
+        final String ts = sdf.format(new Date(System.currentTimeMillis()));
+
+        final String url2 = "jdbc:TAOS-RS://" + host2 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url2, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+            stmt.execute("drop database if exists db2");
+            stmt.execute("create database if not exists db2");
+            stmt.execute("create table db2.stb2 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
+                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
+                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
+
+            stmt.execute("create table db2.t1 using db2.stb2 tags('" + ts + "',1,2,3,4,5.0,6.0,true,'abc123ABC','北京朝阳望京')");
+            stmt.close();
+        }
+    }
+
+    @Before
+    public void before() throws SQLException {
+        final String url = "jdbc:TAOS-RS://" + host1 + ":6041";
+        try (Connection conn = DriverManager.getConnection(url, "root", "taosdata")) {
+            Statement stmt = conn.createStatement();
+
+            stmt.execute("drop database if exists db1");
+            stmt.execute("create database if not exists db1");
+            stmt.execute("create table db1.stb1 (ts timestamp, f1 tinyint, f2 smallint, f3 int, f4 bigint," +
+                    " f5 float, f6 double, f7 bool, f8 binary(100), f9 nchar(100)) tags(t1 timestamp, t2 tinyint, " +
+                    "t3 smallint, t4 int, t5 bigint, t6 float, t7 double, t8 bool, t9 binary(100), t10 nchar(1000))");
+            for (int i = 0; i < 10; i++) {
+                String sql = "insert into db1.t" + (i + 1) + " using db1.stb1 tags(now+" + i + "s," +
+                        random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextInt(100) + "," +
+                        random.nextInt(100) + "," + random.nextFloat() + "," + random.nextDouble() + "," +
+                        random.nextBoolean() + ",'abc123ABC','北京朝阳望京') values(now+" + i + "s, " +
+                        random.nextInt(100) + "," + random.nextInt(100) + "," + random.nextInt(100) + "," +
+                        random.nextInt(100) + "," + random.nextFloat() + "," + random.nextDouble() + "," +
+                        random.nextBoolean() + ",'abc123ABC','北京朝阳望京')";
+                stmt.execute(sql);
+            }
+        }
+    }
+}
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
new file mode 100644
index 00000000..813f6131
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterTest.java
@@ -0,0 +1,62 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.common.util.Configuration;
+import org.junit.Assert;
+import org.junit.Before;
+import org.junit.Test;
+
+import java.util.List;
+
+public class TDengineWriterTest {
+
+    TDengineWriter.Job job;
+
+    @Before
+    public void before() {
+        job = new TDengineWriter.Job();
+        Configuration configuration = Configuration.from("{" +
+                "\"username\": \"root\"," +
+                "\"password\": \"taosdata\"," +
+                "\"column\": [\"ts\", \"f1\", \"f2\", \"t1\"]," +
+                "\"connection\": [{\"table\":[\"weather\"],\"jdbcUrl\":\"jdbc:TAOS-RS://master:6041/test\"}]," +
+                "\"batchSize\": \"1000\"" +
+                "}");
+        job.setPluginJobConf(configuration);
+    }
+
+    @Test
+    public void jobInit() {
+        // when
+        job.init();
+
+        // assert
+        Configuration conf = job.getPluginJobConf();
+
+        Assert.assertEquals("root", conf.getString("username"));
+        Assert.assertEquals("taosdata", conf.getString("password"));
+        Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("connection[0].jdbcUrl"));
+        Assert.assertEquals(new Integer(1000), conf.getInt("batchSize"));
+        Assert.assertEquals("ts", conf.getString("column[0]"));
+        Assert.assertEquals("f2", conf.getString("column[2]"));
+    }
+
+    @Test
+    public void jobSplit() {
+        // when
+        job.init();
+        List<Configuration> configurationList = job.split(10);
+
+        // assert
+        Assert.assertEquals(10, configurationList.size());
+        for (Configuration conf : configurationList) {
+            Assert.assertEquals("root", conf.getString("username"));
+            Assert.assertEquals("taosdata", conf.getString("password"));
+            Assert.assertEquals("jdbc:TAOS-RS://master:6041/test", conf.getString("jdbcUrl"));
+            Assert.assertEquals(new Integer(1000), conf.getInt("batchSize"));
+            Assert.assertEquals("ts", conf.getString("column[0]"));
+            Assert.assertEquals("f2", conf.getString("column[2]"));
+
+        }
+    }
+
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/csv2t.json b/tdenginewriter/src/test/resources/csv2t.json
new file mode 100644
index 00000000..ef5c4d04
--- /dev/null
+++ b/tdenginewriter/src/test/resources/csv2t.json
@@ -0,0 +1,80 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "txtfilereader",
+          "parameter": {
+            "path": [
+              "/Users/yangzy/IdeaProjects/DataX/tdenginewriter/src/test/resources/weather.csv"
+            ],
+            "encoding": "UTF-8",
+            "column": [
+              {
+                "index": 0,
+                "type": "string"
+              },
+              {
+                "index": 1,
+                "type": "date",
+                "format": "yyy-MM-dd HH:mm:ss.SSS"
+              },
+              {
+                "index": 2,
+                "type": "long"
+              },
+              {
+                "index": 3,
+                "type": "double"
+              },
+              {
+                "index": 4,
+                "type": "long"
+              },
+              {
+                "index": 5,
+                "type": "string"
+              },
+              {
+                "index": 6,
+                "type": "String"
+              }
+            ],
+            "fieldDelimiter": ","
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "temperature",
+              "humidity",
+              "is_normal",
+              "device_id",
+              "address"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/test"
+              }
+            ],
+            "batchSize": 100,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/defaultJob.json b/tdenginewriter/src/test/resources/defaultJob.json
new file mode 100644
index 00000000..2a36dfd0
--- /dev/null
+++ b/tdenginewriter/src/test/resources/defaultJob.json
@@ -0,0 +1,226 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "streamreader",
+          "parameter": {
+            "column": [
+              {
+                "type": "string",
+                "value": "tb1"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:01"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:02.123",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSS"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:03.123456",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSSSSS"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:04.123456789",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSSSSSSSS"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:05.123"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:06.123456"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:07.123456789"
+              },
+              {
+                "type": "long",
+                "value": 1645329608000
+              },
+              {
+                "type": "long",
+                "value": 1645329609000000
+              },
+              {
+                "type": "long",
+                "value": 1645329610000000000
+              },
+              {
+                "type": "long",
+                "random": "0, 10"
+              },
+              {
+                "type": "long",
+                "random": "0, 100"
+              },
+              {
+                "type": "long",
+                "random": "0, 1000"
+              },
+              {
+                "type": "long",
+                "random": "0, 10000"
+              },
+              {
+                "type": "double",
+                "random": "0, 10"
+              },
+              {
+                "type": "double",
+                "random": "10, 20"
+              },
+              {
+                "type": "bool",
+                "random": "0, 50"
+              },
+              {
+                "type": "bytes",
+                "random": "0, 10"
+              },
+              {
+                "type": "string",
+                "random": "10, 50"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:01"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:02.123",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSS"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:03.123456",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSSSSS"
+              },
+              {
+                "type": "date",
+                "value": "2022-02-20 12:00:04.123456789",
+                "dateFormat": "yyyy-MM-dd HH:mm:ss.SSSSSSSSS"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:05.123"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:06.123456"
+              },
+              {
+                "type": "string",
+                "value": "2022-02-20 12:00:07.123456789"
+              },
+              {
+                "type": "long",
+                "value": 1
+              },
+              {
+                "type": "long",
+                "value": 2
+              },
+              {
+                "type": "long",
+                "value": 3
+              },
+              {
+                "type": "long",
+                "value": 4
+              },
+              {
+                "type": "double",
+                "value": 5.55
+              },
+              {
+                "type": "double",
+                "value": 6.666666
+              },
+              {
+                "type": "bool",
+                "value": true
+              },
+              {
+                "type": "bytes",
+                "value": "abcABC123"
+              },
+              {
+                "type": "string",
+                "value": "北京朝阳望京"
+              }
+            ],
+            "sliceRecordCount": 10
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts1",
+              "ts2",
+              "ts3",
+              "ts4",
+              "ts5",
+              "ts6",
+              "ts7",
+              "ts8",
+              "ts9",
+              "ts10",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10",
+              "t11",
+              "t12",
+              "t13",
+              "t14",
+              "t15",
+              "t16"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db2"
+              }
+            ],
+            "batchSize": 100,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/dm-schema.sql b/tdenginewriter/src/test/resources/dm-schema.sql
new file mode 100644
index 00000000..d9985b1b
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm-schema.sql
@@ -0,0 +1,30 @@
+select tablespace_name
+from dba_data_files;
+
+create
+tablespace test datafile '/home/dmdba/dmdbms/data/DAMENG/test.dbf' size 32 autoextend on next 1 maxsize 1024;
+
+create
+user TESTUSER identified by test123456 default tablespace test;
+
+grant dba to TESTUSER;
+
+select *
+from user_tables;
+
+drop table if exists stb1;
+
+create table stb1
+(
+    ts  timestamp,
+    f1  tinyint,
+    f2  smallint,
+    f3  int,
+    f4  bigint,
+    f5  float,
+    f6  double,
+    f7  NUMERIC(10, 2),
+    f8  BIT,
+    f9  VARCHAR(100),
+    f10 VARCHAR2(200)
+);
diff --git a/tdenginewriter/src/test/resources/dm2t-1.json b/tdenginewriter/src/test/resources/dm2t-1.json
new file mode 100644
index 00000000..183786bf
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm2t-1.json
@@ -0,0 +1,62 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select concat(concat(concat('t', f1), '_'),f3) as tbname,* from stb1;"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/dm2t-2.json b/tdenginewriter/src/test/resources/dm2t-2.json
new file mode 100644
index 00000000..dfea82bf
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm2t-2.json
@@ -0,0 +1,62 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select concat(concat(concat('t', f1), '_'),f3) as tbname,* from stb1;"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024,
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "t1_0"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/dm2t-3.json b/tdenginewriter/src/test/resources/dm2t-3.json
new file mode 100644
index 00000000..cd96a536
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm2t-3.json
@@ -0,0 +1,76 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "splitPk": "f1",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024,
+            "where": "1 = 1"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/dm2t-4.json b/tdenginewriter/src/test/resources/dm2t-4.json
new file mode 100644
index 00000000..5f169d5b
--- /dev/null
+++ b/tdenginewriter/src/test/resources/dm2t-4.json
@@ -0,0 +1,61 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select * from stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.1.93:6030/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/m2t-1.json b/tdenginewriter/src/test/resources/m2t-1.json
new file mode 100644
index 00000000..dcacb4b2
--- /dev/null
+++ b/tdenginewriter/src/test/resources/m2t-1.json
@@ -0,0 +1,72 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "mysqlreader",
+          "parameter": {
+            "username": "root",
+            "password": "123456",
+            "column": [
+              "ts",
+              "dt",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8"
+            ],
+            "splitPk": "id",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:mysql://192.168.56.105:3306/db1?useSSL=false&useUnicode=true&characterEncoding=utf8"
+                ]
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "dt",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/o2t-1.json b/tdenginewriter/src/test/resources/o2t-1.json
new file mode 100644
index 00000000..11264c98
--- /dev/null
+++ b/tdenginewriter/src/test/resources/o2t-1.json
@@ -0,0 +1,36 @@
+{
+  "job":{
+    "content":[{
+      "reader": {
+        "name": "opentsdbreader",
+        "parameter": {
+          "endpoint": "http://192.168.56.105:4242",
+          "column": ["weather_temperature"],
+          "beginDateTime": "2021-01-01 00:00:00",
+          "endDateTime": "2021-01-01 01:00:00"
+        }
+      },
+      "writer": {
+        "name": "tdenginewriter",
+        "parameter": {
+          "username": "root",
+          "password": "taosdata",
+          "connection": [
+            {
+              "table": [
+                "meters"
+              ],
+              "jdbcUrl": "jdbc:TAOS://192.168.56.105:6030/test?timestampFormat=TIMESTAMP"
+            }
+          ],
+          "batchSize": 1000
+        }
+      }
+    }],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/t2t-1.json b/tdenginewriter/src/test/resources/t2t-1.json
new file mode 100644
index 00000000..5ca04d9a
--- /dev/null
+++ b/tdenginewriter/src/test/resources/t2t-1.json
@@ -0,0 +1,94 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "beginDateTime": "2022-02-15 00:00:00",
+            "endDateTime": "2022-02-16 00:00:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/t2t-2.json b/tdenginewriter/src/test/resources/t2t-2.json
new file mode 100644
index 00000000..18130b6e
--- /dev/null
+++ b/tdenginewriter/src/test/resources/t2t-2.json
@@ -0,0 +1,92 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "beginDateTime": "2022-02-15 00:00:00",
+            "endDateTime": "2022-02-16 00:00:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.1.93:6030/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/t2t-3.json b/tdenginewriter/src/test/resources/t2t-3.json
new file mode 100644
index 00000000..e0a22959
--- /dev/null
+++ b/tdenginewriter/src/test/resources/t2t-3.json
@@ -0,0 +1,92 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "beginDateTime": "2022-02-15 00:00:00",
+            "endDateTime": "2022-02-16 00:00:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "t2",
+              "t3",
+              "t4",
+              "t5",
+              "t6",
+              "t7",
+              "t8",
+              "t9",
+              "t10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "t1"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.1.93:6030/db2?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/t2t-4.json b/tdenginewriter/src/test/resources/t2t-4.json
new file mode 100644
index 00000000..b7716363
--- /dev/null
+++ b/tdenginewriter/src/test/resources/t2t-4.json
@@ -0,0 +1,72 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1?timestampFormat=TIMESTAMP"
+              }
+            ],
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9"
+            ],
+            "beginDateTime": "2022-02-15 00:00:00",
+            "endDateTime": "2022-02-16 00:00:00",
+            "splitInterval": "1d"
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "weather"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/weather.csv b/tdenginewriter/src/test/resources/weather.csv
new file mode 100644
index 00000000..21c4a1aa
--- /dev/null
+++ b/tdenginewriter/src/test/resources/weather.csv
@@ -0,0 +1,10 @@
+tb1,2022-02-20 04:05:59.255,5,8.591868744,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 04:58:47.068,3,1.489693641,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 06:31:09.408,1,4.026500719,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 08:08:00.336,1,9.606400360,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 08:28:58.053,9,7.872178184,1,abcABC123123,北京朝阳望京
+tb1,2022-02-20 10:23:20.836,9,2.699478524,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 11:09:59.739,7,7.906723716,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 19:08:29.315,1,5.852338895,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 22:10:06.243,10,5.535007901,1,abcABC123,北京朝阳望京
+tb1,2022-02-20 23:52:43.683,10,10.642013185,1,abcABC123,北京朝阳望京
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Constant.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Constant.java
index e42dedc0..f5069dc9 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Constant.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Constant.java
@@ -16,6 +16,8 @@ public final class Constant {
     static final String DEFAULT_DATA_FORMAT = "yyyy-MM-dd HH:mm:ss";
 
     public static final String METRIC_SPECIFY_KEY = "__metric__";
+    public static final String METRIC_SPECIFY_KEY_PREFIX = METRIC_SPECIFY_KEY + ".";
+    public static final int METRIC_SPECIFY_KEY_PREFIX_LENGTH = METRIC_SPECIFY_KEY_PREFIX.length();
     public static final String TS_SPECIFY_KEY = "__ts__";
     public static final String VALUE_SPECIFY_KEY = "__value__";
 
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Key.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Key.java
index 14ee7e41..c8a3d7ae 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Key.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/Key.java
@@ -17,14 +17,19 @@ public class Key {
     // RDB for MySQL / ADB etc.
     static final String SINK_DB_TYPE = "sinkDbType";
     static final String ENDPOINT = "endpoint";
+    static final String USERNAME = "username";
+    static final String PASSWORD = "password";
     static final String COLUMN = "column";
     static final String METRIC = "metric";
     static final String FIELD = "field";
     static final String TAG = "tag";
+    static final String COMBINE = "combine";
     static final String INTERVAL_DATE_TIME = "splitIntervalMs";
     static final String BEGIN_DATE_TIME = "beginDateTime";
     static final String END_DATE_TIME = "endDateTime";
+    static final String HINT = "hint";
 
+    static final Boolean COMBINE_DEFAULT_VALUE = false;
     static final Integer INTERVAL_DATE_TIME_DEFAULT_VALUE = 60;
     static final String TYPE_DEFAULT_VALUE = "TSDB";
     static final Set<String> TYPE_SET = new HashSet<>();
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java
index 04b931c7..550a010a 100755
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java
@@ -60,6 +60,15 @@ public class TSDBReader extends Reader {
                         "The parameter [" + Key.ENDPOINT + "] is not set.");
             }
 
+            String username = originalConfig.getString(Key.USERNAME, null);
+            if (StringUtils.isBlank(username)) {
+                LOG.warn("The parameter [" + Key.USERNAME + "] is blank.");
+            }
+            String password = originalConfig.getString(Key.PASSWORD, null);
+            if (StringUtils.isBlank(password)) {
+                LOG.warn("The parameter [" + Key.PASSWORD + "] is blank.");
+            }
+
             // tagK / field could be empty
             if ("TSDB".equals(type)) {
                 List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
@@ -76,7 +85,14 @@ public class TSDBReader extends Reader {
                             "The parameter [" + Key.COLUMN + "] is not set.");
                 }
                 for (String specifyKey : Constant.MUST_CONTAINED_SPECIFY_KEYS) {
-                    if (!columns.contains(specifyKey)) {
+                    boolean containSpecifyKey = false;
+                    for (String column : columns) {
+                        if (column.startsWith(specifyKey)) {
+                            containSpecifyKey = true;
+                            break;
+                        }
+                    }
+                    if (!containSpecifyKey) {
                         throw DataXException.asDataXException(
                                 TSDBReaderErrorCode.ILLEGAL_VALUE,
                                 "The parameter [" + Key.COLUMN + "] should contain "
@@ -99,6 +115,8 @@ public class TSDBReader extends Reader {
                         "The parameter [" + Key.INTERVAL_DATE_TIME + "] should be great than zero.");
             }
 
+            Boolean isCombine = originalConfig.getBool(Key.COMBINE, Key.COMBINE_DEFAULT_VALUE);
+
             SimpleDateFormat format = new SimpleDateFormat(Constant.DEFAULT_DATA_FORMAT);
             String startTime = originalConfig.getString(Key.BEGIN_DATE_TIME);
             Long startDate;
@@ -168,14 +186,14 @@ public class TSDBReader extends Reader {
                 startTime = format.parse(originalConfig.getString(Key.BEGIN_DATE_TIME)).getTime();
             } catch (ParseException e) {
                 throw DataXException.asDataXException(
-                        TSDBReaderErrorCode.ILLEGAL_VALUE, "解析[" + Key.BEGIN_DATE_TIME + "]失败.", e);
+                        TSDBReaderErrorCode.ILLEGAL_VALUE, "Analysis [" + Key.BEGIN_DATE_TIME + "] failed.", e);
             }
             long endTime;
             try {
                 endTime = format.parse(originalConfig.getString(Key.END_DATE_TIME)).getTime();
             } catch (ParseException e) {
                 throw DataXException.asDataXException(
-                        TSDBReaderErrorCode.ILLEGAL_VALUE, "解析[" + Key.END_DATE_TIME + "]失败.", e);
+                        TSDBReaderErrorCode.ILLEGAL_VALUE, "Analysis [" + Key.END_DATE_TIME + "] failed.", e);
             }
             if (TimeUtils.isSecond(startTime)) {
                 startTime *= 1000;
@@ -186,13 +204,14 @@ public class TSDBReader extends Reader {
             DateTime startDateTime = new DateTime(TimeUtils.getTimeInHour(startTime));
             DateTime endDateTime = new DateTime(TimeUtils.getTimeInHour(endTime));
 
+            final Boolean isCombine = originalConfig.getBool(Key.COMBINE, Key.COMBINE_DEFAULT_VALUE);
+
             if ("TSDB".equals(type)) {
-                // split by metric
-                for (String column : columns4TSDB) {
+                if (isCombine) {
                     // split by time in hour
                     while (startDateTime.isBefore(endDateTime)) {
                         Configuration clone = this.originalConfig.clone();
-                        clone.set(Key.COLUMN, Collections.singletonList(column));
+                        clone.set(Key.COLUMN, columns4TSDB);
 
                         clone.set(Key.BEGIN_DATE_TIME, startDateTime.getMillis());
                         startDateTime = startDateTime.plusMillis(splitIntervalMs);
@@ -202,15 +221,30 @@ public class TSDBReader extends Reader {
 
                         LOG.info("Configuration: {}", JSON.toJSONString(clone));
                     }
+                } else {
+                    // split by time in hour
+                    while (startDateTime.isBefore(endDateTime)) {
+                        // split by metric
+                        for (String column : columns4TSDB) {
+                            Configuration clone = this.originalConfig.clone();
+                            clone.set(Key.COLUMN, Collections.singletonList(column));
+
+                            clone.set(Key.BEGIN_DATE_TIME, startDateTime.getMillis());
+                            startDateTime = startDateTime.plusMillis(splitIntervalMs);
+                            // Make sure the time interval is [start, end).
+                            clone.set(Key.END_DATE_TIME, startDateTime.getMillis() - 1);
+                            configurations.add(clone);
+
+                            LOG.info("Configuration: {}", JSON.toJSONString(clone));
+                        }
+                    }
                 }
             } else {
-                // split by metric
-                for (String metric : metrics) {
-                    // split by time in hour
+                if (isCombine) {
                     while (startDateTime.isBefore(endDateTime)) {
                         Configuration clone = this.originalConfig.clone();
                         clone.set(Key.COLUMN, columns4RDB);
-                        clone.set(Key.METRIC, Collections.singletonList(metric));
+                        clone.set(Key.METRIC, metrics);
 
                         clone.set(Key.BEGIN_DATE_TIME, startDateTime.getMillis());
                         startDateTime = startDateTime.plusMillis(splitIntervalMs);
@@ -220,6 +254,24 @@ public class TSDBReader extends Reader {
 
                         LOG.info("Configuration: {}", JSON.toJSONString(clone));
                     }
+                } else {
+                    // split by time in hour
+                    while (startDateTime.isBefore(endDateTime)) {
+                        // split by metric
+                        for (String metric : metrics) {
+                            Configuration clone = this.originalConfig.clone();
+                            clone.set(Key.COLUMN, columns4RDB);
+                            clone.set(Key.METRIC, Collections.singletonList(metric));
+
+                            clone.set(Key.BEGIN_DATE_TIME, startDateTime.getMillis());
+                            startDateTime = startDateTime.plusMillis(splitIntervalMs);
+                            // Make sure the time interval is [start, end).
+                            clone.set(Key.END_DATE_TIME, startDateTime.getMillis() - 1);
+                            configurations.add(clone);
+
+                            LOG.info("Configuration: {}", JSON.toJSONString(clone));
+                        }
+                    }
                 }
             }
             return configurations;
@@ -247,6 +299,8 @@ public class TSDBReader extends Reader {
         private TSDBConnection conn;
         private Long startTime;
         private Long endTime;
+        private Boolean isCombine;
+        private Map<String, Object> hint;
 
         @Override
         public void init() {
@@ -265,11 +319,16 @@ public class TSDBReader extends Reader {
             this.tags = readerSliceConfig.getMap(Key.TAG);
 
             String address = readerSliceConfig.getString(Key.ENDPOINT);
+            String username = readerSliceConfig.getString(Key.USERNAME);
+            String password = readerSliceConfig.getString(Key.PASSWORD);
 
-            conn = new TSDBConnection(address);
+            conn = new TSDBConnection(address, username, password);
 
             this.startTime = readerSliceConfig.getLong(Key.BEGIN_DATE_TIME);
             this.endTime = readerSliceConfig.getLong(Key.END_DATE_TIME);
+
+            this.isCombine = readerSliceConfig.getBool(Key.COMBINE, Key.COMBINE_DEFAULT_VALUE);
+            this.hint = readerSliceConfig.getMap(Key.HINT);
         }
 
         @Override
@@ -283,29 +342,35 @@ public class TSDBReader extends Reader {
                 if ("TSDB".equals(type)) {
                     for (String metric : columns4TSDB) {
                         final Map<String, String> tags = this.tags == null ?
-                                    null : (Map<String, String>) this.tags.get(metric);
+                                null : (Map<String, String>) this.tags.get(metric);
                         if (fields == null || !fields.containsKey(metric)) {
-                            conn.sendDPs(metric, tags, this.startTime, this.endTime, recordSender);
+                            conn.sendDPs(metric, tags, this.startTime, this.endTime, recordSender, hint);
                         } else {
                             conn.sendDPs(metric, (List<String>) fields.get(metric),
-                                    tags, this.startTime, this.endTime, recordSender);
+                                    tags, this.startTime, this.endTime, recordSender, hint);
                         }
                     }
                 } else {
-                    for (String metric : metrics) {
+                    if (isCombine) {
                         final Map<String, String> tags = this.tags == null ?
-                                null : (Map<String, String>) this.tags.get(metric);
-                        if (fields == null || !fields.containsKey(metric)) {
-                            conn.sendRecords(metric, tags, startTime, endTime, columns4RDB, recordSender);
-                        } else {
-                            conn.sendRecords(metric, (List<String>) fields.get(metric),
-                                    tags, startTime, endTime, columns4RDB, recordSender);
+                                null : (Map<String, String>) this.tags.get(metrics.get(0));
+                        conn.sendRecords(metrics, tags, startTime, endTime, columns4RDB, recordSender, hint);
+                    } else {
+                        for (String metric : metrics) {
+                            final Map<String, String> tags = this.tags == null ?
+                                    null : (Map<String, String>) this.tags.get(metric);
+                            if (fields == null || !fields.containsKey(metric)) {
+                                conn.sendRecords(metric, tags, startTime, endTime, columns4RDB, isCombine, recordSender, hint);
+                            } else {
+                                conn.sendRecords(metric, (List<String>) fields.get(metric),
+                                        tags, startTime, endTime, columns4RDB, recordSender, hint);
+                            }
                         }
                     }
                 }
             } catch (Exception e) {
                 throw DataXException.asDataXException(
-                        TSDBReaderErrorCode.ILLEGAL_VALUE, "获取或发送数据点的过程中出错！", e);
+                        TSDBReaderErrorCode.ILLEGAL_VALUE, "Error in getting or sending data point！", e);
             }
         }
 
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/Connection4TSDB.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/Connection4TSDB.java
index 500894bb..96cb7f9d 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/Connection4TSDB.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/Connection4TSDB.java
@@ -22,6 +22,20 @@ public interface Connection4TSDB {
      */
     String address();
 
+    /**
+     * Get the address of Database.
+     *
+     * @return host+ip
+     */
+    String username();
+
+    /**
+     * Get the address of Database.
+     *
+     * @return host+ip
+     */
+    String password();
+
     /**
      * Get the version of Database.
      *
@@ -46,22 +60,27 @@ public interface Connection4TSDB {
     /**
      * Send data points for TSDB with single field.
      */
-    void sendDPs(String metric, Map<String, String> tags, Long start, Long end, RecordSender recordSender) throws Exception;
+    void sendDPs(String metric, Map<String, String> tags, Long start, Long end, RecordSender recordSender, Map<String, Object> hint) throws Exception;
 
     /**
      * Send data points for TSDB with multi fields.
      */
-    void sendDPs(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, RecordSender recordSender) throws Exception;
+    void sendDPs(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, RecordSender recordSender, Map<String, Object> hint) throws Exception;
 
     /**
      * Send data points for RDB with single field.
      */
-    void sendRecords(String metric, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender) throws Exception;
+    void sendRecords(String metric, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, Boolean isCombine, RecordSender recordSender, Map<String, Object> hint) throws Exception;
 
     /**
      * Send data points for RDB with multi fields.
      */
-    void sendRecords(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender) throws Exception;
+    void sendRecords(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender, Map<String, Object> hint) throws Exception;
+
+    /**
+     * Send data points for RDB with single fields on combine mode.
+     */
+    void sendRecords(List<String> metrics, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender, Map<String, Object> hint) throws Exception;
 
     /**
      * Put data point.
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java
index 5426ab49..d466da39 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java
@@ -19,9 +19,13 @@ import java.util.Map;
 public class TSDBConnection implements Connection4TSDB {
 
     private String address;
+    private String username;
+    private String password;
 
-    public TSDBConnection(String address) {
+    public TSDBConnection(String address, String username, String password) {
         this.address = address;
+        this.username = username;
+        this.password = password;
     }
 
     @Override
@@ -29,14 +33,24 @@ public class TSDBConnection implements Connection4TSDB {
         return address;
     }
 
+    @Override
+    public String username() {
+        return username;
+    }
+
+    @Override
+    public String password() {
+        return password;
+    }
+
     @Override
     public String version() {
-        return TSDBUtils.version(address);
+        return TSDBUtils.version(address, username, password);
     }
 
     @Override
     public String config() {
-        return TSDBUtils.config(address);
+        return TSDBUtils.config(address, username, password);
     }
 
     @Override
@@ -45,23 +59,28 @@ public class TSDBConnection implements Connection4TSDB {
     }
 
     @Override
-    public void sendDPs(String metric, Map<String, String> tags, Long start, Long end, RecordSender recordSender) throws Exception {
-        TSDBDump.dump4TSDB(this, metric, tags, start, end, recordSender);
+    public void sendDPs(String metric, Map<String, String> tags, Long start, Long end, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4TSDB(this, metric, tags, start, end, recordSender, hint);
     }
 
     @Override
-    public void sendDPs(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, RecordSender recordSender) throws Exception {
-        TSDBDump.dump4TSDB(this, metric, fields, tags, start, end, recordSender);
+    public void sendDPs(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4TSDB(this, metric, fields, tags, start, end, recordSender, hint);
     }
 
     @Override
-    public void sendRecords(String metric, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender) throws Exception {
-        TSDBDump.dump4RDB(this, metric, tags, start, end, columns4RDB, recordSender);
+    public void sendRecords(String metric, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, Boolean isCombine, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4RDB(this, metric, tags, start, end, columns4RDB, recordSender, hint);
     }
 
     @Override
-    public void sendRecords(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender) throws Exception {
-        TSDBDump.dump4RDB(this, metric, fields, tags, start, end, columns4RDB, recordSender);
+    public void sendRecords(List<String> metrics, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4RDB(this, metrics, tags, start, end, columns4RDB, recordSender, hint);
+    }
+
+    @Override
+    public void sendRecords(String metric, List<String> fields, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender recordSender, Map<String, Object> hint) throws Exception {
+        TSDBDump.dump4RDB(this, metric, fields, tags, start, end, columns4RDB, recordSender, hint);
     }
 
     @Override
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java
index 8bae3a70..c911a062 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java
@@ -9,10 +9,9 @@ import com.alibaba.fastjson.parser.Feature;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.HashMap;
-import java.util.LinkedList;
-import java.util.List;
-import java.util.Map;
+import java.util.*;
+
+import static com.alibaba.datax.plugin.reader.tsdbreader.Constant.METRIC_SPECIFY_KEY_PREFIX_LENGTH;
 
 /**
  * Copyright @ 2019 alibaba.com
@@ -37,10 +36,10 @@ final class TSDBDump {
     }
 
     static void dump4TSDB(TSDBConnection conn, String metric, Map<String, String> tags,
-                          Long start, Long end, RecordSender sender) throws Exception {
+                          Long start, Long end, RecordSender sender, Map<String, Object> hint) throws Exception {
         LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metric, start, end);
 
-        String res = queryRange4SingleField(conn, metric, tags, start, end);
+        String res = queryRange4SingleField(conn, metric, tags, start, end, hint);
         List<String> dps = getDps4TSDB(metric, res);
         if (dps == null || dps.isEmpty()) {
             return;
@@ -49,10 +48,10 @@ final class TSDBDump {
     }
 
     static void dump4TSDB(TSDBConnection conn, String metric, List<String> fields, Map<String, String> tags,
-                          Long start, Long end, RecordSender sender) throws Exception {
+                          Long start, Long end, RecordSender sender, Map<String, Object> hint) throws Exception {
         LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metric, start, end);
 
-        String res = queryRange4MultiFields(conn, metric, fields, tags, start, end);
+        String res = queryRange4MultiFields(conn, metric, fields, tags, start, end, hint);
         List<String> dps = getDps4TSDB(metric, fields, res);
         if (dps == null || dps.isEmpty()) {
             return;
@@ -61,10 +60,10 @@ final class TSDBDump {
     }
 
     static void dump4RDB(TSDBConnection conn, String metric, Map<String, String> tags,
-                         Long start, Long end, List<String> columns4RDB, RecordSender sender) throws Exception {
+                         Long start, Long end, List<String> columns4RDB, RecordSender sender, Map<String, Object> hint) throws Exception {
         LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metric, start, end);
 
-        String res = queryRange4SingleField(conn, metric, tags, start, end);
+        String res = queryRange4SingleField(conn, metric, tags, start, end, hint);
         List<DataPoint4TSDB> dps = getDps4RDB(metric, res);
         if (dps == null || dps.isEmpty()) {
             return;
@@ -92,12 +91,71 @@ final class TSDBDump {
         }
     }
 
+    public static void dump4RDB(TSDBConnection conn, List<String> metrics, Map<String, String> tags, Long start, Long end, List<String> columns4RDB, RecordSender sender, Map<String, Object> hint) throws Exception {
+        LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metrics, start, end);
+
+        List<DataPoint4TSDB> dps = new LinkedList<>();
+        for (String metric : metrics) {
+            String res = queryRange4SingleField(conn, metric, tags, start, end, hint);
+            final List<DataPoint4TSDB> dpList = getDps4RDB(metric, res);
+            if (dpList == null || dpList.isEmpty()) {
+                continue;
+            }
+            dps.addAll(dpList);
+        }
+        if (dps.isEmpty()) {
+            return;
+        }
+        Map<Long, Map<String, DataPoint4TSDB>> dpsCombinedByTs = new LinkedHashMap<>();
+        for (DataPoint4TSDB dp : dps) {
+            final long ts = dp.getTimestamp();
+            final Map<String, DataPoint4TSDB> dpsWithSameTs = dpsCombinedByTs.computeIfAbsent(ts, k -> new LinkedHashMap<>());
+            dpsWithSameTs.put(dp.getMetric(), dp);
+        }
+
+        for (Map.Entry<Long, Map<String, DataPoint4TSDB>> entry : dpsCombinedByTs.entrySet()) {
+            final Long ts = entry.getKey();
+            final Map<String, DataPoint4TSDB> metricAndDps = entry.getValue();
+            final Record record = sender.createRecord();
+            DataPoint4TSDB tmpDp = null;
+
+            for (final String column : columns4RDB) {
+                if (column.startsWith(Constant.METRIC_SPECIFY_KEY)) {
+                    final String m = column.substring(METRIC_SPECIFY_KEY_PREFIX_LENGTH);
+                    tmpDp = metricAndDps.get(m);
+                    if (tmpDp == null) {
+                        continue;
+                    }
+                    record.addColumn(getColumn(tmpDp.getValue()));
+                } else if (Constant.TS_SPECIFY_KEY.equals(column)) {
+                    record.addColumn(new LongColumn(ts));
+                } else if (Constant.VALUE_SPECIFY_KEY.equals(column)) {
+                    // combine 模式下，不应该定义 __value__ 字段，因为 __metric__.xxx 字段会输出对应的 value 值
+                    throw new RuntimeException("The " + Constant.VALUE_SPECIFY_KEY +
+                            " column should not be specified in combine mode!");
+                } else {
+                    // combine 模式下，应该确保 __metric__.xxx 字段的定义，放在 column 数组的最前面，以保证获取到 metric
+                    if (tmpDp == null) {
+                        throw new RuntimeException("These " + Constant.METRIC_SPECIFY_KEY_PREFIX +
+                                " column should be placed first in the column array in combine mode!");
+                    }
+                    final Object tagv = tmpDp.getTags().get(column);
+                    if (tagv == null) {
+                        continue;
+                    }
+                    record.addColumn(getColumn(tagv));
+                }
+            }
+            sender.sendToWriter(record);
+        }
+    }
+
     static void dump4RDB(TSDBConnection conn, String metric, List<String> fields,
                          Map<String, String> tags, Long start, Long end,
-                         List<String> columns4RDB, RecordSender sender) throws Exception {
+                         List<String> columns4RDB, RecordSender sender, Map<String, Object> hint) throws Exception {
         LOG.info("conn address: {}, metric: {}, start: {}, end: {}", conn.address(), metric, start, end);
 
-        String res = queryRange4MultiFields(conn, metric, fields, tags, start, end);
+        String res = queryRange4MultiFields(conn, metric, fields, tags, start, end, hint);
         List<DataPoint4TSDB> dps = getDps4RDB(metric, fields, res);
         if (dps == null || dps.isEmpty()) {
             return;
@@ -131,14 +189,16 @@ final class TSDBDump {
             valueColumn = new LongColumn((Long) value);
         } else if (value instanceof String) {
             valueColumn = new StringColumn((String) value);
+        } else if (value instanceof Integer) {
+            valueColumn = new LongColumn(((Integer)value).longValue());
         } else {
-            throw new Exception(String.format("value 不支持类型: [%s]", value.getClass().getSimpleName()));
+            throw new Exception(String.format("value not supported type: [%s]", value.getClass().getSimpleName()));
         }
         return valueColumn;
     }
 
     private static String queryRange4SingleField(TSDBConnection conn, String metric, Map<String, String> tags,
-                                                 Long start, Long end) throws Exception {
+                                                 Long start, Long end, Map<String, Object> hint) throws Exception {
         String tagKV = getFilterByTags(tags);
         String body = "{\n" +
                 "  \"start\": " + start + ",\n" +
@@ -148,14 +208,15 @@ final class TSDBDump {
                 "      \"aggregator\": \"none\",\n" +
                 "      \"metric\": \"" + metric + "\"\n" +
                 (tagKV == null ? "" : tagKV) +
+                (hint == null ? "" : (", \"hint\": " + JSON.toJSONString(hint))) +
                 "    }\n" +
                 "  ]\n" +
                 "}";
-        return HttpUtils.post(conn.address() + QUERY, body);
+        return HttpUtils.post(conn.address() + QUERY, conn.username(), conn.password(), body);
     }
 
     private static String queryRange4MultiFields(TSDBConnection conn, String metric, List<String> fields,
-                                                 Map<String, String> tags, Long start, Long end) throws Exception {
+                                                 Map<String, String> tags, Long start, Long end, Map<String, Object> hint) throws Exception {
         // fields
         StringBuilder fieldBuilder = new StringBuilder();
         fieldBuilder.append("\"fields\":[");
@@ -177,10 +238,11 @@ final class TSDBDump {
                 "      \"metric\": \"" + metric + "\",\n" +
                 fieldBuilder.toString() +
                 (tagKV == null ? "" : tagKV) +
+                (hint == null ? "" : (", \"hint\": " + JSON.toJSONString(hint))) +
                 "    }\n" +
                 "  ]\n" +
                 "}";
-        return HttpUtils.post(conn.address() + QUERY_MULTI_FIELD, body);
+        return HttpUtils.post(conn.address() + QUERY_MULTI_FIELD, conn.username(), conn.password(), body);
     }
 
     private static String getFilterByTags(Map<String, String> tags) {
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java
index 3e0be854..5cba4e54 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java
@@ -1,11 +1,13 @@
 package com.alibaba.datax.plugin.reader.tsdbreader.util;
 
 import com.alibaba.fastjson.JSON;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.http.client.fluent.Content;
 import org.apache.http.client.fluent.Request;
 import org.apache.http.entity.ContentType;
 
 import java.nio.charset.StandardCharsets;
+import java.util.Base64;
 import java.util.Map;
 import java.util.concurrent.TimeUnit;
 
@@ -22,13 +24,18 @@ public final class HttpUtils {
     public final static int CONNECT_TIMEOUT_DEFAULT_IN_MILL = (int) TimeUnit.SECONDS.toMillis(60);
     public final static int SOCKET_TIMEOUT_DEFAULT_IN_MILL = (int) TimeUnit.SECONDS.toMillis(60);
 
+    private static final String CREDENTIALS_FORMAT = "%s:%s";
+    private static final String BASIC_AUTHENTICATION_FORMAT = "Basic %s";
+
     private HttpUtils() {
     }
 
-    public static String get(String url) throws Exception {
-        Content content = Request.Get(url)
+    public static String get(String url, String username, String password) throws Exception {
+        final Request request = Request.Get(url)
                 .connectTimeout(CONNECT_TIMEOUT_DEFAULT_IN_MILL)
-                .socketTimeout(SOCKET_TIMEOUT_DEFAULT_IN_MILL)
+                .socketTimeout(SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+        addAuth(request, username, password);
+        Content content = request
                 .execute()
                 .returnContent();
         if (content == null) {
@@ -37,24 +44,21 @@ public final class HttpUtils {
         return content.asString(StandardCharsets.UTF_8);
     }
 
-    public static String post(String url, Map<String, Object> params) throws Exception {
-        return post(url, JSON.toJSONString(params), CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+    public static String post(String url, String username, String password, Map<String, Object> params) throws Exception {
+        return post(url, username, password, JSON.toJSONString(params), CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
     }
 
-    public static String post(String url, String params) throws Exception {
-        return post(url, params, CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+    public static String post(String url, String username, String password, String params) throws Exception {
+        return post(url, username, password, params, CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
     }
 
-    public static String post(String url, Map<String, Object> params,
+    public static String post(String url, String username, String password, String params,
                               int connectTimeoutInMill, int socketTimeoutInMill) throws Exception {
-        return post(url, JSON.toJSONString(params), connectTimeoutInMill, socketTimeoutInMill);
-    }
-
-    public static String post(String url, String params,
-                              int connectTimeoutInMill, int socketTimeoutInMill) throws Exception {
-        Content content = Request.Post(url)
+        Request request = Request.Post(url)
                 .connectTimeout(connectTimeoutInMill)
-                .socketTimeout(socketTimeoutInMill)
+                .socketTimeout(socketTimeoutInMill);
+        addAuth(request, username, password);
+        Content content = request
                 .addHeader("Content-Type", "application/json")
                 .bodyString(params, ContentType.APPLICATION_JSON)
                 .execute()
@@ -64,4 +68,20 @@ public final class HttpUtils {
         }
         return content.asString(StandardCharsets.UTF_8);
     }
+
+    private static void addAuth(Request request, String username, String password) {
+        String authorization = generateHttpAuthorization(username, password);
+        if (authorization != null) {
+            request.setHeader("Authorization", authorization);
+        }
+    }
+
+    private static String generateHttpAuthorization(String username, String password) {
+        if (StringUtils.isBlank(username) || StringUtils.isBlank(password)) {
+            return null;
+        }
+        String credentials = String.format(CREDENTIALS_FORMAT, username, password);
+        credentials = Base64.getEncoder().encodeToString(credentials.getBytes());
+        return String.format(BASIC_AUTHENTICATION_FORMAT, credentials);
+    }
 }
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/TSDBUtils.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/TSDBUtils.java
index bb7b4b87..d91c3557 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/TSDBUtils.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/TSDBUtils.java
@@ -1,11 +1,5 @@
 package com.alibaba.datax.plugin.reader.tsdbreader.util;
 
-import com.alibaba.datax.plugin.reader.tsdbreader.conn.DataPoint4TSDB;
-import com.alibaba.fastjson.JSON;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.util.List;
 
 /**
  * Copyright @ 2019 alibaba.com
@@ -17,52 +11,28 @@ import java.util.List;
  */
 public final class TSDBUtils {
 
-    private static final Logger LOGGER = LoggerFactory.getLogger(TSDBUtils.class);
-
     private TSDBUtils() {
     }
 
-    public static String version(String address) {
+    public static String version(String address, String username, String password) {
         String url = String.format("%s/api/version", address);
         String rsp;
         try {
-            rsp = HttpUtils.get(url);
+            rsp = HttpUtils.get(url, username, password);
         } catch (Exception e) {
             throw new RuntimeException(e);
         }
         return rsp;
     }
 
-    public static String config(String address) {
+    public static String config(String address, String username, String password) {
         String url = String.format("%s/api/config", address);
         String rsp;
         try {
-            rsp = HttpUtils.get(url);
+            rsp = HttpUtils.get(url, username, password);
         } catch (Exception e) {
             throw new RuntimeException(e);
         }
         return rsp;
     }
-
-    public static boolean put(String address, List<DataPoint4TSDB> dps) {
-        return put(address, JSON.toJSON(dps));
-    }
-
-    public static boolean put(String address, DataPoint4TSDB dp) {
-        return put(address, JSON.toJSON(dp));
-    }
-
-    private static boolean put(String address, Object o) {
-        String url = String.format("%s/api/put", address);
-        String rsp;
-        try {
-            rsp = HttpUtils.post(url, o.toString());
-            // If successful, the returned content should be null.
-            assert rsp == null;
-        } catch (Exception e) {
-            LOGGER.error("Address: {}, DataPoints: {}", url, o);
-            throw new RuntimeException(e);
-        }
-        return true;
-    }
 }
diff --git a/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnectionTest.java b/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnectionTest.java
index e4544088..6be291e8 100644
--- a/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnectionTest.java
+++ b/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnectionTest.java
@@ -19,12 +19,12 @@ public class TSDBConnectionTest {
 
     @Test
     public void testVersion() {
-        String version = new TSDBConnection(TSDB_ADDRESS).version();
+        String version = new TSDBConnection(TSDB_ADDRESS,null,null).version();
         Assert.assertNotNull(version);
     }
 
     @Test
     public void testIsSupported() {
-        Assert.assertTrue(new TSDBConnection(TSDB_ADDRESS).isSupported());
+        Assert.assertTrue(new TSDBConnection(TSDB_ADDRESS,null,null).isSupported());
     }
 }
diff --git a/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtilsTest.java b/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtilsTest.java
deleted file mode 100644
index 12a2660a..00000000
--- a/tsdbreader/src/test/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtilsTest.java
+++ /dev/null
@@ -1,39 +0,0 @@
-package com.alibaba.datax.plugin.reader.tsdbreader.util;
-
-import org.junit.Assert;
-import org.junit.Ignore;
-import org.junit.Test;
-
-import java.util.HashMap;
-import java.util.Map;
-
-/**
- * Copyright @ 2019 alibaba.com
- * All right reserved.
- * Function：HttpUtils Test
- *
- * @author Benedict Jin
- * @since 2019-10-21
- */
-@Ignore
-public class HttpUtilsTest {
-
-    @Test
-    public void testSimpleCase() throws Exception {
-        String url = "https://httpbin.org/post";
-        Map<String, Object> params = new HashMap<>();
-        params.put("foo", "bar");
-
-        String rsp = HttpUtils.post(url, params);
-        System.out.println(rsp);
-        Assert.assertNotNull(rsp);
-    }
-
-    @Test
-    public void testGet() throws Exception {
-        String url = String.format("%s/api/version", Const.TSDB_ADDRESS);
-        String rsp = HttpUtils.get(url);
-        System.out.println(rsp);
-        Assert.assertNotNull(rsp);
-    }
-}
diff --git a/tsdbwriter/doc/tsdbhttpwriter.md b/tsdbwriter/doc/tsdbhttpwriter.md
index c723a360..c0b13654 100644
--- a/tsdbwriter/doc/tsdbhttpwriter.md
+++ b/tsdbwriter/doc/tsdbhttpwriter.md
@@ -6,24 +6,57 @@ ___
 
 ## 1 快速介绍
 
-TSDBWriter 插件实现了将数据点写入到阿里巴巴自研 TSDB 数据库中（后续简称 TSDB）。
+TSDBWriter 插件实现了将数据点写入到阿里巴巴云原生多模数据库Lindorm TSDB数据库中（后续简称 TSDB）。
 
 
-时间序列数据库（Time Series Database , 简称 TSDB）是一种高性能，低成本，稳定可靠的在线时序数据库服务；提供高效读写，高压缩比存储、时序数据插值及聚合计算，广泛应用于物联网（IoT）设备监控系统 ，企业能源管理系统（EMS），生产安全监控系统，电力检测系统等行业场景。 TSDB 提供百万级时序数据秒级写入，高压缩比低成本存储、预降采样、插值、多维聚合计算，查询结果可视化功能；解决由于设备采集点数量巨大，数据采集频率高，造成的存储成本高，写入和查询分析效率低的问题。更多关于 TSDB 的介绍，详见[阿里云 TSDB 官网](https://help.aliyun.com/product/54825.html)。
+时间序列数据库（Time Series Database , 简称 TSDB）是一种高性能，低成本，稳定可靠的在线时序数据库服务；提供高效读写，高压缩比存储、时序数据插值及聚合计算，广泛应用于物联网（IoT）设备监控系统 ，企业能源管理系统（EMS），生产安全监控系统，电力检测系统等行业场景。 TSDB 提供千万级时序数据秒级写入，高压缩比低成本存储、预降采样、插值、多维聚合计算，查询结果可视化功能；解决由于设备采集点数量巨大，数据采集频率高，造成的存储成本高，写入和查询分析效率低的问题。更多关于 TSDB 的介绍，详见[阿里云 Lindorm TSDB 官网](https://help.aliyun.com/document_detail/174600.html)。
 
+注意：阿里巴巴自研HiTSDB已全新升级为云原生多模数据库Lindorm TSDB。Lindorm TSDB兼容大部分HiTSDB的HTTP API并提供原生SQL能力，TSDBWriter插件使用HTTP API方式写入，要使用原生SQL能力需要提前在Lindorm TSDB进行建表。详细参见[与旧版TSDB的比较](https://help.aliyun.com/document_detail/387477.html)
 
 
 ## 2 实现原理
 
-通过 HTTP 连接 TSDB 实例，并通过 `/api/put` 接口将数据点写入。关于写入接口详见 TSDB 的[接口说明文档](https://help.aliyun.com/document_detail/59939.html)。
-
-
+通过TSDB客户端 hitsdb-client 连接 TSDB 实例，并将数据点通过HTTP API方式写入。关于写入接口详见TSDB 的[SDK 参考](https://help.aliyun.com/document_detail/61587.html)。
 
 ## 3 功能说明
 
 ### 3.1 配置样例
 
-* 配置一个从 OpenTSDB 数据库同步抽取数据到 TSDB：
+* 配置TSDB Writer：
+```json
+{
+  "name": "tsdbwriter",
+  "parameter": {
+    "endpoint": "http://localhost:8242",
+    "sourceDbType": "RDB",
+    "batchSize": 256,
+    "columnType": [
+      "tag",
+      "tag",
+      "field_string",
+      "field_double",
+      "timestamp",
+      "field_bool"
+    ],
+    "column": [
+      "tag1",
+      "tag2",
+      "field1",
+      "field2",
+      "timestamp",
+      "field3"
+    ],
+    "multiField":"true",
+    "table":"testmetric", 
+    "username":"xxx",
+    "password":"xxx",
+    "ignoreWriteError":"false",
+    "database":"default"
+  }
+}
+```
+
+* 配置一个从 支持 OpenTSDB 协议的数据库同步抽取数据到 TSDB：
 
 ```json
 {
@@ -42,7 +75,7 @@ TSDBWriter 插件实现了将数据点写入到阿里巴巴自研 TSDB 数据库
           }
         },
         "writer": {
-          "name": "tsdbhttpwriter",
+          "name": "tsdbwriter",
           "parameter": {
             "endpoint": "http://localhost:8242"
           }
@@ -58,7 +91,37 @@ TSDBWriter 插件实现了将数据点写入到阿里巴巴自研 TSDB 数据库
 }
 ```
 
-
+* 使用 OpenTSDB （单值）协议写入TSDB（不推荐）：
+```json
+{
+  "name": "tsdbwriter",
+  "endpoint": "http://localhost:8242",
+  "sourceDbType": "RDB",
+  "parameter": {
+    "batchSize": 256,
+    "columnType": [
+      "tag",
+      "tag",
+      "field_string",
+      "field_double",
+      "timestamp",
+      "field_boolean"
+    ],
+    "column": [
+      "tag1",
+      "tag2",
+      "field_metric_1",
+      "field_metric_2",
+      "timestamp",
+      "field_metric_3"
+    ],
+    "username":"tsdb",
+    "password":"enxU^",
+    "ignoreWriteError":"false"
+  }
+}
+```
+转换到的TSDB 表名（metric）由column中field对应的列名决定：对于上诉配置一行关系型数据将会写入三个metric（field_metric_1，field_metric_2，field_metric_3）
 
 ### 3.2 参数说明
 
@@ -74,23 +137,85 @@ TSDBWriter 插件实现了将数据点写入到阿里巴巴自研 TSDB 数据库
     * 格式：http://IP:Port
     * 默认值：无
 
+* **sourceDbType**
+   * 描述：源端数据类型
+   * 必选：否
+   * 格式：string [RDB或者TSDB]
+   * 默认值：TSDB
+
+* **multiField**
+   * 描述：使用HTTP API多值（多个field）方式写入，目前TSDB版本使用多值写入，需要指定为true
+   * 必选：是
+   * 格式：bool
+   * 默认值：false （单值）
+   * 说明: 如果使用Lindorm TSDB原生SQL能力访问HTTP API方式写入的数据，需要在TSDB进行预建表，否则只能使用HiTSDB HTTP API方式[查询数据](https://help.aliyun.com/document_detail/107576.html)。
+
+* **column**
+   * 描述：关系型数据库中表的字段名
+   * 必选：当sourceDbType为RDB时必选
+   * 格式：string 
+   * 默认值：无
+   * 说明: 此处的字段顺序，需要和Reader插件中配置的column字段的顺序保持一致。
+
+* **columnType**
+   * 描述：关系型数据库中表字段，映射到TSDB中的类型。支持的类型如下所示：
+      * timestamp：该字段为时间戳
+      * tag：该字段为tag
+      * field_string: 该Field的value是字符串类型
+      * field_double: 该Field的value是数值类型
+      * field_boolean: 该Field的value是布尔类型
+   * 必选：当sourceDbType为RDB时必选
+   * 格式：string [RDB或者TSDB]
+   * 默认值: 无
+   * 说明: 此处的字段顺序，需要和column配置中的字段顺序保持一致
+
+* **table**
+   * 描述：TSDB对应表名（metric）
+   * 必选：当sourceDbType为RDB时且multiField为true时必选
+   * 格式：string 
+   * 默认值：无
+   * 说明: 要导入的TSDB表名，如果multiField为falase,不需要填写，对应的metric需要写到column字段
+
 * **batchSize**
    * 描述：每次批量数据的条数
    * 必选：否
    * 格式：int，需要保证大于 0
    * 默认值：100
 
+* **ignoreWriteError**
+   * 描述：如果设置为 true，则忽略写入错误，继续写入；否则，多次重试后仍写入失败的话，则会终止写入任务
+   * 必选：否
+   * 格式：bool
+   * 默认值：false
+
+* **username**
+   * 描述：数据库用户名
+   * 必选：否
+   * 格式：string 
+   * 默认值：无
+   * 说明: TSDB配置了鉴权需要填写
+
+
+* **password**
+   * 描述：数据库密码
+   * 必选：否
+   * 格式：string 
+   * 默认值：无
+   * 说明: TSDB配置了鉴权需要填写
+
+* **database**
+   * 描述：导入的数据库
+   * 必选：否
+   * 格式：string 
+   * 默认值：default
+   * 说明: TSDB需要提前创建数据库
+
 * **maxRetryTime**
    * 描述：失败后重试的次数
    * 必选：否
    * 格式：int，需要保证大于 1
    * 默认值：3
 
-* **ignoreWriteError**
-   * 描述：如果设置为 true，则忽略写入错误，继续写入；否则，多次重试后仍写入失败的话，则会终止写入任务
-   * 必选：否
-   * 格式：bool
-   * 默认值：false
 
 
 
@@ -171,7 +296,7 @@ HBase 机型： 8C16G * 5
 
 ## 5 约束限制
 
-### 5.1 目前只支持兼容 TSDB 2.4.x 及以上版本
+### 5.1 目前支持Lindorm TSDB全部版本 以及 HiTSDB 2.4.x 及以上版本
 
 其他版本暂不保证兼容
 
diff --git a/tsdbwriter/pom.xml b/tsdbwriter/pom.xml
index 1fb7c1e0..6f2bac52 100644
--- a/tsdbwriter/pom.xml
+++ b/tsdbwriter/pom.xml
@@ -91,6 +91,13 @@
             <version>${fastjson.version}</version>
         </dependency>
 
+        <!-- tsdb -->
+        <dependency>
+            <groupId>com.aliyun</groupId>
+            <artifactId>hitsdb-client</artifactId>
+            <version>0.3.7</version>
+        </dependency>
+
         <!-- test -->
         <dependency>
             <groupId>junit</groupId>
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/Connection4TSDB.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/Connection4TSDB.java
index 8119348d..ecb30055 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/Connection4TSDB.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/Connection4TSDB.java
@@ -21,6 +21,28 @@ public interface Connection4TSDB {
      */
     String address();
 
+    /**
+     * Get the setted database name.
+     *
+     * @return database
+     */
+    String database();
+
+
+    /**
+     * Get the username of Database.
+     *
+     * @return username
+     */
+    String username();
+
+    /**
+     * Get the password of Database.
+     *
+     * @return password
+     */
+    String password();
+
     /**
      * Get the version of Database.
      *
@@ -69,17 +91,25 @@ public interface Connection4TSDB {
     boolean put(List<DataPoint4TSDB> dps);
 
     /**
-     * Put data points.
+     * Put data points with single field.
      *
      * @param dps data points
      * @return whether the data point is written successfully
      */
     boolean put(String dps);
 
+    /**
+     * Put data points with multi fields.
+     *
+     * @param dps data points
+     * @return whether the data point is written successfully
+     */
+    boolean mput(String dps);
+
     /**
      * Whether current version is supported.
      *
      * @return true: supported; false: not yet!
      */
     boolean isSupported();
-}
+}
\ No newline at end of file
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java
index e4ebad7d..074f0295 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java
@@ -18,12 +18,18 @@ import java.util.List;
 public class TSDBConnection implements Connection4TSDB {
 
     private String address;
+    private String username;
+    private String password;
+    private String database;
 
-    public TSDBConnection(String address) {
+    public TSDBConnection(String address, String database, String username, String password) {
         if (StringUtils.isBlank(address)) {
             throw new RuntimeException("TSDBConnection init failed because address is blank!");
         }
         this.address = address;
+        this.database = database;
+        this.username = username;
+        this.password = password;
     }
 
     @Override
@@ -31,14 +37,29 @@ public class TSDBConnection implements Connection4TSDB {
         return address;
     }
 
+    @Override
+    public String username() {
+        return username;
+    }
+
+    @Override
+    public String database() {
+        return database;
+    }
+
+    @Override
+    public String password() {
+        return password;
+    }
+
     @Override
     public String version() {
-        return TSDBUtils.version(address);
+        return TSDBUtils.version(address, username, password);
     }
 
     @Override
     public String config() {
-        return TSDBUtils.config(address);
+        return TSDBUtils.config(address, username, password);
     }
 
     @Override
@@ -53,17 +74,22 @@ public class TSDBConnection implements Connection4TSDB {
 
     @Override
     public boolean put(DataPoint4TSDB dp) {
-        return TSDBUtils.put(address, dp);
+        return TSDBUtils.put(address, database, username, password, dp);
     }
 
     @Override
     public boolean put(List<DataPoint4TSDB> dps) {
-        return TSDBUtils.put(address, dps);
+        return TSDBUtils.put(address, database, username, password, dps);
     }
 
     @Override
     public boolean put(String dps) {
-        return TSDBUtils.put(address, dps);
+        return TSDBUtils.put(address, database, username, password, dps);
+    }
+
+    @Override
+    public boolean mput(String dps) {
+        return TSDBUtils.mput(address, database, username, password, dps);
     }
 
     @Override
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/Key.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/Key.java
index 2cc3f671..6cb239ec 100755
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/Key.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/Key.java
@@ -10,8 +10,22 @@ package com.alibaba.datax.plugin.writer.tsdbwriter;
  */
 public class Key {
 
+    static final String SOURCE_DB_TYPE = "sourceDbType";
+    static final String MULTI_FIELD = "multiField";
+
+    // common
     static final String ENDPOINT = "endpoint";
+    static final String USERNAME = "username";
+    static final String PASSWORD = "password";
+    static final String IGNORE_WRITE_ERROR = "ignoreWriteError";
+    static final String DATABASE = "database";
+
+    // for tsdb
     static final String BATCH_SIZE = "batchSize";
     static final String MAX_RETRY_TIME = "maxRetryTime";
-    static final String IGNORE_WRITE_ERROR = "ignoreWriteError";
+
+    // for rdb
+    static final String COLUMN = "column";
+    static final String COLUMN_TYPE = "columnType";
+    static final String TABLE = "table";
 }
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/SourceDBType.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/SourceDBType.java
new file mode 100644
index 00000000..792806a6
--- /dev/null
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/SourceDBType.java
@@ -0,0 +1,5 @@
+package com.alibaba.datax.plugin.writer.tsdbwriter;
+
+public enum SourceDBType {
+    TSDB, RDB
+}
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java
new file mode 100644
index 00000000..86e35c56
--- /dev/null
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java
@@ -0,0 +1,96 @@
+package com.alibaba.datax.plugin.writer.tsdbwriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.fastjson.JSON;
+import com.aliyun.hitsdb.client.value.request.MultiFieldPoint;
+import com.aliyun.hitsdb.client.value.request.Point;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+class TSDBConverter {
+
+    private static final Logger LOG = LoggerFactory.getLogger(TSDBConverter.class);
+
+    private List<String> columnName;
+    private List<String> columnType;
+
+    TSDBConverter(List<String> columnName, List<String> columnType) {
+        this.columnName = columnName;
+        this.columnType = columnType;
+        LOG.info("columnName: {}, columnType: {}", JSON.toJSONString(columnName), JSON.toJSONString(columnType));
+    }
+
+    List<Point> transRecord2Point(List<Record> records) {
+        List<Point> dps = new ArrayList<Point>();
+        for (Record record : records) {
+            List<Point.MetricBuilder> metricBuilders = new ArrayList<Point.MetricBuilder>();
+            Map<String, String> tags = new HashMap<String, String>();
+            Long time = 0L;
+
+            for (int i = 0; i < columnType.size(); i++) {
+                String type = columnType.get(i);
+                String name = columnName.get(i);
+                Column column = record.getColumn(i);
+                if (TSDBModel.TSDB_TAG.equals(type)) {
+                    tags.put(name, column.asString());
+                } else if (TSDBModel.TSDB_FIELD_DOUBLE.equals(type)) {
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asDouble()));
+                } else if (TSDBModel.TSDB_FIELD_STRING.equals(type)) {
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asString()));
+                } else if (TSDBModel.TSDB_FIELD_BOOL.equals(type)) {
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asBoolean()));
+                } else if (TSDBModel.TSDB_TIMESTAMP.equals(type)) {
+                    time = column.asLong();
+                } else if (TSDBModel.TSDB_METRIC_NUM.equals(type)) {
+                    // compatible with previous usage of TSDB_METRIC_NUM
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asDouble()));
+                } else if (TSDBModel.TSDB_METRIC_STRING.equals(type)) {
+                    // compatible with previous usage of TSDB_METRIC_STRING
+                    metricBuilders.add(new Point.MetricBuilder(name).value(column.asString()));
+                }
+            }
+            for (Point.MetricBuilder metricBuilder : metricBuilders) {
+                dps.add(metricBuilder.tag(tags).timestamp(time).build(false));
+            }
+        }
+        return dps;
+    }
+
+    List<MultiFieldPoint> transRecord2MultiFieldPoint(List<Record> records, String tableName) {
+        List<MultiFieldPoint> dps = new ArrayList<MultiFieldPoint>();
+        for (Record record : records) {
+            MultiFieldPoint.MetricBuilder builder = MultiFieldPoint.metric(tableName);
+            for (int i = 0; i < columnType.size(); i++) {
+                String type = columnType.get(i);
+                String name = columnName.get(i);
+                Column column = record.getColumn(i);
+                if (TSDBModel.TSDB_TAG.equals(type)) {
+                    builder.tag(name, column.asString());
+                } else if (TSDBModel.TSDB_FIELD_DOUBLE.equals(type)) {
+                    builder.field(name, column.asDouble());
+                } else if (TSDBModel.TSDB_FIELD_STRING.equals(type)) {
+                    builder.field(name, column.asString());
+                } else if (TSDBModel.TSDB_FIELD_BOOL.equals(type)) {
+                    builder.field(name, column.asBoolean());
+                } else if (TSDBModel.TSDB_TIMESTAMP.equals(type)) {
+                    builder.timestamp(column.asLong());
+                } else if (TSDBModel.TSDB_METRIC_NUM.equals(type)) {
+                    // compatible with previous usage of TSDB_METRIC_NUM
+                    builder.field(name, column.asDouble());
+                } else if (TSDBModel.TSDB_METRIC_STRING.equals(type)) {
+                    // compatible with previous usage of TSDB_METRIC_STRING
+                    builder.field(name, column.asString());
+                }
+            }
+            MultiFieldPoint point = builder.build(false);
+            dps.add(point);
+        }
+        return dps;
+    }
+}
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBModel.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBModel.java
new file mode 100644
index 00000000..ead0e2cc
--- /dev/null
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBModel.java
@@ -0,0 +1,11 @@
+package com.alibaba.datax.plugin.writer.tsdbwriter;
+
+class TSDBModel {
+    static final String TSDB_METRIC_NUM = "metric_num";
+    static final String TSDB_METRIC_STRING = "metric_string";
+    static final String TSDB_TAG = "tag";
+    static final String TSDB_TIMESTAMP = "timestamp";
+    static final String TSDB_FIELD_DOUBLE = "field_double";
+    static final String TSDB_FIELD_STRING = "field_string";
+    static final String TSDB_FIELD_BOOL = "field_bool";
+}
\ No newline at end of file
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriter.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriter.java
index e410b2ba..433527da 100755
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriter.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriter.java
@@ -5,14 +5,23 @@ import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordReceiver;
 import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.ConfigurationUtil;
 import com.alibaba.datax.common.util.RetryUtil;
 import com.alibaba.datax.plugin.writer.conn.TSDBConnection;
+import com.aliyun.hitsdb.client.TSDB;
+import com.aliyun.hitsdb.client.TSDBClientFactory;
+import com.aliyun.hitsdb.client.TSDBConfig;
+import com.aliyun.hitsdb.client.value.request.MultiFieldPoint;
+import com.aliyun.hitsdb.client.value.request.Point;
+import com.aliyun.hitsdb.client.value.response.batch.IgnoreErrorsResult;
+import com.aliyun.hitsdb.client.value.response.batch.MultiFieldIgnoreErrorsResult;
+import com.aliyun.hitsdb.client.value.response.batch.SummaryResult;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.util.ArrayList;
-import java.util.List;
+import java.io.IOException;
+import java.util.*;
 import java.util.concurrent.Callable;
 
 /**
@@ -26,6 +35,9 @@ import java.util.concurrent.Callable;
 @SuppressWarnings("unused")
 public class TSDBWriter extends Writer {
 
+    private static SourceDBType DB_TYPE;
+    private static TSDB tsdb = null;
+
     public static class Job extends Writer.Job {
 
         private static final Logger LOG = LoggerFactory.getLogger(Job.class);
@@ -34,33 +46,100 @@ public class TSDBWriter extends Writer {
 
         @Override
         public void init() {
-            this.originalConfig = super.getPluginJobConf();
+            originalConfig = super.getPluginJobConf();
 
-            String address = this.originalConfig.getString(Key.ENDPOINT);
-            if (StringUtils.isBlank(address)) {
+            // check source db type
+            String sourceDbType = originalConfig.getString(Key.SOURCE_DB_TYPE);
+            if (StringUtils.isBlank(sourceDbType)) {
+                sourceDbType = SourceDBType.TSDB.name();
+                originalConfig.set(Key.SOURCE_DB_TYPE, sourceDbType);
+                LOG.info("The parameter [" + Key.SOURCE_DB_TYPE + "] will be default value: " + SourceDBType.TSDB);
+            }
+            try {
+                DB_TYPE = SourceDBType.valueOf(sourceDbType);
+            } catch (Exception e) {
                 throw DataXException.asDataXException(TSDBWriterErrorCode.REQUIRED_VALUE,
-                        "The parameter [" + Key.ENDPOINT + "] is not set.");
+                        "The parameter [" + Key.SOURCE_DB_TYPE +
+                                "] is invalid, which should be one of [" + Arrays.toString(SourceDBType.values()) + "].");
             }
 
-            Integer batchSize = this.originalConfig.getInt(Key.BATCH_SIZE);
-            if (batchSize == null || batchSize < 1) {
-                originalConfig.set(Key.BATCH_SIZE, Constant.DEFAULT_BATCH_SIZE);
-                LOG.info("The parameter [" + Key.BATCH_SIZE +
-                        "] will be default value: " + Constant.DEFAULT_BATCH_SIZE);
-            }
+            // for tsdb
+            if (DB_TYPE == SourceDBType.TSDB) {
+                String address = originalConfig.getString(Key.ENDPOINT);
+                if (StringUtils.isBlank(address)) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.REQUIRED_VALUE,
+                            "The parameter [" + Key.ENDPOINT + "] is not set.");
+                }
 
-            Integer retrySize = this.originalConfig.getInt(Key.MAX_RETRY_TIME);
-            if (retrySize == null || retrySize < 0) {
-                originalConfig.set(Key.MAX_RETRY_TIME, Constant.DEFAULT_TRY_SIZE);
-                LOG.info("The parameter [" + Key.MAX_RETRY_TIME +
-                        "] will be default value: " + Constant.DEFAULT_TRY_SIZE);
-            }
+                String username = originalConfig.getString(Key.USERNAME, null);
+                if (StringUtils.isBlank(username)) {
+                    LOG.warn("The parameter [" + Key.USERNAME + "] is blank.");
+                }
+                String password = originalConfig.getString(Key.PASSWORD, null);
+                if (StringUtils.isBlank(password)) {
+                    LOG.warn("The parameter [" + Key.PASSWORD + "] is blank.");
+                }
+
+                Integer batchSize = originalConfig.getInt(Key.BATCH_SIZE);
+                if (batchSize == null || batchSize < 1) {
+                    originalConfig.set(Key.BATCH_SIZE, Constant.DEFAULT_BATCH_SIZE);
+                    LOG.info("The parameter [" + Key.BATCH_SIZE +
+                            "] will be default value: " + Constant.DEFAULT_BATCH_SIZE);
+                }
+
+                Integer retrySize = originalConfig.getInt(Key.MAX_RETRY_TIME);
+                if (retrySize == null || retrySize < 0) {
+                    originalConfig.set(Key.MAX_RETRY_TIME, Constant.DEFAULT_TRY_SIZE);
+                    LOG.info("The parameter [" + Key.MAX_RETRY_TIME +
+                            "] will be default value: " + Constant.DEFAULT_TRY_SIZE);
+                }
+
+                Boolean ignoreWriteError = originalConfig.getBool(Key.IGNORE_WRITE_ERROR);
+                if (ignoreWriteError == null) {
+                    originalConfig.set(Key.IGNORE_WRITE_ERROR, Constant.DEFAULT_IGNORE_WRITE_ERROR);
+                    LOG.info("The parameter [" + Key.IGNORE_WRITE_ERROR +
+                            "] will be default value: " + Constant.DEFAULT_IGNORE_WRITE_ERROR);
+                }
+            } else if (DB_TYPE == SourceDBType.RDB) {
+                // for rdb
+                originalConfig.getNecessaryValue(Key.ENDPOINT, TSDBWriterErrorCode.REQUIRED_VALUE);
+                originalConfig.getNecessaryValue(Key.COLUMN_TYPE, TSDBWriterErrorCode.REQUIRED_VALUE);
+                originalConfig.getNecessaryValue(Key.COLUMN, TSDBWriterErrorCode.REQUIRED_VALUE);
+                String endpoint = originalConfig.getString(Key.ENDPOINT);
+                String[] split = endpoint.split(":");
+                if (split.length != 3) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.REQUIRED_VALUE,
+                            "The parameter [" + Key.ENDPOINT + "] is invalid, which should be [http://IP:Port].");
+                }
+                String ip = split[1].substring(2);
+                int port = Integer.parseInt(split[2]);
+
+                String username = originalConfig.getString(Key.USERNAME, null);
+                if (StringUtils.isBlank(username)) {
+                    LOG.warn("The parameter [" + Key.USERNAME + "] is blank.");
+                }
+
+                String password = originalConfig.getString(Key.PASSWORD, null);
+                if (StringUtils.isBlank(password)) {
+                    LOG.warn("The parameter [" + Key.PASSWORD + "] is blank.");
+                }
+
+                if (!StringUtils.isBlank(password) && !StringUtils.isBlank(username)) {
+                    tsdb = TSDBClientFactory.connect(TSDBConfig.address(ip, port).basicAuth(username, password).config());
+                } else {
+                    tsdb = TSDBClientFactory.connect(TSDBConfig.address(ip, port).config());
+                }
+
+                String database = originalConfig.getString(Key.DATABASE, null);
+                if (StringUtils.isBlank(database)) {
+                    LOG.info("The parameter [" + Key.DATABASE + "] is blank.");
+                } else {
+                	LOG.warn("The parameter [" + Key.DATABASE + "] : {} is ignored.");
+                    // tsdb.useDatabase(database);
+                }
+
+                LOG.info("Tsdb config: {}", ConfigurationUtil.filterSensitive(originalConfig).toJSON());
 
-            Boolean ignoreWriteError = this.originalConfig.getBool(Key.IGNORE_WRITE_ERROR);
-            if (ignoreWriteError == null) {
-                originalConfig.set(Key.IGNORE_WRITE_ERROR, Constant.DEFAULT_IGNORE_WRITE_ERROR);
-                LOG.info("The parameter [" + Key.IGNORE_WRITE_ERROR +
-                        "] will be default value: " + Constant.DEFAULT_IGNORE_WRITE_ERROR);
             }
         }
 
@@ -72,7 +151,7 @@ public class TSDBWriter extends Writer {
         public List<Configuration> split(int mandatoryNumber) {
             ArrayList<Configuration> configurations = new ArrayList<Configuration>(mandatoryNumber);
             for (int i = 0; i < mandatoryNumber; i++) {
-                configurations.add(this.originalConfig.clone());
+                configurations.add(originalConfig.clone());
             }
             return configurations;
         }
@@ -83,6 +162,14 @@ public class TSDBWriter extends Writer {
 
         @Override
         public void destroy() {
+            if (DB_TYPE == SourceDBType.RDB) {
+                if (tsdb != null) {
+                    try {
+                        tsdb.close();
+                    } catch (IOException ignored) {
+                    }
+                }
+            }
         }
     }
 
@@ -91,18 +178,87 @@ public class TSDBWriter extends Writer {
         private static final Logger LOG = LoggerFactory.getLogger(Task.class);
 
         private TSDBConnection conn;
+        private boolean multiField;
         private int batchSize;
         private int retrySize;
         private boolean ignoreWriteError;
+        private String tableName;
+        private TSDBConverter tsdbConverter;
 
         @Override
         public void init() {
             Configuration writerSliceConfig = getPluginJobConf();
-            String address = writerSliceConfig.getString(Key.ENDPOINT);
-            this.conn = new TSDBConnection(address);
-            this.batchSize = writerSliceConfig.getInt(Key.BATCH_SIZE);
-            this.retrySize = writerSliceConfig.getInt(Key.MAX_RETRY_TIME);
+
+            // single field | multi fields
+            this.multiField = writerSliceConfig.getBool(Key.MULTI_FIELD, false);
             this.ignoreWriteError = writerSliceConfig.getBool(Key.IGNORE_WRITE_ERROR);
+
+            // for tsdb
+            if (DB_TYPE == SourceDBType.TSDB) {
+                String address = writerSliceConfig.getString(Key.ENDPOINT);
+                String database = writerSliceConfig.getString(Key.DATABASE);
+                String username = writerSliceConfig.getString(Key.USERNAME);
+                String password = writerSliceConfig.getString(Key.PASSWORD);
+                this.conn = new TSDBConnection(address, database, username, password);
+                this.batchSize = writerSliceConfig.getInt(Key.BATCH_SIZE);
+                this.retrySize = writerSliceConfig.getInt(Key.MAX_RETRY_TIME);
+
+            } else if (DB_TYPE == SourceDBType.RDB) {
+                // for rdb
+                int timeSize = 0;
+                int fieldSize = 0;
+                int tagSize = 0;
+                batchSize = writerSliceConfig.getInt(Key.BATCH_SIZE, 100);
+                List<String> columnName = writerSliceConfig.getList(Key.COLUMN, String.class);
+                List<String> columnType = writerSliceConfig.getList(Key.COLUMN_TYPE, String.class);
+                Set<String> typeSet = new HashSet<String>(columnType);
+                if (columnName.size() != columnType.size()) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.COLUMN_TYPE + "] should has same length with [" + Key.COLUMN + "].");
+                }
+
+                for (String type : columnType) {
+                    if (TSDBModel.TSDB_TAG.equals(type)) {
+                        tagSize ++;
+                    } else if (TSDBModel.TSDB_FIELD_DOUBLE.equals(type) || TSDBModel.TSDB_FIELD_STRING.equals(type)
+                            || TSDBModel.TSDB_FIELD_BOOL.equals(type)) {
+                        fieldSize++;
+                    } else if (TSDBModel.TSDB_TIMESTAMP.equals(type)) {
+                        timeSize++;
+                    }
+                }
+
+                if (fieldSize == 0) {
+                    // compatible with previous usage of TSDB_METRIC_NUM and TSDB_METRIC_STRING
+                    if (!typeSet.contains(TSDBModel.TSDB_METRIC_NUM) && !typeSet.contains(TSDBModel.TSDB_METRIC_STRING)) {
+                        throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                                "The parameter [" + Key.COLUMN_TYPE + "] is invalid, must set at least one of "
+                                        + TSDBModel.TSDB_FIELD_DOUBLE + ", " + TSDBModel.TSDB_FIELD_STRING + " or " + TSDBModel.TSDB_FIELD_BOOL + ".");
+                    }
+                }
+
+                if (tagSize == 0) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.COLUMN_TYPE + "] is invalid, must set " + TSDBModel.TSDB_TAG + ". ");
+                }
+
+                if (timeSize != 1) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                            "The parameter [" + Key.COLUMN_TYPE + "] is invalid, must set one and only one "
+                                    + TSDBModel.TSDB_TIMESTAMP + ".");
+                }
+
+                if (multiField) {
+                    // check source db type
+                    tableName = writerSliceConfig.getString(Key.TABLE);
+                    if (StringUtils.isBlank(tableName)) {
+                        throw DataXException.asDataXException(TSDBWriterErrorCode.ILLEGAL_VALUE,
+                                "The parameter [" + Key.TABLE + "] h must set when use multi field input.");
+                    }
+                }
+                tsdbConverter = new TSDBConverter(columnName, columnType);
+
+            }
         }
 
         @Override
@@ -111,30 +267,52 @@ public class TSDBWriter extends Writer {
 
         @Override
         public void startWrite(RecordReceiver recordReceiver) {
-            try {
-                Record lastRecord = null;
-                Record record;
-                int count = 0;
-                StringBuilder dps = new StringBuilder();
-                while ((record = recordReceiver.getFromReader()) != null) {
-                    final int recordLength = record.getColumnNumber();
-                    for (int i = 0; i < recordLength; i++) {
-                        dps.append(record.getColumn(i).asString());
-                        dps.append(",");
-                        count++;
-                        if (count == batchSize) {
-                            count = 0;
-                            batchPut(record, "[" + dps.substring(0, dps.length() - 1) + "]");
-                            dps = new StringBuilder();
+            // for tsdb
+            if (DB_TYPE == SourceDBType.TSDB) {
+                try {
+                    Record lastRecord = null;
+                    Record record;
+                    int count = 0;
+                    StringBuilder dps = new StringBuilder();
+                    while ((record = recordReceiver.getFromReader()) != null) {
+                        final int recordLength = record.getColumnNumber();
+                        for (int i = 0; i < recordLength; i++) {
+                            dps.append(record.getColumn(i).asString());
+                            dps.append(",");
+                            count++;
+                            if (count == batchSize) {
+                                count = 0;
+                                batchPut(record, "[" + dps.substring(0, dps.length() - 1) + "]");
+                                dps = new StringBuilder();
+                            }
                         }
+                        lastRecord = record;
                     }
-                    lastRecord = record;
+                    if (StringUtils.isNotBlank(dps.toString())) {
+                        batchPut(lastRecord, "[" + dps.substring(0, dps.length() - 1) + "]");
+                    }
+                } catch (Exception e) {
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION, e);
                 }
-                if (StringUtils.isNotBlank(dps.toString())) {
-                    batchPut(lastRecord, "[" + dps.substring(0, dps.length() - 1) + "]");
+            } else if (DB_TYPE == SourceDBType.RDB) {
+                // for rdb
+                List<Record> writerBuffer = new ArrayList<Record>(this.batchSize);
+                Record record;
+                long total = 0;
+                while ((record = recordReceiver.getFromReader()) != null) {
+                    writerBuffer.add(record);
+                    if (writerBuffer.size() >= this.batchSize) {
+                        total += doBatchInsert(writerBuffer);
+                        writerBuffer.clear();
+                    }
                 }
-            } catch (Exception e) {
-                throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION, e);
+                if (!writerBuffer.isEmpty()) {
+                    total += doBatchInsert(writerBuffer);
+                    writerBuffer.clear();
+                }
+                getTaskPluginCollector().collectMessage("write size", total + "");
+                LOG.info("Task finished, write size: {}", total);
+
             }
         }
 
@@ -143,12 +321,13 @@ public class TSDBWriter extends Writer {
                 RetryUtil.executeWithRetry(new Callable<Integer>() {
                     @Override
                     public Integer call() {
-                        if (!conn.put(dps)) {
-                            getTaskPluginCollector().collectDirtyRecord(record, "Put data points failed!");
-                            throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION,
-                                    "Put data points failed!");
+                        final boolean success = multiField ? conn.mput(dps) : conn.put(dps);
+                        if (success) {
+                            return 0;
                         }
-                        return 0;
+                        getTaskPluginCollector().collectDirtyRecord(record, "Put data points failed!");
+                        throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION,
+                                "Put data points failed!");
                     }
                 }, retrySize, 60000L, true);
             } catch (Exception e) {
@@ -160,6 +339,47 @@ public class TSDBWriter extends Writer {
             }
         }
 
+        private long doBatchInsert(final List<Record> writerBuffer) {
+            int size;
+            if (ignoreWriteError) {
+                if (multiField) {
+                    List<MultiFieldPoint> points = tsdbConverter.transRecord2MultiFieldPoint(writerBuffer, tableName);
+                    size = points.size();
+                    MultiFieldIgnoreErrorsResult ignoreErrorsResult = tsdb.multiFieldPutSync(points, MultiFieldIgnoreErrorsResult.class);
+                    if (ignoreErrorsResult == null) {
+                        LOG.error("Unexpected inner error for insert");
+                    } else if (ignoreErrorsResult.getFailed() > 0) {
+                        LOG.error("write TSDB failed num:" + ignoreErrorsResult.getFailed());
+                    }
+                } else {
+                    List<Point> points = tsdbConverter.transRecord2Point(writerBuffer);
+                    size = points.size();
+                    IgnoreErrorsResult ignoreErrorsResult = tsdb.putSync(points, IgnoreErrorsResult.class);
+                    if (ignoreErrorsResult == null) {
+                        LOG.error("Unexpected inner error for insert");
+                    } else if (ignoreErrorsResult.getFailed() > 0) {
+                        LOG.error("write TSDB failed num:" + ignoreErrorsResult.getFailed());
+                    }
+                }
+            } else {
+                SummaryResult summaryResult;
+                if (multiField) {
+                    List<MultiFieldPoint> points = tsdbConverter.transRecord2MultiFieldPoint(writerBuffer, tableName);
+                    size = points.size();
+                    summaryResult = tsdb.multiFieldPutSync(points, SummaryResult.class);
+                } else {
+                    List<Point> points = tsdbConverter.transRecord2Point(writerBuffer);
+                    size = points.size();
+                    summaryResult = tsdb.putSync(points, SummaryResult.class);
+                }
+                if (summaryResult.getFailed() > 0) {
+                    LOG.error("write TSDB failed num:" + summaryResult.getFailed());
+                    throw DataXException.asDataXException(TSDBWriterErrorCode.RUNTIME_EXCEPTION, "Write TSDB failed", new Exception());
+                }
+            }
+            return size;
+        }
+
         @Override
         public void post() {
         }
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriterErrorCode.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriterErrorCode.java
index f907fb67..ab4c3894 100755
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriterErrorCode.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBWriterErrorCode.java
@@ -13,6 +13,7 @@ import com.alibaba.datax.common.spi.ErrorCode;
 public enum TSDBWriterErrorCode implements ErrorCode {
 
     REQUIRED_VALUE("TSDBWriter-00", "Missing the necessary value"),
+    ILLEGAL_VALUE("TSDBWriter-01", "Illegal value"),
     RUNTIME_EXCEPTION("TSDBWriter-01", "Runtime exception"),
     RETRY_WRITER_EXCEPTION("TSDBWriter-02", "After repeated attempts, the write still fails");
 
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java
index b81512f7..29b14dab 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java
@@ -1,11 +1,14 @@
 package com.alibaba.datax.plugin.writer.util;
 
 import com.alibaba.fastjson.JSON;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.http.client.fluent.Content;
 import org.apache.http.client.fluent.Request;
 import org.apache.http.entity.ContentType;
 
 import java.nio.charset.Charset;
+import java.nio.charset.StandardCharsets;
+import java.util.Base64;
 import java.util.Map;
 import java.util.concurrent.TimeUnit;
 
@@ -19,43 +22,44 @@ import java.util.concurrent.TimeUnit;
  */
 public final class HttpUtils {
 
-    public final static Charset UTF_8 = Charset.forName("UTF-8");
     public final static int CONNECT_TIMEOUT_DEFAULT_IN_MILL = (int) TimeUnit.SECONDS.toMillis(60);
     public final static int SOCKET_TIMEOUT_DEFAULT_IN_MILL = (int) TimeUnit.SECONDS.toMillis(60);
 
+    private static final String CREDENTIALS_FORMAT = "%s:%s";
+    private static final String BASIC_AUTHENTICATION_FORMAT = "Basic %s";
+
     private HttpUtils() {
     }
 
-    public static String get(String url) throws Exception {
-        Content content = Request.Get(url)
+    public static String get(String url, String username, String password) throws Exception {
+        final Request request = Request.Get(url)
                 .connectTimeout(CONNECT_TIMEOUT_DEFAULT_IN_MILL)
-                .socketTimeout(SOCKET_TIMEOUT_DEFAULT_IN_MILL)
+                .socketTimeout(SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+        addAuth(request, username, password);
+        Content content = request
                 .execute()
                 .returnContent();
         if (content == null) {
             return null;
         }
-        return content.asString(UTF_8);
+        return content.asString(StandardCharsets.UTF_8);
     }
 
-    public static String post(String url, Map<String, Object> params) throws Exception {
-        return post(url, JSON.toJSONString(params), CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+    public static String post(String url, String username, String password, Map<String, Object> params) throws Exception {
+        return post(url, username, password, JSON.toJSONString(params), CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
     }
 
-    public static String post(String url, String params) throws Exception {
-        return post(url, params, CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
+    public static String post(String url, String username, String password, String params) throws Exception {
+        return post(url, username, password, params, CONNECT_TIMEOUT_DEFAULT_IN_MILL, SOCKET_TIMEOUT_DEFAULT_IN_MILL);
     }
 
-    public static String post(String url, Map<String, Object> params,
+    public static String post(String url, String username, String password, String params,
                               int connectTimeoutInMill, int socketTimeoutInMill) throws Exception {
-        return post(url, JSON.toJSONString(params), connectTimeoutInMill, socketTimeoutInMill);
-    }
-
-    public static String post(String url, String params,
-                              int connectTimeoutInMill, int socketTimeoutInMill) throws Exception {
-        Content content = Request.Post(url)
+        Request request = Request.Post(url)
                 .connectTimeout(connectTimeoutInMill)
-                .socketTimeout(socketTimeoutInMill)
+                .socketTimeout(socketTimeoutInMill);
+        addAuth(request, username, password);
+        Content content = request
                 .addHeader("Content-Type", "application/json")
                 .bodyString(params, ContentType.APPLICATION_JSON)
                 .execute()
@@ -63,6 +67,22 @@ public final class HttpUtils {
         if (content == null) {
             return null;
         }
-        return content.asString(UTF_8);
+        return content.asString(StandardCharsets.UTF_8);
+    }
+
+    private static void addAuth(Request request, String username, String password) {
+        String authorization = generateHttpAuthorization(username, password);
+        if (authorization != null) {
+            request.setHeader("Authorization", authorization);
+        }
+    }
+
+    private static String generateHttpAuthorization(String username, String password) {
+        if (StringUtils.isBlank(username) || StringUtils.isBlank(password)) {
+            return null;
+        }
+        String credentials = String.format(CREDENTIALS_FORMAT, username, password);
+        credentials = Base64.getEncoder().encodeToString(credentials.getBytes());
+        return String.format(BASIC_AUTHENTICATION_FORMAT, credentials);
     }
 }
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java
index ed01d877..d57c5935 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java
@@ -2,6 +2,7 @@ package com.alibaba.datax.plugin.writer.util;
 
 import com.alibaba.datax.plugin.writer.conn.DataPoint4TSDB;
 import com.alibaba.fastjson.JSON;
+import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -22,45 +23,56 @@ public final class TSDBUtils {
     private TSDBUtils() {
     }
 
-    public static String version(String address) {
+    public static String version(String address, String username, String password) {
         String url = String.format("%s/api/version", address);
         String rsp;
         try {
-            rsp = HttpUtils.get(url);
+            rsp = HttpUtils.get(url, username, password);
         } catch (Exception e) {
             throw new RuntimeException(e);
         }
         return rsp;
     }
 
-    public static String config(String address) {
+    public static String config(String address, String username, String password) {
         String url = String.format("%s/api/config", address);
         String rsp;
         try {
-            rsp = HttpUtils.get(url);
+            rsp = HttpUtils.get(url, username, password);
         } catch (Exception e) {
             throw new RuntimeException(e);
         }
         return rsp;
     }
 
-    public static boolean put(String address, List<DataPoint4TSDB> dps) {
-        return put(address, JSON.toJSON(dps));
+    public static boolean put(String address, String database, String username, String password, List<DataPoint4TSDB> dps) {
+        return put(address, database, username, password, JSON.toJSON(dps));
     }
 
-    public static boolean put(String address, DataPoint4TSDB dp) {
-        return put(address, JSON.toJSON(dp));
+    public static boolean put(String address, String database, String username, String password, DataPoint4TSDB dp) {
+        return put(address, database, username, password, JSON.toJSON(dp));
     }
 
-    private static boolean put(String address, Object o) {
-        return put(address, o.toString());
+    private static boolean put(String address, String database, String username, String password, Object o) {
+        return put(address, database, username, password, o.toString());
     }
 
-    public static boolean put(String address, String s) {
-        String url = String.format("%s/api/put", address);
+    public static boolean put(String address, String database, String username, String password, String s) {
+        return put(address, database, username, password, s, false);
+    }
+
+    public static boolean mput(String address, String database, String username, String password, String s) {
+        return put(address, database, username, password, s, true);
+    }
+
+    public static boolean put(String address, String database, String username, String password, String s, boolean multiField) {
+        String url = address + (multiField ? "/api/mput" : "/api/put");
+        if (!StringUtils.isBlank(database)) {
+            url = url.concat("?db=" + database);
+        }
         String rsp;
         try {
-            rsp = HttpUtils.post(url, s);
+            rsp = HttpUtils.post(url, username, password, s);
             // If successful, the returned content should be null.
             assert rsp == null;
         } catch (Exception e) {
diff --git a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/conn/TSDBConnectionTest.java b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/conn/TSDBConnectionTest.java
index 455f4ce6..fada706e 100644
--- a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/conn/TSDBConnectionTest.java
+++ b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/conn/TSDBConnectionTest.java
@@ -19,12 +19,12 @@ public class TSDBConnectionTest {
 
     @Test
     public void testVersion() {
-        String version = new TSDBConnection(TSDB_ADDRESS).version();
+        String version = new TSDBConnection(TSDB_ADDRESS,null,null,null).version();
         Assert.assertNotNull(version);
     }
 
     @Test
     public void testIsSupported() {
-        Assert.assertTrue(new TSDBConnection(TSDB_ADDRESS).isSupported());
+        Assert.assertTrue(new TSDBConnection(TSDB_ADDRESS,null,null,null).isSupported());
     }
 }
diff --git a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/HttpUtilsTest.java b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/HttpUtilsTest.java
index 69f26b80..1f8fb870 100644
--- a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/HttpUtilsTest.java
+++ b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/HttpUtilsTest.java
@@ -24,7 +24,7 @@ public class HttpUtilsTest {
         Map<String, Object> params = new HashMap<String, Object>();
         params.put("foo", "bar");
 
-        String rsp = HttpUtils.post(url, params);
+        String rsp = HttpUtils.post(url, null,null,params);
         System.out.println(rsp);
         Assert.assertNotNull(rsp);
     }
@@ -32,7 +32,7 @@ public class HttpUtilsTest {
     @Test
     public void testGet() throws Exception {
         String url = String.format("%s/api/version", Const.OPENTSDB_ADDRESS);
-        String rsp = HttpUtils.get(url);
+        String rsp = HttpUtils.get(url,null,null);
         System.out.println(rsp);
         Assert.assertNotNull(rsp);
     }
diff --git a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/TSDBTest.java b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/TSDBTest.java
index 7d22bb72..8debf406 100644
--- a/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/TSDBTest.java
+++ b/tsdbwriter/src/test/java/com/alibaba/datax/plugin/writer/util/TSDBTest.java
@@ -17,11 +17,11 @@ public class TSDBTest {
 
     @Test
     public void testVersion() {
-        String version = TSDBUtils.version(Const.TSDB_ADDRESS);
+        String version = TSDBUtils.version(Const.TSDB_ADDRESS,null,null);
         Assert.assertNotNull(version);
         System.out.println(version);
 
-        version = TSDBUtils.version(Const.OPENTSDB_ADDRESS);
+        version = TSDBUtils.version(Const.OPENTSDB_ADDRESS,null,null);
         Assert.assertNotNull(version);
         System.out.println(version);
     }
diff --git a/userGuid.md b/userGuid.md
index 153c8111..16771a5e 100644
--- a/userGuid.md
+++ b/userGuid.md
@@ -10,7 +10,7 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 - Linux
 - [JDK(1.8以上，推荐1.8) ](http://www.oracle.com/technetwork/cn/java/javase/downloads/index.html) 
-- [Python(推荐Python2.6.X) ](https://www.python.org/downloads/)
+- [Python(2或3都可以) ](https://www.python.org/downloads/)
 - [Apache Maven 3.x](https://maven.apache.org/download.cgi) (Compile DataX)
 
 # Quick Start

From 47a9ac564200bdff164e026ff43c7e3c86882b35 Mon Sep 17 00:00:00 2001
From: Trafalgar <trafalgarluo@gmail.com>
Date: Sat, 11 Jun 2022 12:37:45 +0800
Subject: [PATCH 184/251] Update README.md
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

更新README文档，介绍月度迭代机制和datax_v202205迭代内容
---
 README.md | 10 ++++++++++
 1 file changed, 10 insertions(+)

diff --git a/README.md b/README.md
index ec5de715..dc828128 100644
--- a/README.md
+++ b/README.md
@@ -90,6 +90,13 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 
 请点击：[DataX插件开发宝典](https://github.com/alibaba/DataX/blob/master/dataxPluginDev.md)
 
+# 重要版本更新说明
+
+DataX 后续计划月度迭代更新，也欢迎感兴趣的同学提交 Pull requests，月度更新内容会介绍介绍如下。
+
+- [datax_v202205]（https://github.com/alibaba/DataX/releases/tag/datax_v202205)
+    - 涉及通道能力更新（MaxCompute、Hologres、OSS、Tdengine等）、安全漏洞更新、通用打包更新等
+
 
 # 项目成员
 
@@ -137,8 +144,11 @@ This software is free to use under the Apache License [Apache license](https://g
     8. 对高并发、高稳定可用性、高性能、大数据处理有过实际项目及产品经验者优先考虑；
     9. 有大数据产品、云产品、中间件技术解决方案者优先考虑。
 ````
+
 钉钉用户群：
 
+钉钉群目前暂时受到了一些管控策略影响，建议大家有问题优先在这里提交问题 Issue，DataX研发和社区会定期回答Issue中的问题，知识库丰富后也能帮助到后来的使用者。
+
 - DataX开源用户交流群
     - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A4.jpg" width="20%" height="20%">
 

From ab6cf7352767348cea5cf520575736532b8fd3b5 Mon Sep 17 00:00:00 2001
From: Trafalgar <trafalgarluo@gmail.com>
Date: Mon, 13 Jun 2022 16:45:14 +0800
Subject: [PATCH 185/251] Update README.md
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

更新二进制包datax.tar.gz下载地址，为最新版本构建包地址
---
 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index dc828128..299e9a37 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,8 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 # Quick Start
 
-##### Download [DataX下载地址](http://datax-opensource.oss-cn-hangzhou.aliyuncs.com/datax.tar.gz)
+##### Download [DataX下载地址](https://datax-opensource.oss-cn-hangzhou.aliyuncs.com/20220530/datax.tar.gz)
+
 
 ##### 请点击：[Quick Start](https://github.com/alibaba/DataX/blob/master/userGuid.md)
 

From 8c92ce2caa401c1d2d438e1ae41e517f770b612f Mon Sep 17 00:00:00 2001
From: Trafalgar <trafalgarluo@gmail.com>
Date: Mon, 13 Jun 2022 20:55:41 +0800
Subject: [PATCH 186/251] Update README.md
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

钉钉群容量受到管控，暂时先隐藏过期分享二维码
---
 README.md | 18 +-----------------
 1 file changed, 1 insertion(+), 17 deletions(-)

diff --git a/README.md b/README.md
index 299e9a37..59795e25 100644
--- a/README.md
+++ b/README.md
@@ -146,25 +146,9 @@ This software is free to use under the Apache License [Apache license](https://g
     9. 有大数据产品、云产品、中间件技术解决方案者优先考虑。
 ````
 
-钉钉用户群：
+用户咨询支持：
 
 钉钉群目前暂时受到了一些管控策略影响，建议大家有问题优先在这里提交问题 Issue，DataX研发和社区会定期回答Issue中的问题，知识库丰富后也能帮助到后来的使用者。
 
-- DataX开源用户交流群
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A4.jpg" width="20%" height="20%">
 
-- DataX开源用户交流群2
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A42.jpg" width="20%" height="20%">
-
-- DataX开源用户交流群3
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A43.jpg" width="20%" height="20%">
-
-- DataX开源用户交流群4
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A44.jpg" width="20%" height="20%">
-
-- DataX开源用户交流群5
-    - <img src="https://github.com/alibaba/DataX/blob/master/images/DataX%E5%BC%80%E6%BA%90%E7%94%A8%E6%88%B7%E4%BA%A4%E6%B5%81%E7%BE%A45.jpg" width="20%" height="20%">
-
-- DataX开源用户交流群6 
-    - <img src="https://user-images.githubusercontent.com/1905000/124073771-139cbd00-da75-11eb-9a3f-598cba145a76.png" width="20%" height="20%">
 

From beaf7aa620e11ca3577c03fb58bf43f67c8b57d6 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Wed, 15 Jun 2022 10:57:10 +0800
Subject: [PATCH 187/251] feat: migrate mongo's data to tdengine without tbname
 specified #TS-1538 #TS-1539

---
 tdenginereader/pom.xml                        |  14 +--
 tdenginewriter/pom.xml                        |  31 ++---
 .../tdenginewriter/DefaultDataHandler.java    | 105 ++++++++++++++---
 .../writer/tdenginewriter/SchemaManager.java  |  42 ++++++-
 .../DefaultDataHandlerTest.java               |  13 +--
 .../tdenginewriter/Mongo2TDengineTest.java    |  16 +++
 .../tdenginewriter/SchemaManagerTest.java     |  21 +++-
 .../resources/incremental_sync/clean_env.sh   |   9 ++
 .../resources/incremental_sync/csv2t-jni.json | 106 ++++++++++++++++++
 .../incremental_sync/csv2t-restful.json       |  57 ++++++++++
 .../resources/incremental_sync/dm2t-jni.json  |  62 ++++++++++
 .../incremental_sync/dm2t-restful.json        |  62 ++++++++++
 .../incremental_sync/dm2t-update.json         |  63 +++++++++++
 .../resources/incremental_sync/dm2t_sync.sh   |  57 ++++++++++
 .../resources/incremental_sync/t2dm-jni.json  |  50 +++++++++
 .../incremental_sync/t2dm-restful.json        |  50 +++++++++
 .../test/resources/incremental_sync/upload.sh |  13 +++
 .../src/test/resources/mongo2t.json           |  66 +++++++++++
 18 files changed, 774 insertions(+), 63 deletions(-)
 create mode 100644 tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mongo2TDengineTest.java
 create mode 100755 tdenginewriter/src/test/resources/incremental_sync/clean_env.sh
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/csv2t-jni.json
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/csv2t-restful.json
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/dm2t-jni.json
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/dm2t-restful.json
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json
 create mode 100755 tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json
 create mode 100644 tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json
 create mode 100755 tdenginewriter/src/test/resources/incremental_sync/upload.sh
 create mode 100644 tdenginewriter/src/test/resources/mongo2t.json

diff --git a/tdenginereader/pom.xml b/tdenginereader/pom.xml
index 319152f8..075a2789 100644
--- a/tdenginereader/pom.xml
+++ b/tdenginereader/pom.xml
@@ -29,12 +29,6 @@
             </exclusions>
         </dependency>
 
-        <dependency>
-            <groupId>com.alibaba</groupId>
-            <artifactId>fastjson</artifactId>
-            <version>1.2.78</version>
-        </dependency>
-
         <dependency>
             <groupId>com.alibaba.datax.tdenginewriter</groupId>
             <artifactId>tdenginewriter</artifactId>
@@ -45,13 +39,7 @@
         <dependency>
             <groupId>com.taosdata.jdbc</groupId>
             <artifactId>taos-jdbcdriver</artifactId>
-            <version>2.0.37</version>
-            <exclusions>
-                <exclusion>
-                    <groupId>com.alibaba</groupId>
-                    <artifactId>fastjson</artifactId>
-                </exclusion>
-            </exclusions>
+            <version>2.0.39</version>
         </dependency>
 
         <dependency>
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 791a4bdc..a7564e6b 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -20,22 +20,10 @@
 
     <dependencies>
 
-        <dependency>
-            <groupId>com.alibaba</groupId>
-            <artifactId>fastjson</artifactId>
-            <version>1.2.78</version>
-        </dependency>
-
         <dependency>
             <groupId>com.taosdata.jdbc</groupId>
             <artifactId>taos-jdbcdriver</artifactId>
-            <version>2.0.37</version>
-            <exclusions>
-                <exclusion>
-                    <groupId>com.alibaba</groupId>
-                    <artifactId>fastjson</artifactId>
-                </exclusion>
-            </exclusions>
+            <version>2.0.39</version>
         </dependency>
 
         <dependency>
@@ -74,15 +62,16 @@
             <version>5.1.49</version>
             <scope>test</scope>
         </dependency>
+
         <!-- 添加 dm8 jdbc jar 包依赖-->
-<!--        <dependency>-->
-<!--            <groupId>com.dameng</groupId>-->
-<!--            <artifactId>dm-jdbc</artifactId>-->
-<!--            <version>1.8</version>-->
-<!--            <scope>system</scope>-->
-<!--            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar-->
-<!--            </systemPath>-->
-<!--        </dependency>-->
+        <!--        <dependency>-->
+        <!--            <groupId>com.dameng</groupId>-->
+        <!--            <artifactId>dm-jdbc</artifactId>-->
+        <!--            <version>1.8</version>-->
+        <!--            <scope>system</scope>-->
+        <!--            <systemPath>${project.basedir}/src/test/resources/DmJdbcDriver18.jar-->
+        <!--            </systemPath>-->
+        <!--        </dependency>-->
 
     </dependencies>
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 30ba7e23..84adaf72 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -17,19 +17,20 @@ import java.sql.*;
 import java.util.*;
 import java.util.Date;
 import java.util.stream.Collectors;
+import java.util.stream.IntStream;
 
 public class DefaultDataHandler implements DataHandler {
+    private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
+
     static {
         try {
             Class.forName("com.taosdata.jdbc.TSDBDriver");
             Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
         } catch (ClassNotFoundException e) {
-            e.printStackTrace();
+            LOG.error(e.getMessage(), e);
         }
     }
 
-    private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
-
     private final TaskPluginCollector taskPluginCollector;
     private String username;
     private String password;
@@ -47,15 +48,15 @@ public class DefaultDataHandler implements DataHandler {
         this.tableMetas = tableMetas;
     }
 
-    public void setColumnMetas(Map<String, List<ColumnMeta>> columnMetas) {
-        this.columnMetas = columnMetas;
+    public void setTbnameColumnMetasMap(Map<String, List<ColumnMeta>> tbnameColumnMetasMap) {
+        this.tbnameColumnMetasMap = tbnameColumnMetasMap;
     }
 
     public void setSchemaManager(SchemaManager schemaManager) {
         this.schemaManager = schemaManager;
     }
 
-    private Map<String, List<ColumnMeta>> columnMetas;
+    private Map<String, List<ColumnMeta>> tbnameColumnMetasMap;
 
     public DefaultDataHandler(Configuration configuration, TaskPluginCollector taskPluginCollector) {
         this.username = configuration.getString(Key.USERNAME, Constants.DEFAULT_USERNAME);
@@ -73,14 +74,13 @@ public class DefaultDataHandler implements DataHandler {
         int count = 0;
         int affectedRows = 0;
 
-
         try (Connection conn = DriverManager.getConnection(jdbcUrl, username, password)) {
             LOG.info("connection[ jdbcUrl: " + jdbcUrl + ", username: " + username + "] established.");
             // prepare table_name -> table_meta
             this.schemaManager = new SchemaManager(conn);
             this.tableMetas = schemaManager.loadTableMeta(tables);
             // prepare table_name -> column_meta
-            this.columnMetas = schemaManager.loadColumnMetas(tables);
+            this.tbnameColumnMetasMap = schemaManager.loadColumnMetas(tables);
 
             List<Record> recordBatch = new ArrayList<>();
             Record record;
@@ -152,10 +152,12 @@ public class DefaultDataHandler implements DataHandler {
             TableMeta tableMeta = tableMetas.get(table);
             switch (tableMeta.tableType) {
                 case SUP_TABLE: {
-                    if (columns.contains("tbname"))
+                    if (columns.contains("tbname")) {
                         affectedRows += writeBatchToSupTableBySQL(conn, table, recordBatch);
-                    else
-                        affectedRows += writeBatchToSupTableBySchemaless(conn, table, recordBatch);
+                    } else {
+                        Map<String, String> tag2Tbname = schemaManager.loadTagTableNameMap(table);
+                        affectedRows += writeBatchToSupTableWithoutTbname(conn, table, recordBatch, tag2Tbname);
+                    }
                 }
                 break;
                 case SUB_TABLE:
@@ -169,13 +171,82 @@ public class DefaultDataHandler implements DataHandler {
         return affectedRows;
     }
 
+    private int writeBatchToSupTableWithoutTbname(Connection conn, String table, List<Record> recordBatch, Map<String, String> tag2Tbname) throws SQLException {
+        List<ColumnMeta> columnMetas = tbnameColumnMetasMap.get(table);
+        List<Record> subTableExist = filterSubTableExistRecords(recordBatch, columnMetas, tag2Tbname);
+        List<Record> subTableNotExist = filterSubTableNotExistRecords(recordBatch, columnMetas, tag2Tbname);
+
+        int affectedRows = 0;
+        Map<String, List<Record>> subTableRecordsMap = splitRecords(subTableExist, columnMetas, tag2Tbname);
+
+        List<String> subTables = new ArrayList<>(subTableRecordsMap.keySet());
+        this.tbnameColumnMetasMap.putAll(schemaManager.loadColumnMetas(subTables));
+
+        for (String subTable : subTableRecordsMap.keySet()) {
+            List<Record> subTableRecords = subTableRecordsMap.get(subTable);
+            affectedRows += writeBatchToNormalTable(conn, subTable, subTableRecords);
+        }
+        if (!subTableNotExist.isEmpty())
+            affectedRows += writeBatchToSupTableBySchemaless(conn, table, subTableNotExist);
+        return affectedRows;
+    }
+
+    private List<Record> filterSubTableExistRecords(List<Record> recordBatch, List<ColumnMeta> columnMetas, Map<String, String> tag2Tbname) {
+        return recordBatch.stream().filter(record -> {
+            String tagStr = getTagString(columnMetas, record);
+            return tag2Tbname.containsKey(tagStr);
+        }).collect(Collectors.toList());
+    }
+
+    private List<Record> filterSubTableNotExistRecords(List<Record> recordBatch, List<ColumnMeta> columnMetas, Map<String, String> tag2Tbname) {
+        return recordBatch.stream().filter(record -> {
+            String tagStr = getTagString(columnMetas, record);
+            return !tag2Tbname.containsKey(tagStr);
+        }).collect(Collectors.toList());
+    }
+
+    private Map<String, List<Record>> splitRecords(List<Record> subTableExist, List<ColumnMeta> columnMetas, Map<String, String> tag2Tbname) {
+        Map<String, List<Record>> ret = new HashMap<>();
+        for (Record record : subTableExist) {
+            String tagstr = getTagString(columnMetas, record);
+            String tbname = tag2Tbname.get(tagstr);
+            if (ret.containsKey(tbname)) {
+                ret.get(tbname).add(record);
+            } else {
+                List<Record> list = new ArrayList<>();
+                list.add(record);
+                ret.put(tbname, list);
+            }
+        }
+        return ret;
+    }
+
+    private String getTagString(List<ColumnMeta> columnMetas, Record record) {
+        return IntStream.range(0, columnMetas.size()).mapToObj(colIndex -> {
+            ColumnMeta columnMeta = columnMetas.get(colIndex);
+            if (columnMeta.isTag) {
+                Column column = record.getColumn(colIndex);
+                switch (columnMeta.type) {
+                    case "TINYINT":
+                    case "SMALLINT":
+                    case "INT":
+                    case "BIGINT":
+                        return column.asLong().toString();
+                    default:
+                        return column.asString();
+                }
+            }
+            return "";
+        }).collect(Collectors.joining());
+    }
+
     /**
      * insert into record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
      * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
      * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
      */
     private int writeBatchToSupTableBySQL(Connection conn, String table, List<Record> recordBatch) throws SQLException {
-        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+        List<ColumnMeta> columnMetas = this.tbnameColumnMetasMap.get(table);
 
         StringBuilder sb = new StringBuilder("insert into");
         for (Record record : recordBatch) {
@@ -257,7 +328,7 @@ public class DefaultDataHandler implements DataHandler {
         int count = 0;
         TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
 
-        List<ColumnMeta> columnMetaList = this.columnMetas.get(table);
+        List<ColumnMeta> columnMetaList = this.tbnameColumnMetasMap.get(table);
         ColumnMeta ts = columnMetaList.stream().filter(colMeta -> colMeta.isPrimaryKey).findFirst().get();
 
         List<String> lines = new ArrayList<>();
@@ -394,7 +465,7 @@ public class DefaultDataHandler implements DataHandler {
      * insert into tb1 (ts, f1, f2) values( record[idx(ts)], record[idx(f1)], record[idx(f2)])
      */
     private int writeBatchToSubTable(Connection conn, String table, List<Record> recordBatch) throws SQLException {
-        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+        List<ColumnMeta> columnMetas = this.tbnameColumnMetasMap.get(table);
 
         StringBuilder sb = new StringBuilder();
         sb.append("insert into ").append(table).append(" ")
@@ -464,18 +535,18 @@ public class DefaultDataHandler implements DataHandler {
      * sql: insert into weather (ts, f1, f2, f3, t1, t2) values( record[idx(ts), record[idx(f1)], ...)
      */
     private int writeBatchToNormalTable(Connection conn, String table, List<Record> recordBatch) throws SQLException {
-        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+        List<ColumnMeta> columnMetas = this.tbnameColumnMetasMap.get(table);
 
         StringBuilder sb = new StringBuilder();
         sb.append("insert into ").append(table)
                 .append(" ")
-                .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
+                .append(columnMetas.stream().filter(colMeta -> !colMeta.isTag).filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
                     return colMeta.field;
                 }).collect(Collectors.joining(",", "(", ")")))
                 .append(" values ");
 
         for (Record record : recordBatch) {
-            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
+            sb.append(columnMetas.stream().filter(colMeta -> !colMeta.isTag).filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
                 return buildColumnValue(colMeta, record);
             }).collect(Collectors.joining(",", "(", ")")));
         }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
index c48b7942..fc0c002d 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -5,17 +5,18 @@ import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
-import java.sql.Connection;
-import java.sql.ResultSet;
-import java.sql.SQLException;
-import java.sql.Statement;
+import java.sql.*;
 import java.util.*;
+import java.util.stream.Collectors;
 
 public class SchemaManager {
     private static final Logger LOG = LoggerFactory.getLogger(SchemaManager.class);
+//    private static final String TAG_TABLE_NAME_MAP_KEY_SPLITTER = "_";
+    private static final String TAG_TABLE_NAME_MAP_KEY_SPLITTER = "";
 
     private final Connection conn;
     private TimestampPrecision precision;
+    private Map<String, Map<String, String>> tags2tbnameMaps = new HashMap<>();
 
     public SchemaManager(Connection conn) {
         this.conn = conn;
@@ -169,4 +170,37 @@ public class SchemaManager {
         return columnMeta;
     }
 
+    public Map<String, String> loadTagTableNameMap(String table) throws SQLException {
+        if (tags2tbnameMaps.containsKey(table))
+            return tags2tbnameMaps.get(table);
+        Map<String, String> tags2tbname = new HashMap<>();
+        try (Statement stmt = conn.createStatement()) {
+            // describe table
+            List<String> tags = new ArrayList<>();
+            ResultSet rs = stmt.executeQuery("describe " + table);
+            while (rs.next()) {
+                String note = rs.getString("Note");
+                if ("TAG".equals(note)) {
+                    tags.add(rs.getString("Field"));
+                }
+            }
+            // select distinct tbname, t1, t2 from stb
+            rs = stmt.executeQuery("select distinct " + String.join(",", tags) + ",tbname from " + table);
+            while (rs.next()) {
+                ResultSet finalRs = rs;
+                String tagStr = tags.stream().map(t -> {
+                    try {
+                        return finalRs.getString(t);
+                    } catch (SQLException e) {
+                        LOG.error(e.getMessage(), e);
+                    }
+                    return "NULL";
+                }).collect(Collectors.joining(TAG_TABLE_NAME_MAP_KEY_SPLITTER));
+                String tbname = rs.getString("tbname");
+                tags2tbname.put(tagStr, tbname);
+            }
+        }
+        tags2tbnameMaps.put(table, tags2tbname);
+        return tags2tbname;
+    }
 }
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
index 8840aa28..46e601ad 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
@@ -5,7 +5,6 @@ import com.alibaba.datax.common.element.LongColumn;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.element.StringColumn;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
-import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.core.transport.record.DefaultRecord;
 import org.junit.AfterClass;
@@ -60,7 +59,7 @@ public class DefaultDataHandlerTest {
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
-        handler.setColumnMetas(columnMetas);
+        handler.setTbnameColumnMetasMap(columnMetas);
         handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
@@ -98,7 +97,7 @@ public class DefaultDataHandlerTest {
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
-        handler.setColumnMetas(columnMetas);
+        handler.setTbnameColumnMetasMap(columnMetas);
         handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
@@ -138,7 +137,7 @@ public class DefaultDataHandlerTest {
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
-        handler.setColumnMetas(columnMetas);
+        handler.setTbnameColumnMetasMap(columnMetas);
         handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(connection, recordList);
@@ -177,7 +176,7 @@ public class DefaultDataHandlerTest {
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
-        handler.setColumnMetas(columnMetas);
+        handler.setTbnameColumnMetasMap(columnMetas);
         handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
@@ -216,7 +215,7 @@ public class DefaultDataHandlerTest {
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
-        handler.setColumnMetas(columnMetas);
+        handler.setTbnameColumnMetasMap(columnMetas);
         handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
@@ -255,7 +254,7 @@ public class DefaultDataHandlerTest {
         Map<String, TableMeta> tableMetas = schemaManager.loadTableMeta(tables);
         Map<String, List<ColumnMeta>> columnMetas = schemaManager.loadColumnMetas(tables);
         handler.setTableMetas(tableMetas);
-        handler.setColumnMetas(columnMetas);
+        handler.setTbnameColumnMetasMap(columnMetas);
         handler.setSchemaManager(schemaManager);
 
         int count = handler.writeBatch(conn, recordList);
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mongo2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mongo2TDengineTest.java
new file mode 100644
index 00000000..2356b6f8
--- /dev/null
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mongo2TDengineTest.java
@@ -0,0 +1,16 @@
+package com.alibaba.datax.plugin.writer.tdenginewriter;
+
+import com.alibaba.datax.core.Engine;
+import org.junit.Test;
+
+public class Mongo2TDengineTest {
+
+    @Test
+    public void case01() throws Throwable {
+
+        // when
+        String[] params = {"-mode", "standalone", "-jobid", "-1", "-job", "src/test/resources/mongo2t.json"};
+        System.setProperty("datax.home", "../target/datax/datax");
+        Engine.entry(params);
+    }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
index 6df0de1d..3708e6f9 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
@@ -1,6 +1,5 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
-import com.alibaba.fastjson.util.TypeUtils;
 import org.junit.AfterClass;
 import org.junit.Assert;
 import org.junit.BeforeClass;
@@ -62,6 +61,23 @@ public class SchemaManagerTest {
         Assert.assertEquals(4, stb1.size());
     }
 
+    @Test
+    public void loadTagTableNameMap() throws SQLException {
+        // given
+        SchemaManager schemaManager = new SchemaManager(conn);
+        String table = "stb3";
+
+        // when
+        Map<String, String> tagTableMap = schemaManager.loadTagTableNameMap(table);
+
+        // then
+        Assert.assertEquals(2, tagTableMap.keySet().size());
+        Assert.assertTrue(tagTableMap.containsKey("11.1abc"));
+        Assert.assertTrue(tagTableMap.containsKey("22.2defg"));
+        Assert.assertEquals("tb5", tagTableMap.get("11.1abc"));
+        Assert.assertEquals("tb6", tagTableMap.get("22.2defg"));
+    }
+
     @BeforeClass
     public static void beforeClass() throws SQLException {
         conn = DriverManager.getConnection("jdbc:TAOS-RS://192.168.56.105:6041", "root", "taosdata");
@@ -76,6 +92,9 @@ public class SchemaManagerTest {
             stmt.execute("insert into tb3 using stb2 tags(1,1) values(now, 1, 2, 3)");
             stmt.execute("insert into tb4 using stb2 tags(2,2) values(now, 1, 2, 3)");
             stmt.execute("create table weather(ts timestamp, f1 int, f2 int, f3 int, t1 int, t2 int)");
+            stmt.execute("create table stb3(ts timestamp, f1 int) tags(t1 int, t2 float, t3 nchar(32))");
+            stmt.execute("insert into tb5 using stb3 tags(1,1.1,'abc') values(now, 1)");
+            stmt.execute("insert into tb6 using stb3 tags(2,2.2,'defg') values(now, 2)");
         }
     }
 
diff --git a/tdenginewriter/src/test/resources/incremental_sync/clean_env.sh b/tdenginewriter/src/test/resources/incremental_sync/clean_env.sh
new file mode 100755
index 00000000..f3dca7c1
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/clean_env.sh
@@ -0,0 +1,9 @@
+#!/bin/bash
+
+datax_home_dir=$(dirname $(readlink -f "$0"))
+
+curl -H 'Authorization: Basic cm9vdDp0YW9zZGF0YQ==' -d 'drop table if exists db2.stb2;' 192.168.1.93:6041/rest/sql
+curl -H 'Authorization: Basic cm9vdDp0YW9zZGF0YQ==' -d 'create table if not exists db2.stb2 (`ts` TIMESTAMP,`f2` SMALLINT,`f4` BIGINT,`f5` FLOAT,`f6` DOUBLE,`f7` DOUBLE,`f8` BOOL,`f9` NCHAR(100),`f10` NCHAR(200)) TAGS (`f1` TINYINT,`f3` INT);' 192.168.1.93:6041/rest/sql
+
+rm -f ${datax_home_dir}/log/*
+rm -f ${datax_home_dir}/job/*.csv
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/csv2t-jni.json b/tdenginewriter/src/test/resources/incremental_sync/csv2t-jni.json
new file mode 100644
index 00000000..625c3801
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/csv2t-jni.json
@@ -0,0 +1,106 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "txtfilereader",
+          "parameter": {
+            "path": [
+              "/root/workspace/tmp/a.txt"
+            ],
+            "encoding": "UTF-8",
+            "column": [
+              {
+                "index": 0,
+                "type": "date",
+                "format": "yyyy-MM-dd HH:mm:ss.SSS"
+              },
+              {
+                "index": 1,
+                "type": "long"
+              },
+              {
+                "index": 2,
+                "type": "long"
+              },
+              {
+                "index": 3,
+                "type": "long"
+              },
+              {
+                "index": 4,
+                "type": "long"
+              },
+              {
+                "index": 5,
+                "type": "double"
+              },
+              {
+                "index": 6,
+                "type": "double"
+              },
+              {
+                "index": 7,
+                "type": "boolean"
+              },
+              {
+                "index": 8,
+                "type": "string"
+              },
+              {
+                "index": 9,
+                "type": "string"
+              },
+              {
+                "index": 10,
+                "type": "date",
+                "format": "yyyy-MM-dd HH:mm:ss.SSS"
+              },
+              {
+                "index": 11,
+                "type": "string"
+              }
+            ],
+            "fieldDelimiter": ","
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "tbname"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.1.93:6030/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/csv2t-restful.json b/tdenginewriter/src/test/resources/incremental_sync/csv2t-restful.json
new file mode 100644
index 00000000..d852e2e2
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/csv2t-restful.json
@@ -0,0 +1,57 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "txtfilereader",
+          "parameter": {
+            "path": [
+              "/root/workspace/tmp/a.txt"
+            ],
+            "encoding": "UTF-8",
+            "column": [
+              "*"
+            ],
+            "fieldDelimiter": ","
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "t1",
+              "tbname"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/dm2t-jni.json b/tdenginewriter/src/test/resources/incremental_sync/dm2t-jni.json
new file mode 100644
index 00000000..3e86bb8d
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/dm2t-jni.json
@@ -0,0 +1,62 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select concat(concat(concat('t', f1), '_'),f3) as tbname,* from stb1;"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.1.93:6030/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/dm2t-restful.json b/tdenginewriter/src/test/resources/incremental_sync/dm2t-restful.json
new file mode 100644
index 00000000..183786bf
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/dm2t-restful.json
@@ -0,0 +1,62 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select concat(concat(concat('t', f1), '_'),f3) as tbname,* from stb1;"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "fetchSize": 1024
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json b/tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json
new file mode 100644
index 00000000..d9285b23
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/dm2t-update.json
@@ -0,0 +1,63 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "rdbmsreader",
+          "parameter": {
+            "username": "TESTUSER",
+            "password": "test123456",
+            "connection": [
+              {
+                "querySql": [
+                  "select concat(concat(concat('t', f1), '_'),f3) as tbname,* from stb1"
+                ],
+                "jdbcUrl": [
+                  "jdbc:dm://192.168.0.72:5236"
+                ]
+              }
+            ],
+            "where": "1=1",
+            "fetchSize": 1024
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "tbname",
+              "ts",
+              "f1",
+              "f2",
+              "f3",
+              "f4",
+              "f5",
+              "f6",
+              "f7",
+              "f8",
+              "f9",
+              "f10"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.93:6041/db2"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh b/tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh
new file mode 100755
index 00000000..426c6233
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/dm2t_sync.sh
@@ -0,0 +1,57 @@
+#!/bin/bash
+
+set -e
+#set -x
+
+datax_home_dir=$(dirname $(readlink -f "$0"))
+table_name="stb1"
+update_key="ts"
+
+while getopts "hd:t:" arg; do
+  case $arg in
+  d)
+    datax_home_dir=$(echo $OPTARG)
+    ;;
+  v)
+    table_name=$(echo $OPTARG)
+    ;;
+  h)
+    echo "Usage: $(basename $0) -d [datax_home_dir] -t [table_name] -k [update_key]"
+    echo "                    -h help"
+    exit 0
+    ;;
+  ?) #unknow option
+    echo "unkonw argument"
+    exit 1
+    ;;
+  esac
+done
+
+if [[ -e ${datax_home_dir}/job/${table_name}.csv ]]; then
+  MAX_TIME=$(cat ${datax_home_dir}/job/${table_name}.csv)
+else
+  MAX_TIME="null"
+fi
+current_datetime=$(date +"%Y-%m-%d %H:%M:%S")
+current_timestamp=$(date +%s)
+
+if [ "$MAX_TIME" != "null" ]; then
+  WHERE="${update_key} >= '$MAX_TIME' and ${update_key} < '$current_datetime'"
+  sed "s/1=1/$WHERE/g" ${datax_home_dir}/job/dm2t-update.json >${datax_home_dir}/job/dm2t_${current_timestamp}.json
+  echo "incremental data synchronization, from '${MAX_TIME}' to '${current_datetime}'"
+  python ${datax_home_dir}/bin/datax.py ${datax_home_dir}/job/dm2t_${current_timestamp}.json 1> /dev/null 2>&1
+else
+  echo "full data synchronization, to '${current_datetime}'"
+  python ${datax_home_dir}/bin/datax.py ${datax_home_dir}/job/dm2t-update.json 1> /dev/null 2>&1
+fi
+
+if [[ $? -ne 0 ]]; then
+  echo "datax migration job falied"
+else
+  echo ${current_datetime} >$datax_home_dir/job/${table_name}.csv
+  echo "datax migration job success"
+fi
+
+rm -rf ${datax_home_dir}/job/dm2t_${current_timestamp}.json
+
+#while true; do ./dm2t_sync.sh; sleep 5s; done
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json b/tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json
new file mode 100644
index 00000000..341f6293
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/t2dm-jni.json
@@ -0,0 +1,50 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "*"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS://192.168.56.105:6030/db1"
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "rdbmswriter",
+          "parameter": {
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:dm://192.168.0.72:5236"
+              }
+            ],
+            "username": "TESTUSER",
+            "password": "test123456",
+            "table": "stb2",
+            "column": [
+              "*"
+            ]
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json b/tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json
new file mode 100644
index 00000000..b2cf91e2
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/t2dm-restful.json
@@ -0,0 +1,50 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "tdenginereader",
+          "parameter": {
+            "username": "root",
+            "password": "taosdata",
+            "column": [
+              "*"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "stb1"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.56.105:6041/db1"
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "rdbmswriter",
+          "parameter": {
+            "connection": [
+              {
+                "table": [
+                  "stb2"
+                ],
+                "jdbcUrl": "jdbc:dm://192.168.0.72:5236"
+              }
+            ],
+            "username": "TESTUSER",
+            "password": "test123456",
+            "table": "stb2",
+            "column": [
+              "*"
+            ]
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/incremental_sync/upload.sh b/tdenginewriter/src/test/resources/incremental_sync/upload.sh
new file mode 100755
index 00000000..388d275b
--- /dev/null
+++ b/tdenginewriter/src/test/resources/incremental_sync/upload.sh
@@ -0,0 +1,13 @@
+#!/bin/bash
+
+scp t2dm-restful.json root@192.168.56.105:/root/workspace/tmp/datax/job
+scp t2dm-jni.json root@192.168.56.105:/root/workspace/tmp/datax/job
+scp dm2t-restful.json root@192.168.56.105:/root/workspace/tmp/datax/job
+scp dm2t-jni.json root@192.168.56.105:/root/workspace/tmp/datax/job
+scp dm2t-update.json root@192.168.56.105:/root/workspace/tmp/datax/job
+scp csv2t-restful.json root@192.168.56.105:/root/workspace/tmp/datax/job
+scp csv2t-jni.json root@192.168.56.105:/root/workspace/tmp/datax/job
+
+
+scp dm2t_sync.sh root@192.168.56.105:/root/workspace/tmp/datax
+scp clean_env.sh root@192.168.56.105:/root/workspace/tmp/datax
\ No newline at end of file
diff --git a/tdenginewriter/src/test/resources/mongo2t.json b/tdenginewriter/src/test/resources/mongo2t.json
new file mode 100644
index 00000000..902e6f7c
--- /dev/null
+++ b/tdenginewriter/src/test/resources/mongo2t.json
@@ -0,0 +1,66 @@
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "mongodbreader",
+          "parameter": {
+            "address": [
+              "192.168.1.213:27017"
+            ],
+            "userName": "",
+            "userPassword": "",
+            "dbName": "testdb",
+            "collectionName": "monitor_data",
+            "column": [
+              {
+                "name": "ct",
+                "type": "date"
+              },
+              {
+                "name": "pv",
+                "type": "float"
+              },
+              {
+                "name": "tv",
+                "type": "float"
+              },
+              {
+                "name": "pid",
+                "type": "float"
+              }
+            ]
+          }
+        },
+        "writer": {
+          "name": "tdenginewriter",
+          "parameter": {
+            "username": "root",
+            "password": "hmdata",
+            "column": [
+              "ts",
+              "pressure",
+              "temperature",
+              "position_id"
+            ],
+            "connection": [
+              {
+                "table": [
+                  "pipeline_data"
+                ],
+                "jdbcUrl": "jdbc:TAOS-RS://192.168.1.213:6041/mongo3040"
+              }
+            ],
+            "batchSize": 1000,
+            "ignoreTagsUnmatched": true
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+      }
+    }
+  }
+}
\ No newline at end of file

From 2de4e5513798c37b6ea0c1e05fba5aa6fc28e5a8 Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Thu, 16 Jun 2022 13:06:23 +0800
Subject: [PATCH 188/251] handle null data

---
 .../datax/plugin/writer/tdenginewriter/DefaultDataHandler.java  | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 84adaf72..27ade382 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -307,6 +307,8 @@ public class DefaultDataHandler implements DataHandler {
                 if (colMeta.type.equals("TIMESTAMP"))
                     return "\"" + column.asString() + "\"";
                 String value = column.asString();
+                if (value == null)
+                    return "NULL";
                 return "\'" + Utils.escapeSingleQuota(value) + "\'";
             case NULL:
             case BAD:

From a66a1b5df85019c57e3aaf33bbe4baf1bbb016e1 Mon Sep 17 00:00:00 2001
From: cuishuang <imcusg@gmail.com>
Date: Sat, 18 Jun 2022 13:18:53 +0800
Subject: [PATCH 189/251] fix some typos

Signed-off-by: cuishuang <imcusg@gmail.com>
---
 .../alibaba/datax/plugin/writer/adswriter/odps/DataType.java  | 2 +-
 .../datax/core/transport/transformer/FilterTransformer.java   | 2 +-
 .../reader/hbase20xsqlreader/HBase20SQLReaderHelper.java      | 4 ++--
 .../alibaba/datax/plugin/reader/otsreader/utils/Common.java   | 2 +-
 4 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/odps/DataType.java b/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/odps/DataType.java
index 595b1dfd..f625336e 100644
--- a/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/odps/DataType.java
+++ b/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/odps/DataType.java
@@ -70,7 +70,7 @@ public class DataType {
         } else if ("datetime".equals(type)) {
             return DATETIME;
         } else {
-            throw new IllegalArgumentException("unkown type: " + type);
+            throw new IllegalArgumentException("unknown type: " + type);
         }
     }
 
diff --git a/core/src/main/java/com/alibaba/datax/core/transport/transformer/FilterTransformer.java b/core/src/main/java/com/alibaba/datax/core/transport/transformer/FilterTransformer.java
index 8f6492fa..a3251715 100644
--- a/core/src/main/java/com/alibaba/datax/core/transport/transformer/FilterTransformer.java
+++ b/core/src/main/java/com/alibaba/datax/core/transport/transformer/FilterTransformer.java
@@ -61,7 +61,7 @@ public class FilterTransformer extends Transformer {
             } else if (code.equalsIgnoreCase("<=")) {
                 return doLess(record, value, column, true);
             } else {
-                throw new RuntimeException("dx_filter can't suport code:" + code);
+                throw new RuntimeException("dx_filter can't support code:" + code);
             }
         } catch (Exception e) {
             throw DataXException.asDataXException(TransformerErrorCode.TRANSFORMER_RUN_EXCEPTION, e.getMessage(), e);
diff --git a/hbase20xsqlreader/src/main/java/com/alibaba/datax/plugin/reader/hbase20xsqlreader/HBase20SQLReaderHelper.java b/hbase20xsqlreader/src/main/java/com/alibaba/datax/plugin/reader/hbase20xsqlreader/HBase20SQLReaderHelper.java
index 0edc993f..11bbf734 100644
--- a/hbase20xsqlreader/src/main/java/com/alibaba/datax/plugin/reader/hbase20xsqlreader/HBase20SQLReaderHelper.java
+++ b/hbase20xsqlreader/src/main/java/com/alibaba/datax/plugin/reader/hbase20xsqlreader/HBase20SQLReaderHelper.java
@@ -175,7 +175,7 @@ public class HBase20SQLReaderHelper {
         if (querySql == null || querySql.isEmpty()) {
             // 如果splitPoints为空，则根据splitKey自动切分，不过这种切分方式无法保证数据均分，且只支持整形和字符型列
             if (splitPoints == null || splitPoints.isEmpty()) {
-                LOG.info("Split accoring min and max value of splitColumn...");
+                LOG.info("Split according min and max value of splitColumn...");
                 Pair<Object, Object> minMaxPK = getPkRange(configuration);
                 if (null == minMaxPK) {
                     throw DataXException.asDataXException(HBase20xSQLReaderErrorCode.ILLEGAL_SPLIT_PK,
@@ -208,7 +208,7 @@ public class HBase20SQLReaderHelper {
                 }
 
             } else {
-                LOG.info("Split accoring splitPoints...");
+                LOG.info("Split according splitPoints...");
                 // 根据指定splitPoints进行切分
                 rangeList = buildSplitRange();
             }
diff --git a/otsreader/src/main/java/com/alibaba/datax/plugin/reader/otsreader/utils/Common.java b/otsreader/src/main/java/com/alibaba/datax/plugin/reader/otsreader/utils/Common.java
index 7bb3f52e..fb8c7feb 100644
--- a/otsreader/src/main/java/com/alibaba/datax/plugin/reader/otsreader/utils/Common.java
+++ b/otsreader/src/main/java/com/alibaba/datax/plugin/reader/otsreader/utils/Common.java
@@ -119,7 +119,7 @@ public class Common {
                     case BOOLEAN: line.addColumn(new BoolColumn(v.asBoolean()));  break;
                     case BINARY:  line.addColumn(new BytesColumn(v.asBinary()));  break;
                     default:
-                        throw new IllegalArgumentException("Unsuporrt tranform the type: " + col.getValue().getType() + ".");
+                        throw new IllegalArgumentException("Unsupported transform the type: " + col.getValue().getType() + ".");
                     }
                 }
             }

From 2151860a079acb40846f9bb0080e4a9d8d99f648 Mon Sep 17 00:00:00 2001
From: Trafalgar <trafalgarluo@gmail.com>
Date: Mon, 20 Jun 2022 15:15:03 +0800
Subject: [PATCH 190/251] add new datax logo

---
 images/datax.logo.png | Bin 0 -> 103929 bytes
 1 file changed, 0 insertions(+), 0 deletions(-)
 create mode 100644 images/datax.logo.png

diff --git a/images/datax.logo.png b/images/datax.logo.png
new file mode 100644
index 0000000000000000000000000000000000000000..d5b20350e85f2e81c33bce3130bb1dfc672805dc
GIT binary patch
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BEG_^5

literal 0
HcmV?d00001


From bef624414ab6f20d4b18290b040b446b2579019f Mon Sep 17 00:00:00 2001
From: zyyang <zyyang@taosdata.com>
Date: Tue, 28 Jun 2022 15:43:53 +0800
Subject: [PATCH 191/251] merge taosdata/master

---
 .../datax/plugin/reader/TDengineReader.java   |   3 +-
 .../writer/tdenginewriter/Constants.java      |   4 +-
 .../tdenginewriter/DefaultDataHandler.java    | 165 ++++++------------
 .../writer/tdenginewriter/SchemaManager.java  |  10 +-
 .../TDengineWriterErrorCode.java              |   8 +-
 .../tdenginewriter/DM2TDengineTest.java       |   2 -
 .../DefaultDataHandlerTest.java               |  18 +-
 .../tdenginewriter/Mysql2TDengineTest.java    |   2 -
 .../tdenginewriter/Opentsdb2TDengineTest.java |   2 -
 .../tdenginewriter/SchemaManagerTest.java     |   6 +-
 .../tdenginewriter/Stream2TDengineTest.java   |   3 +-
 .../tdenginewriter/TDengine2TDengineTest.java |   2 -
 12 files changed, 79 insertions(+), 146 deletions(-)

diff --git a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
index 37977794..4ec42d9e 100644
--- a/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
+++ b/tdenginereader/src/main/java/com/alibaba/datax/plugin/reader/TDengineReader.java
@@ -93,7 +93,7 @@ public class TDengineReader extends Reader {
             }
             if (start >= end)
                 throw DataXException.asDataXException(TDengineReaderErrorCode.ILLEGAL_VALUE,
-                        "The parameter " + Key.BEGIN_DATETIME + ": " + beginDatetime + " should be less than the parameter " + Key.END_DATETIME + ": " + endDatetime + ".");
+                        "The parameter [" + Key.BEGIN_DATETIME + "] should be less than the parameter [" + Key.END_DATETIME + "].");
 
         }
 
@@ -119,6 +119,7 @@ public class TDengineReader extends Reader {
                 }
             }
 
+            LOG.info("Configuration: {}", configurations);
             return configurations;
         }
     }
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
index e0445219..d62c8f32 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/Constants.java
@@ -1,6 +1,8 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 public class Constants {
-    public static final int DEFAULT_BATCH_SIZE = 1000;
+    public static final String DEFAULT_USERNAME = "root";
+    public static final String DEFAULT_PASSWORD = "taosdata";
+    public static final int DEFAULT_BATCH_SIZE = 1;
     public static final boolean DEFAULT_IGNORE_TAGS_UNMATCHED = false;
 }
\ No newline at end of file
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 8eb7466a..27ade382 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -22,6 +22,15 @@ import java.util.stream.IntStream;
 public class DefaultDataHandler implements DataHandler {
     private static final Logger LOG = LoggerFactory.getLogger(DefaultDataHandler.class);
 
+    static {
+        try {
+            Class.forName("com.taosdata.jdbc.TSDBDriver");
+            Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
+        } catch (ClassNotFoundException e) {
+            LOG.error(e.getMessage(), e);
+        }
+    }
+
     private final TaskPluginCollector taskPluginCollector;
     private String username;
     private String password;
@@ -49,17 +58,9 @@ public class DefaultDataHandler implements DataHandler {
 
     private Map<String, List<ColumnMeta>> tbnameColumnMetasMap;
 
-    static {
-        try {
-            Class.forName("com.taosdata.jdbc.TSDBDriver");
-            Class.forName("com.taosdata.jdbc.rs.RestfulDriver");
-        } catch (ClassNotFoundException ignored) {
-        }
-    }
-
     public DefaultDataHandler(Configuration configuration, TaskPluginCollector taskPluginCollector) {
-        this.username = configuration.getString(Key.USERNAME);
-        this.password = configuration.getString(Key.PASSWORD);
+        this.username = configuration.getString(Key.USERNAME, Constants.DEFAULT_USERNAME);
+        this.password = configuration.getString(Key.PASSWORD, Constants.DEFAULT_PASSWORD);
         this.jdbcUrl = configuration.getString(Key.JDBC_URL);
         this.batchSize = configuration.getInt(Key.BATCH_SIZE, Constants.DEFAULT_BATCH_SIZE);
         this.tables = configuration.getList(Key.TABLE, String.class);
@@ -75,13 +76,11 @@ public class DefaultDataHandler implements DataHandler {
 
         try (Connection conn = DriverManager.getConnection(jdbcUrl, username, password)) {
             LOG.info("connection[ jdbcUrl: " + jdbcUrl + ", username: " + username + "] established.");
-            if (schemaManager == null) {
-                // prepare table_name -> table_meta
-                this.schemaManager = new SchemaManager(conn);
-                this.tableMetas = schemaManager.loadTableMeta(tables);
-                // prepare table_name -> column_meta
-                this.columnMetas = schemaManager.loadColumnMetas(tables);
-            }
+            // prepare table_name -> table_meta
+            this.schemaManager = new SchemaManager(conn);
+            this.tableMetas = schemaManager.loadTableMeta(tables);
+            // prepare table_name -> column_meta
+            this.tbnameColumnMetasMap = schemaManager.loadColumnMetas(tables);
 
             List<Record> recordBatch = new ArrayList<>();
             Record record;
@@ -92,7 +91,7 @@ public class DefaultDataHandler implements DataHandler {
                     try {
                         recordBatch.add(record);
                         affectedRows += writeBatch(conn, recordBatch);
-                    } catch (Exception e) {
+                    } catch (SQLException e) {
                         LOG.warn("use one row insert. because:" + e.getMessage());
                         affectedRows += writeEachRow(conn, recordBatch);
                     }
@@ -104,7 +103,7 @@ public class DefaultDataHandler implements DataHandler {
             if (!recordBatch.isEmpty()) {
                 try {
                     affectedRows += writeBatch(conn, recordBatch);
-                } catch (Exception e) {
+                } catch (SQLException e) {
                     LOG.warn("use one row insert. because:" + e.getMessage());
                     affectedRows += writeEachRow(conn, recordBatch);
                 }
@@ -128,8 +127,8 @@ public class DefaultDataHandler implements DataHandler {
             recordList.add(record);
             try {
                 affectedRows += writeBatch(conn, recordList);
-            } catch (Exception e) {
-                LOG.error(e.getMessage(), e);
+            } catch (SQLException e) {
+                LOG.error(e.getMessage());
                 this.taskPluginCollector.collectDirtyRecord(record, e);
             }
         }
@@ -147,7 +146,7 @@ public class DefaultDataHandler implements DataHandler {
      * 3. 对于tb，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, t1] => insert into tb(ts, f1, f2) values(ts, f1, f2)
      * 4. 对于t，拼sql，例如：data: [ts, f1, f2, f3, t1, t2] tbColumn: [ts, f1, f2, f3, t1, t2] insert into t(ts, f1, f2, f3, t1, t2) values(ts, f1, f2, f3, t1, t2)
      */
-    public int writeBatch(Connection conn, List<Record> recordBatch) throws Exception {
+    public int writeBatch(Connection conn, List<Record> recordBatch) throws SQLException {
         int affectedRows = 0;
         for (String table : tables) {
             TableMeta tableMeta = tableMetas.get(table);
@@ -246,62 +245,31 @@ public class DefaultDataHandler implements DataHandler {
      * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
      * record[idx(tbname)] using table tags(record[idx(t1)]) (ts, f1, f2, f3) values(record[idx(ts)], record[idx(f1)], )
      */
-    private int writeBatchToSupTableBySQL(Connection conn, String table, List<Record> recordBatch) throws Exception {
-        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+    private int writeBatchToSupTableBySQL(Connection conn, String table, List<Record> recordBatch) throws SQLException {
+        List<ColumnMeta> columnMetas = this.tbnameColumnMetasMap.get(table);
 
         StringBuilder sb = new StringBuilder("insert into");
         for (Record record : recordBatch) {
             sb.append(" ").append(record.getColumn(indexOf("tbname")).asString())
                     .append(" using ").append(table)
-                    .append(" tags");
-//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
-//                return colMeta.isTag;
-//            }).map(colMeta -> {
-//                return buildColumnValue(colMeta, record);
-//            }).collect(Collectors.joining(",", "(", ")")));
-            sb.append("(");
-            for (int i = 0; i < columns.size(); i++) {
-                ColumnMeta colMeta = columnMetas.get(i);
-                if (!columns.contains(colMeta.field))
-                    continue;
-                if (!colMeta.isTag)
-                    continue;
-                String tagValue = buildColumnValue(colMeta, record);
-                if (i == 0) {
-                    sb.append(tagValue);
-                } else {
-                    sb.append(",").append(tagValue);
-                }
-            }
-            sb.append(")");
-
-            sb.append(" ").append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                    .append(" tags")
+                    .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return colMeta.isTag;
+                    }).map(colMeta -> {
+                        return buildColumnValue(colMeta, record);
+                    }).collect(Collectors.joining(",", "(", ")")))
+                    .append(" ")
+                    .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
                         return !colMeta.isTag;
                     }).map(colMeta -> {
                         return colMeta.field;
                     }).collect(Collectors.joining(",", "(", ")")))
-                    .append(" values");
-
-//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
-//                return !colMeta.isTag;
-//            }).map(colMeta -> {
-//                return buildColumnValue(colMeta, record);
-//            }).collect(Collectors.joining(",", "(", ")")));
-            sb.append("(");
-            for (int i = 0; i < columnMetas.size(); i++) {
-                ColumnMeta colMeta = columnMetas.get(i);
-                if (!columns.contains(colMeta.field))
-                    continue;
-                if (colMeta.isTag)
-                    continue;
-                String colValue = buildColumnValue(colMeta, record);
-                if (i == 0) {
-                    sb.append(colValue);
-                } else {
-                    sb.append(",").append(colValue);
-                }
-            }
-            sb.append(")");
+                    .append(" values")
+                    .append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                        return !colMeta.isTag;
+                    }).map(colMeta -> {
+                        return buildColumnValue(colMeta, record);
+                    }).collect(Collectors.joining(",", "(", ")")));
         }
         String sql = sb.toString();
 
@@ -317,11 +285,10 @@ public class DefaultDataHandler implements DataHandler {
         return count;
     }
 
-    private String buildColumnValue(ColumnMeta colMeta, Record record) throws Exception {
+    private String buildColumnValue(ColumnMeta colMeta, Record record) {
         Column column = record.getColumn(indexOf(colMeta.field));
         TimestampPrecision timestampPrecision = schemaManager.loadDatabasePrecision();
-        Column.Type type = column.getType();
-        switch (type) {
+        switch (column.getType()) {
             case DATE: {
                 Date value = column.asDate();
                 switch (timestampPrecision) {
@@ -350,9 +317,8 @@ public class DefaultDataHandler implements DataHandler {
             case DOUBLE:
             case INT:
             case LONG:
-                column.asString();
             default:
-                throw new Exception("invalid column type: " + type);
+                return column.asString();
         }
     }
 
@@ -500,8 +466,8 @@ public class DefaultDataHandler implements DataHandler {
      * else
      * insert into tb1 (ts, f1, f2) values( record[idx(ts)], record[idx(f1)], record[idx(f2)])
      */
-    private int writeBatchToSubTable(Connection conn, String table, List<Record> recordBatch) throws Exception {
-        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+    private int writeBatchToSubTable(Connection conn, String table, List<Record> recordBatch) throws SQLException {
+        List<ColumnMeta> columnMetas = this.tbnameColumnMetasMap.get(table);
 
         StringBuilder sb = new StringBuilder();
         sb.append("insert into ").append(table).append(" ")
@@ -527,25 +493,11 @@ public class DefaultDataHandler implements DataHandler {
             if (ignoreTagsUnmatched && !tagsAllMatch)
                 continue;
 
-//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
-//                return !colMeta.isTag;
-//            }).map(colMeta -> {
-//                return buildColumnValue(colMeta, record);
-//            }).collect(Collectors.joining(", ", "(", ") ")));
-            sb.append("(");
-            for (int i = 0; i < columnMetas.size(); i++) {
-                ColumnMeta colMeta = columnMetas.get(i);
-                if (colMeta.isTag)
-                    continue;
-                String colValue = buildColumnValue(colMeta, record);
-                if (i == 0) {
-                    sb.append(colValue);
-                } else {
-                    sb.append(",").append(colValue);
-                }
-            }
-            sb.append(")");
-
+            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).filter(colMeta -> {
+                return !colMeta.isTag;
+            }).map(colMeta -> {
+                return buildColumnValue(colMeta, record);
+            }).collect(Collectors.joining(", ", "(", ") ")));
             validRecords++;
         }
 
@@ -584,8 +536,8 @@ public class DefaultDataHandler implements DataHandler {
      * table: ["weather"], column: ["ts, f1, f2, f3, t1, t2"]
      * sql: insert into weather (ts, f1, f2, f3, t1, t2) values( record[idx(ts), record[idx(f1)], ...)
      */
-    private int writeBatchToNormalTable(Connection conn, String table, List<Record> recordBatch) throws Exception {
-        List<ColumnMeta> columnMetas = this.columnMetas.get(table);
+    private int writeBatchToNormalTable(Connection conn, String table, List<Record> recordBatch) throws SQLException {
+        List<ColumnMeta> columnMetas = this.tbnameColumnMetasMap.get(table);
 
         StringBuilder sb = new StringBuilder();
         sb.append("insert into ").append(table)
@@ -596,22 +548,9 @@ public class DefaultDataHandler implements DataHandler {
                 .append(" values ");
 
         for (Record record : recordBatch) {
-//            sb.append(columnMetas.stream().filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
-//                return buildColumnValue(colMeta, record);
-//            }).collect(Collectors.joining(",", "(", ")")));
-            sb.append("(");
-            for (int i = 0; i < columnMetas.size(); i++) {
-                ColumnMeta colMeta = columnMetas.get(i);
-                if (!columns.contains(colMeta.field))
-                    continue;
-                String colValue = buildColumnValue(colMeta, record);
-                if (i == 0) {
-                    sb.append(colValue);
-                } else {
-                    sb.append(",").append(colValue);
-                }
-            }
-            sb.append(")");
+            sb.append(columnMetas.stream().filter(colMeta -> !colMeta.isTag).filter(colMeta -> columns.contains(colMeta.field)).map(colMeta -> {
+                return buildColumnValue(colMeta, record);
+            }).collect(Collectors.joining(",", "(", ")")));
         }
 
         String sql = sb.toString();
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
index 2e773540..fc0c002d 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManager.java
@@ -124,14 +124,12 @@ public class SchemaManager {
                         }
                     }
                 } catch (SQLException e) {
-                    LOG.error(e.getMessage(), e);
+                    e.printStackTrace();
                 }
                 colMeta.value = value;
             });
 
-            LOG.debug("load column metadata of " + table + ": " +
-                    columnMetaList.stream().map(ColumnMeta::toString).collect(Collectors.joining(",", "[", "]"))
-            );
+            LOG.debug("load column metadata of " + table + ": " + Arrays.toString(columnMetaList.toArray()));
             ret.put(table, columnMetaList);
         }
         return ret;
@@ -145,9 +143,7 @@ public class SchemaManager {
         tableMeta.tags = rs.getInt("tags");
         tableMeta.tables = rs.getInt("tables");
 
-        if (LOG.isDebugEnabled()){
-            LOG.debug("load table metadata of " + tableMeta.tbname + ": " + tableMeta);
-        }
+        LOG.debug("load table metadata of " + tableMeta.tbname + ": " + tableMeta);
         return tableMeta;
     }
 
diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
index e1f2bc29..469449e6 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengineWriterErrorCode.java
@@ -4,10 +4,10 @@ import com.alibaba.datax.common.spi.ErrorCode;
 
 public enum TDengineWriterErrorCode implements ErrorCode {
 
-    REQUIRED_VALUE("TDengineWriter-00", "parameter value is missing"),
-    ILLEGAL_VALUE("TDengineWriter-01", "invalid parameter value"),
-    RUNTIME_EXCEPTION("TDengineWriter-02", "runtime exception"),
-    TYPE_ERROR("TDengineWriter-03", "data type mapping error");
+    REQUIRED_VALUE("TDengineWriter-00", "缺失必要的值"),
+    ILLEGAL_VALUE("TDengineWriter-01", "值非法"),
+    RUNTIME_EXCEPTION("TDengineWriter-02", "运行时异常"),
+    TYPE_ERROR("TDengineWriter-03", "Datax类型无法正确映射到TDengine类型");
 
     private final String code;
     private final String description;
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
index b6932f60..15f6b1bc 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DM2TDengineTest.java
@@ -2,7 +2,6 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
 import org.junit.Before;
-import org.junit.Ignore;
 import org.junit.Test;
 
 import java.sql.*;
@@ -10,7 +9,6 @@ import java.text.SimpleDateFormat;
 import java.util.Date;
 import java.util.Random;
 
-@Ignore
 public class DM2TDengineTest {
 
     private String host1 = "192.168.0.72";
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
index ad5537ba..46e601ad 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandlerTest.java
@@ -7,7 +7,10 @@ import com.alibaba.datax.common.element.StringColumn;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.core.transport.record.DefaultRecord;
-import org.junit.*;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
 
 import java.sql.Connection;
 import java.sql.DriverManager;
@@ -18,7 +21,6 @@ import java.util.Map;
 import java.util.stream.Collectors;
 import java.util.stream.IntStream;
 
-@Ignore
 public class DefaultDataHandlerTest {
 
     private static final String host = "192.168.1.93";
@@ -27,7 +29,7 @@ public class DefaultDataHandlerTest {
     private final TaskPluginCollector taskPluginCollector = new TDengineWriter.Task().getTaskPluginCollector();
 
     @Test
-    public void writeSupTableBySQL() throws Exception {
+    public void writeSupTableBySQL() throws SQLException {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
@@ -67,7 +69,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSupTableBySQL_2() throws Exception {
+    public void writeSupTableBySQL_2() throws SQLException {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
@@ -105,7 +107,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSupTableBySchemaless() throws Exception {
+    public void writeSupTableBySchemaless() throws SQLException {
         // given
         createSupTable();
         Configuration configuration = Configuration.from("{" +
@@ -145,7 +147,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSubTableWithTableName() throws Exception {
+    public void writeSubTableWithTableName() throws SQLException {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
@@ -184,7 +186,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeSubTableWithoutTableName() throws Exception {
+    public void writeSubTableWithoutTableName() throws SQLException {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
@@ -223,7 +225,7 @@ public class DefaultDataHandlerTest {
     }
 
     @Test
-    public void writeNormalTable() throws Exception {
+    public void writeNormalTable() throws SQLException {
         // given
         createSupAndSubTable();
         Configuration configuration = Configuration.from("{" +
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
index 8cbc2d90..4a662711 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Mysql2TDengineTest.java
@@ -2,14 +2,12 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
 import org.junit.Before;
-import org.junit.Ignore;
 import org.junit.Test;
 
 import java.sql.*;
 import java.text.SimpleDateFormat;
 import java.util.Random;
 
-@Ignore
 public class Mysql2TDengineTest {
 
     private static final String host1 = "192.168.56.105";
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
index 0d212e8a..ad326f7e 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Opentsdb2TDengineTest.java
@@ -2,12 +2,10 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
 import org.junit.Assert;
-import org.junit.Ignore;
 import org.junit.Test;
 
 import java.sql.*;
 
-@Ignore
 public class Opentsdb2TDengineTest {
 
     @Test
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
index 51d17d7b..3708e6f9 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/SchemaManagerTest.java
@@ -1,6 +1,9 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
-import org.junit.*;
+import org.junit.AfterClass;
+import org.junit.Assert;
+import org.junit.BeforeClass;
+import org.junit.Test;
 
 import java.sql.Connection;
 import java.sql.DriverManager;
@@ -10,7 +13,6 @@ import java.util.Arrays;
 import java.util.List;
 import java.util.Map;
 
-@Ignore
 public class SchemaManagerTest {
 
     private static Connection conn;
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
index 613d2aa9..e54bcbde 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/Stream2TDengineTest.java
@@ -1,7 +1,7 @@
 package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
-import org.junit.Ignore;
+import org.junit.Before;
 import org.junit.Test;
 
 import java.sql.Connection;
@@ -9,7 +9,6 @@ import java.sql.DriverManager;
 import java.sql.SQLException;
 import java.sql.Statement;
 
-@Ignore
 public class Stream2TDengineTest {
 
     private String host2 = "192.168.56.105";
diff --git a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
index 18efdc14..9e954633 100644
--- a/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
+++ b/tdenginewriter/src/test/java/com/alibaba/datax/plugin/writer/tdenginewriter/TDengine2TDengineTest.java
@@ -2,14 +2,12 @@ package com.alibaba.datax.plugin.writer.tdenginewriter;
 
 import com.alibaba.datax.core.Engine;
 import org.junit.Before;
-import org.junit.Ignore;
 import org.junit.Test;
 
 import java.sql.*;
 import java.text.SimpleDateFormat;
 import java.util.Random;
 
-@Ignore
 public class TDengine2TDengineTest {
 
     private static final String host1 = "192.168.56.105";

From 03158bf046c12932b0ec98c3adbbbf25e2c3f150 Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Fri, 26 Aug 2022 13:25:48 +0800
Subject: [PATCH 192/251] Merge StartRocks plugin

---
 pom.xml | 4 +---
 1 file changed, 1 insertion(+), 3 deletions(-)

diff --git a/pom.xml b/pom.xml
index 08bb103d..cf7a8e67 100644
--- a/pom.xml
+++ b/pom.xml
@@ -88,8 +88,6 @@
         <module>kingbaseeswriter</module>
         <module>adswriter</module>
         <module>oceanbasev10writer</module>
-        <module>cassandrawriter</module>
-        <module>clickhousewriter</module>
         <module>adbpgwriter</module>
         <module>hologresjdbcwriter</module>
         <module>rdbmswriter</module>
@@ -117,7 +115,7 @@
         <module>oscarwriter</module>
         <module>cassandrawriter</module>
         <module>clickhousewriter</module>
-        <!-- <module>oscarwriter</module> -->
+
         <!-- common support module -->
         <module>plugin-rdbms-util</module>
         <module>plugin-unstructured-storage-util</module>

From b49ceb135f732c4c24442edc6ecc85ec4b4810fd Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Fri, 26 Aug 2022 13:45:33 +0800
Subject: [PATCH 193/251] Merge StartRocks plugin

---
 .github/workflows/release.yml | 31 -------------------------------
 build.sh                      |  8 --------
 2 files changed, 39 deletions(-)
 delete mode 100644 .github/workflows/release.yml
 delete mode 100755 build.sh

diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
deleted file mode 100644
index f26d8e32..00000000
--- a/.github/workflows/release.yml
+++ /dev/null
@@ -1,31 +0,0 @@
-name: Release
-
-on:
-  push:
-    tags:
-      - "v*.*.*"
-
-jobs:
-  build:
-    runs-on: ubuntu-latest
-    steps:
-      - name: Set up Maven Central Repository
-        uses: actions/setup-java@v2
-        with:
-          java-version: '8'
-          distribution: 'adopt'
-      - name: Checkout
-        uses: actions/checkout@v2
-        with:
-          fetch-depth: 0
-      - run: |
-          git checkout main && git pull origin main
-          rm -rf target
-          mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip=true
-          cd target/datax/datax/plugin/writer/
-          tar -czvf starrockswriter.tar.gz starrockswriter
-      - name: Release
-        uses: softprops/action-gh-release@v1
-        with:
-          files: |
-            target/datax/datax/plugin/writer/starrockswriter.tar.gz
diff --git a/build.sh b/build.sh
deleted file mode 100755
index d8574e17..00000000
--- a/build.sh
+++ /dev/null
@@ -1,8 +0,0 @@
-ShellDir="$( cd "$( dirname "$0"  )" && pwd  )"
-cd $ShellDir
-rm -rf target
-mvn -U -pl starrockswriter -am clean package assembly:assembly -Dmaven.test.skip=true
-rm -f starrockswriter.tar.gz
-cd target/datax/datax/plugin/writer/
-tar -czvf starrockswriter.tar.gz starrockswriter
-mv starrockswriter.tar.gz $ShellDir

From 6c41fe832b79675171a7fefe4777c3a4887e1b39 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Thu, 29 Sep 2022 09:25:25 +0800
Subject: [PATCH 194/251] support csv format import

support csv format import
---
 doriswriter/src/main/assembly/package.xml     |  12 +-
 .../plugin/writer/doriswriter/DorisCodec.java |  11 +-
 .../writer/doriswriter/DorisCsvCodec.java     |  49 +++++++
 .../writer/doriswriter/DorisFlushBatch.java   |  36 ++++--
 .../writer/doriswriter/DorisJsonCodec.java    |   4 +-
 .../writer/doriswriter/DorisWriter.java       |  20 +--
 .../doriswriter/DorisWriterEmitter.java       | 120 ++++++++++--------
 .../writer/doriswriter/EscapeHandler.java     |  42 ++++++
 .../datax/plugin/writer/doriswriter/Key.java  |  56 +++++---
 .../main/resources/plugin_job_template.json   |   1 +
 10 files changed, 245 insertions(+), 106 deletions(-)
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/EscapeHandler.java

diff --git a/doriswriter/src/main/assembly/package.xml b/doriswriter/src/main/assembly/package.xml
index 9fca5e93..71596332 100644
--- a/doriswriter/src/main/assembly/package.xml
+++ b/doriswriter/src/main/assembly/package.xml
@@ -1,5 +1,4 @@
 <?xml version="1.0" encoding="UTF-8"?>
-
 <!--
 Licensed to the Apache Software Foundation (ASF) under one
 or more contributor license agreements.  See the NOTICE file
@@ -18,12 +17,10 @@ KIND, either express or implied.  See the License for the
 specific language governing permissions and limitations
 under the License.
 -->
-
-<assembly
-        xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
-        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
-        xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
-    <id></id>
+<assembly xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+          xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+          xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id/>
     <formats>
         <format>dir</format>
     </formats>
@@ -45,7 +42,6 @@ under the License.
             <outputDirectory>plugin/writer/doriswriter</outputDirectory>
         </fileSet>
     </fileSets>
-
     <dependencySets>
         <dependencySet>
             <useProjectArtifact>false</useProjectArtifact>
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
index 9a364f40..51bc6881 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
@@ -22,16 +22,17 @@ import com.alibaba.datax.common.element.DateColumn;
 import com.alibaba.datax.common.element.Record;
 import org.apache.commons.lang3.time.DateFormatUtils;
 
+import java.time.ZoneId;
 import java.util.List;
 import java.util.TimeZone;
 
 public abstract class DorisCodec {
-    protected static String timeZone = "GMT+8";
-    protected static TimeZone timeZoner = TimeZone.getTimeZone(timeZone);
+    protected final TimeZone timeZone;
     protected final List<String> fieldNames;
 
-    public DorisCodec(final List<String> fieldNames) {
+    public DorisCodec(final List<String> fieldNames, final String timeZone) {
         this.fieldNames = fieldNames;
+        this.timeZone = TimeZone.getTimeZone(ZoneId.of(timeZone));
     }
 
     public abstract String serialize(Record row);
@@ -60,9 +61,9 @@ public abstract class DorisCodec {
                 final DateColumn.DateType dateType = ((DateColumn) col).getSubType();
                 switch (dateType) {
                     case DATE:
-                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd", timeZoner);
+                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd", timeZone);
                     case DATETIME:
-                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd HH:mm:ss", timeZoner);
+                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd HH:mm:ss", timeZone);
                     default:
                         return col.asString();
                 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
new file mode 100644
index 00000000..d433af38
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
@@ -0,0 +1,49 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.element.Record;
+
+import java.util.ArrayList;
+import java.util.List;
+
+public class DorisCsvCodec extends DorisCodec {
+
+    private final String columnSeparator;
+
+    public DorisCsvCodec(final List<String> fieldNames, String columnSeparator, String timeZone) {
+        super(fieldNames, timeZone);
+        this.columnSeparator = EscapeHandler.escapeString(columnSeparator);
+    }
+
+    @Override
+    public String serialize(final Record row) {
+        if (null == this.fieldNames) {
+            return "";
+        }
+        List<String> list = new ArrayList<>();
+
+        for (int i = 0; i < this.fieldNames.size(); i++) {
+            Object value = this.convertColumn(row.getColumn(i));
+            list.add(value != null ? value.toString() : "\\N");
+        }
+
+        return String.join(columnSeparator, list);
+    }
+
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java
index 493ddec9..9980c937 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java
@@ -17,15 +17,20 @@
 
 package com.alibaba.datax.plugin.writer.doriswriter;
 
+import java.util.ArrayList;
+import java.util.List;
+
 // A wrapper class to hold a batch of loaded rows
 public class DorisFlushBatch {
-    private String lineDelimiter;
+    private final String format;
+    private final String lineDelimiter;
     private String label;
-    private long rows = 0;
-    private StringBuilder data = new StringBuilder();
+    private long byteSize = 0;
+    private List<String> data = new ArrayList<>();
 
-    public DorisFlushBatch(String lineDelimiter) {
-        this.lineDelimiter = lineDelimiter;
+    public DorisFlushBatch(String lineDelimiter, String format) {
+        this.lineDelimiter = EscapeHandler.escapeString(lineDelimiter);
+        this.format = format;
     }
 
     public void setLabel(String label) {
@@ -37,22 +42,25 @@ public class DorisFlushBatch {
     }
 
     public long getRows() {
-        return rows;
+        return data.size();
     }
 
     public void putData(String row) {
-        if (data.length() > 0) {
-            data.append(lineDelimiter);
-        }
-        data.append(row);
-        rows++;
+        data.add(row);
+        byteSize += row.getBytes().length;
     }
 
-    public StringBuilder getData() {
-        return data;
+    public String getData() {
+        String result;
+        if (Key.DEFAULT_FORMAT_CSV.equalsIgnoreCase(format)) {
+            result = String.join(this.lineDelimiter, data);
+        } else {
+            result = data.toString();
+        }
+        return result;
     }
 
     public long getSize() {
-        return data.length();
+        return byteSize;
     }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
index 8d4568c2..664b9d36 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
@@ -28,8 +28,8 @@ import java.util.Map;
 public class DorisJsonCodec extends DorisCodec {
     private Map<String, Object> rowMap;
 
-    public DorisJsonCodec(final List<String> fieldNames) {
-        super(fieldNames);
+    public DorisJsonCodec(final List<String> fieldNames, final String timeZone) {
+        super(fieldNames, timeZone);
         this.rowMap = new HashMap<>(this.fieldNames.size());
     }
 
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
index 71e2d1ad..a2bdfd7e 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -48,6 +48,7 @@ public class DorisWriter extends Writer {
         private Key keys;
         private DorisCodec rowCodec;
         private int batchNum = 0;
+        private String labelPrefix;
 
         public Task() {
         }
@@ -55,7 +56,12 @@ public class DorisWriter extends Writer {
         @Override
         public void init() {
             this.keys = new Key(super.getPluginJobConf());
-            this.rowCodec = new DorisJsonCodec(this.keys.getColumns());
+            if (Key.DEFAULT_FORMAT_CSV.equalsIgnoreCase(this.keys.getFormat())) {
+                this.rowCodec = new DorisCsvCodec(this.keys.getColumns(), this.keys.getColumnSeparator(), this.keys.getTimeZone());
+            } else {
+                this.rowCodec = new DorisJsonCodec(this.keys.getColumns(), this.keys.getTimeZone());
+            }
+            this.labelPrefix = this.keys.getLabelPrefix() + UUID.randomUUID();
             this.dorisWriterEmitter = new DorisWriterEmitter(keys);
         }
 
@@ -66,7 +72,7 @@ public class DorisWriter extends Writer {
         @Override
         public void startWrite(RecordReceiver recordReceiver) {
             String lineDelimiter = this.keys.getLineDelimiter();
-            DorisFlushBatch flushBatch = new DorisFlushBatch(lineDelimiter);
+            DorisFlushBatch flushBatch = new DorisFlushBatch(lineDelimiter, this.keys.getFormat());
             long batchCount = 0;
             long batchByteSize = 0L;
             Record record;
@@ -93,7 +99,7 @@ public class DorisWriter extends Writer {
                     // clear buffer
                     batchCount = 0;
                     batchByteSize = 0L;
-                    flushBatch = new DorisFlushBatch(lineDelimiter);
+                    flushBatch = new DorisFlushBatch(lineDelimiter, this.keys.getFormat());
                 }
             } // end of while
 
@@ -103,14 +109,12 @@ public class DorisWriter extends Writer {
         }
 
         private void flush(DorisFlushBatch flushBatch) {
-            final String label = getStreamLoadLabel();
-            flushBatch.setLabel(label);
-            dorisWriterEmitter.doStreamLoad(flushBatch);
+            flushBatch.setLabel(getStreamLoadLabel());
+            dorisWriterEmitter.emit(flushBatch);
         }
 
         private String getStreamLoadLabel() {
-            String labelPrefix = this.keys.getLabelPrefix();
-            return labelPrefix + UUID.randomUUID().toString() + "_" + (batchNum++);
+            return labelPrefix + "_" + (batchNum++);
         }
 
         @Override
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
index fb4e46b0..ccd9fc4d 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
@@ -23,6 +23,7 @@ import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
 import com.alibaba.fastjson.JSON;
 import com.google.common.collect.Lists;
 import com.google.common.collect.Maps;
+import org.apache.commons.lang3.StringUtils;
 import org.apache.http.HttpEntity;
 import org.apache.http.HttpHeaders;
 import org.apache.http.HttpRequest;
@@ -47,12 +48,11 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.io.IOException;
-import java.net.HttpURLConnection;
 import java.net.URI;
-import java.net.URL;
 import java.util.Base64;
 import java.util.List;
 import java.util.Map;
+import java.util.stream.Collectors;
 
 // Used to load batch of rows to Doris using stream load
 public class DorisWriterEmitter {
@@ -88,13 +88,28 @@ public class DorisWriterEmitter {
         }
     }
 
+    public void emit(final DorisFlushBatch flushData) {
+        String host = this.getAvailableHost();
+        for (int i = 0; i <= this.keys.getMaxRetries(); i++) {
+            try {
+                doStreamLoad(flushData, host);
+                return;
+            } catch (DataXException ex) {
+                if (i >= this.keys.getMaxRetries()) {
+                    throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, ex);
+                }
+                LOG.error("StreamLoad error, switch host {} and retry: ", host, ex);
+                host = this.getAvailableHost();
+            }
+        }
+    }
+
     /**
      * execute doris stream load
      */
-    public void doStreamLoad(final DorisFlushBatch flushData) {
+    private void doStreamLoad(final DorisFlushBatch flushData, String host) {
         long start = System.currentTimeMillis();
-        final String host = this.getAvailableHost();
-        if (null == host) {
+        if (StringUtils.isEmpty(host)) {
             throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, "None of the load url can be connected.");
         }
         final String loadUrl = host + "/api/" + this.keys.getDatabase() + "/" + this.keys.getTable() + "/_stream_load";
@@ -130,28 +145,12 @@ public class DorisWriterEmitter {
         while (this.hostPos < targetHosts.size()) {
             final String host = targetHosts.get(hostPos);
             ++this.hostPos;
-            if (this.tryHttpConnection(host)) {
-                return host;
-            }
+            return host;
         }
 
         return null;
     }
 
-    private boolean tryHttpConnection(final String host) {
-        try {
-            final URL url = new URL(host);
-            final HttpURLConnection co = (HttpURLConnection) url.openConnection();
-            co.setConnectTimeout(1000);
-            co.connect();
-            co.disconnect();
-            return true;
-        } catch (Exception e) {
-            LOG.warn("Failed to connect to address:{} , Exception ={}", host, e);
-            return false;
-        }
-    }
-
     private Map<String, Object> doHttpPut(final String loadUrl, final DorisFlushBatch flushBatch) throws IOException {
         LOG.info(String.format("Executing stream load to: '%s', size: %s, rows: %d",
                 loadUrl, flushBatch.getSize(), flushBatch.getRows()));
@@ -181,10 +180,12 @@ public class DorisWriterEmitter {
             final HttpPut httpPut = new HttpPut(loadUrl);
             final List<String> cols = this.keys.getColumns();
             if (null != cols && !cols.isEmpty()) {
-                httpPut.setHeader("columns", String.join(",", cols));
+                httpPut.setHeader("columns", String.join(",", cols.stream().map(item -> String.format("`%s`", item.trim().replace("`", ""))).collect(Collectors.toList())));
             }
 
-            // put loadProps to http header
+            //set default header
+            setDefaultHeader(httpPut);
+            // put custom loadProps to http header
             final Map<String, Object> loadProps = this.keys.getLoadProps();
             if (null != loadProps) {
                 for (final Map.Entry<String, Object> entry : loadProps.entrySet()) {
@@ -196,14 +197,9 @@ public class DorisWriterEmitter {
             httpPut.setHeader(HttpHeaders.EXPECT, "100-continue");
             httpPut.setHeader(HttpHeaders.AUTHORIZATION, this.getBasicAuthHeader(this.keys.getUsername(), this.keys.getPassword()));
             httpPut.setHeader("label", flushBatch.getLabel());
-            httpPut.setHeader("format", "json");
-            httpPut.setHeader("line_delimiter", this.keys.getLineDelimiterDesc());
-            httpPut.setHeader("read_json_by_line", "true");
-            httpPut.setHeader("fuzzy_parse", "true");
 
             // Use ByteArrayEntity instead of StringEntity to handle Chinese correctly
-            httpPut.setEntity(new ByteArrayEntity(flushBatch.getData().toString().getBytes()));
-
+            httpPut.setEntity(new ByteArrayEntity(flushBatch.getData().getBytes()));
             httpPut.setConfig(requestConfig);
 
             try (final CloseableHttpResponse resp = httpclient.execute(httpPut)) {
@@ -222,6 +218,21 @@ public class DorisWriterEmitter {
         }
     }
 
+    /**
+     * Set default request headers in json and csv formats.
+     * csv default delimiters are \x01 and \x02
+     */
+    private void setDefaultHeader(HttpPut httpPut) {
+        if (Key.DEFAULT_FORMAT_CSV.equalsIgnoreCase(this.keys.getFormat())) {
+            httpPut.setHeader("line_delimiter", this.keys.getLineDelimiter());
+            httpPut.setHeader("column_separator", this.keys.getColumnSeparator());
+        } else {
+            httpPut.setHeader("format", "json");
+            httpPut.setHeader("strip_outer_array", "true");
+            httpPut.setHeader("fuzzy_parse", "true");
+        }
+    }
+
     private String getBasicAuthHeader(final String username, final String password) {
         final String auth = username + ":" + password;
         final byte[] encodedAuth = Base64.getEncoder().encode(auth.getBytes());
@@ -231,44 +242,51 @@ public class DorisWriterEmitter {
     // for test
     public static void main(String[] args) throws IOException {
         String json = "{\n" +
-                "                        \"feLoadUrl\": [\"127.0.0.1:8030\"],\n" +
-                "                        \"column\": [\"k1\", \"k2\", \"k3\"],\n" +
-                "                        \"database\": \"db1\",\n" +
+                "                        \"beLoadUrl\": [\"127.0.0.1:8040\"],\n" +
+                "                        \"column\": [\"name\", \"age\", \"cdate\", \"cdatetime\"],\n" +
+                "                        \"database\": \"test\",\n" +
                 "                        \"jdbcUrl\": \"jdbc:mysql://127.0.0.1:9030/\",\n" +
                 "                        \"loadProps\": {\n" +
+//                "                        \"line_delimiter\": \"\\\\x03\",\n" +
+//                "                        \"column_separator\": \"\\\\x04\",\n" +
                 "                        },\n" +
-                "                        \"password\": \"12345\",\n" +
+                "                        \"format\": \"csv\",\n" +
+                "                        \"password\": \"\",\n" +
                 "                        \"postSql\": [],\n" +
                 "                        \"preSql\": [],\n" +
-                "                        \"table\": \"t1\",\n" +
+                "                        \"table\": \"test_datax\",\n" +
+                "                        \"maxRetries\": \"0\",\n" +
                 "                        \"username\": \"root\"\n" +
                 "                    }";
         Configuration configuration = Configuration.from(json);
         Key key = new Key(configuration);
 
         DorisWriterEmitter emitter = new DorisWriterEmitter(key);
-        DorisFlushBatch flushBatch = new DorisFlushBatch("\n");
-        flushBatch.setLabel("test4");
+        DorisFlushBatch flushBatch = new DorisFlushBatch(key.getLineDelimiter(), key.getFormat());
+
         Map<String, String> row1 = Maps.newHashMap();
-        row1.put("k1", "2021-02-02");
-        row1.put("k2", "2021-02-02 00:00:00");
-        row1.put("k3", "3");
-        String rowStr1 = JSON.toJSONString(row1);
-        System.out.println("rows1: " + rowStr1);
-        flushBatch.putData(rowStr1);
-
+        row1.put("cdate", "2021-02-02");
+        row1.put("cdatetime", "2021-02-02 00:00:00");
+        row1.put("name", "zhangsan");
+        row1.put("age", "18");
         Map<String, String> row2 = Maps.newHashMap();
-        row2.put("k1", "2021-02-03");
-        row2.put("k2", "2021-02-03 00:00:00");
-        row2.put("k3", "4");
+        row2.put("cdate", "2022-02-02");
+        row2.put("cdatetime", "2022-02-02 10:00:00");
+        row2.put("name", "lisi");
+        row2.put("age", "180");
+        String rowStr1 = JSON.toJSONString(row1);
         String rowStr2 = JSON.toJSONString(row2);
+        if ("csv".equals(key.getFormat())) {
+            rowStr1 = String.join(EscapeHandler.escapeString(key.getColumnSeparator()), "2021-02-02", "2021-02-02 00:00:00", "zhangsan", "18");
+            rowStr2 = String.join(EscapeHandler.escapeString(key.getColumnSeparator()), "2022-02-02", "2022-02-02 10:00:00", "lisi", "180");
+        }
+        System.out.println("rows1: " + rowStr1);
         System.out.println("rows2: " + rowStr2);
-        flushBatch.putData(rowStr2);
 
-        for (int i = 0; i < 500000; ++i) {
+        for (int i = 0; i < 1; ++i) {
+            flushBatch.putData(rowStr1);
             flushBatch.putData(rowStr2);
         }
-
-        emitter.doStreamLoad(flushBatch);
+        emitter.emit(flushBatch);
     }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/EscapeHandler.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/EscapeHandler.java
new file mode 100644
index 00000000..91b0fbdb
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/EscapeHandler.java
@@ -0,0 +1,42 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+
+/**
+ * Handler for escape in properties.
+ */
+public class EscapeHandler {
+    public static final String ESCAPE_DELIMITERS_FLAGS = "\\x";
+    public static final Pattern ESCAPE_PATTERN = Pattern.compile("\\\\x([0-9|a-f|A-F]{2})");
+
+    public static String escapeString(String source) {
+        if (source.startsWith(ESCAPE_DELIMITERS_FLAGS)) {
+            Matcher m = ESCAPE_PATTERN.matcher(source);
+            StringBuffer buf = new StringBuffer();
+            while (m.find()) {
+                m.appendReplacement(buf, String.format("%s", (char) Integer.parseInt(m.group(1), 16)));
+            }
+            m.appendTail(buf);
+            return buf.toString();
+        }
+        return source;
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
index cfbef96c..72812a9c 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
@@ -23,6 +23,8 @@ import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
 import com.google.common.base.Strings;
 
 import java.io.Serializable;
+import java.util.Arrays;
+import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 
@@ -34,6 +36,7 @@ public class Key implements Serializable {
     public static final String DATABASE = "database";
     public static final String TABLE = "table";
     public static final String COLUMN = "column";
+    public static final String TIME_ZONE = "timeZone";
 
     public static final String USERNAME = "username";
     public static final String PASSWORD = "password";
@@ -42,28 +45,36 @@ public class Key implements Serializable {
     public static final String POST_SQL = "postSql";
 
     public static final String LOAD_PROPS = "loadProps";
+    public static final String LOAD_PROPS_LINE_DELIMITER = "line_delimiter";
+    public static final String LOAD_PROPS_COLUMN_SEPARATOR = "column_separator";
+
     public static final String MAX_BATCH_ROWS = "maxBatchRows";
     public static final String MAX_BATCH_BYTE_SIZE = "maxBatchByteSize";
+    public static final String MAX_RETRIES = "maxRetries";
     public static final String LABEL_PREFIX = "labelPrefix";
-    public static final String LINE_DELIMITER = "lineDelimiter";
+    public static final String FORMAT = "format";
     public static final String CONNECT_TIMEOUT = "connectTimeout";
     private final Configuration options;
-    private final String lineDelimiterDesc;
 
     private static final long DEFAULT_MAX_BATCH_ROWS = 50_0000;
-    private static final long DEFAULT_MAX_BATCH_BYTE_SIZE = 100 * 1024 * 1024; // 100MB
+    private static final long DEFAULT_MAX_BATCH_BYTE_SIZE = 90 * 1024 * 1024; // 90MB
+    private static final int DEFAULT_MAX_RETRIES = 0;
+
     private static final String DEFAULT_LABEL_PREFIX = "datax_doris_writer_";
-    private static final String DEFAULT_LINE_DELIMITER = "\n";
+    private static final String DEFAULT_COLUMN_SEPARATOR = "\\x01";
+    private static final String DEFAULT_LINE_DELIMITER = "\\x02";
+    public static final String DEFAULT_FORMAT_CSV = "csv";
+    private static final String DEFAULT_TIME_ZONE = "+08:00";
     private static final int DEFAULT_CONNECT_TIMEOUT = -1;
 
     public Key(final Configuration options) {
         this.options = options;
-        this.lineDelimiterDesc = parseHexReadable(this.getLineDelimiter());
     }
 
     public void doPretreatment() {
         this.validateRequired();
         this.validateStreamLoadUrl();
+        this.validateFormat();
     }
 
     public String getJdbcUrl() {
@@ -98,6 +109,10 @@ public class Key implements Serializable {
         return this.options.getList(COLUMN, String.class);
     }
 
+    public String getTimeZone() {
+        return this.options.getString(TIME_ZONE, DEFAULT_TIME_ZONE);
+    }
+
     public List<String> getPreSqlList() {
         return this.options.getList(PRE_SQL, String.class);
     }
@@ -107,7 +122,7 @@ public class Key implements Serializable {
     }
 
     public Map<String, Object> getLoadProps() {
-        return this.options.getMap(LOAD_PROPS);
+        return this.options.getMap(LOAD_PROPS, new HashMap<>());
     }
 
     public long getBatchRows() {
@@ -118,22 +133,30 @@ public class Key implements Serializable {
         return this.options.getLong(MAX_BATCH_BYTE_SIZE, DEFAULT_MAX_BATCH_BYTE_SIZE);
     }
 
+    public int getMaxRetries() {
+        return this.options.getInt(MAX_RETRIES, DEFAULT_MAX_RETRIES);
+    }
+
     public String getLabelPrefix() {
         return this.options.getString(LABEL_PREFIX, DEFAULT_LABEL_PREFIX);
     }
 
     public String getLineDelimiter() {
-        return this.options.getString(LINE_DELIMITER, DEFAULT_LINE_DELIMITER);
+        return getLoadProps().getOrDefault(LOAD_PROPS_LINE_DELIMITER, DEFAULT_LINE_DELIMITER).toString();
+    }
+
+    public String getFormat() {
+        return this.options.getString(FORMAT, DEFAULT_FORMAT_CSV);
+    }
+
+    public String getColumnSeparator() {
+        return getLoadProps().getOrDefault(LOAD_PROPS_COLUMN_SEPARATOR, DEFAULT_COLUMN_SEPARATOR).toString();
     }
 
     public int getConnectTimeout() {
         return this.options.getInt(CONNECT_TIMEOUT, DEFAULT_CONNECT_TIMEOUT);
     }
 
-    public String getLineDelimiterDesc() {
-        return lineDelimiterDesc;
-    }
-
     private void validateStreamLoadUrl() {
         List<String> urlList = this.getBeLoadUrlList();
         if (urlList == null) {
@@ -152,14 +175,11 @@ public class Key implements Serializable {
         }
     }
 
-    private String parseHexReadable(String s) {
-        byte[] separatorBytes = s.getBytes();
-        StringBuilder desc = new StringBuilder();
-
-        for (byte separatorByte : separatorBytes) {
-            desc.append(String.format("\\x%02x", separatorByte));
+    private void validateFormat() {
+        String format = this.getFormat();
+        if (!Arrays.asList("csv", "json").contains(format.toLowerCase())) {
+            throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR, "format only supports csv or json");
         }
-        return desc.toString();
     }
 
     private void validateRequired() {
diff --git a/doriswriter/src/main/resources/plugin_job_template.json b/doriswriter/src/main/resources/plugin_job_template.json
index 152f1eee..9cd9bb18 100644
--- a/doriswriter/src/main/resources/plugin_job_template.json
+++ b/doriswriter/src/main/resources/plugin_job_template.json
@@ -6,6 +6,7 @@
     "database": "",
     "table": "",
     "column": [],
+    "timeZone": "",
     "preSql": [],
     "postSql": [],
     "jdbcUrl": "",

From 78ac25cb080520b562f360593f8bd4483bca8ac4 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Thu, 29 Sep 2022 09:58:38 +0800
Subject: [PATCH 195/251] fix

---
 .../alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
index 664b9d36..2a68d050 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
@@ -45,6 +45,6 @@ public class DorisJsonCodec extends DorisCodec {
             rowMap.put(fieldName, this.convertColumn(row.getColumn(idx)));
             ++idx;
         }
-        return JSON.toJSONString(rowMap);
+        return JSON.toJSONString(rowMap, SerializerFeature.WriteMapNullValue);
     }
 }

From 874a256a038aed2fdf7a52f6913767a05f39e60a Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Thu, 22 Sep 2022 16:11:34 +0800
Subject: [PATCH 196/251] DataX 2209, add plugin:
 datahubreader/datahubwriter/loghubreader/loghubwriter/starrocksreader, update
 plugin:
 odpsreader/oceanbasev10reader/oceanbasev10writer/elasticserachwriter/mysqlreader/mysqlwriter

---
 README.md                                     |    5 +-
 .../src/main/resources/plugin.json            |    2 +-
 .../datax/common/util/Configuration.java      |    9 +
 .../alibaba/datax/common/util/StrUtil.java    |   18 +
 datahubreader/pom.xml                         |   79 ++
 datahubreader/src/main/assembly/package.xml   |   34 +
 .../plugin/reader/datahubreader/Constant.java |    8 +
 .../datahubreader/DatahubClientHelper.java    |   42 +
 .../reader/datahubreader/DatahubReader.java   |  292 ++++
 .../datahubreader/DatahubReaderErrorCode.java |   35 +
 .../datahubreader/DatahubReaderUtils.java     |  200 +++
 .../datahubreader/DatahubWriterErrorCode.java |   37 +
 .../plugin/reader/datahubreader/Key.java      |   35 +
 .../datahubreader/LocalStrings.properties     |    5 +
 .../LocalStrings_en_US.properties             |    5 +
 .../LocalStrings_ja_JP.properties             |    5 +
 .../LocalStrings_zh_CN.properties             |    5 +
 .../LocalStrings_zh_HK.properties             |    9 +
 .../LocalStrings_zh_TW.properties             |    9 +
 .../main/resources/job_config_template.json   |   14 +
 datahubreader/src/main/resources/plugin.json  |    6 +
 datahubwriter/pom.xml                         |   79 ++
 datahubwriter/src/main/assembly/package.xml   |   34 +
 .../datahubwriter/DatahubClientHelper.java    |   43 +
 .../writer/datahubwriter/DatahubWriter.java   |  355 +++++
 .../datahubwriter/DatahubWriterErrorCode.java |   37 +
 .../plugin/writer/datahubwriter/Key.java      |   26 +
 .../datahubwriter/LocalStrings.properties     |    5 +
 .../LocalStrings_en_US.properties             |    5 +
 .../LocalStrings_ja_JP.properties             |    5 +
 .../LocalStrings_zh_CN.properties             |    5 +
 .../LocalStrings_zh_HK.properties             |    9 +
 .../LocalStrings_zh_TW.properties             |    9 +
 .../main/resources/job_config_template.json   |   14 +
 datahubwriter/src/main/resources/plugin.json  |    6 +
 elasticsearchwriter/pom.xml                   |    4 +-
 .../writer/elasticsearchwriter/ESClient.java  |  236 ----
 .../writer/elasticsearchwriter/ESColumn.java  |   65 -
 .../writer/elasticsearchwriter/ESWriter.java  |  460 ------
 .../ESWriterErrorCode.java                    |   37 -
 .../ElasticSearchClient.java                  |  312 +++++
 .../ElasticSearchColumn.java                  |  126 ++
 ...dType.java => ElasticSearchFieldType.java} |   13 +-
 .../ElasticSearchWriter.java                  | 1119 +++++++++++++++
 .../ElasticSearchWriterErrorCode.java         |   41 +
 .../elasticsearchwriter/JsonPathUtil.java     |   28 +
 .../writer/elasticsearchwriter/JsonUtil.java  |   54 +
 .../writer/elasticsearchwriter/Key.java       |   90 +-
 .../elasticsearchwriter/NoReRunException.java |   16 +
 .../elasticsearchwriter/PartitionColumn.java  |   42 +
 .../elasticsearchwriter/PrimaryKeyInfo.java   |   47 +
 .../elasticsearchwriter/jest/ClusterInfo.java |   35 +
 .../jest/ClusterInfoResult.java               |   49 +
 .../elasticsearchwriter/jest/PutMapping7.java |   39 +
 .../src/main/resources/plugin.json            |    2 +-
 .../src/main/resources/plugin.json            |    2 +-
 .../src/main/resources/plugin.json            |    2 +-
 loghubreader/pom.xml                          |   73 +
 loghubreader/src/main/assembly/package.xml    |   34 +
 .../plugin/reader/loghubreader/Constant.java  |   26 +
 .../datax/plugin/reader/loghubreader/Key.java |   38 +
 .../reader/loghubreader/LogHubReader.java     |  482 +++++++
 .../loghubreader/LogHubReaderErrorCode.java   |   34 +
 loghubreader/src/main/resources/plugin.json   |    6 +
 .../main/resources/plugin_job_template.json   |   12 +
 loghubwriter/pom.xml                          |   73 +
 loghubwriter/src/main/assembly/package.xml    |   34 +
 .../datax/plugin/writer/loghubwriter/Key.java |   35 +
 .../writer/loghubwriter/LogHubWriter.java     |  315 +++++
 .../loghubwriter/LogHubWriterErrorCode.java   |   33 +
 loghubwriter/src/main/resources/plugin.json   |    6 +
 .../main/resources/plugin_job_template.json   |   13 +
 mysqlreader/doc/mysqlreader.md                |    4 +-
 .../oceanbasev10reader/ext/ReaderJob.java     |    8 +-
 .../util/ObReaderUtils.java                   |   73 +-
 .../oceanbasev10reader/util/ObVersion.java    |   86 ++
 .../oceanbasev10reader/util/PartType.java     |    5 +
 .../util/PartitionSplitUtil.java              |  143 +-
 .../oceanbasev10reader/util/TaskContext.java  |   17 +-
 .../util/ObReaderUtilsTest.java               |    2 +
 .../OceanBaseV10Writer.java                   |    4 +-
 .../util/ObWriterUtils.java                   |    8 +-
 .../plugin/reader/odpsreader/ColumnType.java  |   14 -
 .../reader/odpsreader/InternalColumnInfo.java |   24 +
 .../plugin/reader/odpsreader/OdpsReader.java  |   27 +-
 .../plugin/reader/odpsreader/ReaderProxy.java |   11 +-
 .../reader/odpsreader/util/OdpsUtil.java      |   28 +-
 opentsdbreader/pom.xml                        |    4 -
 opentsdbreader/src/main/resources/plugin.json |    2 +-
 oraclereader/pom.xml                          |    4 +-
 oraclereader/src/main/assembly/package.xml    |    7 -
 oraclereader/src/main/lib/ojdbc6-11.2.0.3.jar |  Bin 2714189 -> 0 bytes
 oraclewriter/pom.xml                          |    4 +-
 oraclewriter/src/main/assembly/package.xml    |    7 -
 oraclewriter/src/main/lib/ojdbc6-11.2.0.3.jar |  Bin 2714189 -> 0 bytes
 oscarwriter/src/main/resources/plugin.json    |    2 +-
 .../tools/tablestore_streamreader_console.py  |  179 ---
 otsstreamreader/tools/tabulate.py             | 1237 -----------------
 package.xml                                   |   56 +-
 .../datax/plugin/rdbms/util/DataBaseType.java |    3 +-
 pom.xml                                       |   16 +-
 rdbmsreader/pom.xml                           |   27 +-
 rdbmsreader/src/main/libs/Dm7JdbcDriver16.jar |  Bin 818729 -> 0 bytes
 rdbmsreader/src/main/libs/db2jcc4.jar         |  Bin 3528544 -> 0 bytes
 rdbmsreader/src/main/resources/plugin.json    |    2 +-
 rdbmswriter/pom.xml                           |   39 +-
 rdbmswriter/src/main/libs/Dm7JdbcDriver16.jar |  Bin 818729 -> 0 bytes
 rdbmswriter/src/main/libs/db2jcc4.jar         |  Bin 3528544 -> 0 bytes
 rdbmswriter/src/main/resources/plugin.json    |    2 +-
 sqlserverreader/pom.xml                       |    3 -
 sqlserverreader/src/main/assembly/package.xml |    7 -
 sqlserverreader/src/main/lib/sqljdbc4-4.0.jar |  Bin 584207 -> 0 bytes
 sqlserverwriter/pom.xml                       |    2 -
 sqlserverwriter/src/main/assembly/package.xml |    7 -
 sqlserverwriter/src/main/lib/sqljdbc4-4.0.jar |  Bin 584207 -> 0 bytes
 starrocksreader/pom.xml                       |   95 ++
 starrocksreader/src/main/assembly/package.xml |   35 +
 .../starrocksreader/StarRocksReader.java      |  116 ++
 .../src/main/resources/plugin.json            |    6 +
 starrockswriter/doc/starrockswriter.md        |   12 +-
 starrockswriter/pom.xml                       |    5 +-
 starrockswriter/src/main/assembly/package.xml |    2 +-
 .../starrockswriter/StarRocksWriter.java      |    7 +-
 .../StarRocksWriterOptions.java               |   60 +-
 .../manager/StarRocksStreamLoadVisitor.java   |   79 +-
 .../manager/StarRocksWriterManager.java       |   16 +-
 .../main/resources/plugin_job_template.json   |   12 +-
 tdenginereader/pom.xml                        |    1 -
 tdenginewriter/pom.xml                        |    1 -
 tsdbreader/pom.xml                            |    4 -
 tsdbreader/src/main/resources/plugin.json     |    2 +-
 tsdbwriter/pom.xml                            |    4 -
 tsdbwriter/src/main/resources/plugin.json     |    2 +-
 133 files changed, 5505 insertions(+), 2537 deletions(-)
 create mode 100644 datahubreader/pom.xml
 create mode 100644 datahubreader/src/main/assembly/package.xml
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/Constant.java
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubClientHelper.java
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReader.java
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReaderErrorCode.java
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReaderUtils.java
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubWriterErrorCode.java
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/Key.java
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings.properties
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_en_US.properties
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_ja_JP.properties
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_CN.properties
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_HK.properties
 create mode 100644 datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_TW.properties
 create mode 100644 datahubreader/src/main/resources/job_config_template.json
 create mode 100644 datahubreader/src/main/resources/plugin.json
 create mode 100644 datahubwriter/pom.xml
 create mode 100644 datahubwriter/src/main/assembly/package.xml
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubClientHelper.java
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriter.java
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriterErrorCode.java
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/Key.java
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings.properties
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_en_US.properties
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_ja_JP.properties
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_CN.properties
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_HK.properties
 create mode 100644 datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_TW.properties
 create mode 100644 datahubwriter/src/main/resources/job_config_template.json
 create mode 100644 datahubwriter/src/main/resources/plugin.json
 delete mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESClient.java
 delete mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESColumn.java
 delete mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESWriter.java
 delete mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESWriterErrorCode.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchColumn.java
 rename elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/{ESFieldType.java => ElasticSearchFieldType.java} (73%)
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriter.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriterErrorCode.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonPathUtil.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonUtil.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/NoReRunException.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/PartitionColumn.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/PrimaryKeyInfo.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/ClusterInfo.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/ClusterInfoResult.java
 create mode 100644 elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/PutMapping7.java
 create mode 100644 loghubreader/pom.xml
 create mode 100644 loghubreader/src/main/assembly/package.xml
 create mode 100644 loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/Constant.java
 create mode 100644 loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/Key.java
 create mode 100644 loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReader.java
 create mode 100644 loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReaderErrorCode.java
 create mode 100644 loghubreader/src/main/resources/plugin.json
 create mode 100644 loghubreader/src/main/resources/plugin_job_template.json
 create mode 100644 loghubwriter/pom.xml
 create mode 100644 loghubwriter/src/main/assembly/package.xml
 create mode 100644 loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/Key.java
 create mode 100644 loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/LogHubWriter.java
 create mode 100644 loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/LogHubWriterErrorCode.java
 create mode 100644 loghubwriter/src/main/resources/plugin.json
 create mode 100644 loghubwriter/src/main/resources/plugin_job_template.json
 create mode 100644 oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObVersion.java
 create mode 100644 odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/InternalColumnInfo.java
 delete mode 100644 oraclereader/src/main/lib/ojdbc6-11.2.0.3.jar
 delete mode 100644 oraclewriter/src/main/lib/ojdbc6-11.2.0.3.jar
 delete mode 100644 otsstreamreader/tools/tablestore_streamreader_console.py
 delete mode 100644 otsstreamreader/tools/tabulate.py
 delete mode 100755 rdbmsreader/src/main/libs/Dm7JdbcDriver16.jar
 delete mode 100755 rdbmsreader/src/main/libs/db2jcc4.jar
 delete mode 100755 rdbmswriter/src/main/libs/Dm7JdbcDriver16.jar
 delete mode 100755 rdbmswriter/src/main/libs/db2jcc4.jar
 delete mode 100644 sqlserverreader/src/main/lib/sqljdbc4-4.0.jar
 delete mode 100644 sqlserverwriter/src/main/lib/sqljdbc4-4.0.jar
 create mode 100644 starrocksreader/pom.xml
 create mode 100644 starrocksreader/src/main/assembly/package.xml
 create mode 100644 starrocksreader/src/main/java/com/alibaba/datax/plugin/reader/starrocksreader/StarRocksReader.java
 create mode 100644 starrocksreader/src/main/resources/plugin.json

diff --git a/README.md b/README.md
index 59795e25..c1a33dab 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 # Quick Start
 
-##### Download [DataX下载地址](https://datax-opensource.oss-cn-hangzhou.aliyuncs.com/20220530/datax.tar.gz)
+##### Download [DataX下载地址](https://datax-opensource.oss-cn-hangzhou.aliyuncs.com/202209/datax.tar.gz)
 
 
 ##### 请点击：[Quick Start](https://github.com/alibaba/DataX/blob/master/userGuid.md)
@@ -95,6 +95,9 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 
 DataX 后续计划月度迭代更新，也欢迎感兴趣的同学提交 Pull requests，月度更新内容会介绍介绍如下。
 
+- [datax_v202209]（https://github.com/alibaba/DataX/releases/tag/datax_v202209)
+    - 涉及通道能力更新（MaxCompute、Datahub、SLS等）、安全漏洞更新、通用打包更新等
+
 - [datax_v202205]（https://github.com/alibaba/DataX/releases/tag/datax_v202205)
     - 涉及通道能力更新（MaxCompute、Hologres、OSS、Tdengine等）、安全漏洞更新、通用打包更新等
 
diff --git a/clickhousewriter/src/main/resources/plugin.json b/clickhousewriter/src/main/resources/plugin.json
index ff1acf01..d70e2b1d 100755
--- a/clickhousewriter/src/main/resources/plugin.json
+++ b/clickhousewriter/src/main/resources/plugin.json
@@ -2,5 +2,5 @@
     "name": "clickhousewriter",
     "class": "com.alibaba.datax.plugin.writer.clickhousewriter.ClickhouseWriter",
     "description": "useScene: prod. mechanism: Jdbc connection using the database, execute insert sql.",
-    "developer": "jiye.tjy"
+    "developer": "alibaba"
 }
\ No newline at end of file
diff --git a/common/src/main/java/com/alibaba/datax/common/util/Configuration.java b/common/src/main/java/com/alibaba/datax/common/util/Configuration.java
index f570dd00..cd88e84a 100755
--- a/common/src/main/java/com/alibaba/datax/common/util/Configuration.java
+++ b/common/src/main/java/com/alibaba/datax/common/util/Configuration.java
@@ -411,6 +411,15 @@ public class Configuration {
 		return list;
 	}
 
+	public <T> List<T> getListWithJson(final String path, Class<T> t) {
+		Object object = this.get(path, List.class);
+		if (null == object) {
+			return null;
+		}
+
+		return JSON.parseArray(JSON.toJSONString(object),t);
+	}
+
 	/**
 	 * 根据用户提供的json path，寻址List对象，如果对象不存在，返回null
 	 */
diff --git a/common/src/main/java/com/alibaba/datax/common/util/StrUtil.java b/common/src/main/java/com/alibaba/datax/common/util/StrUtil.java
index 82222b0d..867a9516 100755
--- a/common/src/main/java/com/alibaba/datax/common/util/StrUtil.java
+++ b/common/src/main/java/com/alibaba/datax/common/util/StrUtil.java
@@ -3,6 +3,8 @@ package com.alibaba.datax.common.util;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.Validate;
 
+import java.security.MessageDigest;
+import java.security.NoSuchAlgorithmException;
 import java.text.DecimalFormat;
 import java.util.HashMap;
 import java.util.Map;
@@ -82,4 +84,20 @@ public class StrUtil {
         return s.substring(0, headLength) + "..." + s.substring(s.length() - tailLength);
     }
 
+    public static String getMd5(String plainText) {
+        try {
+            StringBuilder builder = new StringBuilder();
+            for (byte b : MessageDigest.getInstance("MD5").digest(plainText.getBytes())) {
+                int i = b & 0xff;
+                if (i < 0x10) {
+                    builder.append('0');
+                }
+                builder.append(Integer.toHexString(i));
+            }
+            return builder.toString();
+        } catch (NoSuchAlgorithmException e) {
+            throw new RuntimeException(e);
+        }
+    }
+
 }
diff --git a/datahubreader/pom.xml b/datahubreader/pom.xml
new file mode 100644
index 00000000..c0022b44
--- /dev/null
+++ b/datahubreader/pom.xml
@@ -0,0 +1,79 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>datahubreader</artifactId>
+
+    <version>0.0.1-SNAPSHOT</version>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>ch.qos.logback</groupId>
+            <artifactId>logback-classic</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.aliyun.datahub</groupId>
+            <artifactId>aliyun-sdk-datahub</artifactId>
+            <version>2.21.6-public</version>
+        </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>4.12</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <!-- assembly plugin -->
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
diff --git a/datahubreader/src/main/assembly/package.xml b/datahubreader/src/main/assembly/package.xml
new file mode 100644
index 00000000..d14ea981
--- /dev/null
+++ b/datahubreader/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly
+        xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+            </includes>
+            <outputDirectory>plugin/reader/datahubreader</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>datahubreader-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/reader/datahubreader</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/reader/datahubreader/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/Constant.java b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/Constant.java
new file mode 100644
index 00000000..bee3ccd7
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/Constant.java
@@ -0,0 +1,8 @@
+package com.alibaba.datax.plugin.reader.datahubreader;
+
+public class Constant {
+
+    public static String DATETIME_FORMAT = "yyyyMMddHHmmss";
+    public static String DATE_FORMAT = "yyyyMMdd";
+
+}
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubClientHelper.java b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubClientHelper.java
new file mode 100644
index 00000000..6f601fb4
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubClientHelper.java
@@ -0,0 +1,42 @@
+package com.alibaba.datax.plugin.reader.datahubreader;
+
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.TypeReference;
+import com.aliyun.datahub.client.DatahubClient;
+import com.aliyun.datahub.client.DatahubClientBuilder;
+import com.aliyun.datahub.client.auth.Account;
+import com.aliyun.datahub.client.auth.AliyunAccount;
+import com.aliyun.datahub.client.common.DatahubConfig;
+import com.aliyun.datahub.client.http.HttpConfig;
+import org.apache.commons.lang3.StringUtils;
+
+public class DatahubClientHelper {
+    public static DatahubClient getDatahubClient(Configuration jobConfig) {
+        String accessId = jobConfig.getNecessaryValue(Key.CONFIG_KEY_ACCESS_ID,
+                DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+        String accessKey = jobConfig.getNecessaryValue(Key.CONFIG_KEY_ACCESS_KEY,
+                DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+        String endpoint = jobConfig.getNecessaryValue(Key.CONFIG_KEY_ENDPOINT,
+                DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+        Account account = new AliyunAccount(accessId, accessKey);
+        // 是否开启二进制传输，服务端2.12版本开始支持
+        boolean enableBinary = jobConfig.getBool("enableBinary", false);
+        DatahubConfig datahubConfig = new DatahubConfig(endpoint, account, enableBinary);
+        // HttpConfig可不设置，不设置时采用默认值
+        // 读写数据推荐打开网络传输 LZ4压缩
+        HttpConfig httpConfig = null;
+        String httpConfigStr = jobConfig.getString("httpConfig");
+        if (StringUtils.isNotBlank(httpConfigStr)) {
+            httpConfig = JSON.parseObject(httpConfigStr, new TypeReference<HttpConfig>() {
+            });
+        }
+
+        DatahubClientBuilder builder = DatahubClientBuilder.newBuilder().setDatahubConfig(datahubConfig);
+        if (null != httpConfig) {
+            builder.setHttpConfig(httpConfig);
+        }
+        DatahubClient datahubClient = builder.build();
+        return datahubClient;
+    }
+}
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReader.java b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReader.java
new file mode 100644
index 00000000..4792ac39
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReader.java
@@ -0,0 +1,292 @@
+package com.alibaba.datax.plugin.reader.datahubreader;
+
+import java.text.ParseException;
+import java.util.ArrayList;
+import java.util.HashMap;
+import java.util.List;
+
+import com.aliyun.datahub.client.model.*;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.element.StringColumn;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordSender;
+import com.alibaba.datax.common.spi.Reader;
+import com.alibaba.datax.common.util.Configuration;
+
+
+import com.aliyun.datahub.client.DatahubClient;
+
+
+public class DatahubReader extends Reader {
+    public static class Job extends Reader.Job {
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        
+        private Configuration originalConfig;
+        
+        private Long beginTimestampMillis;
+        private Long endTimestampMillis;
+        
+        DatahubClient datahubClient;
+        
+        @Override
+        public void init() {
+            LOG.info("datahub reader job init begin ...");
+            this.originalConfig = super.getPluginJobConf();
+            validateParameter(originalConfig);
+            this.datahubClient = DatahubClientHelper.getDatahubClient(this.originalConfig);
+            LOG.info("datahub reader job init end.");
+        }
+        
+        private void validateParameter(Configuration conf){
+            conf.getNecessaryValue(Key.ENDPOINT,DatahubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.ACCESSKEYID,DatahubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.ACCESSKEYSECRET,DatahubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.PROJECT,DatahubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.TOPIC,DatahubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.COLUMN,DatahubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.BEGINDATETIME,DatahubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.ENDDATETIME,DatahubReaderErrorCode.REQUIRE_VALUE);
+            
+            int batchSize = this.originalConfig.getInt(Key.BATCHSIZE, 1024);
+            if (batchSize > 10000) {
+                throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "Invalid batchSize[" + batchSize + "] value (0,10000]!");
+            }
+            
+            String beginDateTime = this.originalConfig.getString(Key.BEGINDATETIME);            
+            if (beginDateTime != null) {
+                try {
+                    beginTimestampMillis = DatahubReaderUtils.getUnixTimeFromDateTime(beginDateTime);
+                } catch (ParseException e) {
+                    throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                            "Invalid beginDateTime[" + beginDateTime + "], format [yyyyMMddHHmmss]!");    
+                }
+            }
+            
+            if (beginTimestampMillis != null && beginTimestampMillis <= 0) {
+                throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "Invalid beginTimestampMillis[" + beginTimestampMillis + "]!");               
+            }
+            
+            String endDateTime = this.originalConfig.getString(Key.ENDDATETIME);            
+            if (endDateTime != null) {
+                try {
+                    endTimestampMillis = DatahubReaderUtils.getUnixTimeFromDateTime(endDateTime);
+                } catch (ParseException e) {
+                    throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                            "Invalid beginDateTime[" + endDateTime + "], format [yyyyMMddHHmmss]!");    
+                }
+            }
+            
+            if (endTimestampMillis != null && endTimestampMillis <= 0) {
+                throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "Invalid endTimestampMillis[" + endTimestampMillis + "]!");                
+            }
+            
+            if (beginTimestampMillis != null && endTimestampMillis != null
+                    && endTimestampMillis <= beginTimestampMillis) {
+                throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "endTimestampMillis[" + endTimestampMillis + "] must bigger than beginTimestampMillis[" + beginTimestampMillis + "]!");  
+            }
+        }
+        
+        @Override
+        public void prepare() {
+            // create datahub client
+            String project = originalConfig.getNecessaryValue(Key.PROJECT, DatahubReaderErrorCode.REQUIRE_VALUE);
+            String topic = originalConfig.getNecessaryValue(Key.TOPIC, DatahubReaderErrorCode.REQUIRE_VALUE);
+            RecordType recordType = null;
+            try {
+                DatahubClient client = DatahubClientHelper.getDatahubClient(this.originalConfig);
+                GetTopicResult getTopicResult = client.getTopic(project, topic);
+                recordType = getTopicResult.getRecordType();
+            } catch (Exception e) {
+                LOG.warn("get topic type error: {}", e.getMessage());
+            }
+            if (null != recordType) {
+                if (recordType == RecordType.BLOB) {
+                    throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                            "DatahubReader only support 'Tuple' RecordType now, but your RecordType is 'BLOB'");
+                }
+            }
+        }
+
+        @Override
+        public void destroy() {
+        }
+
+        @Override
+        public List<Configuration> split(int adviceNumber) {
+            LOG.info("split() begin...");
+            
+            List<Configuration> readerSplitConfigs = new ArrayList<Configuration>();
+            
+            String project = this.originalConfig.getString(Key.PROJECT);
+            String topic = this.originalConfig.getString(Key.TOPIC);
+            
+            List<ShardEntry> shardEntrys = DatahubReaderUtils.getShardsWithRetry(this.datahubClient, project, topic);
+            if (shardEntrys == null || shardEntrys.isEmpty() || shardEntrys.size() == 0) {
+                throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "Project [" + project + "] Topic [" + topic + "] has no shards, please check !");       
+            }
+            
+            for (ShardEntry shardEntry : shardEntrys) {
+                Configuration splitedConfig = this.originalConfig.clone();
+                splitedConfig.set(Key.SHARDID, shardEntry.getShardId());
+                readerSplitConfigs.add(splitedConfig);
+            }
+            
+            LOG.info("split() ok and end...");
+            return readerSplitConfigs;
+        }
+        
+    }
+    
+    public static class Task extends Reader.Task {
+        private static final Logger LOG = LoggerFactory.getLogger(Task.class);
+        
+        private Configuration taskConfig;
+        
+        private String accessId;
+        private String accessKey;
+        private String endpoint;
+        private String project;
+        private String topic;
+        private String shardId;
+        private Long beginTimestampMillis;
+        private Long endTimestampMillis;
+        private int batchSize;
+        private List<String> columns;
+        private RecordSchema schema;
+        private String timeStampUnit;
+        
+        DatahubClient datahubClient;
+        
+        @Override
+        public void init() {
+            this.taskConfig = super.getPluginJobConf();
+            
+            this.accessId = this.taskConfig.getString(Key.ACCESSKEYID);
+            this.accessKey = this.taskConfig.getString(Key.ACCESSKEYSECRET);
+            this.endpoint = this.taskConfig.getString(Key.ENDPOINT);
+            this.project = this.taskConfig.getString(Key.PROJECT);
+            this.topic = this.taskConfig.getString(Key.TOPIC);
+            this.shardId = this.taskConfig.getString(Key.SHARDID);
+            this.batchSize = this.taskConfig.getInt(Key.BATCHSIZE, 1024);
+            this.timeStampUnit = this.taskConfig.getString(Key.TIMESTAMP_UNIT, "MICROSECOND");
+            try {
+                this.beginTimestampMillis = DatahubReaderUtils.getUnixTimeFromDateTime(this.taskConfig.getString(Key.BEGINDATETIME));
+            } catch (ParseException e) {                
+            }
+            
+            try {
+                this.endTimestampMillis = DatahubReaderUtils.getUnixTimeFromDateTime(this.taskConfig.getString(Key.ENDDATETIME));
+            } catch (ParseException e) {                
+            }
+            
+            this.columns = this.taskConfig.getList(Key.COLUMN, String.class);
+            
+            this.datahubClient = DatahubClientHelper.getDatahubClient(this.taskConfig);
+
+
+            this.schema = DatahubReaderUtils.getDatahubSchemaWithRetry(this.datahubClient, this.project, topic);
+            
+            LOG.info("init datahub reader task finished.project:{} topic:{} batchSize:{}", project, topic, batchSize);
+        }
+
+        @Override
+        public void destroy() {
+        }
+
+        @Override
+        public void startRead(RecordSender recordSender) {
+            LOG.info("read start");
+            
+            String beginCursor = DatahubReaderUtils.getCursorWithRetry(this.datahubClient, this.project, 
+                    this.topic, this.shardId, this.beginTimestampMillis);
+            String endCursor = DatahubReaderUtils.getCursorWithRetry(this.datahubClient, this.project, 
+                    this.topic, this.shardId, this.endTimestampMillis);
+            
+            if (beginCursor == null) {
+                LOG.info("Shard:{} has no data!", this.shardId);
+                return;
+            } else if (endCursor == null) {
+                endCursor = DatahubReaderUtils.getLatestCursorWithRetry(this.datahubClient, this.project,
+                        this.topic, this.shardId);
+            }
+            
+            String curCursor = beginCursor;
+            
+            boolean exit = false;
+            
+            while (true) {
+                
+                GetRecordsResult result = DatahubReaderUtils.getRecordsResultWithRetry(this.datahubClient, this.project, this.topic,
+                        this.shardId, this.batchSize, curCursor, this.schema);
+                                
+                List<RecordEntry> records = result.getRecords();
+                if (records.size() > 0) {
+                    for (RecordEntry record : records) {
+                        if (record.getSystemTime() >= this.endTimestampMillis) {
+                            exit = true;
+                            break;
+                        }
+                        
+                        HashMap<String, Column> dataMap = new HashMap<String, Column>();
+                        List<Field> fields = ((TupleRecordData) record.getRecordData()).getRecordSchema().getFields();
+                        for (int i = 0; i < fields.size(); i++) {
+                            Field field = fields.get(i);
+                            Column column = DatahubReaderUtils.getColumnFromField(record, field, this.timeStampUnit);
+                            dataMap.put(field.getName(), column);
+                        }
+                        
+                        Record dataxRecord = recordSender.createRecord();
+                        
+                        if (null != this.columns && 1 == this.columns.size()) {
+                            String columnsInStr = columns.get(0).toString();
+                            if ("\"*\"".equals(columnsInStr) || "*".equals(columnsInStr)) {
+                                for (int i = 0; i < fields.size(); i++) {
+                                    dataxRecord.addColumn(dataMap.get(fields.get(i).getName()));
+                                }
+
+                            } else {
+                                if (dataMap.containsKey(columnsInStr)) {
+                                    dataxRecord.addColumn(dataMap.get(columnsInStr));
+                                } else {
+                                    dataxRecord.addColumn(new StringColumn(null));
+                                }
+                            }
+                        } else {
+                            for (String col : this.columns) {
+                                if (dataMap.containsKey(col)) {
+                                    dataxRecord.addColumn(dataMap.get(col));
+                                } else {
+                                    dataxRecord.addColumn(new StringColumn(null));
+                                }
+                            }
+                        }                         
+
+                        recordSender.sendToWriter(dataxRecord);                           
+                    }
+                } else {
+                    break;
+                }
+                
+                if (exit) {
+                    break;
+                }
+                
+                curCursor = result.getNextCursor();
+            }
+            
+            
+            LOG.info("end read datahub shard...");
+        }
+        
+    }
+
+}
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReaderErrorCode.java b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReaderErrorCode.java
new file mode 100644
index 00000000..949a66f0
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReaderErrorCode.java
@@ -0,0 +1,35 @@
+package com.alibaba.datax.plugin.reader.datahubreader;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum DatahubReaderErrorCode implements ErrorCode {
+    BAD_CONFIG_VALUE("DatahubReader-00", "The value you configured is invalid."),
+    LOG_HUB_ERROR("DatahubReader-01","Datahub exception"),
+    REQUIRE_VALUE("DatahubReader-02","Missing parameters"),
+    EMPTY_LOGSTORE_VALUE("DatahubReader-03","There is no shard under this LogStore");
+
+
+    private final String code;
+    private final String description;
+
+    private DatahubReaderErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code,
+                this.description);
+    }
+}
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReaderUtils.java b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReaderUtils.java
new file mode 100644
index 00000000..6c3455df
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubReaderUtils.java
@@ -0,0 +1,200 @@
+package com.alibaba.datax.plugin.reader.datahubreader;
+
+import java.math.BigDecimal;
+import java.text.ParseException;
+import java.text.SimpleDateFormat;
+import java.util.Date;
+import java.util.List;
+import java.util.concurrent.Callable;
+
+import com.alibaba.datax.common.element.*;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.DataXCaseEnvUtil;
+import com.alibaba.datax.common.util.RetryUtil;
+
+import com.aliyun.datahub.client.DatahubClient;
+import com.aliyun.datahub.client.exception.InvalidParameterException;
+import com.aliyun.datahub.client.model.*;
+
+public class DatahubReaderUtils {
+
+    public static long getUnixTimeFromDateTime(String dateTime) throws ParseException {
+        try {
+            String format = Constant.DATETIME_FORMAT;
+            SimpleDateFormat simpleDateFormat = new SimpleDateFormat(format);
+            return simpleDateFormat.parse(dateTime).getTime();
+        } catch (ParseException ignored) {
+            throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                    "Invalid DateTime[" + dateTime + "]!");   
+        }
+    }
+    
+    public static List<ShardEntry> getShardsWithRetry(final DatahubClient datahubClient, final String project, final String topic) {
+        
+        List<ShardEntry> shards = null;
+        try {
+            shards = RetryUtil.executeWithRetry(new Callable<List<ShardEntry>>() {
+                @Override
+                public List<ShardEntry> call() throws Exception {
+                    ListShardResult listShardResult = datahubClient.listShard(project, topic);
+                    return listShardResult.getShards(); 
+                }
+            }, DataXCaseEnvUtil.getRetryTimes(7), DataXCaseEnvUtil.getRetryInterval(1000L), DataXCaseEnvUtil.getRetryExponential(true));
+            
+        } catch (Exception e) {
+            throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                    "get Shards error, please check ! detail error messsage: " + e.toString());
+        }         
+        return shards;
+    }
+    
+    public static String getCursorWithRetry(final DatahubClient datahubClient, final String project, final String topic, 
+            final String shardId, final long timestamp) {
+        
+        String cursor;
+        try {
+            cursor = RetryUtil.executeWithRetry(new Callable<String>() {
+                @Override
+                public String call() throws Exception {
+                    try {
+                        return datahubClient.getCursor(project, topic, shardId, CursorType.SYSTEM_TIME, timestamp).getCursor();
+                    } catch (InvalidParameterException e) {
+                        if (e.getErrorMessage().indexOf("Time in seek request is out of range") >= 0) {
+                            return null;
+                        } else {
+                            throw e;
+                        }
+                        
+                    }
+                }
+            }, DataXCaseEnvUtil.getRetryTimes(7), DataXCaseEnvUtil.getRetryInterval(1000L), DataXCaseEnvUtil.getRetryExponential(true));
+            
+        } catch (Exception e) {
+            throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                    "get Cursor error, please check ! detail error messsage: " + e.toString());
+        }         
+        return cursor;
+    }
+    
+    public static String getLatestCursorWithRetry(final DatahubClient datahubClient, final String project, final String topic,
+            final String shardId) {
+        
+        String cursor;
+        try {
+            cursor = RetryUtil.executeWithRetry(new Callable<String>() {
+                @Override
+                public String call() throws Exception {
+                    return datahubClient.getCursor(project, topic, shardId, CursorType.LATEST).getCursor();
+                }
+            }, DataXCaseEnvUtil.getRetryTimes(7), DataXCaseEnvUtil.getRetryInterval(1000L), DataXCaseEnvUtil.getRetryExponential(true));
+            
+        } catch (Exception e) {
+            throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                    "get Cursor error, please check ! detail error messsage: " + e.toString());
+        }         
+        return cursor;
+    }    
+    
+    public static RecordSchema getDatahubSchemaWithRetry(final DatahubClient datahubClient, final String project, final String topic) {
+        
+        RecordSchema schema;
+        try {
+            schema = RetryUtil.executeWithRetry(new Callable<RecordSchema>() {
+                @Override
+                public RecordSchema call() throws Exception {
+                    return datahubClient.getTopic(project, topic).getRecordSchema();
+                }
+            }, DataXCaseEnvUtil.getRetryTimes(7), DataXCaseEnvUtil.getRetryInterval(1000L), DataXCaseEnvUtil.getRetryExponential(true));
+            
+        } catch (Exception e) {
+            throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                    "get Topic Schema error, please check ! detail error messsage: " + e.toString());
+        }         
+        return schema;
+    } 
+    
+    public static GetRecordsResult getRecordsResultWithRetry(final DatahubClient datahubClient, final String project,
+            final String topic, final String shardId, final int batchSize, final String cursor, final RecordSchema schema) {
+        
+        GetRecordsResult result;
+        try  {
+            result = RetryUtil.executeWithRetry(new Callable<GetRecordsResult>() {
+                @Override
+                public GetRecordsResult call() throws Exception {
+                    return datahubClient.getRecords(project, topic, shardId, schema, cursor, batchSize);
+                }
+            }, DataXCaseEnvUtil.getRetryTimes(7), DataXCaseEnvUtil.getRetryInterval(1000L), DataXCaseEnvUtil.getRetryExponential(true));
+            
+        } catch (Exception e) {
+            throw DataXException.asDataXException(DatahubReaderErrorCode.BAD_CONFIG_VALUE,
+                    "get Record Result error, please check ! detail error messsage: " + e.toString());
+        }     
+        return result;
+        
+    }
+    
+    public static Column getColumnFromField(RecordEntry record, Field field, String timeStampUnit) {
+        Column col = null;
+        TupleRecordData o = (TupleRecordData) record.getRecordData();
+
+        switch (field.getType()) {
+            case SMALLINT:
+                Short shortValue = ((Short) o.getField(field.getName()));
+                col = new LongColumn(shortValue == null ? null: shortValue.longValue());
+                break;
+            case INTEGER:
+                col = new LongColumn((Integer) o.getField(field.getName()));
+                break;
+            case BIGINT: {
+                col = new LongColumn((Long) o.getField(field.getName()));
+                break;
+            }
+            case TINYINT: {
+                Byte byteValue = ((Byte) o.getField(field.getName()));
+                col = new LongColumn(byteValue == null ? null : byteValue.longValue());
+                break;
+            }
+            case BOOLEAN: {
+                col = new BoolColumn((Boolean) o.getField(field.getName()));
+                break;
+            }
+            case FLOAT:
+                col = new DoubleColumn((Float) o.getField(field.getName()));
+                break;
+            case DOUBLE: {
+                col = new DoubleColumn((Double) o.getField(field.getName()));
+                break;
+            }
+            case STRING: {
+                col = new StringColumn((String) o.getField(field.getName()));
+                break;
+            }
+            case DECIMAL: {
+                BigDecimal value = (BigDecimal) o.getField(field.getName());
+                col = new DoubleColumn(value == null ? null : value.doubleValue());
+                break;
+            }
+            case TIMESTAMP: {
+                Long value = (Long) o.getField(field.getName());
+
+                if ("MILLISECOND".equals(timeStampUnit)) {
+                    // MILLISECOND, 13位精度，直接 new Date()
+                    col = new DateColumn(value == null ? null : new Date(value));
+                }
+                else if ("SECOND".equals(timeStampUnit)){
+                    col = new DateColumn(value == null ? null : new Date(value * 1000));
+                }
+                else {
+                    // 默认都是 MICROSECOND, 16位精度， 和之前的逻辑保持一致。
+                    col = new DateColumn(value == null ? null : new Date(value / 1000));
+                }
+                break;
+            }
+            default:
+                throw new RuntimeException("Unknown column type: " + field.getType());
+        }
+        
+        return col;
+    }
+    
+}
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubWriterErrorCode.java b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubWriterErrorCode.java
new file mode 100644
index 00000000..c8633ea8
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubWriterErrorCode.java
@@ -0,0 +1,37 @@
+package com.alibaba.datax.plugin.reader.datahubreader;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+import com.alibaba.datax.common.util.MessageSource;
+
+public enum DatahubWriterErrorCode implements ErrorCode {
+    MISSING_REQUIRED_VALUE("DatahubWriter-01", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.missing_required_value")),
+    INVALID_CONFIG_VALUE("DatahubWriter-02", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.invalid_config_value")),
+    GET_TOPOIC_INFO_FAIL("DatahubWriter-03", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.get_topic_info_fail")),
+    WRITE_DATAHUB_FAIL("DatahubWriter-04", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.write_datahub_fail")),
+    SCHEMA_NOT_MATCH("DatahubWriter-05", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.schema_not_match")),
+    ;
+
+    private final String code;
+    private final String description;
+
+    private DatahubWriterErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code,
+                this.description);
+    }
+}
\ No newline at end of file
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/Key.java b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/Key.java
new file mode 100644
index 00000000..3cb84b4b
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/Key.java
@@ -0,0 +1,35 @@
+package com.alibaba.datax.plugin.reader.datahubreader;
+
+public final class Key {
+
+    /**
+     * 此处声明插件用到的需要插件使用者提供的配置项
+     */
+    public static final String ENDPOINT = "endpoint";
+
+    public static final String ACCESSKEYID = "accessId";
+
+    public static final String ACCESSKEYSECRET = "accessKey";
+
+    public static final String PROJECT = "project";
+    
+    public static final String TOPIC = "topic";
+        
+    public static final String BEGINDATETIME = "beginDateTime";
+    
+    public static final String ENDDATETIME = "endDateTime";
+
+    public static final String BATCHSIZE = "batchSize";
+    
+    public static final String COLUMN = "column";
+    
+    public static final String SHARDID = "shardId";
+
+    public static final String CONFIG_KEY_ENDPOINT = "endpoint";
+    public static final String CONFIG_KEY_ACCESS_ID = "accessId";
+    public static final String CONFIG_KEY_ACCESS_KEY = "accessKey";
+
+
+    public static final String TIMESTAMP_UNIT = "timeStampUnit";
+    
+}
\ No newline at end of file
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings.properties b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings.properties
new file mode 100644
index 00000000..e85c8ab3
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings.properties
@@ -0,0 +1,5 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_en_US.properties b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_en_US.properties
new file mode 100644
index 00000000..31a291e6
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_en_US.properties
@@ -0,0 +1,5 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.
\ No newline at end of file
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_ja_JP.properties b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_ja_JP.properties
new file mode 100644
index 00000000..31a291e6
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_ja_JP.properties
@@ -0,0 +1,5 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.
\ No newline at end of file
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_CN.properties b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_CN.properties
new file mode 100644
index 00000000..31a291e6
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_CN.properties
@@ -0,0 +1,5 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.
\ No newline at end of file
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_HK.properties b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_HK.properties
new file mode 100644
index 00000000..c6a3a0e0
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_HK.properties
@@ -0,0 +1,9 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.errorcode.missing_required_value=您缺失了必須填寫的參數值.
+errorcode.invalid_config_value=您的參數配寘錯誤.
+errorcode.get_topic_info_fail=獲取shard清單失敗.
+errorcode.write_datahub_fail=寫數據失敗.
+errorcode.schema_not_match=數據格式錯誤.
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_TW.properties b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_TW.properties
new file mode 100644
index 00000000..c6a3a0e0
--- /dev/null
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/LocalStrings_zh_TW.properties
@@ -0,0 +1,9 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.errorcode.missing_required_value=您缺失了必須填寫的參數值.
+errorcode.invalid_config_value=您的參數配寘錯誤.
+errorcode.get_topic_info_fail=獲取shard清單失敗.
+errorcode.write_datahub_fail=寫數據失敗.
+errorcode.schema_not_match=數據格式錯誤.
diff --git a/datahubreader/src/main/resources/job_config_template.json b/datahubreader/src/main/resources/job_config_template.json
new file mode 100644
index 00000000..eaf89804
--- /dev/null
+++ b/datahubreader/src/main/resources/job_config_template.json
@@ -0,0 +1,14 @@
+{
+    "name": "datahubreader",
+    "parameter": {
+        "endpoint":"",
+        "accessId": "",
+        "accessKey": "",
+        "project": "",
+        "topic": "",
+        "beginDateTime": "20180913121019",
+        "endDateTime": "20180913121119",
+        "batchSize": 1024,
+        "column": []
+    }
+}
\ No newline at end of file
diff --git a/datahubreader/src/main/resources/plugin.json b/datahubreader/src/main/resources/plugin.json
new file mode 100644
index 00000000..47b1c86b
--- /dev/null
+++ b/datahubreader/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+    "name": "datahubreader",
+    "class": "com.alibaba.datax.plugin.reader.datahubreader.DatahubReader",
+    "description": "datahub reader",
+    "developer": "alibaba"
+}
\ No newline at end of file
diff --git a/datahubwriter/pom.xml b/datahubwriter/pom.xml
new file mode 100644
index 00000000..1ee1fe9b
--- /dev/null
+++ b/datahubwriter/pom.xml
@@ -0,0 +1,79 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>datahubwriter</artifactId>
+
+    <version>0.0.1-SNAPSHOT</version>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>ch.qos.logback</groupId>
+            <artifactId>logback-classic</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.aliyun.datahub</groupId>
+            <artifactId>aliyun-sdk-datahub</artifactId>
+            <version>2.21.6-public</version>
+        </dependency>
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <version>4.12</version>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <!-- assembly plugin -->
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
diff --git a/datahubwriter/src/main/assembly/package.xml b/datahubwriter/src/main/assembly/package.xml
new file mode 100644
index 00000000..aaef9f99
--- /dev/null
+++ b/datahubwriter/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly
+        xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+            </includes>
+            <outputDirectory>plugin/writer/datahubwriter</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>datahubwriter-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/writer/datahubwriter</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/writer/datahubwriter/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubClientHelper.java b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubClientHelper.java
new file mode 100644
index 00000000..2d94212c
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubClientHelper.java
@@ -0,0 +1,43 @@
+package com.alibaba.datax.plugin.writer.datahubwriter;
+
+import org.apache.commons.lang3.StringUtils;
+
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.TypeReference;
+import com.aliyun.datahub.client.DatahubClient;
+import com.aliyun.datahub.client.DatahubClientBuilder;
+import com.aliyun.datahub.client.auth.Account;
+import com.aliyun.datahub.client.auth.AliyunAccount;
+import com.aliyun.datahub.client.common.DatahubConfig;
+import com.aliyun.datahub.client.http.HttpConfig;
+
+public class DatahubClientHelper {
+    public static DatahubClient getDatahubClient(Configuration jobConfig) {
+        String accessId = jobConfig.getNecessaryValue(Key.CONFIG_KEY_ACCESS_ID,
+                DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+        String accessKey = jobConfig.getNecessaryValue(Key.CONFIG_KEY_ACCESS_KEY,
+                DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+        String endpoint = jobConfig.getNecessaryValue(Key.CONFIG_KEY_ENDPOINT,
+                DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+        Account account = new AliyunAccount(accessId, accessKey);
+        // 是否开启二进制传输，服务端2.12版本开始支持
+        boolean enableBinary = jobConfig.getBool("enableBinary", false);
+        DatahubConfig datahubConfig = new DatahubConfig(endpoint, account, enableBinary);
+        // HttpConfig可不设置，不设置时采用默认值
+        // 读写数据推荐打开网络传输 LZ4压缩
+        HttpConfig httpConfig = null;
+        String httpConfigStr = jobConfig.getString("httpConfig");
+        if (StringUtils.isNotBlank(httpConfigStr)) {
+            httpConfig = JSON.parseObject(httpConfigStr, new TypeReference<HttpConfig>() {
+            });
+        }
+
+        DatahubClientBuilder builder = DatahubClientBuilder.newBuilder().setDatahubConfig(datahubConfig);
+        if (null != httpConfig) {
+            builder.setHttpConfig(httpConfig);
+        }
+        DatahubClient datahubClient = builder.build();
+        return datahubClient;
+    }
+}
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriter.java b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriter.java
new file mode 100644
index 00000000..f6dc1105
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriter.java
@@ -0,0 +1,355 @@
+package com.alibaba.datax.plugin.writer.datahubwriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.DataXCaseEnvUtil;
+import com.alibaba.datax.common.util.RetryUtil;
+import com.alibaba.fastjson.JSON;
+import com.aliyun.datahub.client.DatahubClient;
+import com.aliyun.datahub.client.model.FieldType;
+import com.aliyun.datahub.client.model.GetTopicResult;
+import com.aliyun.datahub.client.model.ListShardResult;
+import com.aliyun.datahub.client.model.PutErrorEntry;
+import com.aliyun.datahub.client.model.PutRecordsResult;
+import com.aliyun.datahub.client.model.RecordEntry;
+import com.aliyun.datahub.client.model.RecordSchema;
+import com.aliyun.datahub.client.model.RecordType;
+import com.aliyun.datahub.client.model.ShardEntry;
+import com.aliyun.datahub.client.model.ShardState;
+import com.aliyun.datahub.client.model.TupleRecordData;
+
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Random;
+import java.util.concurrent.Callable;
+
+public class DatahubWriter extends Writer {
+
+    /**
+     * Job 中的方法仅执行一次，Task 中方法会由框架启动多个 Task 线程并行执行。
+     * <p/>
+     * 整个 Writer 执行流程是：
+     * <pre>
+     * Job类init-->prepare-->split
+     *
+     *                          Task类init-->prepare-->startWrite-->post-->destroy
+     *                          Task类init-->prepare-->startWrite-->post-->destroy
+     *
+     *                                                                            Job类post-->destroy
+     * </pre>
+     */
+    public static class Job extends Writer.Job {
+        private static final Logger LOG = LoggerFactory
+                .getLogger(Job.class);
+
+        private Configuration jobConfig = null;
+
+        @Override
+        public void init() {
+            this.jobConfig = super.getPluginJobConf();
+            jobConfig.getNecessaryValue(Key.CONFIG_KEY_ENDPOINT, DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+            jobConfig.getNecessaryValue(Key.CONFIG_KEY_ACCESS_ID, DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+            jobConfig.getNecessaryValue(Key.CONFIG_KEY_ACCESS_KEY, DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+            jobConfig.getNecessaryValue(Key.CONFIG_KEY_PROJECT, DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+            jobConfig.getNecessaryValue(Key.CONFIG_KEY_TOPIC, DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+        }
+        
+        @Override
+        public void prepare() {
+            String project = jobConfig.getNecessaryValue(Key.CONFIG_KEY_PROJECT,
+                    DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+            String topic = jobConfig.getNecessaryValue(Key.CONFIG_KEY_TOPIC,
+                    DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+            RecordType recordType = null;
+            DatahubClient client = DatahubClientHelper.getDatahubClient(this.jobConfig);
+            try {
+                GetTopicResult getTopicResult = client.getTopic(project, topic);
+                recordType = getTopicResult.getRecordType();
+            } catch (Exception e) {
+                LOG.warn("get topic type error: {}", e.getMessage());
+            }
+            if (null != recordType) {
+                if (recordType == RecordType.BLOB) {
+                    throw DataXException.asDataXException(DatahubWriterErrorCode.WRITE_DATAHUB_FAIL,
+                            "DatahubWriter only support 'Tuple' RecordType now, but your RecordType is 'BLOB'");
+                }
+            }
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            List<Configuration> configs = new ArrayList<Configuration>();
+            for (int i = 0; i < mandatoryNumber; ++i) {
+                configs.add(jobConfig.clone());
+            }
+            return configs;
+        }
+
+        @Override
+        public void post() {}
+
+        @Override
+        public void destroy() {}
+
+    }
+
+    public static class Task extends Writer.Task {
+        private static final Logger LOG = LoggerFactory
+                .getLogger(Task.class);
+        private static final List<String> FATAL_ERRORS_DEFAULT = Arrays.asList(
+                "InvalidParameterM",
+                "MalformedRecord",
+                "INVALID_SHARDID",
+                "NoSuchTopic",
+                "NoSuchShard"
+        );
+
+        private Configuration taskConfig;
+        private DatahubClient client;
+        private String project;
+        private String topic;
+        private List<String> shards;
+        private int maxCommitSize;
+        private int maxRetryCount;
+        private RecordSchema schema;
+        private long retryInterval;
+        private Random random;
+        private List<String> column;
+        private List<Integer> columnIndex;
+        private boolean enableColumnConfig;
+        private List<String> fatalErrors;
+        
+        @Override
+        public void init() {
+            this.taskConfig = super.getPluginJobConf();
+            project = taskConfig.getNecessaryValue(Key.CONFIG_KEY_PROJECT, DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+            topic = taskConfig.getNecessaryValue(Key.CONFIG_KEY_TOPIC, DatahubWriterErrorCode.MISSING_REQUIRED_VALUE);
+            maxCommitSize = taskConfig.getInt(Key.CONFIG_KEY_MAX_COMMIT_SIZE, 1024*1024);
+            maxRetryCount = taskConfig.getInt(Key.CONFIG_KEY_MAX_RETRY_COUNT, 500);
+            this.retryInterval = taskConfig.getInt(Key.RETRY_INTERVAL, 650);
+            this.random = new Random();
+            this.column = this.taskConfig.getList(Key.CONFIG_KEY_COLUMN, String.class);
+            // ["*"]
+            if (null != this.column && 1 == this.column.size()) {
+                if (StringUtils.equals("*", this.column.get(0))) {
+                    this.column = null;
+                }
+            } 
+            this.columnIndex = new ArrayList<Integer>();
+            // 留个开关保平安
+            this.enableColumnConfig = this.taskConfig.getBool("enableColumnConfig", true);
+            this.fatalErrors = this.taskConfig.getList("fatalErrors", Task.FATAL_ERRORS_DEFAULT, String.class);
+            this.client = DatahubClientHelper.getDatahubClient(this.taskConfig);
+        }
+
+        @Override
+        public void prepare() {
+            final String shardIdConfig = this.taskConfig.getString(Key.CONFIG_KEY_SHARD_ID);
+            this.shards = new ArrayList<String>();
+            try {
+                RetryUtil.executeWithRetry(new Callable<Void>() {
+                    @Override
+                    public Void call() throws Exception {
+                        ListShardResult result = client.listShard(project, topic);
+                        if (StringUtils.isNotBlank(shardIdConfig)) {
+                            shards.add(shardIdConfig);
+                        } else {
+                            for (ShardEntry shard : result.getShards()) {
+                                if (shard.getState() == ShardState.ACTIVE || shard.getState() == ShardState.OPENING) {
+                                    shards.add(shard.getShardId());
+                                }
+                            }
+                        }
+                        schema = client.getTopic(project, topic).getRecordSchema();
+                        return null;
+                    }
+                }, DataXCaseEnvUtil.getRetryTimes(5), DataXCaseEnvUtil.getRetryInterval(10000L), DataXCaseEnvUtil.getRetryExponential(false));
+                } catch (Exception e) {
+                    throw DataXException.asDataXException(DatahubWriterErrorCode.GET_TOPOIC_INFO_FAIL,
+                            "get topic info failed", e);
+                }
+            LOG.info("datahub topic {} shard to write: {}", this.topic, JSON.toJSONString(this.shards));
+            LOG.info("datahub topic {} has schema: {}", this.topic, JSON.toJSONString(this.schema));
+            
+            // 根据 schmea 顺序 和用户配置的 column，计算写datahub的顺序关系，以支持列换序
+            // 后续统一使用 columnIndex 的顺位关系写 datahub
+            int totalSize = this.schema.getFields().size();
+            if (null != this.column && !this.column.isEmpty() && this.enableColumnConfig) {
+                for (String eachCol : this.column) {
+                    int indexFound = -1;
+                    for (int i = 0; i < totalSize; i++) {
+                        // warn: 大小写ignore
+                        if (StringUtils.equalsIgnoreCase(eachCol, this.schema.getField(i).getName())) {
+                            indexFound = i;
+                            break;
+                        }
+                    }
+                    if (indexFound >= 0) {
+                        this.columnIndex.add(indexFound);
+                    } else {
+                        throw DataXException.asDataXException(DatahubWriterErrorCode.SCHEMA_NOT_MATCH,
+                                String.format("can not find column %s in datahub topic %s", eachCol, this.topic));
+                    }
+                }
+            } else {
+                for (int i = 0; i < totalSize; i++) {
+                    this.columnIndex.add(i);
+                }
+            }
+        }
+
+        @Override
+        public void startWrite(RecordReceiver recordReceiver) {
+            Record record;
+            List<RecordEntry> records = new ArrayList<RecordEntry>();
+            String shardId = null;
+            if (1 == this.shards.size()) {
+                shardId = shards.get(0);
+            } else {
+                shardId = shards.get(this.random.nextInt(shards.size()));
+            }
+            int commitSize = 0;
+            try {
+                while ((record = recordReceiver.getFromReader()) != null) {
+                    RecordEntry dhRecord = convertRecord(record, shardId);
+                    if (dhRecord != null) {
+                        records.add(dhRecord);
+                    }
+                    commitSize += record.getByteSize();
+                    if (commitSize >= maxCommitSize) {
+                        commit(records);
+                        records.clear();
+                        commitSize = 0;
+                        if (1 == this.shards.size()) {
+                            shardId = shards.get(0);
+                        } else {
+                            shardId = shards.get(this.random.nextInt(shards.size()));
+                        }
+                    }
+                }
+                if (commitSize > 0) {
+                    commit(records);
+                }
+            } catch (Exception e) {
+                throw DataXException.asDataXException(
+                        DatahubWriterErrorCode.WRITE_DATAHUB_FAIL, e);
+            }
+        }
+
+        @Override
+        public void post() {}
+
+        @Override
+        public void destroy() {}
+
+        private void commit(List<RecordEntry> records) throws InterruptedException {
+            PutRecordsResult result = client.putRecords(project, topic, records);
+            if (result.getFailedRecordCount() > 0) {
+                for (int i = 0; i < maxRetryCount; ++i) {
+                    boolean limitExceededMessagePrinted = false;
+                    for (PutErrorEntry error : result.getPutErrorEntries()) {
+                        // 如果是 LimitExceeded 这样打印日志，不能每行记录打印一次了
+                        if (StringUtils.equalsIgnoreCase("LimitExceeded", error.getErrorcode())) {
+                            if (!limitExceededMessagePrinted) {
+                                LOG.warn("write record error, request id: {}, error code: {}, error message: {}",
+                                        result.getRequestId(), error.getErrorcode(), error.getMessage());
+                                limitExceededMessagePrinted = true;
+                            }
+                        } else {
+                            LOG.error("write record error, request id: {}, error code: {}, error message: {}",
+                                    result.getRequestId(), error.getErrorcode(), error.getMessage());
+                        }
+                        if (this.fatalErrors.contains(error.getErrorcode())) {
+                            throw DataXException.asDataXException(
+                                    DatahubWriterErrorCode.WRITE_DATAHUB_FAIL,
+                                    error.getMessage());
+                        }
+                    }
+                    
+                    if (this.retryInterval >= 0) {
+                        Thread.sleep(this.retryInterval);
+                    } else {
+                        Thread.sleep(new Random().nextInt(700) + 300);
+                    }
+                   
+                    result = client.putRecords(project, topic, result.getFailedRecords());
+                    if (result.getFailedRecordCount() == 0) {
+                        return;
+                    }
+                }
+                throw DataXException.asDataXException(
+                        DatahubWriterErrorCode.WRITE_DATAHUB_FAIL,
+                        "write datahub failed");
+            }
+        }
+
+        private RecordEntry convertRecord(Record dxRecord, String shardId) {
+            try {
+                RecordEntry dhRecord = new RecordEntry();
+                dhRecord.setShardId(shardId);
+                TupleRecordData data = new TupleRecordData(this.schema);
+                for (int i = 0; i < this.columnIndex.size(); ++i) {
+                    int orderInSchema = this.columnIndex.get(i);
+                    FieldType type = this.schema.getField(orderInSchema).getType();
+                    Column column = dxRecord.getColumn(i);
+                    switch (type) {
+                        case BIGINT:
+                            data.setField(orderInSchema, column.asLong());
+                            break;
+                        case DOUBLE:
+                            data.setField(orderInSchema, column.asDouble());
+                            break;
+                        case STRING:
+                            data.setField(orderInSchema, column.asString());
+                            break;
+                        case BOOLEAN:
+                            data.setField(orderInSchema, column.asBoolean());
+                            break;
+                        case TIMESTAMP:
+                            if (null == column.asDate()) {
+                                data.setField(orderInSchema, null);
+                            } else {
+                                data.setField(orderInSchema, column.asDate().getTime() * 1000);
+                            }
+                            break;
+                        case DECIMAL:
+                            // warn
+                            data.setField(orderInSchema, column.asBigDecimal());
+                            break;
+                        case INTEGER:
+                            data.setField(orderInSchema, column.asLong());
+                            break;
+                        case FLOAT:
+                            data.setField(orderInSchema, column.asDouble());
+                            break;
+                        case TINYINT:
+                            data.setField(orderInSchema, column.asLong());
+                            break;
+                        case SMALLINT:
+                            data.setField(orderInSchema, column.asLong());
+                            break;
+                        default:
+                            throw DataXException.asDataXException(
+                                    DatahubWriterErrorCode.SCHEMA_NOT_MATCH,
+                                    String.format("does not support type: %s", type));
+                    }
+                }
+                dhRecord.setRecordData(data);
+                return dhRecord;
+            } catch (Exception e) {
+                super.getTaskPluginCollector().collectDirtyRecord(dxRecord, e, "convert recor failed");
+            }
+            return null;
+        }
+    }
+
+}
\ No newline at end of file
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriterErrorCode.java b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriterErrorCode.java
new file mode 100644
index 00000000..ad03abd1
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriterErrorCode.java
@@ -0,0 +1,37 @@
+package com.alibaba.datax.plugin.writer.datahubwriter;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+import com.alibaba.datax.common.util.MessageSource;
+
+public enum DatahubWriterErrorCode implements ErrorCode {
+    MISSING_REQUIRED_VALUE("DatahubWriter-01", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.missing_required_value")),
+    INVALID_CONFIG_VALUE("DatahubWriter-02", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.invalid_config_value")),
+    GET_TOPOIC_INFO_FAIL("DatahubWriter-03", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.get_topic_info_fail")),
+    WRITE_DATAHUB_FAIL("DatahubWriter-04", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.write_datahub_fail")),
+    SCHEMA_NOT_MATCH("DatahubWriter-05", MessageSource.loadResourceBundle(DatahubWriterErrorCode.class).message("errorcode.schema_not_match")),
+    ;
+
+    private final String code;
+    private final String description;
+
+    private DatahubWriterErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code,
+                this.description);
+    }
+}
\ No newline at end of file
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/Key.java b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/Key.java
new file mode 100644
index 00000000..5f179234
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/Key.java
@@ -0,0 +1,26 @@
+package com.alibaba.datax.plugin.writer.datahubwriter;
+
+public final class Key {
+
+    /**
+     * 此处声明插件用到的需要插件使用者提供的配置项
+     */
+    public static final String CONFIG_KEY_ENDPOINT = "endpoint";
+    public static final String CONFIG_KEY_ACCESS_ID = "accessId";
+    public static final String CONFIG_KEY_ACCESS_KEY = "accessKey";
+    public static final String CONFIG_KEY_PROJECT = "project";
+    public static final String CONFIG_KEY_TOPIC = "topic";
+    public static final String CONFIG_KEY_WRITE_MODE = "mode";
+    public static final String CONFIG_KEY_SHARD_ID = "shardId";
+    public static final String CONFIG_KEY_MAX_COMMIT_SIZE = "maxCommitSize";
+    public static final String CONFIG_KEY_MAX_RETRY_COUNT = "maxRetryCount";
+
+    public static final String CONFIG_VALUE_SEQUENCE_MODE = "sequence";
+    public static final String CONFIG_VALUE_RANDOM_MODE = "random";
+    
+    public final static String MAX_RETRY_TIME = "maxRetryTime";
+    
+    public final static String RETRY_INTERVAL = "retryInterval";
+    
+    public final static String CONFIG_KEY_COLUMN = "column";
+}
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings.properties b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings.properties
new file mode 100644
index 00000000..e85c8ab3
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings.properties
@@ -0,0 +1,5 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_en_US.properties b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_en_US.properties
new file mode 100644
index 00000000..31a291e6
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_en_US.properties
@@ -0,0 +1,5 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.
\ No newline at end of file
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_ja_JP.properties b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_ja_JP.properties
new file mode 100644
index 00000000..31a291e6
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_ja_JP.properties
@@ -0,0 +1,5 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.
\ No newline at end of file
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_CN.properties b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_CN.properties
new file mode 100644
index 00000000..31a291e6
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_CN.properties
@@ -0,0 +1,5 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.
\ No newline at end of file
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_HK.properties b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_HK.properties
new file mode 100644
index 00000000..c6a3a0e0
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_HK.properties
@@ -0,0 +1,9 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.errorcode.missing_required_value=您缺失了必須填寫的參數值.
+errorcode.invalid_config_value=您的參數配寘錯誤.
+errorcode.get_topic_info_fail=獲取shard清單失敗.
+errorcode.write_datahub_fail=寫數據失敗.
+errorcode.schema_not_match=數據格式錯誤.
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_TW.properties b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_TW.properties
new file mode 100644
index 00000000..c6a3a0e0
--- /dev/null
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/LocalStrings_zh_TW.properties
@@ -0,0 +1,9 @@
+errorcode.missing_required_value=\u60A8\u7F3A\u5931\u4E86\u5FC5\u987B\u586B\u5199\u7684\u53C2\u6570\u503C.
+errorcode.invalid_config_value=\u60A8\u7684\u53C2\u6570\u914D\u7F6E\u9519\u8BEF.
+errorcode.get_topic_info_fail=\u83B7\u53D6shard\u5217\u8868\u5931\u8D25.
+errorcode.write_datahub_fail=\u5199\u6570\u636E\u5931\u8D25.
+errorcode.schema_not_match=\u6570\u636E\u683C\u5F0F\u9519\u8BEF.errorcode.missing_required_value=您缺失了必須填寫的參數值.
+errorcode.invalid_config_value=您的參數配寘錯誤.
+errorcode.get_topic_info_fail=獲取shard清單失敗.
+errorcode.write_datahub_fail=寫數據失敗.
+errorcode.schema_not_match=數據格式錯誤.
diff --git a/datahubwriter/src/main/resources/job_config_template.json b/datahubwriter/src/main/resources/job_config_template.json
new file mode 100644
index 00000000..8b0b41ae
--- /dev/null
+++ b/datahubwriter/src/main/resources/job_config_template.json
@@ -0,0 +1,14 @@
+{
+    "name": "datahubwriter",
+    "parameter": {
+        "endpoint":"",
+        "accessId": "",
+        "accessKey": "",
+        "project": "",
+        "topic": "",
+        "mode": "random",
+        "shardId": "",
+        "maxCommitSize": 524288,
+        "maxRetryCount": 500
+    }
+}
\ No newline at end of file
diff --git a/datahubwriter/src/main/resources/plugin.json b/datahubwriter/src/main/resources/plugin.json
new file mode 100644
index 00000000..91c17292
--- /dev/null
+++ b/datahubwriter/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+    "name": "datahubwriter",
+    "class": "com.alibaba.datax.plugin.writer.datahubwriter.DatahubWriter",
+    "description": "datahub writer",
+    "developer": "alibaba"
+}
\ No newline at end of file
diff --git a/elasticsearchwriter/pom.xml b/elasticsearchwriter/pom.xml
index a60dbd88..8699c6e5 100644
--- a/elasticsearchwriter/pom.xml
+++ b/elasticsearchwriter/pom.xml
@@ -35,12 +35,12 @@
         <dependency>
             <groupId>io.searchbox</groupId>
             <artifactId>jest-common</artifactId>
-            <version>2.4.0</version>
+            <version>6.3.1</version>
         </dependency>
         <dependency>
             <groupId>io.searchbox</groupId>
             <artifactId>jest</artifactId>
-            <version>2.4.0</version>
+            <version>6.3.1</version>
         </dependency>
         <dependency>
             <groupId>joda-time</groupId>
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESClient.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESClient.java
deleted file mode 100644
index 34bb7e54..00000000
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESClient.java
+++ /dev/null
@@ -1,236 +0,0 @@
-package com.alibaba.datax.plugin.writer.elasticsearchwriter;
-
-import com.google.gson.Gson;
-import com.google.gson.JsonElement;
-import com.google.gson.JsonObject;
-import com.google.gson.JsonParser;
-import io.searchbox.action.Action;
-import io.searchbox.client.JestClient;
-import io.searchbox.client.JestClientFactory;
-import io.searchbox.client.JestResult;
-import io.searchbox.client.config.HttpClientConfig;
-import io.searchbox.client.config.HttpClientConfig.Builder;
-import io.searchbox.core.Bulk;
-import io.searchbox.indices.CreateIndex;
-import io.searchbox.indices.DeleteIndex;
-import io.searchbox.indices.IndicesExists;
-import io.searchbox.indices.aliases.*;
-import io.searchbox.indices.mapping.PutMapping;
-import org.apache.http.HttpHost;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.io.IOException;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Map;
-import java.util.concurrent.TimeUnit;
-
-/**
- * Created by xiongfeng.bxf on 17/2/8.
- */
-public class ESClient {
-    private static final Logger log = LoggerFactory.getLogger(ESClient.class);
-
-    private JestClient jestClient;
-
-    public JestClient getClient() {
-        return jestClient;
-    }
-
-    public void createClient(String endpoint,
-                                   String user,
-                                   String passwd,
-                                   boolean multiThread,
-                                   int readTimeout,
-                                   boolean compression,
-                                   boolean discovery) {
-
-        JestClientFactory factory = new JestClientFactory();
-        Builder httpClientConfig = new HttpClientConfig
-                .Builder(endpoint)
-                .setPreemptiveAuth(new HttpHost(endpoint))
-                .multiThreaded(multiThread)
-                .connTimeout(30000)
-                .readTimeout(readTimeout)
-                .maxTotalConnection(200)
-                .requestCompressionEnabled(compression)
-                .discoveryEnabled(discovery)
-                .discoveryFrequency(5l, TimeUnit.MINUTES);
-
-        if (!("".equals(user) || "".equals(passwd))) {
-            httpClientConfig.defaultCredentials(user, passwd);
-        }
-
-        factory.setHttpClientConfig(httpClientConfig.build());
-
-        jestClient = factory.getObject();
-    }
-
-    public boolean indicesExists(String indexName) throws Exception {
-        boolean isIndicesExists = false;
-        JestResult rst = jestClient.execute(new IndicesExists.Builder(indexName).build());
-        if (rst.isSucceeded()) {
-            isIndicesExists = true;
-        } else {
-            switch (rst.getResponseCode()) {
-                case 404:
-                    isIndicesExists = false;
-                    break;
-                case 401:
-                    // 无权访问
-                default:
-                    log.warn(rst.getErrorMessage());
-                    break;
-            }
-        }
-        return isIndicesExists;
-    }
-
-    public boolean deleteIndex(String indexName) throws Exception {
-        log.info("delete index " + indexName);
-        if (indicesExists(indexName)) {
-            JestResult rst = execute(new DeleteIndex.Builder(indexName).build());
-            if (!rst.isSucceeded()) {
-                return false;
-            }
-        } else {
-            log.info("index cannot found, skip delete " + indexName);
-        }
-        return true;
-    }
-
-    public boolean createIndex(String indexName, String typeName,
-                               Object mappings, String settings, boolean dynamic) throws Exception {
-        JestResult rst = null;
-        if (!indicesExists(indexName)) {
-            log.info("create index " + indexName);
-            rst = jestClient.execute(
-                    new CreateIndex.Builder(indexName)
-                            .settings(settings)
-                            .setParameter("master_timeout", "5m")
-                            .build()
-            );
-            //index_already_exists_exception
-            if (!rst.isSucceeded()) {
-                if (getStatus(rst) == 400) {
-                    log.info(String.format("index [%s] already exists", indexName));
-                    return true;
-                } else {
-                    log.error(rst.getErrorMessage());
-                    return false;
-                }
-            } else {
-                log.info(String.format("create [%s] index success", indexName));
-            }
-        }
-
-        int idx = 0;
-        while (idx < 5) {
-            if (indicesExists(indexName)) {
-                break;
-            }
-            Thread.sleep(2000);
-            idx ++;
-        }
-        if (idx >= 5) {
-            return false;
-        }
-
-        if (dynamic) {
-            log.info("ignore mappings");
-            return true;
-        }
-        log.info("create mappings for " + indexName + "  " + mappings);
-        rst = jestClient.execute(new PutMapping.Builder(indexName, typeName, mappings)
-                .setParameter("master_timeout", "5m").build());
-        if (!rst.isSucceeded()) {
-            if (getStatus(rst) == 400) {
-                log.info(String.format("index [%s] mappings already exists", indexName));
-            } else {
-                log.error(rst.getErrorMessage());
-                return false;
-            }
-        } else {
-            log.info(String.format("index [%s] put mappings success", indexName));
-        }
-        return true;
-    }
-
-    public JestResult execute(Action<JestResult> clientRequest) throws Exception {
-        JestResult rst = null;
-        rst = jestClient.execute(clientRequest);
-        if (!rst.isSucceeded()) {
-            //log.warn(rst.getErrorMessage());
-        }
-        return rst;
-    }
-
-    public Integer getStatus(JestResult rst) {
-        JsonObject jsonObject = rst.getJsonObject();
-        if (jsonObject.has("status")) {
-            return jsonObject.get("status").getAsInt();
-        }
-        return 600;
-    }
-
-    public boolean isBulkResult(JestResult rst) {
-        JsonObject jsonObject = rst.getJsonObject();
-        return jsonObject.has("items");
-    }
-
-
-    public boolean alias(String indexname, String aliasname, boolean needClean) throws IOException {
-        GetAliases getAliases = new GetAliases.Builder().addIndex(aliasname).build();
-        AliasMapping addAliasMapping = new AddAliasMapping.Builder(indexname, aliasname).build();
-        JestResult rst = jestClient.execute(getAliases);
-        log.info(rst.getJsonString());
-        List<AliasMapping> list = new ArrayList<AliasMapping>();
-        if (rst.isSucceeded()) {
-            JsonParser jp = new JsonParser();
-            JsonObject jo = (JsonObject)jp.parse(rst.getJsonString());
-            for(Map.Entry<String, JsonElement> entry : jo.entrySet()){
-                String tindex = entry.getKey();
-                if (indexname.equals(tindex)) {
-                    continue;
-                }
-                AliasMapping m = new RemoveAliasMapping.Builder(tindex, aliasname).build();
-                String s = new Gson().toJson(m.getData());
-                log.info(s);
-                if (needClean) {
-                    list.add(m);
-                }
-            }
-        }
-
-        ModifyAliases modifyAliases = new ModifyAliases.Builder(addAliasMapping).addAlias(list).setParameter("master_timeout", "5m").build();
-        rst = jestClient.execute(modifyAliases);
-        if (!rst.isSucceeded()) {
-            log.error(rst.getErrorMessage());
-            return false;
-        }
-        return true;
-    }
-
-    public JestResult bulkInsert(Bulk.Builder bulk, int trySize) throws Exception {
-        // es_rejected_execution_exception
-        // illegal_argument_exception
-        // cluster_block_exception
-        JestResult rst = null;
-        rst = jestClient.execute(bulk.build());
-        if (!rst.isSucceeded()) {
-            log.warn(rst.getErrorMessage());
-        }
-        return rst;
-    }
-
-    /**
-     * 关闭JestClient客户端
-     *
-     */
-    public void closeJestClient() {
-        if (jestClient != null) {
-            jestClient.shutdownClient();
-        }
-    }
-}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESColumn.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESColumn.java
deleted file mode 100644
index 8990d77c..00000000
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESColumn.java
+++ /dev/null
@@ -1,65 +0,0 @@
-package com.alibaba.datax.plugin.writer.elasticsearchwriter;
-
-/**
- * Created by xiongfeng.bxf on 17/3/2.
- */
-public class ESColumn {
-
-    private String name;//: "appkey",
-
-    private String type;//": "TEXT",
-
-    private String timezone;
-
-    private String format;
-
-    private Boolean array;
-
-    public void setName(String name) {
-        this.name = name;
-    }
-
-    public void setType(String type) {
-        this.type = type;
-    }
-
-    public void setTimeZone(String timezone) {
-        this.timezone = timezone;
-    }
-
-    public void setFormat(String format) {
-        this.format = format;
-    }
-
-    public String getName() {
-        return name;
-    }
-
-    public String getType() {
-        return type;
-    }
-
-    public String getTimezone() {
-        return timezone;
-    }
-
-    public String getFormat() {
-        return format;
-    }
-
-    public void setTimezone(String timezone) {
-        this.timezone = timezone;
-    }
-
-    public Boolean isArray() {
-        return array;
-    }
-
-    public void setArray(Boolean array) {
-        this.array = array;
-    }
-
-    public Boolean getArray() {
-        return array;
-    }
-}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESWriter.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESWriter.java
deleted file mode 100644
index eb0e9a81..00000000
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESWriter.java
+++ /dev/null
@@ -1,460 +0,0 @@
-package com.alibaba.datax.plugin.writer.elasticsearchwriter;
-
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.plugin.RecordReceiver;
-import com.alibaba.datax.common.spi.Writer;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.common.util.RetryUtil;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
-import com.alibaba.fastjson.TypeReference;
-import io.searchbox.client.JestResult;
-import io.searchbox.core.Bulk;
-import io.searchbox.core.BulkResult;
-import io.searchbox.core.Index;
-import org.joda.time.DateTime;
-import org.joda.time.DateTimeZone;
-import org.joda.time.format.DateTimeFormat;
-import org.joda.time.format.DateTimeFormatter;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.io.IOException;
-import java.net.URLEncoder;
-import java.util.*;
-import java.util.concurrent.Callable;
-
-public class ESWriter extends Writer {
-    private final static String WRITE_COLUMNS = "write_columns";
-
-    public static class Job extends Writer.Job {
-        private static final Logger log = LoggerFactory.getLogger(Job.class);
-
-        private Configuration conf = null;
-
-        @Override
-        public void init() {
-            this.conf = super.getPluginJobConf();
-        }
-
-        @Override
-        public void prepare() {
-            /**
-             * 注意：此方法仅执行一次。
-             * 最佳实践：如果 Job 中有需要进行数据同步之前的处理，可以在此处完成，如果没有必要则可以直接去掉。
-             */
-            ESClient esClient = new ESClient();
-            esClient.createClient(Key.getEndpoint(conf),
-                    Key.getAccessID(conf),
-                    Key.getAccessKey(conf),
-                    false,
-                    300000,
-                    false,
-                    false);
-
-            String indexName = Key.getIndexName(conf);
-            String typeName = Key.getTypeName(conf);
-            boolean dynamic = Key.getDynamic(conf);
-            String mappings = genMappings(typeName);
-            String settings = JSONObject.toJSONString(
-                    Key.getSettings(conf)
-            );
-            log.info(String.format("index:[%s], type:[%s], mappings:[%s]", indexName, typeName, mappings));
-
-            try {
-                boolean isIndicesExists = esClient.indicesExists(indexName);
-                if (Key.isCleanup(this.conf) && isIndicesExists) {
-                    esClient.deleteIndex(indexName);
-                }
-                // 强制创建,内部自动忽略已存在的情况
-                if (!esClient.createIndex(indexName, typeName, mappings, settings, dynamic)) {
-                    throw new IOException("create index or mapping failed");
-                }
-            } catch (Exception ex) {
-                throw DataXException.asDataXException(ESWriterErrorCode.ES_MAPPINGS, ex.toString());
-            }
-            esClient.closeJestClient();
-        }
-
-        private String genMappings(String typeName) {
-            String mappings = null;
-            Map<String, Object> propMap = new HashMap<String, Object>();
-            List<ESColumn> columnList = new ArrayList<ESColumn>();
-
-            List column = conf.getList("column");
-            if (column != null) {
-                for (Object col : column) {
-                    JSONObject jo = JSONObject.parseObject(col.toString());
-                    String colName = jo.getString("name");
-                    String colTypeStr = jo.getString("type");
-                    if (colTypeStr == null) {
-                        throw DataXException.asDataXException(ESWriterErrorCode.BAD_CONFIG_VALUE, col.toString() + " column must have type");
-                    }
-                    ESFieldType colType = ESFieldType.getESFieldType(colTypeStr);
-                    if (colType == null) {
-                        throw DataXException.asDataXException(ESWriterErrorCode.BAD_CONFIG_VALUE, col.toString() + " unsupported type");
-                    }
-
-                    ESColumn columnItem = new ESColumn();
-
-                    if (colName.equals(Key.PRIMARY_KEY_COLUMN_NAME)) {
-                        // 兼容已有版本
-                        colType = ESFieldType.ID;
-                        colTypeStr = "id";
-                    }
-
-                    columnItem.setName(colName);
-                    columnItem.setType(colTypeStr);
-
-                    if (colType == ESFieldType.ID) {
-                        columnList.add(columnItem);
-                        // 如果是id,则properties为空
-                        continue;
-                    }
-
-                    Boolean array = jo.getBoolean("array");
-                    if (array != null) {
-                        columnItem.setArray(array);
-                    }
-                    Map<String, Object> field = new HashMap<String, Object>();
-                    field.put("type", colTypeStr);
-                    //https://www.elastic.co/guide/en/elasticsearch/reference/5.2/breaking_50_mapping_changes.html#_literal_index_literal_property
-                    // https://www.elastic.co/guide/en/elasticsearch/guide/2.x/_deep_dive_on_doc_values.html#_disabling_doc_values
-                    field.put("doc_values", jo.getBoolean("doc_values"));
-                    field.put("ignore_above", jo.getInteger("ignore_above"));
-                    field.put("index", jo.getBoolean("index"));
-
-                    switch (colType) {
-                        case STRING:
-                            // 兼容string类型,ES5之前版本
-                            break;
-                        case KEYWORD:
-                            // https://www.elastic.co/guide/en/elasticsearch/reference/current/tune-for-search-speed.html#_warm_up_global_ordinals
-                            field.put("eager_global_ordinals", jo.getBoolean("eager_global_ordinals"));
-                        case TEXT:
-                            field.put("analyzer", jo.getString("analyzer"));
-                            // 优化disk使用,也同步会提高index性能
-                            // https://www.elastic.co/guide/en/elasticsearch/reference/current/tune-for-disk-usage.html
-                            field.put("norms", jo.getBoolean("norms"));
-                            field.put("index_options", jo.getBoolean("index_options"));
-                            break;
-                        case DATE:
-                            columnItem.setTimeZone(jo.getString("timezone"));
-                            columnItem.setFormat(jo.getString("format"));
-                            // 后面时间会处理为带时区的标准时间,所以不需要给ES指定格式
-                            /*
-                            if (jo.getString("format") != null) {
-                                field.put("format", jo.getString("format"));
-                            } else {
-                                //field.put("format", "strict_date_optional_time||epoch_millis||yyyy-MM-dd HH:mm:ss||yyyy-MM-dd");
-                            }
-                            */
-                            break;
-                        case GEO_SHAPE:
-                            field.put("tree", jo.getString("tree"));
-                            field.put("precision", jo.getString("precision"));
-                        default:
-                            break;
-                    }
-                    propMap.put(colName, field);
-                    columnList.add(columnItem);
-                }
-            }
-
-            conf.set(WRITE_COLUMNS, JSON.toJSONString(columnList));
-
-            log.info(JSON.toJSONString(columnList));
-
-            Map<String, Object> rootMappings = new HashMap<String, Object>();
-            Map<String, Object> typeMappings = new HashMap<String, Object>();
-            typeMappings.put("properties", propMap);
-            rootMappings.put(typeName, typeMappings);
-
-            mappings = JSON.toJSONString(rootMappings);
-
-            if (mappings == null || "".equals(mappings)) {
-                throw DataXException.asDataXException(ESWriterErrorCode.BAD_CONFIG_VALUE, "must have mappings");
-            }
-
-            return mappings;
-        }
-
-        @Override
-        public List<Configuration> split(int mandatoryNumber) {
-            List<Configuration> configurations = new ArrayList<Configuration>(mandatoryNumber);
-            for (int i = 0; i < mandatoryNumber; i++) {
-                configurations.add(conf);
-            }
-            return configurations;
-        }
-
-        @Override
-        public void post() {
-            ESClient esClient = new ESClient();
-            esClient.createClient(Key.getEndpoint(conf),
-                    Key.getAccessID(conf),
-                    Key.getAccessKey(conf),
-                    false,
-                    300000,
-                    false,
-                    false);
-            String alias = Key.getAlias(conf);
-            if (!"".equals(alias)) {
-                log.info(String.format("alias [%s] to [%s]", alias, Key.getIndexName(conf)));
-                try {
-                    esClient.alias(Key.getIndexName(conf), alias, Key.isNeedCleanAlias(conf));
-                } catch (IOException e) {
-                    throw DataXException.asDataXException(ESWriterErrorCode.ES_ALIAS_MODIFY, e);
-                }
-            }
-        }
-
-        @Override
-        public void destroy() {
-
-        }
-    }
-
-    public static class Task extends Writer.Task {
-
-        private static final Logger log = LoggerFactory.getLogger(Job.class);
-
-        private Configuration conf;
-
-
-        ESClient esClient = null;
-        private List<ESFieldType> typeList;
-        private List<ESColumn> columnList;
-
-        private int trySize;
-        private int batchSize;
-        private String index;
-        private String type;
-        private String splitter;
-
-        @Override
-        public void init() {
-            this.conf = super.getPluginJobConf();
-            index = Key.getIndexName(conf);
-            type = Key.getTypeName(conf);
-
-            trySize = Key.getTrySize(conf);
-            batchSize = Key.getBatchSize(conf);
-            splitter = Key.getSplitter(conf);
-            columnList = JSON.parseObject(this.conf.getString(WRITE_COLUMNS), new TypeReference<List<ESColumn>>() {
-            });
-
-            typeList = new ArrayList<ESFieldType>();
-
-            for (ESColumn col : columnList) {
-                typeList.add(ESFieldType.getESFieldType(col.getType()));
-            }
-
-            esClient = new ESClient();
-        }
-
-        @Override
-        public void prepare() {
-            esClient.createClient(Key.getEndpoint(conf),
-                    Key.getAccessID(conf),
-                    Key.getAccessKey(conf),
-                    Key.isMultiThread(conf),
-                    Key.getTimeout(conf),
-                    Key.isCompression(conf),
-                    Key.isDiscovery(conf));
-        }
-
-        @Override
-        public void startWrite(RecordReceiver recordReceiver) {
-            List<Record> writerBuffer = new ArrayList<Record>(this.batchSize);
-            Record record = null;
-            long total = 0;
-            while ((record = recordReceiver.getFromReader()) != null) {
-                writerBuffer.add(record);
-                if (writerBuffer.size() >= this.batchSize) {
-                    total += doBatchInsert(writerBuffer);
-                    writerBuffer.clear();
-                }
-            }
-
-            if (!writerBuffer.isEmpty()) {
-                total += doBatchInsert(writerBuffer);
-                writerBuffer.clear();
-            }
-
-            String msg = String.format("task end, write size :%d", total);
-            getTaskPluginCollector().collectMessage("writesize", String.valueOf(total));
-            log.info(msg);
-            esClient.closeJestClient();
-        }
-
-        private String getDateStr(ESColumn esColumn, Column column) {
-            DateTime date = null;
-            DateTimeZone dtz = DateTimeZone.getDefault();
-            if (esColumn.getTimezone() != null) {
-                // 所有时区参考 http://www.joda.org/joda-time/timezones.html
-                dtz = DateTimeZone.forID(esColumn.getTimezone());
-            }
-            if (column.getType() != Column.Type.DATE && esColumn.getFormat() != null) {
-                DateTimeFormatter formatter = DateTimeFormat.forPattern(esColumn.getFormat());
-                date = formatter.withZone(dtz).parseDateTime(column.asString());
-                return date.toString();
-            } else if (column.getType() == Column.Type.DATE) {
-                date = new DateTime(column.asLong(), dtz);
-                return date.toString();
-            } else {
-                return column.asString();
-            }
-        }
-
-        private long doBatchInsert(final List<Record> writerBuffer) {
-            Map<String, Object> data = null;
-            final Bulk.Builder bulkaction = new Bulk.Builder().defaultIndex(this.index).defaultType(this.type);
-            for (Record record : writerBuffer) {
-                data = new HashMap<String, Object>();
-                String id = null;
-                for (int i = 0; i < record.getColumnNumber(); i++) {
-                    Column column = record.getColumn(i);
-                    String columnName = columnList.get(i).getName();
-                    ESFieldType columnType = typeList.get(i);
-                    //如果是数组类型，那它传入的必是字符串类型
-                    if (columnList.get(i).isArray() != null && columnList.get(i).isArray()) {
-                        String[] dataList = column.asString().split(splitter);
-                        if (!columnType.equals(ESFieldType.DATE)) {
-                            data.put(columnName, dataList);
-                        } else {
-                            for (int pos = 0; pos < dataList.length; pos++) {
-                                dataList[pos] = getDateStr(columnList.get(i), column);
-                            }
-                            data.put(columnName, dataList);
-                        }
-                    } else {
-                        switch (columnType) {
-                            case ID:
-                                if (id != null) {
-                                    id += record.getColumn(i).asString();
-                                } else {
-                                    id = record.getColumn(i).asString();
-                                }
-                                break;
-                            case DATE:
-                                try {
-                                    String dateStr = getDateStr(columnList.get(i), column);
-                                    data.put(columnName, dateStr);
-                                } catch (Exception e) {
-                                    getTaskPluginCollector().collectDirtyRecord(record, String.format("时间类型解析失败 [%s:%s] exception: %s", columnName, column.toString(), e.toString()));
-                                }
-                                break;
-                            case KEYWORD:
-                            case STRING:
-                            case TEXT:
-                            case IP:
-                            case GEO_POINT:
-                                data.put(columnName, column.asString());
-                                break;
-                            case BOOLEAN:
-                                data.put(columnName, column.asBoolean());
-                                break;
-                            case BYTE:
-                            case BINARY:
-                                data.put(columnName, column.asBytes());
-                                break;
-                            case LONG:
-                                data.put(columnName, column.asLong());
-                                break;
-                            case INTEGER:
-                                data.put(columnName, column.asBigInteger());
-                                break;
-                            case SHORT:
-                                data.put(columnName, column.asBigInteger());
-                                break;
-                            case FLOAT:
-                            case DOUBLE:
-                                data.put(columnName, column.asDouble());
-                                break;
-                            case NESTED:
-                            case OBJECT:
-                            case GEO_SHAPE:
-                                data.put(columnName, JSON.parse(column.asString()));
-                                break;
-                            default:
-                                getTaskPluginCollector().collectDirtyRecord(record, "类型错误:不支持的类型:" + columnType + " " + columnName);
-                        }
-                    }
-                }
-
-                if (id == null) {
-                    //id = UUID.randomUUID().toString();
-                    bulkaction.addAction(new Index.Builder(data).build());
-                } else {
-                    bulkaction.addAction(new Index.Builder(data).id(id).build());
-                }
-            }
-
-            try {
-                return RetryUtil.executeWithRetry(new Callable<Integer>() {
-                    @Override
-                    public Integer call() throws Exception {
-                        JestResult jestResult = esClient.bulkInsert(bulkaction, 1);
-                        if (jestResult.isSucceeded()) {
-                            return writerBuffer.size();
-                        }
-
-                        String msg = String.format("response code: [%d] error :[%s]", jestResult.getResponseCode(), jestResult.getErrorMessage());
-                        log.warn(msg);
-                        if (esClient.isBulkResult(jestResult)) {
-                            BulkResult brst = (BulkResult) jestResult;
-                            List<BulkResult.BulkResultItem> failedItems = brst.getFailedItems();
-                            for (BulkResult.BulkResultItem item : failedItems) {
-                                if (item.status != 400) {
-                                    // 400 BAD_REQUEST  如果非数据异常,请求异常,则不允许忽略
-                                    throw DataXException.asDataXException(ESWriterErrorCode.ES_INDEX_INSERT, String.format("status:[%d], error: %s", item.status, item.error));
-                                } else {
-                                    // 如果用户选择不忽略解析错误,则抛异常,默认为忽略
-                                    if (!Key.isIgnoreParseError(conf)) {
-                                        throw DataXException.asDataXException(ESWriterErrorCode.ES_INDEX_INSERT, String.format("status:[%d], error: %s, config not ignoreParseError so throw this error", item.status, item.error));
-                                    }
-                                }
-                            }
-
-                            List<BulkResult.BulkResultItem> items = brst.getItems();
-                            for (int idx = 0; idx < items.size(); ++idx) {
-                                BulkResult.BulkResultItem item = items.get(idx);
-                                if (item.error != null && !"".equals(item.error)) {
-                                    getTaskPluginCollector().collectDirtyRecord(writerBuffer.get(idx), String.format("status:[%d], error: %s", item.status, item.error));
-                                }
-                            }
-                            return writerBuffer.size() - brst.getFailedItems().size();
-                        } else {
-                            Integer status = esClient.getStatus(jestResult);
-                            switch (status) {
-                                case 429: //TOO_MANY_REQUESTS
-                                    log.warn("server response too many requests, so auto reduce speed");
-                                    break;
-                            }
-                            throw DataXException.asDataXException(ESWriterErrorCode.ES_INDEX_INSERT, jestResult.getErrorMessage());
-                        }
-                    }
-                }, trySize, 60000L, true);
-            } catch (Exception e) {
-                if (Key.isIgnoreWriteError(this.conf)) {
-                    log.warn(String.format("重试[%d]次写入失败，忽略该错误，继续写入!", trySize));
-                } else {
-                    throw DataXException.asDataXException(ESWriterErrorCode.ES_INDEX_INSERT, e);
-                }
-            }
-            return 0;
-        }
-
-        @Override
-        public void post() {
-        }
-
-        @Override
-        public void destroy() {
-            esClient.closeJestClient();
-        }
-    }
-}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESWriterErrorCode.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESWriterErrorCode.java
deleted file mode 100644
index 59dcbd0a..00000000
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESWriterErrorCode.java
+++ /dev/null
@@ -1,37 +0,0 @@
-package com.alibaba.datax.plugin.writer.elasticsearchwriter;
-
-import com.alibaba.datax.common.spi.ErrorCode;
-
-public enum ESWriterErrorCode implements ErrorCode {
-    BAD_CONFIG_VALUE("ESWriter-00", "您配置的值不合法."),
-    ES_INDEX_DELETE("ESWriter-01", "删除index错误."),
-    ES_INDEX_CREATE("ESWriter-02", "创建index错误."),
-    ES_MAPPINGS("ESWriter-03", "mappings错误."),
-    ES_INDEX_INSERT("ESWriter-04", "插入数据错误."),
-    ES_ALIAS_MODIFY("ESWriter-05", "别名修改错误."),
-    ;
-
-    private final String code;
-    private final String description;
-
-    ESWriterErrorCode(String code, String description) {
-        this.code = code;
-        this.description = description;
-    }
-
-    @Override
-    public String getCode() {
-        return this.code;
-    }
-
-    @Override
-    public String getDescription() {
-        return this.description;
-    }
-
-    @Override
-    public String toString() {
-        return String.format("Code:[%s], Description:[%s]. ", this.code,
-                this.description);
-    }
-}
\ No newline at end of file
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java
new file mode 100644
index 00000000..12ac3dd9
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java
@@ -0,0 +1,312 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.writer.elasticsearchwriter.jest.ClusterInfo;
+import com.alibaba.datax.plugin.writer.elasticsearchwriter.jest.ClusterInfoResult;
+import com.alibaba.datax.plugin.writer.elasticsearchwriter.jest.PutMapping7;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONObject;
+import com.google.gson.Gson;
+import com.google.gson.JsonElement;
+import com.google.gson.JsonObject;
+import com.google.gson.JsonParser;
+import io.searchbox.action.Action;
+import io.searchbox.client.JestClient;
+import io.searchbox.client.JestClientFactory;
+import io.searchbox.client.JestResult;
+import io.searchbox.client.config.HttpClientConfig;
+import io.searchbox.client.config.HttpClientConfig.Builder;
+import io.searchbox.core.Bulk;
+import io.searchbox.indices.CreateIndex;
+import io.searchbox.indices.DeleteIndex;
+import io.searchbox.indices.IndicesExists;
+import io.searchbox.indices.aliases.*;
+import io.searchbox.indices.mapping.GetMapping;
+import io.searchbox.indices.mapping.PutMapping;
+
+import io.searchbox.indices.settings.GetSettings;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.ArrayList;
+import java.util.Arrays;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+
+/**
+ * Created by xiongfeng.bxf on 17/2/8.
+ */
+public class ElasticSearchClient {
+    private static final Logger LOGGER = LoggerFactory.getLogger(ElasticSearchClient.class);
+    
+    private JestClient jestClient;
+    private Configuration conf;
+
+    public JestClient getClient() {
+        return jestClient;
+    }
+
+    public ElasticSearchClient(Configuration conf) {
+        this.conf = conf;
+        String endpoint = Key.getEndpoint(conf);
+        String user = Key.getUsername(conf);
+        String passwd = Key.getPassword(conf);
+        boolean multiThread = Key.isMultiThread(conf);
+        int readTimeout = Key.getTimeout(conf);
+        boolean compression = Key.isCompression(conf);
+        boolean discovery = Key.isDiscovery(conf);
+        String discoveryFilter = Key.getDiscoveryFilter(conf);
+        int totalConnection = this.conf.getInt("maxTotalConnection", 200);
+        JestClientFactory factory = new JestClientFactory();
+        Builder httpClientConfig = new HttpClientConfig
+                .Builder(endpoint)
+//                .setPreemptiveAuth(new HttpHost(endpoint))
+                .multiThreaded(multiThread)
+                .connTimeout(readTimeout)
+                .readTimeout(readTimeout)
+                .maxTotalConnection(totalConnection)
+                .requestCompressionEnabled(compression)
+                .discoveryEnabled(discovery)
+                .discoveryFrequency(5L, TimeUnit.MINUTES)
+                .discoveryFilter(discoveryFilter);
+        if (!(StringUtils.isBlank(user) || StringUtils.isBlank(passwd))) {
+            // 匿名登录
+            httpClientConfig.defaultCredentials(user, passwd);
+        }
+        factory.setHttpClientConfig(httpClientConfig.build());
+        this.jestClient = factory.getObject();
+    }
+
+    public boolean indicesExists(String indexName) throws Exception {
+        boolean isIndicesExists = false;
+        JestResult rst = execute(new IndicesExists.Builder(indexName).build());
+        if (rst.isSucceeded()) {
+            isIndicesExists = true;
+        } else {
+            LOGGER.warn("IndicesExists got ResponseCode: {} ErrorMessage: {}", rst.getResponseCode(), rst.getErrorMessage());
+            switch (rst.getResponseCode()) {
+                case 404:
+                    isIndicesExists = false;
+                    break;
+                case 401:
+                    // 无权访问
+                default:
+                    LOGGER.warn(rst.getErrorMessage());
+                    break;
+            }
+        }
+        return isIndicesExists;
+    }
+
+    public boolean deleteIndex(String indexName) throws Exception {
+        LOGGER.info("delete index {}", indexName);
+        if (indicesExists(indexName)) {
+            JestResult rst = execute(new DeleteIndex.Builder(indexName).build());
+            if (!rst.isSucceeded()) {
+                LOGGER.warn("DeleteIndex got ResponseCode: {}, ErrorMessage: {}", rst.getResponseCode(), rst.getErrorMessage());
+                return false;
+            } else {
+                LOGGER.info("delete index {} success", indexName);
+            }
+        } else {
+            LOGGER.info("index cannot found, skip delete index {}", indexName);
+        }
+        return true;
+    }
+
+    public boolean isGreaterOrEqualThan7() throws Exception {
+        try {
+            ClusterInfoResult result = execute(new ClusterInfo.Builder().build());
+            LOGGER.info("ClusterInfoResult: {}", result.getJsonString());
+            return result.isGreaterOrEqualThan7();
+        }catch(Exception e) {
+            LOGGER.warn(e.getMessage());
+            return false;
+        }
+    }
+
+    /**
+     * 获取索引的settings
+     * @param indexName 索引名
+     * @return 设置
+     */
+    public String getIndexSettings(String indexName) {
+        GetSettings.Builder builder = new GetSettings.Builder();
+        builder.addIndex(indexName);
+        GetSettings getSettings = builder.build();
+        try {
+            LOGGER.info("begin GetSettings for index: {}", indexName);
+            JestResult result = this.execute(getSettings);
+            return result.getJsonString();
+        } catch (Exception e) {
+            String message = "GetSettings for index error: " + e.getMessage();
+            LOGGER.warn(message, e);
+            throw DataXException.asDataXException(ElasticSearchWriterErrorCode.ES_GET_SETTINGS, e.getMessage(), e);
+        }
+    }
+
+    public boolean createIndexIfNotExists(String indexName, String typeName,
+                               Object mappings, String settings,
+                               boolean dynamic, boolean isGreaterOrEqualThan7) throws Exception {
+        JestResult rst;
+        if (!indicesExists(indexName)) {
+            LOGGER.info("create index {}", indexName);
+            rst = execute(
+                    new CreateIndex.Builder(indexName)
+                            .settings(settings)
+                            .setParameter("master_timeout", Key.getMasterTimeout(this.conf))
+                            .build()
+            );
+            //index_already_exists_exception
+            if (!rst.isSucceeded()) {
+                LOGGER.warn("CreateIndex got ResponseCode: {}, ErrorMessage: {}", rst.getResponseCode(), rst.getErrorMessage());
+                if (getStatus(rst) == 400) {
+                    LOGGER.info(String.format("index {} already exists", indexName));
+                    return true;
+                } else {
+                    return false;
+                }
+            } else {
+                LOGGER.info("create {} index success", indexName);
+            }
+        }
+
+        if (dynamic) {
+            LOGGER.info("dynamic is true, ignore mappings");
+            return true;
+        }
+        LOGGER.info("create mappings for {}  {}", indexName, mappings);
+        //如果大于7.x，mapping的PUT请求URI中不能带type，并且mapping设置中不能带有嵌套结构
+        if (isGreaterOrEqualThan7) {
+            rst = execute(new PutMapping7.Builder(indexName, mappings).
+                setParameter("master_timeout", Key.getMasterTimeout(this.conf)).build());
+        } else {
+            rst = execute(new PutMapping.Builder(indexName, typeName, mappings)
+                .setParameter("master_timeout", Key.getMasterTimeout(this.conf)).build());
+        }
+        if (!rst.isSucceeded()) {
+            LOGGER.error("PutMapping got ResponseCode: {}, ErrorMessage: {}", rst.getResponseCode(), rst.getErrorMessage());
+            return false;
+        } else {
+            LOGGER.info("index {} put mappings success", indexName);
+        }
+        return true;
+    }
+
+    public <T extends JestResult> T execute(Action<T> clientRequest) throws IOException {
+        T rst = jestClient.execute(clientRequest);
+        if (!rst.isSucceeded()) {
+            LOGGER.warn(rst.getJsonString());
+        }
+        return rst;
+    }
+
+    public Integer getStatus(JestResult rst) {
+        JsonObject jsonObject = rst.getJsonObject();
+        if (jsonObject.has("status")) {
+            return jsonObject.get("status").getAsInt();
+        }
+        return 600;
+    }
+
+    public boolean isBulkResult(JestResult rst) {
+        JsonObject jsonObject = rst.getJsonObject();
+        return jsonObject.has("items");
+    }
+
+
+    public boolean alias(String indexname, String aliasname, boolean needClean) throws IOException {
+        GetAliases getAliases = new GetAliases.Builder().addIndex(aliasname).build();
+        AliasMapping addAliasMapping = new AddAliasMapping.Builder(indexname, aliasname).build();
+        JestResult rst = null;
+        List<AliasMapping> list = new ArrayList<AliasMapping>();
+        if (needClean) {
+            rst = execute(getAliases);
+            if (rst.isSucceeded()) {
+                JsonParser jp = new JsonParser();
+                JsonObject jo = (JsonObject) jp.parse(rst.getJsonString());
+                for (Map.Entry<String, JsonElement> entry : jo.entrySet()) {
+                    String tindex = entry.getKey();
+                    if (indexname.equals(tindex)) {
+                        continue;
+                    }
+                    AliasMapping m = new RemoveAliasMapping.Builder(tindex, aliasname).build();
+                    String s = new Gson().toJson(m.getData());
+                    LOGGER.info(s);
+                    list.add(m);
+                }
+            }
+        }
+
+        ModifyAliases modifyAliases = new ModifyAliases.Builder(addAliasMapping).addAlias(list).setParameter("master_timeout", Key.getMasterTimeout(this.conf)).build();
+        rst = execute(modifyAliases);
+        if (!rst.isSucceeded()) {
+            LOGGER.error(rst.getErrorMessage());
+            throw new IOException(rst.getErrorMessage());
+        }
+        return true;
+    }
+    
+    /**
+     * 获取index的mapping
+     */
+    public String getIndexMapping(String indexName) {
+        GetMapping.Builder builder = new GetMapping.Builder();
+        builder.addIndex(indexName);
+        GetMapping getMapping = builder.build();
+        try {
+            LOGGER.info("begin GetMapping for index: {}", indexName);
+            JestResult result = this.execute(getMapping);
+            return result.getJsonString();
+        } catch (Exception e) {
+            String message = "GetMapping for index error: " + e.getMessage();
+            LOGGER.warn(message, e);
+            throw DataXException.asDataXException(ElasticSearchWriterErrorCode.ES_MAPPINGS, e.getMessage(), e);
+        }
+    }
+    
+    public String getMappingForIndexType(String indexName, String typeName) {
+        String indexMapping = this.getIndexMapping(indexName);
+        JSONObject indexMappingInJson = JSON.parseObject(indexMapping);
+        List<String> paths = Arrays.asList(indexName, "mappings");
+        JSONObject properties = JsonPathUtil.getJsonObject(paths, indexMappingInJson);
+        JSONObject propertiesParent = properties;
+        if (StringUtils.isNotBlank(typeName) && properties.containsKey(typeName)) {
+            propertiesParent = (JSONObject) properties.get(typeName);
+        }
+        JSONObject mapping = (JSONObject) propertiesParent.get("properties");
+        return JSON.toJSONString(mapping);
+    }
+
+    public JestResult bulkInsert(Bulk.Builder bulk) throws Exception {
+        // es_rejected_execution_exception
+        // illegal_argument_exception
+        // cluster_block_exception
+        JestResult rst = null;
+        rst = execute(bulk.build());
+        if (!rst.isSucceeded()) {
+            LOGGER.warn(rst.getErrorMessage());
+        }
+        return rst;
+    }
+
+    /**
+     * 关闭JestClient客户端
+     *
+     */
+    public void closeJestClient() {
+        if (jestClient != null) {
+            try {
+                // jestClient.shutdownClient();
+                jestClient.close();
+            } catch (IOException e) {
+                LOGGER.warn("ignore error: ", e.getMessage());
+            }
+
+        }
+    }
+}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchColumn.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchColumn.java
new file mode 100644
index 00000000..a27b15b2
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchColumn.java
@@ -0,0 +1,126 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter;
+
+import java.util.List;
+
+/**
+ * Created by xiongfeng.bxf on 17/3/2.
+ */
+public class ElasticSearchColumn {
+
+    private String name;//: "appkey",
+
+    private String type;//": "TEXT",
+
+    private String timezone;
+
+    /**
+     * 源头数据格式化处理，datax做的事情
+     */
+    private String format;
+
+    /**
+     * 目标端格式化，es原生支持的格式
+     */
+    private String dstFormat;
+
+    private boolean array;
+
+    /**
+     * 是否使用目标端(ES原生)数组类型
+     *
+     * 默认是false
+     */
+    private boolean dstArray = false;
+
+    private boolean jsonArray;
+
+    private boolean origin;
+
+    private List<String> combineFields;
+
+    private String combineFieldsValueSeparator = "-";
+
+    public String getCombineFieldsValueSeparator() {
+        return combineFieldsValueSeparator;
+    }
+
+    public void setCombineFieldsValueSeparator(String combineFieldsValueSeparator) {
+        this.combineFieldsValueSeparator = combineFieldsValueSeparator;
+    }
+
+    public List<String> getCombineFields() {
+        return combineFields;
+    }
+
+    public void setCombineFields(List<String> combineFields) {
+        this.combineFields = combineFields;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public void setType(String type) {
+        this.type = type;
+    }
+
+    public void setTimeZone(String timezone) {
+        this.timezone = timezone;
+    }
+
+    public void setFormat(String format) {
+        this.format = format;
+    }
+
+    public String getName() {
+        return name;
+    }
+
+    public String getType() {
+        return type;
+    }
+
+    public boolean isOrigin() { return origin; }
+
+    public void setOrigin(boolean origin) { this.origin = origin; }
+
+    public String getTimezone() {
+        return timezone;
+    }
+
+    public String getFormat() {
+        return format;
+    }
+
+    public void setTimezone(String timezone) {
+        this.timezone = timezone;
+    }
+
+    public boolean isArray() {
+        return array;
+    }
+
+    public void setArray(boolean array) {
+        this.array = array;
+    }
+
+    public boolean isJsonArray() {return jsonArray;}
+
+    public void setJsonArray(boolean jsonArray) {this.jsonArray = jsonArray;}
+
+    public String getDstFormat() {
+        return dstFormat;
+    }
+
+    public void setDstFormat(String dstFormat) {
+        this.dstFormat = dstFormat;
+    }
+
+    public boolean isDstArray() {
+        return dstArray;
+    }
+
+    public void setDstArray(boolean dstArray) {
+        this.dstArray = dstArray;
+    }
+}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESFieldType.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchFieldType.java
similarity index 73%
rename from elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESFieldType.java
rename to elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchFieldType.java
index 14b09689..22c3ee6b 100644
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ESFieldType.java
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchFieldType.java
@@ -3,8 +3,11 @@ package com.alibaba.datax.plugin.writer.elasticsearchwriter;
 /**
  * Created by xiongfeng.bxf on 17/3/1.
  */
-public enum ESFieldType {
+public enum ElasticSearchFieldType {
     ID,
+    PARENT,
+    ROUTING,
+    VERSION,
     STRING,
     TEXT,
     KEYWORD,
@@ -24,20 +27,18 @@ public enum ESFieldType {
     DATE_RANGE,
     GEO_POINT,
     GEO_SHAPE,
-
     IP,
+    IP_RANGE,
     COMPLETION,
     TOKEN_COUNT,
-
-    ARRAY,
     OBJECT,
     NESTED;
 
-    public static ESFieldType getESFieldType(String type) {
+    public static ElasticSearchFieldType getESFieldType(String type) {
         if (type == null) {
             return null;
         }
-        for (ESFieldType f : ESFieldType.values()) {
+        for (ElasticSearchFieldType f : ElasticSearchFieldType.values()) {
             if (f.name().compareTo(type.toUpperCase()) == 0) {
                 return f;
             }
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriter.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriter.java
new file mode 100644
index 00000000..6236e333
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriter.java
@@ -0,0 +1,1119 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.DataXCaseEnvUtil;
+import com.alibaba.datax.common.util.RetryUtil;
+import com.alibaba.datax.plugin.writer.elasticsearchwriter.Key.ActionType;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson.serializer.SerializerFeature;
+import com.google.common.base.Joiner;
+import io.searchbox.client.JestResult;
+import io.searchbox.core.*;
+import io.searchbox.params.Parameters;
+import org.apache.commons.lang3.StringUtils;
+import org.joda.time.DateTime;
+import org.joda.time.DateTimeZone;
+import org.joda.time.format.DateTimeFormat;
+import org.joda.time.format.DateTimeFormatter;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.util.*;
+import java.util.concurrent.Callable;
+
+public class ElasticSearchWriter extends Writer {
+    private final static String WRITE_COLUMNS = "write_columns";
+
+    public static class Job extends Writer.Job {
+        private static final Logger LOGGER = LoggerFactory.getLogger(Job.class);
+
+        private Configuration conf = null;
+        int retryTimes = 3;
+        long sleepTimeInMilliSecond = 10000L;
+
+        private String settingsCache;
+
+        private void setSettings(String settings) {
+            this.settingsCache = JsonUtil.mergeJsonStr(settings, this.settingsCache);
+        }
+
+        @Override
+        public void init() {
+            this.conf = super.getPluginJobConf();
+            //LOGGER.info("conf:{}", conf);
+            this.retryTimes = this.conf.getInt("retryTimes", 3);
+            this.sleepTimeInMilliSecond = this.conf.getLong("sleepTimeInMilliSecond", 10000L);
+        }
+
+        public List<String> getIncludeSettings() {
+              return this.conf.getList("includeSettingKeys", Arrays.asList("number_of_shards", "number_of_replicas"), String.class);
+        }
+
+        /**
+         * 从es中获取的原始settings转为需要的settings
+         * @param originSettings 原始settings
+         * @return settings
+         */
+        private String convertSettings(String originSettings) {
+            if(StringUtils.isBlank(originSettings)) {
+                return null;
+            }
+            JSONObject jsonObject = JSON.parseObject(originSettings);
+            for(String key : jsonObject.keySet()) {
+                JSONObject settingsObj = jsonObject.getJSONObject(key);
+                if(settingsObj != null) {
+                    JSONObject indexObj = settingsObj.getJSONObject("settings");
+                    JSONObject settings = indexObj.getJSONObject("index");
+                    JSONObject filterSettings = new JSONObject();
+                    if(settings != null) {
+                        List<String> includeSettings = getIncludeSettings();
+                        if(includeSettings != null && includeSettings.size() > 0) {
+                            for(String includeSetting : includeSettings) {
+                                Object fieldValue = settings.get(includeSetting);
+                                if(fieldValue != null) {
+                                    filterSettings.put(includeSetting, fieldValue);
+                                }
+                            }
+                            return filterSettings.toJSONString();
+                        }
+                    }
+                }
+            }
+            return null;
+        }
+
+        @Override
+        public void prepare() {
+            /**
+             * 注意：此方法仅执行一次。
+             * 最佳实践：如果 Job 中有需要进行数据同步之前的处理，可以在此处完成，如果没有必要则可以直接去掉。
+             * 对于7.x之后的es版本，取消了index设置type的逻辑，因此在prepare阶段，加入了判断是否为7.x及以上版本
+             * 如果是7.x及以上版本，需要对于index的type做不同的处理
+             * 详见 : https://www.elastic.co/guide/en/elasticsearch/reference/6.8/removal-of-types.html
+             */
+            final ElasticSearchClient esClient = new ElasticSearchClient(this.conf);
+            final String indexName = Key.getIndexName(conf);
+            ActionType actionType = Key.getActionType(conf);
+            final String typeName = Key.getTypeName(conf);
+            final boolean dynamic = Key.getDynamic(conf);
+            final String dstDynamic = Key.getDstDynamic(conf);
+            final String newSettings = JSONObject.toJSONString(Key.getSettings(conf));
+            LOGGER.info("conf settings:{}, settingsCache:{}", newSettings, this.settingsCache);
+            final Integer esVersion = Key.getESVersion(conf);
+            boolean hasId = this.hasID();
+            this.conf.set("hasId", hasId);
+            if (ActionType.UPDATE.equals(actionType) && !hasId && !hasPrimaryKeyInfo()) {
+                throw DataXException.asDataXException(ElasticSearchWriterErrorCode.UPDATE_WITH_ID, "Update mode must specify column type with id or primaryKeyInfo config");
+            }
+            
+            try {
+                RetryUtil.executeWithRetry(() -> {
+                    boolean isGreaterOrEqualThan7 = esClient.isGreaterOrEqualThan7();
+                    if (esVersion != null && esVersion >= 7) {
+                        isGreaterOrEqualThan7 = true;
+                    }
+                    String mappings = genMappings(dstDynamic, typeName, isGreaterOrEqualThan7);
+                    conf.set("isGreaterOrEqualThan7", isGreaterOrEqualThan7);
+
+                    
+                    LOGGER.info(String.format("index:[%s], type:[%s], mappings:[%s]", indexName, typeName, mappings));
+                    boolean isIndicesExists = esClient.indicesExists(indexName);
+                    if (isIndicesExists) {
+                        try {
+                            // 将原有的mapping打印出来，便于排查问题
+                            String oldMappings = esClient.getMappingForIndexType(indexName, typeName);
+                            LOGGER.info("the mappings for old index is: {}", oldMappings);
+                        } catch (Exception e) {
+                            LOGGER.warn("warn message: {}", e.getMessage());
+                        }
+                    }
+                    
+                    if (Key.isTruncate(conf) && isIndicesExists) {
+                        // 备份老的索引中的settings到缓存
+                        try {
+                            String oldOriginSettings = esClient.getIndexSettings(indexName);
+                            if (StringUtils.isNotBlank(oldOriginSettings)) {
+                                String includeSettings = convertSettings(oldOriginSettings);
+                                LOGGER.info("merge1 settings:{}, settingsCache:{}, includeSettings:{}",
+                                    oldOriginSettings,
+                                    this.settingsCache, includeSettings);
+                                this.setSettings(includeSettings);
+                            }
+                        } catch (Exception e) {
+                            LOGGER.warn("get old settings fail, indexName:{}", indexName);
+                        }
+                        esClient.deleteIndex(indexName);
+                    }
+
+                    // 更新缓存中的settings
+                    this.setSettings(newSettings);
+                    LOGGER.info("merge2 settings:{}, settingsCache:{}", newSettings, this.settingsCache);
+                    // 强制创建,内部自动忽略已存在的情况
+                    if (!esClient.createIndexIfNotExists(indexName, typeName, mappings, this.settingsCache, dynamic,
+                            isGreaterOrEqualThan7)) {
+                        throw DataXException.asDataXException(ElasticSearchWriterErrorCode.ES_MAPPINGS, "");
+                    }
+
+                    return true;
+                }, DataXCaseEnvUtil.getRetryTimes(this.retryTimes), DataXCaseEnvUtil.getRetryInterval(this.sleepTimeInMilliSecond), DataXCaseEnvUtil.getRetryExponential(false));
+            } catch (Exception ex) {
+                throw DataXException.asDataXException(ElasticSearchWriterErrorCode.ES_MAPPINGS, ex.getMessage(), ex);
+            } finally {
+                try {
+                    esClient.closeJestClient();
+                } catch (Exception e) {
+                    LOGGER.warn("ignore close jest client error: {}", e.getMessage());
+                }
+            }
+        }
+
+        private boolean hasID() {
+            List column = conf.getList("column");
+            if (column != null) {
+                for (Object col : column) {
+                    JSONObject jo = JSONObject.parseObject(col.toString());
+                    String colTypeStr = jo.getString("type");
+                    ElasticSearchFieldType colType = ElasticSearchFieldType.getESFieldType(colTypeStr);
+                    if (ElasticSearchFieldType.ID.equals(colType)) {
+                        return true;
+                    }
+                }
+            }
+            return false;
+        }
+        
+        private boolean hasPrimaryKeyInfo() {
+            PrimaryKeyInfo primaryKeyInfo = Key.getPrimaryKeyInfo(this.conf);
+            if (null != primaryKeyInfo && null != primaryKeyInfo.getColumn() && !primaryKeyInfo.getColumn().isEmpty()) {
+                return true;
+            } else {
+                return false;
+            }
+        }
+        
+        
+        private String genMappings(String dstDynamic, String typeName, boolean isGreaterOrEqualThan7) {
+            String mappings;
+            Map<String, Object> propMap = new HashMap<String, Object>();
+            List<ElasticSearchColumn> columnList = new ArrayList<ElasticSearchColumn>();
+            ElasticSearchColumn combineItem = null;
+
+            List column = conf.getList("column");
+            if (column != null) {
+                for (Object col : column) {
+                    JSONObject jo = JSONObject.parseObject(col.toString());
+                    String colName = jo.getString("name");
+                    String colTypeStr = jo.getString("type");
+                    if (colTypeStr == null) {
+                        throw DataXException.asDataXException(ElasticSearchWriterErrorCode.BAD_CONFIG_VALUE, col.toString() + " column must have type");
+                    }
+                    ElasticSearchFieldType colType = ElasticSearchFieldType.getESFieldType(colTypeStr);
+                    if (colType == null) {
+                        throw DataXException.asDataXException(ElasticSearchWriterErrorCode.BAD_CONFIG_VALUE, col.toString() + " unsupported type");
+                    }
+
+                    ElasticSearchColumn columnItem = new ElasticSearchColumn();
+
+                    if (Key.PRIMARY_KEY_COLUMN_NAME.equals(colName)) {
+                        // 兼容已有版本
+                        colType = ElasticSearchFieldType.ID;
+                        colTypeStr = "id";
+                    }
+
+                    columnItem.setName(colName);
+                    columnItem.setType(colTypeStr);
+
+                    JSONArray combineFields = jo.getJSONArray("combineFields");
+                    if (combineFields != null && !combineFields.isEmpty() && ElasticSearchFieldType.ID.equals(ElasticSearchFieldType.getESFieldType(colTypeStr))) {
+                        List<String> fields = new ArrayList<String>();
+                        for (Object item : combineFields) {
+                            fields.add((String) item);
+                        }
+                        columnItem.setCombineFields(fields);
+                        combineItem = columnItem;
+                    }
+
+                    String combineFieldsValueSeparator = jo.getString("combineFieldsValueSeparator");
+                    if (StringUtils.isNotBlank(combineFieldsValueSeparator)) {
+                        columnItem.setCombineFieldsValueSeparator(combineFieldsValueSeparator);
+                    }
+
+                    // 如果是id，version，routing，不需要创建mapping
+                    if (colType == ElasticSearchFieldType.ID || colType == ElasticSearchFieldType.VERSION || colType == ElasticSearchFieldType.ROUTING) {
+                        columnList.add(columnItem);
+                        continue;
+                    }
+
+                    // 如果是组合id中的字段，不需要创建mapping
+                    // 所以组合id的定义必须要在columns最前面
+                    if (combineItem != null && combineItem.getCombineFields().contains(colName)) {
+                        columnList.add(columnItem);
+                        continue;
+                    }
+                    columnItem.setDstArray(false);
+                    Boolean array = jo.getBoolean("array");
+                    if (array != null) {
+                        columnItem.setArray(array);
+                        Boolean dstArray = jo.getBoolean("dstArray");
+                        if(dstArray!=null) {
+                            columnItem.setDstArray(dstArray);
+                        }
+                    } else {
+                        columnItem.setArray(false);
+                    }
+                    Boolean jsonArray = jo.getBoolean("json_array");
+                    if (jsonArray != null) {
+                        columnItem.setJsonArray(jsonArray);
+                    } else {
+                        columnItem.setJsonArray(false);
+                    }
+                    Map<String, Object> field = new HashMap<String, Object>();
+                    field.put("type", colTypeStr);
+                    //https://www.elastic.co/guide/en/elasticsearch/reference/5.2/breaking_50_mapping_changes.html#_literal_index_literal_property
+                    // https://www.elastic.co/guide/en/elasticsearch/guide/2.x/_deep_dive_on_doc_values.html#_disabling_doc_values
+                    field.put("doc_values", jo.getBoolean("doc_values"));
+                    field.put("ignore_above", jo.getInteger("ignore_above"));
+                    field.put("index", jo.getBoolean("index"));
+                    switch (colType) {
+                        case STRING:
+                            // 兼容string类型,ES5之前版本
+                            break;
+                        case KEYWORD:
+                            // https://www.elastic.co/guide/en/elasticsearch/reference/current/tune-for-search-speed.html#_warm_up_global_ordinals
+                            field.put("eager_global_ordinals", jo.getBoolean("eager_global_ordinals"));
+                            break;
+                        case TEXT:
+                            field.put("analyzer", jo.getString("analyzer"));
+                            // 优化disk使用,也同步会提高index性能
+                            // https://www.elastic.co/guide/en/elasticsearch/reference/current/tune-for-disk-usage.html
+                            field.put("norms", jo.getBoolean("norms"));
+                            field.put("index_options", jo.getBoolean("index_options"));
+                            if(jo.getString("fields") != null) {
+                                field.put("fields", jo.getJSONObject("fields"));
+                            }
+                            break;
+                        case DATE:
+                            if (Boolean.TRUE.equals(jo.getBoolean("origin"))) {
+                                if (jo.getString("format") != null) {
+                                    field.put("format", jo.getString("format"));
+                                }
+                                // es原生format覆盖原先来的format
+                                if (jo.getString("dstFormat") != null) {
+                                    field.put("format", jo.getString("dstFormat"));
+                                }
+                                if(jo.getBoolean("origin") != null) {
+                                    columnItem.setOrigin(jo.getBoolean("origin"));
+                                }
+                            } else {
+                                columnItem.setTimeZone(jo.getString("timezone"));
+                                columnItem.setFormat(jo.getString("format"));
+                            }
+                            break;
+                        case GEO_SHAPE:
+                            field.put("tree", jo.getString("tree"));
+                            field.put("precision", jo.getString("precision"));
+                            break;
+                        case OBJECT:
+                        case NESTED:
+                            if (jo.getString("dynamic") != null) {
+                                field.put("dynamic", jo.getString("dynamic"));
+                            }
+                            break;
+                        default:
+                            break;
+                    }
+                    if (jo.containsKey("other_params")) {
+                        field.putAll(jo.getJSONObject("other_params"));
+                    }
+                    propMap.put(colName, field);
+                    columnList.add(columnItem);
+                }
+            }
+
+            long version = System.currentTimeMillis();
+            LOGGER.info("unified version: {}", version);
+            conf.set("version", version);
+            conf.set(WRITE_COLUMNS, JSON.toJSONString(columnList));
+
+            LOGGER.info(JSON.toJSONString(columnList));
+
+            Map<String, Object> rootMappings = new HashMap<String, Object>();
+            Map<String, Object> typeMappings = new HashMap<String, Object>();
+            typeMappings.put("properties", propMap);
+            rootMappings.put(typeName, typeMappings);
+
+            // 7.x以后版本取消了index中关于type的指定，所以mapping的格式只能支持
+            // {
+            //      "properties" : {
+            //          "abc" : {
+            //              "type" : "text"
+            //              }
+            //           }
+            // }
+            // properties 外不能再嵌套typeName
+
+            if(StringUtils.isNotBlank(dstDynamic)) {
+                typeMappings.put("dynamic", dstDynamic);
+            }
+            if (isGreaterOrEqualThan7) {
+                mappings = JSON.toJSONString(typeMappings);
+            } else {
+                mappings = JSON.toJSONString(rootMappings);
+            }
+            if (StringUtils.isBlank(mappings)) {
+                throw DataXException.asDataXException(ElasticSearchWriterErrorCode.BAD_CONFIG_VALUE, "must have mappings");
+            }
+
+            return mappings;
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            List<Configuration> configurations = new ArrayList<Configuration>(mandatoryNumber);
+            for (int i = 0; i < mandatoryNumber; i++) {
+                configurations.add(this.conf.clone());
+            }
+            return configurations;
+        }
+
+        @Override
+        public void post() {
+            ElasticSearchClient esClient = new ElasticSearchClient(this.conf);
+            String alias = Key.getAlias(conf);
+            if (!"".equals(alias)) {
+                LOGGER.info(String.format("alias [%s] to [%s]", alias, Key.getIndexName(conf)));
+                try {
+                    esClient.alias(Key.getIndexName(conf), alias, Key.isNeedCleanAlias(conf));
+                } catch (IOException e) {
+                    throw DataXException.asDataXException(ElasticSearchWriterErrorCode.ES_ALIAS_MODIFY, e);
+                }
+            }
+        }
+
+        @Override
+        public void destroy() {
+
+        }
+    }
+
+    public static class Task extends Writer.Task {
+
+        private static final Logger LOGGER = LoggerFactory.getLogger(Job.class);
+
+        private Configuration conf;
+
+
+        ElasticSearchClient esClient = null;
+        private List<ElasticSearchFieldType> typeList;
+        private List<ElasticSearchColumn> columnList;
+        private List<Map<String, Object>> deleteByConditions;
+
+        private int trySize;
+        private long tryInterval;
+        private int batchSize;
+        private String index;
+        private String type;
+        private String splitter;
+        private ActionType actionType;
+        private ElasticSearchColumn combinedIdColumn;
+        private Map<String, Integer> colNameToIndexMap;
+        private Map<String, Object> urlParams;
+        private boolean columnSizeChecked = false;
+        private boolean enableRedundantColumn = false;
+        private boolean enableWriteNull = true;
+        int retryTimes = 3;
+        long sleepTimeInMilliSecond = 10000L;
+        boolean isGreaterOrEqualThan7 = false;
+        private String fieldDelimiter;
+        private boolean hasId;
+        private PrimaryKeyInfo primaryKeyInfo;
+        private boolean hasPrimaryKeyInfo = false;
+        private List<PartitionColumn> esPartitionColumn;
+        private boolean hasEsPartitionColumn = false;
+
+        @Override
+        public void init() {
+            this.conf = super.getPluginJobConf();
+            this.index = Key.getIndexName(conf);
+            this.type = Key.getTypeName(conf);
+            this.trySize = Key.getTrySize(conf);
+            this.tryInterval = Key.getTryInterval(conf);
+            this.batchSize = Key.getBatchSize(conf);
+            this.splitter = Key.getSplitter(conf);
+            this.actionType = Key.getActionType(conf);
+            this.urlParams = Key.getUrlParams(conf);
+            this.enableWriteNull = Key.isEnableNullUpdate(conf);
+            this.retryTimes = this.conf.getInt("retryTimes", 3);
+            this.sleepTimeInMilliSecond = this.conf.getLong("sleepTimeInMilliSecond", 10000L);
+            this.isGreaterOrEqualThan7 = this.conf.getBool("isGreaterOrEqualThan7", false);
+            this.parseDeleteCondition(conf);
+            this.columnList = JSON.parseObject(this.conf.getString(WRITE_COLUMNS), new TypeReference<List<ElasticSearchColumn>>() {
+            });
+            LOGGER.info("columnList: {}", JSON.toJSONString(columnList));
+            this.hasId = this.conf.getBool("hasId", false);
+            if (hasId) {
+                LOGGER.info("Task has id column, will use it to set _id property");
+            } else {
+                LOGGER.info("Task will use elasticsearch auto generated _id property");
+            }
+            this.fieldDelimiter = Key.getFieldDelimiter(this.conf);
+            this.enableRedundantColumn = this.conf.getBool("enableRedundantColumn", false);
+            this.typeList = new ArrayList<ElasticSearchFieldType>();
+            for (ElasticSearchColumn esColumn : this.columnList) {
+                this.typeList.add(ElasticSearchFieldType.getESFieldType(esColumn.getType()));
+                if (esColumn.getCombineFields() != null && esColumn.getCombineFields().size() > 0
+                    && ElasticSearchFieldType.getESFieldType(esColumn.getType()).equals(ElasticSearchFieldType.ID)) {
+                    combinedIdColumn = esColumn;
+                }
+            }
+            this.primaryKeyInfo = Key.getPrimaryKeyInfo(this.conf);
+            this.esPartitionColumn = Key.getEsPartitionColumn(this.conf);
+            this.colNameToIndexMap = new HashMap<String, Integer>(5);
+            this.handleMetaKeys();
+            this.esClient = new ElasticSearchClient(this.conf);
+        }
+        
+        private void handleMetaKeys() {
+            if (null != this.primaryKeyInfo && null != this.primaryKeyInfo.getColumn()
+                    && !this.primaryKeyInfo.getColumn().isEmpty()) {
+                this.hasPrimaryKeyInfo = true;
+                if (null == this.primaryKeyInfo.getFieldDelimiter()) {
+                    if (null != this.fieldDelimiter) {
+                        this.primaryKeyInfo.setFieldDelimiter(this.fieldDelimiter);
+                    } else {
+                        this.primaryKeyInfo.setFieldDelimiter("");
+                    }
+                }
+               
+                for (String eachPk : this.primaryKeyInfo.getColumn()) {
+                    boolean foundKeyInColumn = false;
+                    for (int i = 0; i < columnList.size(); i++) {
+                        if (StringUtils.equals(eachPk, columnList.get(i).getName())) {
+                            this.colNameToIndexMap.put(eachPk, i);
+                            foundKeyInColumn = true;
+                            break;
+                        }
+                    }
+                    if (!foundKeyInColumn) {
+                        throw DataXException.asDataXException(ElasticSearchWriterErrorCode.RECORD_FIELD_NOT_FOUND,
+                                "primaryKeyInfo has column not exists in column");
+                    }
+                }
+            }
+
+            if (null != this.esPartitionColumn && !this.esPartitionColumn.isEmpty()) {
+                this.hasEsPartitionColumn = true;
+                for (PartitionColumn eachPartitionCol : this.esPartitionColumn) {
+                    boolean foundKeyInColumn = false;
+                    for (int i = 0; i < columnList.size(); i++) {
+                        if (StringUtils.equals(eachPartitionCol.getName(), columnList.get(i).getName())) {
+                            this.colNameToIndexMap.put(eachPartitionCol.getName(), i);
+                            foundKeyInColumn = true;
+                            break;
+                        }
+                    }
+                    if (!foundKeyInColumn) {
+                        throw DataXException.asDataXException(ElasticSearchWriterErrorCode.RECORD_FIELD_NOT_FOUND,
+                                "esPartitionColumn has column not exists in column");
+                    }
+                }
+            }
+        }
+
+        private void parseDeleteCondition(Configuration conf) {
+            List<Map<String, Object>> list = new ArrayList<Map<String, Object>>();
+            String config = Key.getDeleteBy(conf);
+            if (config != null) {
+                JSONArray array = JSON.parseArray(config);
+                for (Object obj : array) {
+                    list.add((Map) obj);
+                }
+                deleteByConditions = list;
+            }
+        }
+
+
+        @Override
+        public void prepare() {
+        }
+
+        /**
+         * 示例：{
+         *          "deleteBy" : [
+         *              {"product_status" : [-1,-2], "sub_status" : -3}，
+         *              {"product_status" : -3}
+         *          ]
+         *      }
+         *
+         *  表示以下两类数据删除：
+         *  1.  product_status为-1或-2并且sub_status为-3
+         *  2.  product_status为-3
+         *
+         *  注意[{}]返回true
+         * @param record
+         * @return
+         */
+        private boolean isDeleteRecord(Record record) {
+            if (deleteByConditions == null) {
+                return false;
+            }
+
+            Map<String, Object> kv = new HashMap<String, Object>();
+            for (int i = 0; i < record.getColumnNumber(); i++) {
+                Column column = record.getColumn(i);
+                String columnName = columnList.get(i).getName();
+                kv.put(columnName, column.asString());
+            }
+
+            for (Map<String, Object> delCondition : deleteByConditions) {
+                if (meetAllCondition(kv, delCondition)) {
+                    return true;
+                }
+            }
+
+            return false;
+        }
+
+        private boolean meetAllCondition(Map<String, Object> kv, Map<String, Object> delCondition) {
+            for (Map.Entry<String, Object> oneCondition : delCondition.entrySet()) {
+                if (!checkOneCondition(kv, oneCondition)) {
+                    return false;
+                }
+            }
+            return true;
+        }
+
+        private boolean checkOneCondition(Map<String, Object> kv, Map.Entry<String, Object> entry) {
+            Object value = kv.get(entry.getKey());
+            if (entry.getValue() instanceof List) {
+                for (Object obj : (List) entry.getValue()) {
+                    if (obj.toString().equals(value)) {
+                        return true;
+                    }
+                }
+            } else {
+                if (value != null && value.equals(entry.getValue().toString())) {
+                    return true;
+                }
+            }
+            return false;
+        }
+
+        @Override
+        public void startWrite(RecordReceiver recordReceiver) {
+            List<Record> writerBuffer = new ArrayList<Record>(this.batchSize);
+            Record record = null;
+            while ((record = recordReceiver.getFromReader()) != null) {
+                if (!columnSizeChecked) {
+                    boolean isInvalid = true;
+                    if (enableRedundantColumn) {
+                        isInvalid = this.columnList.size() > record.getColumnNumber();
+                    } else {
+                        isInvalid = this.columnList.size() != record.getColumnNumber();
+                    }
+                    if (isInvalid) {
+                        String message = String.format(
+                                "column number not equal error, reader column size is %s, but the writer column size is %s",
+                                record.getColumnNumber(), this.columnList.size());
+                        throw DataXException.asDataXException(ElasticSearchWriterErrorCode.BAD_CONFIG_VALUE, message);
+                    }
+                    columnSizeChecked = true;
+                }
+                writerBuffer.add(record);
+                if (writerBuffer.size() >= this.batchSize) {
+                    this.doBatchInsert(writerBuffer);
+                    writerBuffer.clear();
+                }
+            }
+
+            if (!writerBuffer.isEmpty()) {
+                this.doBatchInsert(writerBuffer);
+                writerBuffer.clear();
+            }
+        }
+
+        private String getDateStr(ElasticSearchColumn esColumn, Column column) {
+            // 如果保持原样，就直接返回
+            if (esColumn.isOrigin()) {
+                return column.asString();
+            }
+            DateTime date = null;
+            DateTimeZone dtz = DateTimeZone.getDefault();
+            if (esColumn.getTimezone() != null) {
+                // 所有时区参考 http://www.joda.org/joda-time/timezones.html
+                // TODO：创建一次多处复用
+                dtz = DateTimeZone.forID(esColumn.getTimezone());
+            }
+            if (column.getType() != Column.Type.DATE && esColumn.getFormat() != null) {
+                // TODO：创建一次多处复用
+                DateTimeFormatter formatter = DateTimeFormat.forPattern(esColumn.getFormat());
+                date = formatter.withZone(dtz).parseDateTime(column.asString());
+                return date.toString();
+            } else if (column.getType() == Column.Type.DATE) {
+                if (null == column.getRawData()) {
+                    return null;
+                } else {
+                    date = new DateTime(column.asLong(), dtz);
+                    return date.toString();
+                }
+            } else {
+                return column.asString();
+            }
+        }
+
+        private void doBatchInsert(final List<Record> writerBuffer) {
+            Map<String, Object> data = null;
+            Bulk.Builder bulkactionTmp = null;
+            int totalNumber = writerBuffer.size();
+            int dirtyDataNumber = 0;
+            if (this.isGreaterOrEqualThan7) {
+                bulkactionTmp = new Bulk.Builder().defaultIndex(this.index);
+            } else {
+                bulkactionTmp = new Bulk.Builder().defaultIndex(this.index).defaultType(this.type);
+            }
+            final Bulk.Builder bulkaction = bulkactionTmp;
+            // 增加url的参数
+            for (Map.Entry<String, Object> entry : urlParams.entrySet()) {
+                bulkaction.setParameter(entry.getKey(), entry.getValue());
+            }
+            for (Record record : writerBuffer) {
+                data = new HashMap<String, Object>();
+                String id = null;
+                String parent = null;
+                String routing = null;
+                String version = null;
+                String columnName = null;
+                Column column = null;
+                try {
+                    for (int i = 0; i < record.getColumnNumber(); i++) {
+                        column = record.getColumn(i);
+                        columnName = columnList.get(i).getName();
+                        // 如果组合id不等于null，需要把相关的字段全部忽略
+                        if (combinedIdColumn != null) {
+                            if (combinedIdColumn.getCombineFields().contains(columnName)) {
+                                continue;
+                            }
+                        }
+                        //如果是json数组，当成对象类型处理
+                        ElasticSearchFieldType columnType = columnList.get(i).isJsonArray() ? ElasticSearchFieldType.NESTED : typeList.get(i);
+
+                        Boolean dstArray = columnList.get(i).isDstArray();
+
+                        //如果是数组类型，那它传入的是字符串类型，也有可能是null
+                        if (columnList.get(i).isArray() && null != column.asString()) {
+                            String[] dataList = column.asString().split(splitter);
+                            if (!columnType.equals(ElasticSearchFieldType.DATE)) {
+                                if (dstArray) {
+                                    try {
+                                        // 根据客户配置的类型，转换成相应的类型
+                                        switch (columnType) {
+                                            case BYTE:
+                                            case KEYWORD:
+                                            case TEXT:
+                                                data.put(columnName, dataList);
+                                                break;
+                                            case SHORT:
+                                            case INTEGER:
+                                                if (StringUtils.isBlank(column.asString().trim())) {
+                                                    data.put(columnName, null);
+                                                } else {
+                                                    Integer[] intDataList = new Integer[dataList.length];
+                                                    for (int j = 0; j < dataList.length; j++) {
+                                                        dataList[j] = dataList[j].trim();
+                                                        if (StringUtils.isNotBlank(dataList[j])) {
+                                                            intDataList[j] = Integer.valueOf(dataList[j]);
+                                                        }
+                                                    }
+                                                    data.put(columnName, intDataList);
+                                                }
+                                                break;
+                                            case LONG:
+                                                if (StringUtils.isBlank(column.asString().trim())) {
+                                                    data.put(columnName, null);
+                                                } else {
+                                                    Long[] longDataList = new Long[dataList.length];
+                                                    for (int j = 0; j < dataList.length; j++) {
+                                                        dataList[j] = dataList[j].trim();
+                                                        if (StringUtils.isNotBlank(dataList[j])) {
+                                                            longDataList[j] = Long.valueOf(dataList[j]);
+                                                        }
+                                                    }
+                                                    data.put(columnName, longDataList);
+                                                }
+                                                break;
+                                            case FLOAT:
+                                            case DOUBLE:
+                                                if (StringUtils.isBlank(column.asString().trim())) {
+                                                    data.put(columnName, null);
+                                                } else {
+                                                    Double[] doubleDataList = new Double[dataList.length];
+                                                    for (int j = 0; j < dataList.length; j++) {
+                                                        dataList[j] = dataList[j].trim();
+                                                        if (StringUtils.isNotBlank(dataList[j])) {
+                                                            doubleDataList[j] = Double.valueOf(dataList[j]);
+                                                        }
+                                                    }
+                                                    data.put(columnName, doubleDataList);
+                                                }
+                                                break;
+                                            default:
+                                                data.put(columnName, dataList);
+                                                break;
+                                        }
+                                    } catch (Exception e) {
+                                        LOGGER.info("脏数据，记录:{}", record.toString());
+                                        continue;
+                                    }
+                                } else {
+                                    data.put(columnName, dataList);
+                                }
+                            } else {
+                                data.put(columnName, dataList);
+                            }
+                        } else {
+                            // LOGGER.info("columnType: {} integer: {}", columnType, column.asString());
+                            switch (columnType) {
+                                case ID:
+                                    if (id != null) {
+                                        id += record.getColumn(i).asString();
+                                    } else {
+                                        id = record.getColumn(i).asString();
+                                    }
+                                    break;
+                                case PARENT:
+                                    if (parent != null) {
+                                        parent += record.getColumn(i).asString();
+                                    } else {
+                                        parent = record.getColumn(i).asString();
+                                    }
+                                    break;
+                                case ROUTING:
+                                    if (routing != null) {
+                                        routing += record.getColumn(i).asString();
+                                    } else {
+                                        routing = record.getColumn(i).asString();
+                                    }
+                                    break;
+
+                                case VERSION:
+                                    if (version != null) {
+                                        version += record.getColumn(i).asString();
+                                    } else {
+                                        version = record.getColumn(i).asString();
+                                    }
+                                    break;
+                                case DATE:
+                                    String dateStr = getDateStr(columnList.get(i), column);
+                                    data.put(columnName, dateStr);
+                                    break;
+                                case KEYWORD:
+                                case STRING:
+                                case TEXT:
+                                case IP:
+                                case GEO_POINT:
+                                case IP_RANGE:
+                                    data.put(columnName, column.asString());
+                                    break;
+                                case BOOLEAN:
+                                    data.put(columnName, column.asBoolean());
+                                    break;
+                                case BYTE:
+                                case BINARY:
+                                    // json序列化不支持byte类型，es支持的binary类型，必须传入base64的格式
+                                    data.put(columnName, column.asString());
+                                    break;
+                                case LONG:
+                                    data.put(columnName, column.asLong());
+                                    break;
+                                case INTEGER:
+                                    data.put(columnName, column.asLong());
+                                    break;
+                                case SHORT:
+                                    data.put(columnName, column.asLong());
+                                    break;
+                                case FLOAT:
+                                case DOUBLE:
+                                    data.put(columnName, column.asDouble());
+                                    break;
+                                case GEO_SHAPE:
+                                case DATE_RANGE:
+                                case INTEGER_RANGE:
+                                case FLOAT_RANGE:
+                                case LONG_RANGE:
+                                case DOUBLE_RANGE:
+                                    if (null == column.asString()) {
+                                        data.put(columnName, column.asString());
+                                    } else {
+                                        data.put(columnName, JSON.parse(column.asString()));
+                                    }
+                                    break;
+                                case NESTED:
+                                case OBJECT:
+                                    if (null == column.asString()) {
+                                        data.put(columnName, column.asString());
+                                    } else {
+                                        // 转json格式
+                                        data.put(columnName, JSON.parse(column.asString()));
+                                    }
+                                    break;
+                                default:
+                                throw DataXException.asDataXException(ElasticSearchWriterErrorCode.BAD_CONFIG_VALUE, String.format(
+                                        "Type error: unsupported type %s for column %s", columnType, columnName));
+                            }
+                        }
+                    }
+                    
+                    
+                    if (this.hasPrimaryKeyInfo) {
+                        List<String> idData = new ArrayList<String>();
+                        for (String eachCol : this.primaryKeyInfo.getColumn()) {
+                            Column recordColumn = record.getColumn(this.colNameToIndexMap.get(eachCol));
+                            idData.add(recordColumn.asString());
+                        }
+                        id = StringUtils.join(idData, this.primaryKeyInfo.getFieldDelimiter());
+                    }
+                    if (this.hasEsPartitionColumn) {
+                        List<String> idData = new ArrayList<String>();
+                        for (PartitionColumn eachCol : this.esPartitionColumn) {
+                            Column recordColumn = record.getColumn(this.colNameToIndexMap.get(eachCol.getName()));
+                            idData.add(recordColumn.asString());
+                        }
+                        routing = StringUtils.join(idData, "");
+                    }
+                } catch (Exception e) {
+                    // 脏数据
+                    super.getTaskPluginCollector().collectDirtyRecord(record,
+                            String.format("parse error for column: %s errorMessage: %s", columnName, e.getMessage()));
+                    dirtyDataNumber++;
+                    // 处理下一个record
+                    continue;
+                }
+                
+                if (LOGGER.isDebugEnabled()) {
+                    LOGGER.debug("id: {} routing: {} data: {}", id, routing, JSON.toJSONString(data));
+                }
+                
+
+                if (isDeleteRecord(record)) {
+                    Delete.Builder builder = new Delete.Builder(id);
+                    bulkaction.addAction(builder.build());
+                } else {
+                    // 使用用户自定义组合唯一键
+                    if (combinedIdColumn != null) {
+                        try {
+                            id = processIDCombineFields(record, combinedIdColumn);
+                            // LOGGER.debug("id: {}", id);
+                        } catch (Exception e) {
+                            // 脏数据
+                            super.getTaskPluginCollector().collectDirtyRecord(record,
+                                    String.format("parse error for column: %s errorMessage: %s", columnName, e.getMessage()));
+                            // 处理下一个record
+                            dirtyDataNumber++;
+                            continue;
+                        }
+                    }
+                    switch (actionType) {
+                        case INDEX:
+                            // 先进行json序列化，jest client的gson序列化会把等号按照html序列化
+                            Index.Builder builder = null;
+                            if (this.enableWriteNull) {
+                                builder = new Index.Builder(
+                                        JSONObject.toJSONString(data, SerializerFeature.WriteMapNullValue,
+                                                SerializerFeature.QuoteFieldNames, SerializerFeature.SkipTransientField,
+                                                SerializerFeature.WriteEnumUsingToString, SerializerFeature.SortField));
+                            } else {
+                                builder = new Index.Builder(JSONObject.toJSONString(data));
+                            }
+                            if (id != null) {
+                                builder.id(id);
+                            }
+                            if (parent != null) {
+                                builder.setParameter(Parameters.PARENT, parent);
+                            }
+                            if (routing != null) {
+                                builder.setParameter(Parameters.ROUTING, routing);
+                            }
+                            if (version != null) {
+                                builder.setParameter(Parameters.VERSION, version);
+                                builder.setParameter(Parameters.VERSION_TYPE, "external");
+                            }
+                            bulkaction.addAction(builder.build());
+                            break;
+                        case UPDATE:
+                            // doc: https://www.cnblogs.com/crystaltu/articles/6992935.html
+                            // doc: https://www.elastic.co/guide/en/elasticsearch/reference/current/docs-update.html
+                            Map<String, Object> updateDoc = new HashMap<String, Object>();
+                            updateDoc.put("doc", data);
+                            updateDoc.put("doc_as_upsert", true);
+                            Update.Builder update = null;
+                            if (this.enableWriteNull) {
+                                // write: {a:"1",b:null}
+                            update = new Update.Builder(
+                                    JSONObject.toJSONString(updateDoc, SerializerFeature.WriteMapNullValue,
+                                            SerializerFeature.QuoteFieldNames, SerializerFeature.SkipTransientField,
+                                            SerializerFeature.WriteEnumUsingToString, SerializerFeature.SortField));
+                            // 在DEFAULT_GENERATE_FEATURE基础上，只增加了SerializerFeature.WRITE_MAP_NULL_FEATURES
+                            } else {
+                                // write: {"a":"1"}
+                                update = new Update.Builder(JSONObject.toJSONString(updateDoc));
+                            }
+                            if (id != null) {
+                                update.id(id);
+                            }
+                            if (parent != null) {
+                                update.setParameter(Parameters.PARENT, parent);
+                            }
+                            if (routing != null) {
+                                update.setParameter(Parameters.ROUTING, routing);
+                            }
+                            // version type [EXTERNAL] is not supported by the update API
+                            if (version != null) {
+                                update.setParameter(Parameters.VERSION, version);
+                            }
+                            bulkaction.addAction(update.build());
+                            break;
+                        default:
+                            break;
+                    }
+                }
+            }
+            
+            if (dirtyDataNumber >= totalNumber) {
+                // all batch is dirty data
+                LOGGER.warn("all this batch is dirty data, dirtyDataNumber: {} totalDataNumber: {}", dirtyDataNumber,
+                        totalNumber);
+                return;
+            }
+            
+            BulkResult bulkResult = null;
+            try {
+                bulkResult = RetryUtil.executeWithRetry(new Callable<BulkResult>() {
+                    @Override
+                    public BulkResult call() throws Exception {
+                        JestResult jestResult = esClient.bulkInsert(bulkaction);
+                        if (jestResult.isSucceeded()) {
+                            return null;
+                        }
+                        String msg = String.format("response code: [%d] error :[%s]", jestResult.getResponseCode(),
+                                jestResult.getErrorMessage());
+                        LOGGER.warn(msg);
+                        if (esClient.isBulkResult(jestResult)) {
+                            BulkResult brst = (BulkResult) jestResult;
+                            List<BulkResult.BulkResultItem> failedItems = brst.getFailedItems();
+                            for (BulkResult.BulkResultItem item : failedItems) {
+                                if (item.status != 400) {
+                                    // 400 BAD_REQUEST 如果非数据异常,请求异常,则不允许忽略
+                                    throw DataXException.asDataXException(ElasticSearchWriterErrorCode.ES_INDEX_INSERT,
+                                            String.format("status:[%d], error: %s", item.status, item.error));
+                                } else {
+                                    // 如果用户选择不忽略解析错误,则抛异常,默认为忽略
+                                    if (!Key.isIgnoreParseError(conf)) {
+                                        throw new NoReRunException(ElasticSearchWriterErrorCode.ES_INDEX_INSERT,
+                                                String.format(
+                                                        "status:[%d], error: %s, config not ignoreParseError so throw this error",
+                                                        item.status, item.error));
+                                    }
+                                }
+                            }
+                            return brst;
+                        } else {
+                            Integer status = esClient.getStatus(jestResult);
+                            switch (status) {
+                            case 429: // TOO_MANY_REQUESTS
+                                LOGGER.warn("server response too many requests, so auto reduce speed");
+                                break;
+                            default:
+                                break;
+                            }
+                            throw DataXException.asDataXException(ElasticSearchWriterErrorCode.ES_INDEX_INSERT,
+                                    jestResult.getErrorMessage());
+                        }
+                    }
+                }, this.trySize, this.tryInterval, false, Arrays.asList(DataXException.class));
+            } catch (Exception e) {
+                if (Key.isIgnoreWriteError(this.conf)) {
+                    LOGGER.warn(String.format("Retry [%d] write failed, ignore the error, continue to write!", trySize));
+                } else {
+                    throw DataXException.asDataXException(ElasticSearchWriterErrorCode.ES_INDEX_INSERT, e.getMessage(), e);
+                }
+            }
+            
+            if (null != bulkResult) {
+                List<BulkResult.BulkResultItem> items = bulkResult.getItems();
+                for (int idx = 0; idx < items.size(); ++idx) {
+                    BulkResult.BulkResultItem item = items.get(idx);
+                    if (item.error != null && !"".equals(item.error)) {
+                        super.getTaskPluginCollector().collectDirtyRecord(writerBuffer.get(idx),
+                                String.format("status:[%d], error: %s", item.status, item.error));
+                    }
+                }
+            }
+        }
+
+        private int getRecordColumnIndex(Record record, String columnName) {
+            if (colNameToIndexMap.containsKey(columnName)) {
+                return colNameToIndexMap.get(columnName);
+            }
+
+            List<Column> columns = new ArrayList<Column>();
+            int index = -1;
+            for (int i=0; i<record.getColumnNumber(); i++) {
+                Column column = record.getColumn(i);
+                String colName = columnList.get(i).getName();
+                if (StringUtils.isNotBlank(columnName) && colName.equals(columnName)) {
+                    columns.add(column);
+                    index = i;
+                }
+            }
+
+            if (columns == null || columns.isEmpty()) {
+                throw DataXException.asDataXException(ElasticSearchWriterErrorCode.RECORD_FIELD_NOT_FOUND, columnName);
+            }
+
+            if (columns != null && columns.size() > 1) {
+                throw DataXException.asDataXException(
+                    ElasticSearchWriterErrorCode.RECORD_FIELD_NOT_FOUND,
+                    "record has multiple columns found by name: " + columnName);
+            }
+
+            colNameToIndexMap.put(columnName, index);
+            return index;
+        }
+
+        private String processIDCombineFields(Record record, ElasticSearchColumn esColumn) {
+            List<String> values = new ArrayList<String>(esColumn.getCombineFields().size());
+            for (String field : esColumn.getCombineFields()) {
+                int colIndex = getRecordColumnIndex(record, field);
+                Column col = record.getColumnNumber() <= colIndex ? null : record.getColumn(colIndex);
+                if (col == null) {
+                    throw DataXException.asDataXException(ElasticSearchWriterErrorCode.RECORD_FIELD_NOT_FOUND, field);
+                }
+                values.add(col.asString());
+            }
+            return Joiner.on(esColumn.getCombineFieldsValueSeparator()).join(values);
+        }
+        
+        @Override
+        public void post() {
+        }
+
+        @Override
+        public void destroy() {
+            try {
+                this.esClient.closeJestClient();
+            } catch (Exception e) {
+                LOGGER.warn("ignore close jest client error: {}", e.getMessage());
+            }
+        }
+        
+    }
+}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriterErrorCode.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriterErrorCode.java
new file mode 100644
index 00000000..c9b02532
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriterErrorCode.java
@@ -0,0 +1,41 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum ElasticSearchWriterErrorCode implements ErrorCode {
+    BAD_CONFIG_VALUE("ESWriter-00", "The value you configured is not valid."),
+    ES_INDEX_DELETE("ESWriter-01", "Delete index error."),
+    ES_INDEX_CREATE("ESWriter-02", "Index creation error."),
+    ES_MAPPINGS("ESWriter-03", "The mappings error."),
+    ES_INDEX_INSERT("ESWriter-04", "Insert data error."),
+    ES_ALIAS_MODIFY("ESWriter-05", "Alias modification error."),
+    JSON_PARSE("ESWrite-06", "Json format parsing error"),
+    UPDATE_WITH_ID("ESWrite-07", "Update mode must specify column type with id"),
+    RECORD_FIELD_NOT_FOUND("ESWrite-08", "Field does not exist in the original table"),
+    ES_GET_SETTINGS("ESWriter-09", "get settings failed");
+    ;
+
+    private final String code;
+    private final String description;
+
+    ElasticSearchWriterErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code,
+                this.description);
+    }
+}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonPathUtil.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonPathUtil.java
new file mode 100644
index 00000000..49703435
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonPathUtil.java
@@ -0,0 +1,28 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter;
+
+import java.util.List;
+
+import com.alibaba.fastjson.JSONObject;
+
+public class JsonPathUtil {
+
+    public static JSONObject getJsonObject(List<String> paths, JSONObject data) {
+        if (null == paths || paths.isEmpty()) {
+            return data;
+        }
+
+        if (null == data) {
+            return null;
+        }
+
+        JSONObject dataTmp = data;
+        for (String each : paths) {
+            if (null != dataTmp) {
+                dataTmp = dataTmp.getJSONObject(each);
+            } else {
+                return null;
+            }
+        }
+        return dataTmp;
+    }
+}
\ No newline at end of file
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonUtil.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonUtil.java
new file mode 100644
index 00000000..e73c87be
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonUtil.java
@@ -0,0 +1,54 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter;
+
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.JSONException;
+import com.alibaba.fastjson.JSONObject;
+
+/**
+ * @author bozu
+ * @date 2021/01/06
+ */
+public class JsonUtil {
+
+    /**
+     * 合并两个json
+     * @param source 源json
+     * @param target 目标json
+     * @return 合并后的json
+     * @throws JSONException
+     */
+    public static String mergeJsonStr(String source, String target) throws JSONException {
+        if(source == null) {
+            return target;
+        }
+        if(target == null) {
+            return source;
+        }
+        return JSON.toJSONString(deepMerge(JSON.parseObject(source), JSON.parseObject(target)));
+    }
+
+    /**
+     * 深度合并两个json对象，将source的值，merge到target中
+     * @param source 源json
+     * @param target 目标json
+     * @return 合并后的json
+     * @throws JSONException
+     */
+    private static JSONObject deepMerge(JSONObject source, JSONObject target) throws JSONException {
+        for (String key: source.keySet()) {
+            Object value = source.get(key);
+            if (target.containsKey(key)) {
+                // existing value for "key" - recursively deep merge:
+                if (value instanceof JSONObject) {
+                    JSONObject valueJson = (JSONObject)value;
+                    deepMerge(valueJson, target.getJSONObject(key));
+                } else {
+                    target.put(key, value);
+                }
+            } else {
+                target.put(key, value);
+            }
+        }
+        return target;
+    }
+}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/Key.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/Key.java
index 0f2d3f5c..af197711 100644
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/Key.java
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/Key.java
@@ -1,9 +1,13 @@
 package com.alibaba.datax.plugin.writer.elasticsearchwriter;
 
 import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.TypeReference;
+
 import org.apache.commons.lang3.StringUtils;
 
 import java.util.HashMap;
+import java.util.List;
 import java.util.Map;
 
 public final class Key {
@@ -37,31 +41,35 @@ public final class Key {
 
 
     public static String getEndpoint(Configuration conf) {
-        return conf.getNecessaryValue("endpoint", ESWriterErrorCode.BAD_CONFIG_VALUE);
+        return conf.getNecessaryValue("endpoint", ElasticSearchWriterErrorCode.BAD_CONFIG_VALUE);
     }
 
-    public static String getAccessID(Configuration conf) {
-        return conf.getString("accessId", "");
+    public static String getUsername(Configuration conf) {
+        return conf.getString("username", conf.getString("accessId"));
     }
 
-    public static String getAccessKey(Configuration conf) {
-        return conf.getString("accessKey", "");
+    public static String getPassword(Configuration conf) {
+        return conf.getString("password", conf.getString("accessKey"));
     }
 
     public static int getBatchSize(Configuration conf) {
-        return conf.getInt("batchSize", 1000);
+        return conf.getInt("batchSize", 1024);
     }
 
     public static int getTrySize(Configuration conf) {
         return conf.getInt("trySize", 30);
     }
 
+    public static long getTryInterval(Configuration conf) {
+        return conf.getLong("tryInterval", 60000L);
+    }
+
     public static int getTimeout(Configuration conf) {
         return  conf.getInt("timeout", 600000);
     }
 
-    public static boolean isCleanup(Configuration conf) {
-        return conf.getBool("cleanup", false);
+    public static boolean isTruncate(Configuration conf) {
+        return conf.getBool("truncate", conf.getBool("cleanup", false));
     }
 
     public static boolean isDiscovery(Configuration conf) {
@@ -69,7 +77,7 @@ public final class Key {
     }
 
     public static boolean isCompression(Configuration conf) {
-        return conf.getBool("compression", true);
+        return conf.getBool("compress", conf.getBool("compression", true));
     }
 
     public static boolean isMultiThread(Configuration conf) {
@@ -77,9 +85,17 @@ public final class Key {
     }
 
     public static String getIndexName(Configuration conf) {
-        return conf.getNecessaryValue("index", ESWriterErrorCode.BAD_CONFIG_VALUE);
+        return conf.getNecessaryValue("index", ElasticSearchWriterErrorCode.BAD_CONFIG_VALUE);
     }
 
+    public static String getDeleteBy(Configuration conf) {
+        return conf.getString("deleteBy");
+    }
+
+    
+    /**
+     * TODO: 在7.0开始，一个索引只能建一个Type为_doc
+     * */
     public static String getTypeName(Configuration conf) {
         String indexType = conf.getString("indexType");
         if(StringUtils.isBlank(indexType)){
@@ -128,4 +144,58 @@ public final class Key {
     public static boolean getDynamic(Configuration conf) {
         return conf.getBool("dynamic", false);
     }
+
+    public static String getDstDynamic(Configuration conf) {
+        return conf.getString("dstDynamic");
+    }
+
+    public static String getDiscoveryFilter(Configuration conf){
+        return conf.getString("discoveryFilter","_all");
+    }
+
+    public static Boolean getVersioning(Configuration conf) {
+        return conf.getBool("versioning", false);
+    }
+
+    public static Long getUnifiedVersion(Configuration conf) {
+        return conf.getLong("version", System.currentTimeMillis());
+    }
+
+    public static Map<String, Object> getUrlParams(Configuration conf) {
+        return conf.getMap("urlParams", new HashMap<String, Object>());
+    }
+
+    public static Integer getESVersion(Configuration conf) {
+        return conf.getInt("esVersion");
+    }
+    
+    public static String getMasterTimeout(Configuration conf) {
+        return conf.getString("masterTimeout", "5m");
+    }
+    
+    public static boolean isEnableNullUpdate(Configuration conf) {
+        return conf.getBool("enableWriteNull", true);
+    }
+    
+    public static String getFieldDelimiter(Configuration conf) {
+        return conf.getString("fieldDelimiter", "");
+    }
+    
+    public static PrimaryKeyInfo getPrimaryKeyInfo(Configuration conf) {
+        String primaryKeyInfoString = conf.getString("primaryKeyInfo");
+        if (StringUtils.isNotBlank(primaryKeyInfoString)) {
+            return JSON.parseObject(primaryKeyInfoString, new TypeReference<PrimaryKeyInfo>() {});
+        } else {
+            return null;
+        }
+    }
+    
+    public static List<PartitionColumn> getEsPartitionColumn(Configuration conf) {
+        String esPartitionColumnString = conf.getString("esPartitionColumn");
+        if (StringUtils.isNotBlank(esPartitionColumnString)) {
+            return JSON.parseObject(esPartitionColumnString, new TypeReference<List<PartitionColumn>>() {});
+        } else {
+            return null;
+        }
+    }
 }
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/NoReRunException.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/NoReRunException.java
new file mode 100644
index 00000000..52064e58
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/NoReRunException.java
@@ -0,0 +1,16 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public class NoReRunException extends DataXException {
+    public NoReRunException(String errorMessage) {
+        super(errorMessage);
+    }
+
+    public NoReRunException(ErrorCode errorCode, String errorMessage) {
+        super(errorCode, errorMessage);
+    }
+
+    private static final long serialVersionUID = 1L;
+}
\ No newline at end of file
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/PartitionColumn.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/PartitionColumn.java
new file mode 100644
index 00000000..b99829b2
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/PartitionColumn.java
@@ -0,0 +1,42 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter;
+
+public class PartitionColumn {
+    private String name;
+    // like: DATA
+    private String metaType;
+    private String comment;
+    // like: VARCHAR
+    private String type;
+
+    public String getName() {
+        return name;
+    }
+
+    public String getMetaType() {
+        return metaType;
+    }
+
+    public String getComment() {
+        return comment;
+    }
+
+    public String getType() {
+        return type;
+    }
+
+    public void setName(String name) {
+        this.name = name;
+    }
+
+    public void setMetaType(String metaType) {
+        this.metaType = metaType;
+    }
+
+    public void setComment(String comment) {
+        this.comment = comment;
+    }
+
+    public void setType(String type) {
+        this.type = type;
+    }
+}
\ No newline at end of file
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/PrimaryKeyInfo.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/PrimaryKeyInfo.java
new file mode 100644
index 00000000..b5821f51
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/PrimaryKeyInfo.java
@@ -0,0 +1,47 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter;
+
+import java.util.List;
+
+public class PrimaryKeyInfo {
+
+    /**
+     * 主键类型:PrimaryKeyTypeEnum
+     *
+     * pk: 单个(业务)主键 specific: 联合主键
+     */
+    private String type;
+
+    /**
+     * 用户定义的联合主键的连接符号
+     */
+    private String fieldDelimiter;
+
+    /**
+     * 主键的列的名称
+     */
+    private List<String> column;
+
+    public String getType() {
+        return type;
+    }
+
+    public String getFieldDelimiter() {
+        return fieldDelimiter;
+    }
+
+    public List<String> getColumn() {
+        return column;
+    }
+
+    public void setType(String type) {
+        this.type = type;
+    }
+
+    public void setFieldDelimiter(String fieldDelimiter) {
+        this.fieldDelimiter = fieldDelimiter;
+    }
+
+    public void setColumn(List<String> column) {
+        this.column = column;
+    }
+}
\ No newline at end of file
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/ClusterInfo.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/ClusterInfo.java
new file mode 100644
index 00000000..173bc9e2
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/ClusterInfo.java
@@ -0,0 +1,35 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter.jest;
+
+import com.google.gson.Gson;
+import io.searchbox.action.AbstractAction;
+import io.searchbox.client.config.ElasticsearchVersion;
+
+public class ClusterInfo extends AbstractAction<ClusterInfoResult> {
+	@Override
+	protected String buildURI(ElasticsearchVersion elasticsearchVersion) {
+		return "";
+	}
+
+	@Override
+	public String getRestMethodName() {
+		return "GET";
+	}
+
+	@Override
+	public ClusterInfoResult createNewElasticSearchResult(String responseBody, int statusCode, String reasonPhrase, Gson gson) {
+		return createNewElasticSearchResult(new ClusterInfoResult(gson), responseBody, statusCode, reasonPhrase, gson);
+	}
+
+	public static class Builder extends AbstractAction.Builder<ClusterInfo, ClusterInfo.Builder> {
+
+		public Builder() {
+			setHeader("accept", "application/json");
+			setHeader("content-type", "application/json");
+		}
+
+		@Override
+		public ClusterInfo build() {
+			return new ClusterInfo();
+		}
+	}
+}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/ClusterInfoResult.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/ClusterInfoResult.java
new file mode 100644
index 00000000..b4f49a37
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/ClusterInfoResult.java
@@ -0,0 +1,49 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter.jest;
+
+import com.google.gson.Gson;
+import io.searchbox.client.JestResult;
+
+import java.util.regex.Matcher;
+import java.util.regex.Pattern;
+
+public class ClusterInfoResult extends JestResult {
+
+	private static final Pattern FIRST_NUMBER = Pattern.compile("\\d");
+
+	private static final int SEVEN = 7;
+
+	public ClusterInfoResult(Gson gson) {
+		super(gson);
+	}
+
+	public ClusterInfoResult(JestResult source) {
+		super(source);
+	}
+
+	/**
+	 * 判断es集群的部署版本是否大于7.x
+	 * 大于7.x的es对于Index的type有较大改动，需要做额外判定
+	 * 对于7.x与6.x版本的es都做过测试，返回符合预期;5.x以下版本直接try-catch后返回false，向下兼容
+	 * @return
+	 */
+	public Boolean isGreaterOrEqualThan7() throws Exception {
+		// 如果是没有权限，直接返回false，兼容老版本
+		if (responseCode == 403) {
+			return false;
+		}
+		if (!isSucceeded) {
+			throw new Exception(getJsonString());
+		}
+		try {
+			String version = jsonObject.getAsJsonObject("version").get("number").toString();
+			Matcher matcher = FIRST_NUMBER.matcher(version);
+			matcher.find();
+			String number = matcher.group();
+			Integer versionNum = Integer.valueOf(number);
+			return versionNum >= SEVEN;
+		} catch (Exception e) {
+			//5.x 以下版本不做兼容测试，如果返回json格式解析失败，有可能是以下版本，所以认为不大于7.x
+			return false;
+		}
+	}
+}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/PutMapping7.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/PutMapping7.java
new file mode 100644
index 00000000..c9f1d6be
--- /dev/null
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/jest/PutMapping7.java
@@ -0,0 +1,39 @@
+package com.alibaba.datax.plugin.writer.elasticsearchwriter.jest;
+
+import io.searchbox.action.GenericResultAbstractAction;
+import io.searchbox.client.config.ElasticsearchVersion;
+
+public class PutMapping7  extends GenericResultAbstractAction {
+	protected PutMapping7(PutMapping7.Builder builder) {
+		super(builder);
+
+		this.indexName = builder.index;
+		this.payload = builder.source;
+	}
+
+	@Override
+	protected String buildURI(ElasticsearchVersion elasticsearchVersion) {
+		return super.buildURI(elasticsearchVersion) + "/_mapping";
+	}
+
+	@Override
+	public String getRestMethodName() {
+		return "PUT";
+	}
+
+	public static class Builder extends GenericResultAbstractAction.Builder<PutMapping7, PutMapping7.Builder> {
+		private String index;
+		private Object source;
+
+		public Builder(String index, Object source) {
+			this.index = index;
+			this.source = source;
+		}
+
+		@Override
+		public PutMapping7 build() {
+			return new PutMapping7(this);
+		}
+	}
+
+}
diff --git a/elasticsearchwriter/src/main/resources/plugin.json b/elasticsearchwriter/src/main/resources/plugin.json
index b6e6384b..b39f1222 100644
--- a/elasticsearchwriter/src/main/resources/plugin.json
+++ b/elasticsearchwriter/src/main/resources/plugin.json
@@ -1,6 +1,6 @@
 {
     "name": "elasticsearchwriter",
-    "class": "com.alibaba.datax.plugin.writer.elasticsearchwriter.ESWriter",
+    "class": "com.alibaba.datax.plugin.writer.elasticsearchwriter.ElasticSearchWriter",
     "description": "适用于: 生产环境.  原理: TODO",
     "developer": "alibaba"
 }
\ No newline at end of file
diff --git a/hbase20xsqlreader/src/main/resources/plugin.json b/hbase20xsqlreader/src/main/resources/plugin.json
index 45856411..4a7b4edf 100644
--- a/hbase20xsqlreader/src/main/resources/plugin.json
+++ b/hbase20xsqlreader/src/main/resources/plugin.json
@@ -2,6 +2,6 @@
     "name": "hbase20xsqlreader",
     "class": "com.alibaba.datax.plugin.reader.hbase20xsqlreader.HBase20xSQLReader",
     "description": "useScene: prod. mechanism: read data from phoenix through queryserver.",
-    "developer": "bake"
+    "developer": "alibaba"
 }
 
diff --git a/hbase20xsqlwriter/src/main/resources/plugin.json b/hbase20xsqlwriter/src/main/resources/plugin.json
index 91b7069f..93d3002a 100755
--- a/hbase20xsqlwriter/src/main/resources/plugin.json
+++ b/hbase20xsqlwriter/src/main/resources/plugin.json
@@ -2,6 +2,6 @@
     "name": "hbase20xsqlwriter",
     "class": "com.alibaba.datax.plugin.writer.hbase20xsqlwriter.HBase20xSQLWriter",
     "description": "useScene: prod. mechanism: use hbase sql UPSERT to put data, index tables will be updated too.",
-    "developer": "bake"
+    "developer": "alibaba"
 }
 
diff --git a/loghubreader/pom.xml b/loghubreader/pom.xml
new file mode 100644
index 00000000..b2f52f3d
--- /dev/null
+++ b/loghubreader/pom.xml
@@ -0,0 +1,73 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>loghubreader</artifactId>
+
+    <version>0.0.1-SNAPSHOT</version>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>ch.qos.logback</groupId>
+            <artifactId>logback-classic</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.aliyun.openservices</groupId>
+            <artifactId>aliyun-log</artifactId>
+            <version>0.6.22</version>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <!-- assembly plugin -->
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
diff --git a/loghubreader/src/main/assembly/package.xml b/loghubreader/src/main/assembly/package.xml
new file mode 100644
index 00000000..e1d8d739
--- /dev/null
+++ b/loghubreader/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly
+        xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+            </includes>
+            <outputDirectory>plugin/reader/loghubreader</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>loghubreader-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/reader/loghubreader</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/reader/loghubreader/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/Constant.java b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/Constant.java
new file mode 100644
index 00000000..fd9e88dc
--- /dev/null
+++ b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/Constant.java
@@ -0,0 +1,26 @@
+package com.alibaba.datax.plugin.reader.loghubreader;
+
+public class Constant {
+
+    public static String DATETIME_FORMAT = "yyyyMMddHHmmss";
+    public static String DATE_FORMAT = "yyyyMMdd";
+
+    static String META_COL_SOURCE = "__source__";
+    static String META_COL_TOPIC = "__topic__";
+    static String META_COL_CATEGORY = "__category__";
+    static String META_COL_MACHINEUUID = "__machineUUID__";
+    static String META_COL_HOSTNAME = "__hostname__";
+    static String META_COL_PATH = "__path__";
+    static String META_COL_LOGTIME = "__logtime__";
+    public static String META_COL_RECEIVE_TIME = "__receive_time__";
+
+    /**
+     * 除用户手动配置的列之外，其余数据列作为一个 json 读取到一列
+     */
+    static String COL_EXTRACT_OTHERS = "C__extract_others__";
+
+    /**
+     * 将所有元数据列作为一个 json 读取到一列
+     */
+    static String COL_EXTRACT_ALL_META = "C__extract_all_meta__";
+}
diff --git a/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/Key.java b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/Key.java
new file mode 100644
index 00000000..9067cc68
--- /dev/null
+++ b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/Key.java
@@ -0,0 +1,38 @@
+package com.alibaba.datax.plugin.reader.loghubreader;
+
+public final class Key {
+
+    /**
+     * 此处声明插件用到的需要插件使用者提供的配置项
+     */
+    public static final String ENDPOINT = "endpoint";
+
+    public static final String ACCESSKEYID = "accessId";
+
+    public static final String ACCESSKEYSECRET = "accessKey";
+
+    public static final String PROJECT = "project";
+
+    public static final String LOGSTORE = "logstore";
+
+    public static final String TOPIC = "topic";
+
+    public static final String COLUMN = "column";
+
+    public static final String BATCHSIZE = "batchSize";
+
+    public static final String BEGINTIMESTAMPMILLIS = "beginTimestampMillis";
+    
+    public static final String ENDTIMESTAMPMILLIS = "endTimestampMillis";
+    
+    public static final String BEGINDATETIME = "beginDateTime";
+    
+    public static final String ENDDATETIME = "endDateTime";
+
+    public static final String TIMEFORMAT = "timeformat";
+
+    public static final String SOURCE = "source";
+    
+    public static final String SHARD = "shard";
+
+}
diff --git a/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReader.java b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReader.java
new file mode 100644
index 00000000..f25fbc61
--- /dev/null
+++ b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReader.java
@@ -0,0 +1,482 @@
+package com.alibaba.datax.plugin.reader.loghubreader;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.element.StringColumn;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordSender;
+import com.alibaba.datax.common.spi.Reader;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.DataXCaseEnvUtil;
+import com.alibaba.datax.common.util.RetryUtil;
+import com.alibaba.fastjson.JSONObject;
+import com.aliyun.openservices.log.Client;
+import com.aliyun.openservices.log.common.Consts.CursorMode;
+import com.aliyun.openservices.log.common.*;
+import com.aliyun.openservices.log.exception.LogException;
+import com.aliyun.openservices.log.response.BatchGetLogResponse;
+import com.aliyun.openservices.log.response.GetCursorResponse;
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.text.ParseException;
+import java.text.SimpleDateFormat;
+import java.util.*;
+import java.util.concurrent.Callable;
+
+public class LogHubReader extends Reader {
+    public static class Job extends Reader.Job {
+
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        
+        private Client client;
+        private Configuration originalConfig;
+        
+        private Long beginTimestampMillis;
+        private Long endTimestampMillis;
+        
+        @Override
+        public void init() {            
+            LOG.info("loghub reader job init begin ...");
+            this.originalConfig = super.getPluginJobConf();
+            validateParameter(originalConfig);
+            
+            String endPoint = this.originalConfig.getString(Key.ENDPOINT);
+            String accessKeyId = this.originalConfig.getString(Key.ACCESSKEYID);
+            String accessKeySecret = this.originalConfig.getString(Key.ACCESSKEYSECRET);
+            
+            client = new Client(endPoint, accessKeyId, accessKeySecret);
+            LOG.info("loghub reader job init end.");
+        }
+        
+        private void validateParameter(Configuration conf){
+            conf.getNecessaryValue(Key.ENDPOINT,LogHubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.ACCESSKEYID,LogHubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.ACCESSKEYSECRET,LogHubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.PROJECT,LogHubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.LOGSTORE,LogHubReaderErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.COLUMN,LogHubReaderErrorCode.REQUIRE_VALUE);
+            
+            int batchSize = this.originalConfig.getInt(Key.BATCHSIZE);
+            if (batchSize > 1000) {
+                throw DataXException.asDataXException(LogHubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "Invalid batchSize[" + batchSize + "] value (0,1000]!");
+            }
+            
+            beginTimestampMillis = this.originalConfig.getLong(Key.BEGINTIMESTAMPMILLIS);
+            String beginDateTime = this.originalConfig.getString(Key.BEGINDATETIME);
+            
+            if (beginDateTime != null) {
+                try {
+                    beginTimestampMillis = getUnixTimeFromDateTime(beginDateTime);
+                } catch (ParseException e) {
+                    throw DataXException.asDataXException(LogHubReaderErrorCode.BAD_CONFIG_VALUE,
+                            "Invalid beginDateTime[" + beginDateTime + "], format [yyyyMMddHHmmss or yyyyMMdd]!");    
+                }
+            }
+            
+            if (beginTimestampMillis != null && beginTimestampMillis <= 0) {
+                throw DataXException.asDataXException(LogHubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "Invalid beginTimestampMillis[" + beginTimestampMillis + "]!");               
+            }
+            
+            endTimestampMillis = this.originalConfig.getLong(Key.ENDTIMESTAMPMILLIS); 
+            String endDateTime = this.originalConfig.getString(Key.ENDDATETIME);
+            
+            if (endDateTime != null) {
+                try {
+                    endTimestampMillis = getUnixTimeFromDateTime(endDateTime);
+                } catch (ParseException e) {
+                    throw DataXException.asDataXException(LogHubReaderErrorCode.BAD_CONFIG_VALUE,
+                            "Invalid beginDateTime[" + endDateTime + "], format [yyyyMMddHHmmss or yyyyMMdd]!");    
+                }
+            }
+            
+            if (endTimestampMillis != null && endTimestampMillis <= 0) {
+                throw DataXException.asDataXException(LogHubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "Invalid endTimestampMillis[" + endTimestampMillis + "]!");                
+            }
+            
+            if (beginTimestampMillis != null && endTimestampMillis != null
+                    && endTimestampMillis <= beginTimestampMillis) {
+                throw DataXException.asDataXException(LogHubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "endTimestampMillis[" + endTimestampMillis + "] must bigger than beginTimestampMillis[" + beginTimestampMillis + "]!");  
+            }
+        }
+        
+        private long getUnixTimeFromDateTime(String dateTime) throws ParseException {
+            try {
+                String format = Constant.DATETIME_FORMAT;
+                SimpleDateFormat simpleDateFormat = new SimpleDateFormat(format);
+                return simpleDateFormat.parse(dateTime).getTime() / 1000;
+            } catch (ParseException ignored) {
+                throw DataXException.asDataXException(LogHubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "Invalid DateTime[" + dateTime + "]!");   
+            }
+        }
+
+        @Override
+        public void prepare() {
+        }
+
+        @Override
+        public List<Configuration> split(int adviceNumber) {
+            LOG.info("split() begin...");
+            
+            List<Configuration> readerSplitConfigs = new ArrayList<Configuration>();
+            
+            final String project = this.originalConfig.getString(Key.PROJECT);
+            final String logstore = this.originalConfig.getString(Key.LOGSTORE);
+            
+            List<Shard> logStore = null;
+            try {
+                logStore = RetryUtil.executeWithRetry(new Callable<List<Shard>>() {
+                    @Override
+                    public List<Shard> call() throws Exception {
+                        return client.ListShard(project, logstore).GetShards();
+                    }
+                }, DataXCaseEnvUtil.getRetryTimes(7), DataXCaseEnvUtil.getRetryInterval(1000L), DataXCaseEnvUtil.getRetryExponential(true));
+            } catch (Exception e) {
+                throw DataXException.asDataXException(LogHubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "get LogStore[" + logstore + "] error, please check ! detail error messsage: " + e.toString());
+            } 
+            
+            if (logStore == null) {
+                throw DataXException.asDataXException(LogHubReaderErrorCode.BAD_CONFIG_VALUE,
+                        "LogStore[" + logstore + "] isn't exists, please check !");                
+            }
+            
+            int splitNumber = logStore.size();
+            if (0 == splitNumber) {
+                throw DataXException.asDataXException(LogHubReaderErrorCode.EMPTY_LOGSTORE_VALUE,
+                        "LogStore[" + logstore + "] has 0 shard, please check !");
+            }
+            
+            Collections.shuffle(logStore);
+            for (int i = 0; i < logStore.size(); i++) {
+                if (beginTimestampMillis != null && endTimestampMillis != null) {
+                    try {
+                        String beginCursor = getCursorWithRetry(client, project, logstore, logStore.get(i).GetShardId(), beginTimestampMillis).GetCursor();
+                        String endCursor = getCursorWithRetry(client, project, logstore, logStore.get(i).GetShardId(), endTimestampMillis).GetCursor();
+                        if (beginCursor.equals(endCursor)) {
+                            if ((i == logStore.size() - 1) && (readerSplitConfigs.size() == 0)) {
+                                
+                            } else {
+                                LOG.info("skip empty shard[" + logStore.get(i) + "]!");
+                                continue;
+                            }
+                        }
+                    } catch (Exception e) {
+                        LOG.error("Check Shard[" + logStore.get(i) + "] Error, please check !" + e.toString());
+                        throw DataXException.asDataXException(LogHubReaderErrorCode.LOG_HUB_ERROR, e);
+                    }
+                } 
+                Configuration splitedConfig = this.originalConfig.clone();
+                splitedConfig.set(Key.SHARD, logStore.get(i).GetShardId());
+                readerSplitConfigs.add(splitedConfig);
+            }
+            
+            if (splitNumber < adviceNumber) {
+        //        LOG.info(MESSAGE_SOURCE.message("hdfsreader.12",
+        //                splitNumber, adviceNumber, splitNumber, splitNumber));
+            }
+            LOG.info("split() ok and end...");
+            
+            return readerSplitConfigs;
+        }
+
+        @Override
+        public void post() {
+        }
+
+        @Override
+        public void destroy() {
+        }
+        
+        private GetCursorResponse getCursorWithRetry(final Client client, final String project, final String logstore, final int shard, final long fromTime) throws Exception {
+            return 
+                    RetryUtil.executeWithRetry(new Callable<GetCursorResponse>() {
+                @Override
+                public GetCursorResponse call() throws Exception {
+                    LOG.info("loghug get cursor with project: {} logstore: {} shard: {} time: {}", project, logstore, shard, fromTime);
+                    return client.GetCursor(project, logstore, shard, fromTime);
+                }
+            }, 7, 1000L, true);
+        }
+
+    }
+
+    public static class Task extends Reader.Task {
+        
+        private static final Logger LOG = LoggerFactory.getLogger(Task.class);
+        
+        private Configuration taskConfig;
+        private Client client;
+        private String endPoint;
+        private String accessKeyId;
+        private String accessKeySecret;
+        private String project;
+        private String logstore;
+        private long beginTimestampMillis;
+        private long endTimestampMillis;
+        private int batchSize;
+        private int shard;
+        private List<String> columns;
+                
+        @Override
+        public void init() {
+            this.taskConfig = super.getPluginJobConf();
+            
+            endPoint = this.taskConfig.getString(Key.ENDPOINT);
+            accessKeyId = this.taskConfig.getString(Key.ACCESSKEYID);
+            accessKeySecret = this.taskConfig.getString(Key.ACCESSKEYSECRET);
+            project = this.taskConfig.getString(Key.PROJECT);
+            logstore = this.taskConfig.getString(Key.LOGSTORE);
+            batchSize = this.taskConfig.getInt(Key.BATCHSIZE, 128);
+            
+            this.beginTimestampMillis = this.taskConfig.getLong(Key.BEGINTIMESTAMPMILLIS, -1);            
+            String beginDateTime = this.taskConfig.getString(Key.BEGINDATETIME);
+            
+            if (beginDateTime != null) {
+                try {
+                    beginTimestampMillis = getUnixTimeFromDateTime(beginDateTime);
+                } catch (ParseException e) {                    
+                }
+            }
+                        
+            this.endTimestampMillis = this.taskConfig.getLong(Key.ENDTIMESTAMPMILLIS, -1);     
+            String endDateTime = this.taskConfig.getString(Key.ENDDATETIME);
+            
+            if (endDateTime != null) {
+                try {
+                    endTimestampMillis = getUnixTimeFromDateTime(endDateTime);
+                } catch (ParseException e) {                    
+                }
+            }
+            
+            columns = this.taskConfig.getList(Key.COLUMN, String.class);
+            
+            shard = this.taskConfig.getInt(Key.SHARD);
+            
+            client = new Client(endPoint, accessKeyId, accessKeySecret);
+            LOG.info("init loghub reader task finished.project:{} logstore:{} batchSize:{}", project, logstore, batchSize);
+        }
+
+        @Override
+        public void prepare() {
+        }
+        
+        private long getUnixTimeFromDateTime(String dateTime) throws ParseException {
+            try {
+                String format = Constant.DATETIME_FORMAT;
+                SimpleDateFormat simpleDateFormat = new SimpleDateFormat(format);
+                return simpleDateFormat.parse(dateTime).getTime() / 1000;
+            } catch (ParseException ignored) {
+            }
+            String format = Constant.DATE_FORMAT;
+            SimpleDateFormat simpleDateFormat = new SimpleDateFormat(format);
+            return simpleDateFormat.parse(dateTime).getTime() / 1000;
+        }
+        
+        private GetCursorResponse getCursorWithRetry(final Client client, final String project, final String logstore, final int shard, final long fromTime) throws Exception {
+            return 
+                    RetryUtil.executeWithRetry(new Callable<GetCursorResponse>() {
+                @Override
+                public GetCursorResponse call() throws Exception {
+                    LOG.info("loghug get cursor with project: {} logstore: {} shard: {} time: {}", project, logstore, shard, fromTime);
+                    return client.GetCursor(project, logstore, shard, fromTime);
+                }
+            }, 7, 1000L, true);
+        }
+        
+        private GetCursorResponse getCursorWithRetry(final Client client, final String project, final String logstore, final int shard, final CursorMode mode) throws Exception {
+            return 
+                    RetryUtil.executeWithRetry(new Callable<GetCursorResponse>() {
+                @Override
+                public GetCursorResponse call() throws Exception {
+                    LOG.info("loghug get cursor with project: {} logstore: {} shard: {} mode: {}", project, logstore, shard, mode);
+                    return client.GetCursor(project, logstore, shard, mode);
+                }
+            }, 7, 1000L, true);
+        }
+        
+        private BatchGetLogResponse batchGetLogWithRetry(final Client client, final String project, final String logstore, final int shard, final int batchSize,
+                final String curCursor, final String endCursor) throws Exception {
+            return 
+                    RetryUtil.executeWithRetry(new Callable<BatchGetLogResponse>() {
+                @Override
+                public BatchGetLogResponse call() throws Exception {
+                    return client.BatchGetLog(project, logstore, shard, batchSize, curCursor, endCursor);
+                }
+            }, 7, 1000L, true);
+        }
+
+        @Override
+        public void startRead(RecordSender recordSender) {
+            LOG.info("read start");
+            
+            try {                                
+                GetCursorResponse cursorRes;
+                if (this.beginTimestampMillis != -1) {
+                    cursorRes = getCursorWithRetry(client, project, logstore, this.shard, beginTimestampMillis);                     
+                } else {
+                    cursorRes = getCursorWithRetry(client, project, logstore, this.shard, CursorMode.BEGIN);
+                }
+                String beginCursor = cursorRes.GetCursor();
+                
+                LOG.info("the begin cursor, loghub requestId: {} cursor: {}", cursorRes.GetRequestId(), cursorRes.GetCursor());
+                                
+                if (this.endTimestampMillis != -1) {
+                    cursorRes = getCursorWithRetry(client, project, logstore, this.shard, endTimestampMillis); 
+                } else {
+                    cursorRes = getCursorWithRetry(client, project, logstore, this.shard, CursorMode.END);
+                }
+                String endCursor = cursorRes.GetCursor();
+                LOG.info("the end cursor, loghub requestId: {} cursor: {}", cursorRes.GetRequestId(), cursorRes.GetCursor());
+
+                if (StringUtils.equals(beginCursor, endCursor)) {
+                    LOG.info("beginCursor:{} equals endCursor:{}, end directly!", beginCursor, endCursor);
+                    return;
+                }
+
+                String currentCursor = null;
+                String nextCursor = beginCursor;
+
+                HashMap<String, String> metaMap = new HashMap<String, String>();
+                HashMap<String, String> dataMap = new HashMap<String, String>();
+                JSONObject allMetaJson = new JSONObject();
+                while (!StringUtils.equals(currentCursor, nextCursor)) {
+                    currentCursor = nextCursor;
+                    BatchGetLogResponse logDataRes = batchGetLogWithRetry(client, project, logstore, this.shard, this.batchSize, currentCursor, endCursor);
+                                        
+                    List<LogGroupData> logGroups = logDataRes.GetLogGroups();
+                    
+                    for(LogGroupData logGroup: logGroups) {
+                        metaMap.clear();
+                        allMetaJson.clear();
+                        FastLogGroup flg = logGroup.GetFastLogGroup();
+
+                        metaMap.put("C_Category", flg.getCategory());
+                        metaMap.put(Constant.META_COL_CATEGORY, flg.getCategory());
+                        allMetaJson.put(Constant.META_COL_CATEGORY, flg.getCategory());
+
+                        metaMap.put("C_Source", flg.getSource());
+                        metaMap.put(Constant.META_COL_SOURCE, flg.getSource());
+                        allMetaJson.put(Constant.META_COL_SOURCE, flg.getSource());
+
+                        metaMap.put("C_Topic", flg.getTopic());
+                        metaMap.put(Constant.META_COL_TOPIC, flg.getTopic());
+                        allMetaJson.put(Constant.META_COL_TOPIC, flg.getTopic());
+
+                        metaMap.put("C_MachineUUID", flg.getMachineUUID());
+                        metaMap.put(Constant.META_COL_MACHINEUUID, flg.getMachineUUID());
+                        allMetaJson.put(Constant.META_COL_MACHINEUUID, flg.getMachineUUID());
+                                                                    
+                        for (int tagIdx = 0; tagIdx < flg.getLogTagsCount(); ++tagIdx) {
+                            FastLogTag logtag = flg.getLogTags(tagIdx);
+                            String tagKey = logtag.getKey();
+                            String tagValue = logtag.getValue();
+                            if (tagKey.equals(Constant.META_COL_HOSTNAME)) {
+                                metaMap.put("C_HostName", logtag.getValue());
+                            } else if (tagKey.equals(Constant.META_COL_PATH)) {
+                                metaMap.put("C_Path", logtag.getValue());
+                            }
+                            metaMap.put(tagKey, tagValue);
+                            allMetaJson.put(tagKey, tagValue);
+                        }
+
+                        for (int lIdx = 0; lIdx < flg.getLogsCount(); ++lIdx) {
+                            dataMap.clear();
+                            FastLog log = flg.getLogs(lIdx);
+                            
+                            String logTime = String.valueOf(log.getTime());
+                            metaMap.put("C_LogTime", logTime);
+                            metaMap.put(Constant.META_COL_LOGTIME, logTime);
+                            allMetaJson.put(Constant.META_COL_LOGTIME, logTime);
+
+                            for (int cIdx = 0; cIdx < log.getContentsCount(); ++cIdx) {
+                                FastLogContent content = log.getContents(cIdx);
+                                dataMap.put(content.getKey(), content.getValue());  
+                            }
+                            
+                            Record record = recordSender.createRecord();
+
+                            JSONObject extractOthers = new JSONObject();
+                            if(columns.contains(Constant.COL_EXTRACT_OTHERS)){
+                                List<String> keyList = Arrays.asList(dataMap.keySet().toArray(new String[dataMap.keySet().size()]));
+                                for (String otherKey:keyList) {
+                                    if (!columns.contains(otherKey)){
+                                        extractOthers.put(otherKey,dataMap.get(otherKey));
+                                    }
+                                }
+                            }
+                            if (null != this.columns && 1 == this.columns.size()) {
+                                String columnsInStr = columns.get(0).toString();
+                                if ("\"*\"".equals(columnsInStr) || "*".equals(columnsInStr)) {
+                                    List<String> keyList = Arrays.asList(dataMap.keySet().toArray(new String[dataMap.keySet().size()]));
+                                    Collections.sort(keyList);
+
+                                    for (String key : keyList) {
+                                        record.addColumn(new StringColumn(key + ":" + dataMap.get(key)));
+                                    }
+                                } else {
+                                    if (dataMap.containsKey(columnsInStr)) {
+                                        record.addColumn(new StringColumn(dataMap.get(columnsInStr)));
+                                    } else if (metaMap.containsKey(columnsInStr)) {
+                                        record.addColumn(new StringColumn(metaMap.get(columnsInStr)));
+                                    } else if (Constant.COL_EXTRACT_OTHERS.equals(columnsInStr)){
+                                        record.addColumn(new StringColumn(extractOthers.toJSONString()));
+                                    } else if (Constant.COL_EXTRACT_ALL_META.equals(columnsInStr)) {
+                                        record.addColumn(new StringColumn(allMetaJson.toJSONString()));
+                                    }
+                                }
+                            } else {
+                                for (String col : this.columns) {
+                                    if (dataMap.containsKey(col)) {
+                                        record.addColumn(new StringColumn(dataMap.get(col)));
+                                    } else if (metaMap.containsKey(col)) {
+                                        record.addColumn(new StringColumn(metaMap.get(col)));
+                                    } else if (col != null && col.startsWith("'") && col.endsWith("'")){
+                                        String constant = col.substring(1, col.length()-1);
+                                        record.addColumn(new StringColumn(constant));
+                                    }else if (Constant.COL_EXTRACT_OTHERS.equals(col)){
+                                        record.addColumn(new StringColumn(extractOthers.toJSONString()));
+                                    } else if (Constant.COL_EXTRACT_ALL_META.equals(col)) {
+                                        record.addColumn(new StringColumn(allMetaJson.toJSONString()));
+                                    } else {
+                                        record.addColumn(new StringColumn(null));
+                                    }
+                                }
+                            }                         
+
+                            recordSender.sendToWriter(record);                            
+                        }
+                    }
+
+                    nextCursor = logDataRes.GetNextCursor();
+                }
+            } catch (LogException e) {
+                if (e.GetErrorCode().equals("LogStoreNotExist")) {
+                    LOG.info("logStore[" + logstore +"] Not Exits! detail error messsage: " + e.toString());
+                } else {
+                    LOG.error("read LogStore[" + logstore + "] error, please check ! detail error messsage: " + e.toString());
+                    throw DataXException.asDataXException(LogHubReaderErrorCode.LOG_HUB_ERROR, e);             
+                }
+
+            } catch (Exception e) {
+                LOG.error("read LogStore[" + logstore + "] error, please check ! detail error messsage: " + e.toString());
+                throw DataXException.asDataXException(LogHubReaderErrorCode.LOG_HUB_ERROR, e);
+            }
+                        
+            LOG.info("end read loghub shard...");
+        }
+
+        @Override
+        public void post() {
+        }
+
+        @Override
+        public void destroy() {
+        }
+    }
+}
diff --git a/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReaderErrorCode.java b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReaderErrorCode.java
new file mode 100644
index 00000000..d9ee4c8e
--- /dev/null
+++ b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReaderErrorCode.java
@@ -0,0 +1,34 @@
+package com.alibaba.datax.plugin.reader.loghubreader;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum LogHubReaderErrorCode implements ErrorCode {
+    BAD_CONFIG_VALUE("LogHuReader-00", "The value you configured is invalid."),
+    LOG_HUB_ERROR("LogHubReader-01","LogHub access encounter exception"),
+    REQUIRE_VALUE("LogHubReader-02","Missing parameters"),
+    EMPTY_LOGSTORE_VALUE("LogHubReader-03","There is no shard in this LogStore");
+    
+    private final String code;
+    private final String description;
+
+    private LogHubReaderErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code,
+                this.description);
+    }
+}
diff --git a/loghubreader/src/main/resources/plugin.json b/loghubreader/src/main/resources/plugin.json
new file mode 100644
index 00000000..31403dd6
--- /dev/null
+++ b/loghubreader/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+    "name": "loghubreader",
+    "class": "com.alibaba.datax.plugin.reader.loghubreader.LogHubReader",
+    "description": "适用于: 从SLS LogHub中读取数据",
+    "developer": "alibaba"
+}
\ No newline at end of file
diff --git a/loghubreader/src/main/resources/plugin_job_template.json b/loghubreader/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..4d536eb9
--- /dev/null
+++ b/loghubreader/src/main/resources/plugin_job_template.json
@@ -0,0 +1,12 @@
+{
+    "name": "loghubreader",
+    "parameter": {
+        "endpoint": "",
+        "accessId": "",
+        "accessKey": "",
+        "project": "",
+        "logstore": "",
+        "batchSize":1024,
+        "column": []
+    }
+}
\ No newline at end of file
diff --git a/loghubwriter/pom.xml b/loghubwriter/pom.xml
new file mode 100644
index 00000000..d43b7286
--- /dev/null
+++ b/loghubwriter/pom.xml
@@ -0,0 +1,73 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+
+    <artifactId>loghubwriter</artifactId>
+
+    <version>0.0.1-SNAPSHOT</version>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>ch.qos.logback</groupId>
+            <artifactId>logback-classic</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.aliyun.openservices</groupId>
+            <artifactId>aliyun-log</artifactId>
+            <version>0.6.12</version>
+        </dependency>
+    </dependencies>
+
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <!-- assembly plugin -->
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
diff --git a/loghubwriter/src/main/assembly/package.xml b/loghubwriter/src/main/assembly/package.xml
new file mode 100644
index 00000000..44d25a48
--- /dev/null
+++ b/loghubwriter/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly
+        xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+            </includes>
+            <outputDirectory>plugin/writer/loghubwriter</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>loghubwriter-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/writer/loghubwriter</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/writer/loghubwriter/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/Key.java b/loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/Key.java
new file mode 100644
index 00000000..bdfe3fa5
--- /dev/null
+++ b/loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/Key.java
@@ -0,0 +1,35 @@
+package com.alibaba.datax.plugin.writer.loghubwriter;
+
+/**
+ * 配置关键字
+ * @author
+ */
+public final class Key {
+
+    /**
+     * 此处声明插件用到的需要插件使用者提供的配置项
+     */
+    public static final String ENDPOINT = "endpoint";
+
+    public static final String ACCESS_KEY_ID = "accessId";
+
+    public static final String ACCESS_KEY_SECRET = "accessKey";
+
+    public static final String PROJECT = "project";
+
+    public static final String LOG_STORE = "logstore";
+
+    public static final String TOPIC = "topic";
+
+    public static final String COLUMN = "column";
+
+    public static final String BATCH_SIZE = "batchSize";
+
+    public static final String TIME = "time";
+
+    public static final String TIME_FORMAT = "timeformat";
+
+    public static final String SOURCE = "source";
+
+    public static final String HASH_BY_KEY = "hashKey";
+}
diff --git a/loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/LogHubWriter.java b/loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/LogHubWriter.java
new file mode 100644
index 00000000..bf60d08c
--- /dev/null
+++ b/loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/LogHubWriter.java
@@ -0,0 +1,315 @@
+package com.alibaba.datax.plugin.writer.loghubwriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.common.util.RetryUtil;
+import com.alibaba.datax.common.util.StrUtil;
+import com.aliyun.openservices.log.Client;
+import com.aliyun.openservices.log.common.LogItem;
+import com.aliyun.openservices.log.common.Shard;
+import com.aliyun.openservices.log.exception.LogException;
+import com.aliyun.openservices.log.request.ListShardRequest;
+import com.aliyun.openservices.log.request.PutLogsRequest;
+import com.aliyun.openservices.log.response.ListShardResponse;
+import com.aliyun.openservices.log.response.PutLogsResponse;
+
+import org.apache.commons.codec.digest.Md5Crypt;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+import sun.security.provider.MD5;
+
+import java.text.DateFormat;
+import java.text.SimpleDateFormat;
+import java.util.ArrayList;
+import java.util.Date;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.Callable;
+
+/**
+ * SLS 写插件
+ * @author
+ */
+public class LogHubWriter extends Writer {
+
+    public static class Job extends Writer.Job {
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+
+        private Configuration jobConfig = null;
+
+        @Override
+        public void init() {
+            info(LOG, "loghub writer job init begin ...");
+            this.jobConfig = super.getPluginJobConf();
+            validateParameter(jobConfig);
+            info(LOG, "loghub writer job init end.");
+        }
+
+        private void validateParameter(Configuration conf){
+            conf.getNecessaryValue(Key.ENDPOINT,LogHubWriterErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.ACCESS_KEY_ID,LogHubWriterErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.ACCESS_KEY_SECRET,LogHubWriterErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.PROJECT,LogHubWriterErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.LOG_STORE,LogHubWriterErrorCode.REQUIRE_VALUE);
+            conf.getNecessaryValue(Key.COLUMN,LogHubWriterErrorCode.REQUIRE_VALUE);
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            info(LOG, "split begin...");
+            List<Configuration> configurationList = new ArrayList<Configuration>();
+            for (int i = 0; i < mandatoryNumber; i++) {
+                configurationList.add(this.jobConfig.clone());
+            }
+            info(LOG, "split end...");
+            return configurationList;
+        }
+
+        @Override
+        public void post() {
+        }
+
+        @Override
+        public void destroy() {
+        }
+    }
+
+    public static class Task extends Writer.Task {
+        private static final Logger LOG = LoggerFactory.getLogger(Task.class);
+        private Configuration taskConfig;
+        private com.aliyun.openservices.log.Client logHubClient;
+        private String logStore;
+        private String topic;
+        private String project;
+        private List<String> columnList;
+        private int batchSize;
+        private String timeCol;
+        private String timeFormat;
+        private String source;
+        private boolean isHashKey;
+        private List<Shard> shards;
+        public void init() {
+            this.taskConfig = super.getPluginJobConf();
+            String endpoint = taskConfig.getString(Key.ENDPOINT);
+            String accessKeyId = taskConfig.getString(Key.ACCESS_KEY_ID);
+            String accessKeySecret = taskConfig.getString(Key.ACCESS_KEY_SECRET);
+            project = taskConfig.getString(Key.PROJECT);
+            logStore = taskConfig.getString(Key.LOG_STORE);
+            topic = taskConfig.getString(Key.TOPIC,"");
+            columnList = taskConfig.getList(Key.COLUMN,String.class);
+            batchSize = taskConfig.getInt(Key.BATCH_SIZE,1024);
+            timeCol = taskConfig.getString(Key.TIME,"");
+            timeFormat = taskConfig.getString(Key.TIME_FORMAT,"");
+            source = taskConfig.getString(Key.SOURCE,"");
+            isHashKey = taskConfig.getBool(Key.HASH_BY_KEY,false);
+            logHubClient = new Client(endpoint, accessKeyId, accessKeySecret);
+            if (isHashKey) {
+                listShard();
+                info(LOG, "init loghub writer with hash key mode.");
+            }
+            if (LOG.isInfoEnabled()) {
+                LOG.info("init loghub writer task finished.project:{} logstore:{} topic:{} batchSize:{}",project,logStore,topic,batchSize);
+            }
+        }
+
+        /**
+         * 获取通道的分片信息
+         */
+        private void listShard() {
+            try {
+                ListShardResponse response = logHubClient.ListShard(new ListShardRequest(project,logStore));
+                shards = response.GetShards();
+                if (LOG.isInfoEnabled()) {
+                    LOG.info("Get shard count:{}", shards.size());
+                }
+            } catch (LogException e) {
+                info(LOG, "Get shard failed!");
+                throw new RuntimeException("Get shard failed!", e);
+            }
+        }
+
+        @Override
+        public void prepare() {
+        }
+
+        private int getTime(String v) {
+            try {
+                if ("bigint".equalsIgnoreCase(timeFormat)) {
+                    return Integer.valueOf(v);
+                }
+
+                DateFormat sdf = new SimpleDateFormat(timeFormat);
+                Date date = sdf.parse(v);
+                return (int)(date.getTime()/1000);
+            } catch (Exception e) {
+                LOG.warn("Format time failed!", e);
+            }
+            return (int)(((new Date())).getTime()/1000);
+        }
+
+        @Override
+        public void startWrite(RecordReceiver recordReceiver) {
+            info(LOG, "start to  write.....................");
+            // 按照shared做hash处理
+            if (isHashKey) {
+                processDataWithHashKey(recordReceiver);
+            } else {
+                processDataWithoutHashKey(recordReceiver);
+            }
+            info(LOG, "finish to write.........");
+        }
+
+        private void processDataWithHashKey(RecordReceiver receiver) {
+            Record record;
+            Map<String, List<LogItem>> logMap = new HashMap<String, List<LogItem>>(shards.size());
+            int count = 0;
+            try {
+                while ((record = receiver.getFromReader()) != null) {
+                    LogItem logItem = new LogItem();
+                    if (record.getColumnNumber() != columnList.size()) {
+                        this.getTaskPluginCollector().collectDirtyRecord(record, "column not match");
+                    }
+
+                    String id = "";
+                    for (int i = 0; i < record.getColumnNumber(); i++) {
+                        String colName = columnList.get(i);
+                        String colValue = record.getColumn(i).asString();
+                        if (colName.endsWith("_id")) {
+                            id = colValue;
+                        }
+
+                        logItem.PushBack(colName, colValue);
+                        if (colName.equals(timeCol)) {
+                            logItem.SetTime(getTime(colValue));
+                        }
+                    }
+
+                    String hashKey = getShardHashKey(StrUtil.getMd5(id), shards);
+                    if (!logMap.containsKey(hashKey)) {
+                        info(LOG, "Hash key:" + hashKey);
+                        logMap.put(hashKey, new ArrayList<LogItem>());
+                    }
+                    logMap.get(hashKey).add(logItem);
+
+                    if (logMap.get(hashKey).size() % batchSize == 0) {
+                        PutLogsRequest request = new PutLogsRequest(project, logStore, topic, source, logMap.get(hashKey), hashKey);
+                        PutLogsResponse response = putLog(request);
+                        count += logMap.get(hashKey).size();
+                        if (LOG.isDebugEnabled()) {
+                            LOG.debug("record count:{}, request id:{}", logMap.get(hashKey).size(), response.GetRequestId());
+                        }
+                        logMap.get(hashKey).clear();
+                    }
+                }
+
+                for (Map.Entry<String, List<LogItem>> entry : logMap.entrySet()) {
+                    if (!entry.getValue().isEmpty()) {
+                        // 将剩余的数据发送
+                        PutLogsRequest request = new PutLogsRequest(project, logStore, topic, source, entry.getValue(), entry.getKey());
+                        PutLogsResponse response = putLog(request);
+                        count += entry.getValue().size();
+                        if (LOG.isDebugEnabled()) {
+                            LOG.debug("record count:{}, request id:{}", entry.getValue().size(), response.GetRequestId());
+                        }
+                        entry.getValue().clear();
+                    }
+                }
+                LOG.info("{} records have been sent", count);
+            } catch (LogException ex) {
+                throw DataXException.asDataXException(LogHubWriterErrorCode.LOG_HUB_ERROR, ex.getMessage(), ex);
+            } catch (Exception e) {
+                throw DataXException.asDataXException(LogHubWriterErrorCode.LOG_HUB_ERROR, e.getMessage(), e);
+            }
+        }
+
+        private void processDataWithoutHashKey(RecordReceiver receiver) {
+            Record record;
+            ArrayList<LogItem> logGroup = new ArrayList<LogItem>();
+            int count = 0;
+            try {
+                while ((record = receiver.getFromReader()) != null) {
+                    LogItem logItem = new LogItem();
+                    if(record.getColumnNumber() != columnList.size()){
+                        this.getTaskPluginCollector().collectDirtyRecord(record,"column not match");
+                    }
+                    for (int i = 0; i < record.getColumnNumber(); i++) {
+                        String colName = columnList.get(i);
+                        String colValue = record.getColumn(i).asString();
+                        logItem.PushBack(colName, colValue);
+                        if(colName.equals(timeCol)){
+                            logItem.SetTime(getTime(colValue));
+                        }
+                    }
+
+                    logGroup.add(logItem);
+                    count++;
+                    if (count % batchSize == 0) {
+                        PutLogsRequest request = new PutLogsRequest(project, logStore, topic, source, logGroup);
+                        PutLogsResponse response = putLog(request);
+                        logGroup.clear();
+                        if (LOG.isDebugEnabled()) {
+                            LOG.debug("record count:{}, request id:{}", count, response.GetRequestId());
+                        }
+                    }
+                }
+                if (!logGroup.isEmpty()) {
+                    //将剩余的数据发送
+                    PutLogsRequest request = new PutLogsRequest(project, logStore, topic, source, logGroup);
+                    PutLogsResponse response = putLog(request);
+                    logGroup.clear();
+                    if (LOG.isDebugEnabled()) {
+                        LOG.debug("record count:{}, request id:{}", count, response.GetRequestId());
+                    }
+                }
+                LOG.info("{} records have been sent", count);
+            } catch (LogException ex) {
+                throw DataXException.asDataXException(LogHubWriterErrorCode.LOG_HUB_ERROR, ex.getMessage(), ex);
+            } catch (Exception e) {
+                throw DataXException.asDataXException(LogHubWriterErrorCode.LOG_HUB_ERROR, e.getMessage(), e);
+            }
+        }
+
+        private PutLogsResponse putLog(final PutLogsRequest request) throws Exception{
+            final Client client = this.logHubClient;
+
+            return RetryUtil.executeWithRetry(new Callable<PutLogsResponse>() {
+                public PutLogsResponse call() throws LogException{
+                    return client.PutLogs(request);
+                }
+            }, 3, 1000L, false);
+        }
+
+        private String getShardHashKey(String hashKey, List<Shard> shards) {
+            for (Shard shard : shards) {
+                if (hashKey.compareTo(shard.getExclusiveEndKey()) < 0 && hashKey.compareTo(shard.getInclusiveBeginKey()) >= 0) {
+                    return shard.getInclusiveBeginKey();
+                }
+            }
+            return shards.get(0).getInclusiveBeginKey();
+        }
+
+        @Override
+        public void post() {
+        }
+
+        @Override
+        public void destroy() {
+        }
+    }
+
+    /**
+     * 日志打印控制
+     *
+     * @param logger
+     * @param message
+     */
+    public static void info(Logger logger, String message) {
+        if (logger.isInfoEnabled()) {
+            logger.info(message);
+        }
+    }
+}
diff --git a/loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/LogHubWriterErrorCode.java b/loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/LogHubWriterErrorCode.java
new file mode 100644
index 00000000..98c5e16f
--- /dev/null
+++ b/loghubwriter/src/main/java/com/alibaba/datax/plugin/writer/loghubwriter/LogHubWriterErrorCode.java
@@ -0,0 +1,33 @@
+package com.alibaba.datax.plugin.writer.loghubwriter;
+
+import com.alibaba.datax.common.spi.ErrorCode;
+
+public enum LogHubWriterErrorCode implements ErrorCode {
+    BAD_CONFIG_VALUE("LogHubWriter-00", "The value you configured is invalid."),
+    LOG_HUB_ERROR("LogHubWriter-01","LogHub access encounter exception"),
+    REQUIRE_VALUE("LogHubWriter-02","Missing parameters");
+
+    private final String code;
+    private final String description;
+
+    private LogHubWriterErrorCode(String code, String description) {
+        this.code = code;
+        this.description = description;
+    }
+
+    @Override
+    public String getCode() {
+        return this.code;
+    }
+
+    @Override
+    public String getDescription() {
+        return this.description;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("Code:[%s], Description:[%s]. ", this.code,
+                this.description);
+    }
+}
\ No newline at end of file
diff --git a/loghubwriter/src/main/resources/plugin.json b/loghubwriter/src/main/resources/plugin.json
new file mode 100644
index 00000000..2a913b14
--- /dev/null
+++ b/loghubwriter/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+    "name": "loghubwriter",
+    "class": "com.alibaba.datax.plugin.writer.loghubwriter.LogHubWriter",
+    "description": "适用于: 将数据导入到SLS LogHub中",
+    "developer": "alibaba"
+}
\ No newline at end of file
diff --git a/loghubwriter/src/main/resources/plugin_job_template.json b/loghubwriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..ac0d3b2a
--- /dev/null
+++ b/loghubwriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,13 @@
+{
+    "name": "loghubwriter",
+    "parameter": {
+        "endpoint": "",
+        "accessId": "",
+        "accessKey": "",
+        "project": "",
+        "logstore": "",
+        "topic": "",
+        "batchSize":1024,
+        "column": []
+    }
+}
\ No newline at end of file
diff --git a/mysqlreader/doc/mysqlreader.md b/mysqlreader/doc/mysqlreader.md
index 24589579..bae4bce0 100644
--- a/mysqlreader/doc/mysqlreader.md
+++ b/mysqlreader/doc/mysqlreader.md
@@ -197,9 +197,9 @@ MysqlReader插件实现了从Mysql读取数据。在底层实现上，MysqlReade
 
 * **querySql**
 
-	* 描述：在有些业务场景下，where这一配置项不足以描述所筛选的条件，用户可以通过该配置型来自定义筛选SQL。当用户配置了这一项之后，DataX系统就会忽略column这些配置型，直接使用这个配置项的内容对数据进行筛选，例如需要进行多表join后同步数据，使用select a,b from table_a join table_b on table_a.id = table_b.id <br />
+	* 描述：在有些业务场景下，where这一配置项不足以描述所筛选的条件，用户可以通过该配置型来自定义筛选SQL。当用户配置了这一项之后，DataX系统就会忽略table，column这些配置型，直接使用这个配置项的内容对数据进行筛选，例如需要进行多表join后同步数据，使用select a,b from table_a join table_b on table_a.id = table_b.id <br />
 
-	 `当用户配置querySql时，MysqlReader直接忽略column、where条件的配置`，querySql优先级大于column、where选项。querySql和table不能同时存在
+	 `当用户配置querySql时，MysqlReader直接忽略table、column、where条件的配置`，querySql优先级大于table、column、where选项。
 
 	* 必选：否 <br />
 
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index 291dc785..642c99fe 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -1,6 +1,5 @@
 package com.alibaba.datax.plugin.reader.oceanbasev10reader.ext;
 
-import java.util.Arrays;
 import java.util.List;
 
 import com.alibaba.datax.common.constant.CommonConstant;
@@ -27,7 +26,7 @@ public class ReaderJob extends CommonRdbmsReader.Job {
     public void init(Configuration originalConfig) {
         //将config中的column和table中的关键字进行转义
         List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
-        ObReaderUtils.escapeDatabaseKeywords(columns);
+        ObReaderUtils.escapeDatabaseKeyword(columns);
         originalConfig.set(Key.COLUMN, columns);
 
         List<JSONObject> conns = originalConfig.getList(Constant.CONN_MARK, JSONObject.class);
@@ -38,7 +37,7 @@ public class ReaderJob extends CommonRdbmsReader.Job {
 
             // tables will be null when querySql is configured
             if (tables != null) {
-                ObReaderUtils.escapeDatabaseKeywords(tables);
+                ObReaderUtils.escapeDatabaseKeyword(tables);
                 originalConfig.set(String.format("%s[%d].%s", Constant.CONN_MARK, i, Key.TABLE),
                     tables);
             }
@@ -79,7 +78,8 @@ public class ReaderJob extends CommonRdbmsReader.Job {
         final String obJdbcDelimiter = com.alibaba.datax.plugin.rdbms.writer.Constant.OB10_SPLIT_STRING;
         if (jdbcUrl.startsWith(obJdbcDelimiter)) {
             String[] ss = jdbcUrl.split(obJdbcDelimiter);
-            if (ss.length >= 2) {
+            int elementCount = 2;
+            if (ss.length >= elementCount) {
                 String tenant = ss[1].trim();
                 String[] sss = tenant.split(":");
                 return sss[0];
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
index 6356b97b..06d53108 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtils.java
@@ -37,12 +37,15 @@ public class ObReaderUtils {
 
     public static final DataBaseType databaseType = DataBaseType.OceanBase;
 
+    private static final String TABLE_SCHEMA_DELIMITER = ".";
+
+    private static final Pattern JDBC_PATTERN = Pattern.compile("jdbc:(oceanbase|mysql)://([\\w\\.-]+:\\d+)/([\\w\\.-]+)");
 
     private static Set<String> keywordsFromString2HashSet(final String keywords) {
         return new HashSet(Arrays.asList(keywords.split(",")));
     }
 
-    public static String escapeDatabaseKeywords(String keyword) {
+    public static String escapeDatabaseKeyword(String keyword) {
         if (databaseKeywords == null) {
             if (isOracleMode(compatibleMode)) {
                 databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
@@ -57,10 +60,10 @@ public class ObReaderUtils {
         return keyword;
     }
 
-    public static void escapeDatabaseKeywords(List<String> ids) {
+    public static void escapeDatabaseKeyword(List<String> ids) {
         if (ids != null && ids.size() > 0) {
             for (int i = 0; i < ids.size(); i++) {
-                ids.set(i, escapeDatabaseKeywords(ids.get(i)));
+                ids.set(i, escapeDatabaseKeyword(ids.get(i)));
             }
         }
     }
@@ -144,7 +147,7 @@ public class ObReaderUtils {
         if (isOracleMode(context.getCompatibleMode())) {
             tableName = tableName.toUpperCase();
             String schema;
-            if (tableName.contains(".")) {
+            if (tableName.contains(TABLE_SCHEMA_DELIMITER)) {
                 schema = String.format("'%s'", tableName.substring(0, tableName.indexOf(".")));
                 tableName = tableName.substring(tableName.indexOf(".") + 1);
             } else {
@@ -170,7 +173,7 @@ public class ObReaderUtils {
             while (rs.next()) {
                 hasPk = true;
                 String columnName = rs.getString("Column_name");
-                columnName = escapeDatabaseKeywords(columnName);
+                columnName = escapeDatabaseKeyword(columnName);
                 if (!realIndex.contains(columnName)) {
                     realIndex.add(columnName);
                 }
@@ -462,7 +465,7 @@ public class ObReaderUtils {
         if (isOracleMode(compatibleMode)) {
             String schema;
             tableName = tableName.toUpperCase();
-            if (tableName.contains(".")) {
+            if (tableName.contains(TABLE_SCHEMA_DELIMITER)) {
                 schema = String.format("'%s'", tableName.substring(0, tableName.indexOf(".")));
                 tableName = tableName.substring(tableName.indexOf(".") + 1);
             } else {
@@ -513,7 +516,7 @@ public class ObReaderUtils {
                 Iterator<Map.Entry<String, List<String>>> iterator = allIndex.entrySet().iterator();
                 while (iterator.hasNext()) {
                     Map.Entry<String, List<String>> entry = iterator.next();
-                    if (entry.getKey().equals("PRIMARY")) {
+                    if ("PRIMARY".equals(entry.getKey())) {
                         continue;
                     }
 
@@ -770,9 +773,7 @@ public class ObReaderUtils {
     }
 
     public static String getDbNameFromJdbcUrl(String jdbcUrl) {
-        final Pattern pattern = Pattern.compile("jdbc:(oceanbase|mysql)://([\\w\\.-]+:\\d+)/([\\w\\.-]+)");
-
-        Matcher matcher = pattern.matcher(jdbcUrl);
+        Matcher matcher = JDBC_PATTERN.matcher(jdbcUrl);
         if (matcher.find()) {
             return matcher.group(3);
         } else {
@@ -814,18 +815,52 @@ public class ObReaderUtils {
         if (version1 == null || version2 == null) {
             throw new RuntimeException("can not compare null version");
         }
+        ObVersion v1 = new ObVersion(version1);
+        ObVersion v2 = new ObVersion(version2);
+        return v1.compareTo(v2);
+    }
 
-        String[] ver1Part = version1.split("\\.");
-        String[] ver2Part = version2.split("\\.");
-        for (int i = 0; i < ver1Part.length; i++) {
-            int v1 = Integer.parseInt(ver1Part[i]), v2 = Integer.parseInt(ver2Part[i]);
-            if (v1 > v2) {
-                return 1;
-            } else if (v1 < v2) {
-                return -1;
+    /**
+     *
+     * @param conn
+     * @param sql
+     * @return
+     */
+    public static List<String> getResultsFromSql(Connection conn, String sql) {
+        List<String> list = new ArrayList();
+        Statement stmt = null;
+        ResultSet rs = null;
+
+        LOG.info("executing sql: " + sql);
+
+        try {
+            stmt = conn.createStatement();
+            rs = stmt.executeQuery(sql);
+            while (rs.next()) {
+                list.add(rs.getString(1));
             }
+        } catch (Exception e) {
+            LOG.error("error when executing sql: " + e.getMessage());
+        } finally {
+            DBUtil.closeDBResources(rs, stmt, null);
         }
 
-        return 0;
+        return list;
+    }
+
+    /**
+     * get obversion, try ob_version first, and then try version if failed
+     * @param conn
+     * @return
+     */
+    public static ObVersion getObVersion(Connection conn) {
+        List<String> results = getResultsFromSql(conn, "select ob_version()");
+        if (results.size() == 0) {
+            results = getResultsFromSql(conn, "select version()");
+        }
+        ObVersion obVersion = new ObVersion(results.get(0));
+
+        LOG.info("obVersion: " + obVersion);
+        return obVersion;
     }
 }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObVersion.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObVersion.java
new file mode 100644
index 00000000..7bb6559e
--- /dev/null
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObVersion.java
@@ -0,0 +1,86 @@
+package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+/**
+ * @author johnrobbet
+ */
+public class ObVersion implements Comparable<ObVersion> {
+
+    private static final Logger LOG = LoggerFactory.getLogger(ObVersion.class);
+
+    private int majorVersion;
+    private int minorVersion;
+    private int releaseNumber;
+    private int patchNumber;
+
+    public static final ObVersion V2276 = valueOf("2.2.76");
+    private static final ObVersion DEFAULT_VERSION =
+        valueOf(System.getProperty("defaultObVersion","3.2.3.0"));
+
+    private static final int VERSION_PART_COUNT = 4;
+
+    public ObVersion(String version) {
+        try {
+            String[] versionParts = version.split("\\.");
+            majorVersion = Integer.valueOf(versionParts[0]);
+            minorVersion = Integer.valueOf(versionParts[1]);
+            releaseNumber = Integer.valueOf(versionParts[2]);
+            int tempPatchNum = 0;
+            if (versionParts.length == VERSION_PART_COUNT) {
+                try {
+                    tempPatchNum = Integer.valueOf(versionParts[3]);
+                } catch (Exception e) {
+                    LOG.warn("fail to parse ob version: " + e.getMessage());
+                }
+            }
+            patchNumber = tempPatchNum;
+        } catch (Exception ex) {
+            LOG.warn("fail to get ob version, using default {} {}",
+                DEFAULT_VERSION, ex.getMessage());
+            majorVersion  = DEFAULT_VERSION.majorVersion;
+            minorVersion  = DEFAULT_VERSION.minorVersion;
+            releaseNumber = DEFAULT_VERSION.releaseNumber;
+            patchNumber   = DEFAULT_VERSION.patchNumber;
+        }
+    }
+
+    public static ObVersion valueOf(String version) {
+        return new ObVersion(version);
+    }
+
+    @Override
+    public int compareTo(ObVersion o) {
+        if (this.majorVersion > o.majorVersion) {
+            return 1;
+        } else if (this.majorVersion < o.majorVersion) {
+            return -1;
+        }
+
+        if (this.minorVersion > o.minorVersion) {
+            return 1;
+        } else if (this.minorVersion < o.minorVersion) {
+            return -1;
+        }
+
+        if (this.releaseNumber > o.releaseNumber) {
+            return 1;
+        } else if (this.releaseNumber < o.releaseNumber) {
+            return -1;
+        }
+
+        if (this.patchNumber > o.patchNumber) {
+            return 1;
+        } else if (this.patchNumber < o.patchNumber) {
+            return -1;
+        }
+
+        return 0;
+    }
+
+    @Override
+    public String toString() {
+        return String.format("%d.%d.%d.%d", majorVersion, minorVersion, releaseNumber, patchNumber);
+    }
+}
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartType.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartType.java
index be190755..05c23d6f 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartType.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartType.java
@@ -5,8 +5,13 @@ package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
  */
 
 public enum PartType {
+    // Non partitioned table
     NONPARTITION("NONPARTITION"),
+
+    // Partitioned table
     PARTITION("PARTITION"),
+
+    // Subpartitioned table
     SUBPARTITION("SUBPARTITION");
 
     private String typeString;
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java
index 3bf2320a..bc3d455c 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java
@@ -3,7 +3,6 @@ package com.alibaba.datax.plugin.reader.oceanbasev10reader.util;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.reader.Constant;
 import com.alibaba.datax.plugin.rdbms.reader.Key;
-import com.alibaba.datax.plugin.rdbms.reader.util.HintUtil;
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.ext.ObReaderKey;
@@ -11,8 +10,6 @@ import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.sql.Connection;
-import java.sql.ResultSet;
-import java.sql.Statement;
 import java.util.ArrayList;
 import java.util.List;
 
@@ -22,12 +19,76 @@ import java.util.List;
 public class PartitionSplitUtil {
     private static final Logger LOG = LoggerFactory.getLogger(PartitionSplitUtil.class);
 
+    private static final String ORACLE_GET_SUBPART_TEMPLATE =
+        "select subpartition_name "
+            + "from dba_tab_subpartitions "
+            + "where table_name = '%s' and table_owner = '%s'";
+
+    private static final String ORACLE_GET_PART_TEMPLATE =
+        "select partition_name "
+            + "from dba_tab_partitions "
+            + "where table_name = '%s' and table_owner = '%s'";
+
+    private static final String MYSQL_GET_PART_TEMPLATE =
+        "select p.part_name "
+            + "from oceanbase.__all_part p, oceanbase.%s t, oceanbase.__all_database d "
+            + "where p.table_id = t.table_id "
+            + "and d.database_id = t.database_id "
+            + "and d.database_name = '%s' "
+            + "and t.table_name = '%s'";
+
+    private static final String MYSQL_GET_SUBPART_TEMPLATE =
+        "select p.sub_part_name "
+            + "from oceanbase.__all_sub_part p, oceanbase.%s t, oceanbase.__all_database d "
+            + "where p.table_id = t.table_id "
+            + "and d.database_id = t.database_id "
+            + "and d.database_name = '%s' "
+            + "and t.table_name = '%s'";
+
+    /**
+     * get partition info from data dictionary in ob oracle mode
+     * @param config
+     * @param tableName
+     * @return
+     */
+    public static PartInfo getObOraclePartInfoBySQL(Configuration config, String tableName) {
+        PartInfo partInfo;
+        DataBaseType dbType = ObReaderUtils.databaseType;
+        String jdbcUrl = config.getString(Key.JDBC_URL);
+        String username = config.getString(Key.USERNAME);
+        String password = config.getString(Key.PASSWORD);
+        String dbname = ObReaderUtils.getDbNameFromJdbcUrl(jdbcUrl).toUpperCase();
+        Connection conn = DBUtil.getConnection(dbType, jdbcUrl, username, password);
+        tableName = tableName.toUpperCase();
+
+        // check if the table has subpartitions or not
+        String getSubPartSql = String.format(ORACLE_GET_SUBPART_TEMPLATE, tableName, dbname);
+        List<String> partList = ObReaderUtils.getResultsFromSql(conn, getSubPartSql);
+        if (partList != null && partList.size() > 0) {
+            partInfo = new PartInfo(PartType.SUBPARTITION);
+            partInfo.addPart(partList);
+            return partInfo;
+        }
+
+        String getPartSql = String.format(ORACLE_GET_PART_TEMPLATE, tableName, dbname);
+        partList = ObReaderUtils.getResultsFromSql(conn, getPartSql);
+        if (partList != null && partList.size() > 0) {
+            partInfo = new PartInfo(PartType.PARTITION);
+            partInfo.addPart(partList);
+            return partInfo;
+        }
+
+        // table is not partitioned
+        partInfo = new PartInfo(PartType.NONPARTITION);
+        return partInfo;
+    }
+
     public static List<Configuration> splitByPartition (Configuration configuration) {
         List<Configuration> allSlices = new ArrayList<>();
-        List<Object> conns = configuration.getList(Constant.CONN_MARK, Object.class);
-        for (int i = 0, len = conns.size(); i < len; i++) {
+        List<Object> connections = configuration.getList(Constant.CONN_MARK, Object.class);
+        for (int i = 0, len = connections.size(); i < len; i++) {
             Configuration sliceConfig = configuration.clone();
-            Configuration connConf = Configuration.from(conns.get(i).toString());
+            Configuration connConf = Configuration.from(connections.get(i).toString());
             String jdbcUrl = connConf.getString(Key.JDBC_URL);
             sliceConfig.set(Key.JDBC_URL, jdbcUrl);
             sliceConfig.remove(Constant.CONN_MARK);
@@ -64,7 +125,7 @@ public class PartitionSplitUtil {
                 slices.add(slice);
             }
         } else {
-            LOG.info("fail to get table part info or table is not partitioned, proceed as non-partitioned table.");
+            LOG.info("table is not partitioned.");
 
             Configuration slice = configuration.clone();
             slice.set(Key.QUERY_SQL, ObReaderUtils.buildQuerySql(weakRead, column, table, where));
@@ -74,7 +135,16 @@ public class PartitionSplitUtil {
         return slices;
     }
 
-    private static PartInfo getObPartInfoBySQL(Configuration config, String table) {
+    public static PartInfo getObPartInfoBySQL(Configuration config, String table) {
+        boolean isOracleMode = config.getString(ObReaderKey.OB_COMPATIBILITY_MODE).equals("ORACLE");
+        if (isOracleMode) {
+            return getObOraclePartInfoBySQL(config, table);
+        } else {
+            return getObMySQLPartInfoBySQL(config, table);
+        }
+    }
+
+    public static PartInfo getObMySQLPartInfoBySQL(Configuration config, String table) {
         PartInfo partInfo = new PartInfo(PartType.NONPARTITION);
         List<String> partList;
         Connection conn = null;
@@ -86,45 +156,22 @@ public class PartitionSplitUtil {
             String allTable = "__all_table";
 
             conn = DBUtil.getConnection(DataBaseType.OceanBase, jdbcUrl, username, password);
-            String obVersion = getResultsFromSql(conn, "select version()").get(0);
-
-            LOG.info("obVersion: " + obVersion);
-
-            if (ObReaderUtils.compareObVersion("2.2.76", obVersion) < 0) {
+            ObVersion obVersion = ObReaderUtils.getObVersion(conn);
+            if (obVersion.compareTo(ObVersion.V2276) >= 0) {
                 allTable = "__all_table_v2";
             }
 
-            String queryPart = String.format(
-                "select p.part_name " +
-                    "from oceanbase.__all_part p, oceanbase.%s t, oceanbase.__all_database d " +
-                    "where p.table_id = t.table_id " +
-                    "and d.database_id = t.database_id " +
-                    "and d.database_name = '%s' " +
-                    "and t.table_name = '%s'", allTable, dbname, table);
-            String querySubPart = String.format(
-                "select p.sub_part_name " +
-                    "from oceanbase.__all_sub_part p, oceanbase.%s t, oceanbase.__all_database d " +
-                    "where p.table_id = t.table_id " +
-                    "and d.database_id = t.database_id " +
-                    "and d.database_name = '%s' " +
-                    "and t.table_name = '%s'", allTable, dbname, table);
-            if (config.getString(ObReaderKey.OB_COMPATIBILITY_MODE).equals("ORACLE")) {
-                queryPart = String.format(
-                    "select partition_name from all_tab_partitions where TABLE_OWNER = '%s' and table_name = '%s'",
-                    dbname.toUpperCase(), table.toUpperCase());
-                querySubPart = String.format(
-                    "select subpartition_name from all_tab_subpartitions where TABLE_OWNER = '%s' and table_name = '%s'",
-                    dbname.toUpperCase(), table.toUpperCase());
-            }
+            String querySubPart = String.format(MYSQL_GET_SUBPART_TEMPLATE, allTable, dbname, table);
 
             PartType partType = PartType.SUBPARTITION;
 
             // try subpartition first
-            partList = getResultsFromSql(conn, querySubPart);
+            partList = ObReaderUtils.getResultsFromSql(conn, querySubPart);
 
             // if table is not sub-partitioned, the try partition
             if (partList.isEmpty()) {
-                partList = getResultsFromSql(conn, queryPart);
+                String queryPart = String.format(MYSQL_GET_PART_TEMPLATE, allTable, dbname, table);
+                partList = ObReaderUtils.getResultsFromSql(conn, queryPart);
                 partType = PartType.PARTITION;
             }
 
@@ -140,26 +187,4 @@ public class PartitionSplitUtil {
 
         return partInfo;
     }
-
-    private static List<String> getResultsFromSql(Connection conn, String sql) {
-        List<String> list = new ArrayList();
-        Statement stmt = null;
-        ResultSet rs = null;
-
-        LOG.info("executing sql: " + sql);
-
-        try {
-            stmt = conn.createStatement();
-            rs = stmt.executeQuery(sql);
-            while (rs.next()) {
-                list.add(rs.getString(1));
-            }
-        } catch (Exception e) {
-            LOG.error("error when executing sql: " + e.getMessage());
-        } finally {
-            DBUtil.closeDBResources(rs, stmt, null);
-        }
-
-        return list;
-    }
 }
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
index d482232a..17655a52 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/TaskContext.java
@@ -19,6 +19,15 @@ public class TaskContext {
     private boolean weakRead = true;
     private String userSavePoint;
     private String compatibleMode = ObReaderUtils.OB_COMPATIBLE_MODE_MYSQL;
+
+    public String getPartitionName() {
+        return partitionName;
+    }
+
+    public void setPartitionName(String partitionName) {
+        this.partitionName = partitionName;
+    }
+
     private String partitionName;
 
     // 断点续读的保存点
@@ -165,12 +174,4 @@ public class TaskContext {
     public void setCompatibleMode(String compatibleMode) {
         this.compatibleMode = compatibleMode;
     }
-
-    public String getPartitionName() {
-        return partitionName;
-    }
-
-    public void setPartitionName(String partitionName) {
-        this.partitionName = partitionName;
-    }
 }
diff --git a/oceanbasev10reader/src/test/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtilsTest.java b/oceanbasev10reader/src/test/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtilsTest.java
index bc387767..35966595 100644
--- a/oceanbasev10reader/src/test/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtilsTest.java
+++ b/oceanbasev10reader/src/test/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObReaderUtilsTest.java
@@ -18,5 +18,7 @@ public class ObReaderUtilsTest {
         assert ObReaderUtils.compareObVersion("2.2.70", "2.2.50") == 1;
         assert ObReaderUtils.compareObVersion("2.2.70", "3.1.2") == -1;
         assert ObReaderUtils.compareObVersion("3.1.2", "3.1.2") == 0;
+        assert ObReaderUtils.compareObVersion("3.2.3.0", "3.2.3.0") == 0;
+        assert ObReaderUtils.compareObVersion("3.2.3.0-CE", "3.2.3.0") == 0;
     }
 }
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
index ede2eb01..62656843 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
@@ -61,7 +61,7 @@ public class OceanBaseV10Writer extends Writer {
 			checkCompatibleMode(originalConfig);
 			//将config中的column和table中的关键字进行转义
 			List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
-			ObWriterUtils.escapeDatabaseKeywords(columns);
+			ObWriterUtils.escapeDatabaseKeyword(columns);
 			originalConfig.set(Key.COLUMN, columns);
 
 			List<JSONObject> conns = originalConfig.getList(Constant.CONN_MARK, JSONObject.class);
@@ -69,7 +69,7 @@ public class OceanBaseV10Writer extends Writer {
 				JSONObject conn = conns.get(i);
 				Configuration connConfig = Configuration.from(conn.toString());
 				List<String> tables = connConfig.getList(Key.TABLE, String.class);
-				ObWriterUtils.escapeDatabaseKeywords(tables);
+				ObWriterUtils.escapeDatabaseKeyword(tables);
 				originalConfig.set(String.format("%s[%d].%s", Constant.CONN_MARK, i, Key.TABLE), tables);
 			}
 			this.commonJob = new CommonRdbmsWriter.Job(DATABASE_TYPE);
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
index ff1648a1..edc4b236 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/util/ObWriterUtils.java
@@ -25,7 +25,7 @@ public class ObWriterUtils {
 		return new HashSet(Arrays.asList(keywords.split(",")));
 	}
 
-	public static String escapeDatabaseKeywords(String keyword) {
+	public static String escapeDatabaseKeyword(String keyword) {
 		if (databaseKeywords == null) {
 			if (isOracleMode()) {
 				databaseKeywords = keywordsFromString2HashSet(ORACLE_KEYWORDS);
@@ -40,9 +40,9 @@ public class ObWriterUtils {
 		return keyword;
 	}
 
-	public static void escapeDatabaseKeywords(List<String> keywords) {
+	public static void escapeDatabaseKeyword(List<String> keywords) {
 		for (int i = 0; i < keywords.size(); i++) {
-			keywords.set(i, escapeDatabaseKeywords(keywords.get(i)));
+			keywords.set(i, escapeDatabaseKeyword(keywords.get(i)));
 		}
 	}
 	public static Boolean isEscapeMode(String keyword){
@@ -159,7 +159,7 @@ public class ObWriterUtils {
 			while (rs.next()) {
 				String keyName = rs.getString("Key_name");
 				String columnName = rs.getString("Column_name");
-				columnName=escapeDatabaseKeywords(columnName);
+				columnName= escapeDatabaseKeyword(columnName);
 				if(!ObWriterUtils.isEscapeMode(columnName)){
 					columnName = columnName.toUpperCase();
 				}
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ColumnType.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ColumnType.java
index eb674a7f..1c771d3e 100644
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ColumnType.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ColumnType.java
@@ -3,20 +3,6 @@ package com.alibaba.datax.plugin.reader.odpsreader;
 public enum ColumnType {
     PARTITION, NORMAL, CONSTANT, UNKNOWN, ;
 
-    @Override
-    public String toString() {
-        switch (this) {
-        case PARTITION:
-            return "partition";
-        case NORMAL:
-            return "normal";
-        case CONSTANT:
-            return "constant";
-        default:
-            return "unknown";
-        }
-    }
-
     public static ColumnType asColumnType(String columnTypeString) {
         if ("partition".equals(columnTypeString)) {
             return PARTITION;
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/InternalColumnInfo.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/InternalColumnInfo.java
new file mode 100644
index 00000000..b5a15f1d
--- /dev/null
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/InternalColumnInfo.java
@@ -0,0 +1,24 @@
+package com.alibaba.datax.plugin.reader.odpsreader;
+
+public class InternalColumnInfo {
+
+	private String columnName;
+
+	private ColumnType columnType;
+
+	public String getColumnName() {
+		return columnName;
+	}
+
+	public void setColumnName(String columnName) {
+		this.columnName = columnName;
+	}
+
+	public ColumnType getColumnType() {
+		return columnType;
+	}
+
+	public void setColumnType(ColumnType columnType) {
+		this.columnType = columnType;
+	}
+}
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
index 8cb7ba31..d7ea6b1c 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
@@ -15,8 +15,6 @@ import com.aliyun.odps.TableSchema;
 import com.aliyun.odps.tunnel.TableTunnel.DownloadSession;
 import com.aliyun.odps.type.TypeInfo;
 import org.apache.commons.lang3.StringUtils;
-import org.apache.commons.lang3.tuple.MutablePair;
-import org.apache.commons.lang3.tuple.Pair;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -311,7 +309,7 @@ public class OdpsReader extends Reader {
              */
             List<String> allPartitionColumns = this.originalConfig.getList(
                 Constant.PARTITION_COLUMNS, String.class);
-            List<Pair<String, ColumnType>> parsedColumns = OdpsUtil
+            List<InternalColumnInfo> parsedColumns = OdpsUtil
                 .parseColumns(allNormalColumns, allPartitionColumns,
                     userConfiguredColumns);
 
@@ -320,13 +318,15 @@ public class OdpsReader extends Reader {
             StringBuilder sb = new StringBuilder();
             sb.append("[ ");
             for (int i = 0, len = parsedColumns.size(); i < len; i++) {
-                Pair<String, ColumnType> pair = parsedColumns.get(i);
-                sb.append(String.format(" %s : %s", pair.getLeft(),
-                    pair.getRight()));
+            	InternalColumnInfo pair = parsedColumns.get(i);
+                sb.append(String.format(" %s : %s", pair.getColumnName(),
+                    pair.getColumnType()));
                 if (i != len - 1) {
                     sb.append(",");
                 }
             }
+            
+            
             sb.append(" ]");
             LOG.info("parsed column details: {} .", sb.toString());
         }
@@ -500,22 +500,11 @@ public class OdpsReader extends Reader {
             }
 
             try {
-                List<Configuration> parsedColumnsTmp = this.readerSliceConf
-                    .getListConfiguration(Constant.PARSED_COLUMNS);
-                List<Pair<String, ColumnType>> parsedColumns = new ArrayList<Pair<String, ColumnType>>();
-                for (int i = 0; i < parsedColumnsTmp.size(); i++) {
-                    Configuration eachColumnConfig = parsedColumnsTmp.get(i);
-                    String columnName = eachColumnConfig.getString("left");
-                    ColumnType columnType = ColumnType
-                        .asColumnType(eachColumnConfig.getString("right"));
-                    parsedColumns.add(new MutablePair<String, ColumnType>(
-                        columnName, columnType));
-
-                }
+				List<InternalColumnInfo> parsedColumns = this.readerSliceConf.getListWithJson(Constant.PARSED_COLUMNS,
+						InternalColumnInfo.class);
                 ReaderProxy readerProxy = new ReaderProxy(recordSender, downloadSession,
                         columnTypeMap, parsedColumns, partition, this.isPartitionedTable,
                         start, count, this.isCompress, this.readerSliceConf);
-
                 readerProxy.doRead();
             } catch (Exception e) {
                 throw DataXException.asDataXException(OdpsReaderErrorCode.READ_DATA_FAIL,
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java
index 31d0d605..1d56d191 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java
@@ -17,7 +17,6 @@ import com.aliyun.odps.type.MapTypeInfo;
 import com.aliyun.odps.type.TypeInfo;
 import org.apache.commons.codec.binary.Base64;
 import org.apache.commons.lang3.StringUtils;
-import org.apache.commons.lang3.tuple.Pair;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -34,7 +33,7 @@ public class ReaderProxy {
     private RecordSender recordSender;
     private TableTunnel.DownloadSession downloadSession;
     private Map<String, TypeInfo> columnTypeMap;
-    private List<Pair<String, ColumnType>> parsedColumns;
+    private List<InternalColumnInfo> parsedColumns;
     private String partition;
     private boolean isPartitionTable;
 
@@ -71,7 +70,7 @@ public class ReaderProxy {
 
     public ReaderProxy(RecordSender recordSender, TableTunnel.DownloadSession downloadSession,
                        Map<String, TypeInfo> columnTypeMap,
-                       List<Pair<String, ColumnType>> parsedColumns, String partition,
+                       List<InternalColumnInfo> parsedColumns, String partition,
                        boolean isPartitionTable, long start, long count, boolean isCompress, Configuration taskConfig) {
         this.recordSender = recordSender;
         this.downloadSession = downloadSession;
@@ -136,9 +135,9 @@ public class ReaderProxy {
                     // warn: for PARTITION||NORMAL columnTypeMap's key
                     // sets(columnName) is big than parsedColumns's left
                     // sets(columnName), always contain
-                    for (Pair<String, ColumnType> pair : this.parsedColumns) {
-                        String columnName = pair.getLeft();
-                        switch (pair.getRight()) {
+                    for (InternalColumnInfo pair : this.parsedColumns) {
+                        String columnName = pair.getColumnName();
+                        switch (pair.getColumnType()) {
                             case PARTITION:
                                 String partitionColumnValue = this
                                         .getPartitionColumnValue(partitionMap,
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java
index 0103a383..f2ad8e0f 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java
@@ -7,6 +7,7 @@ import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.common.util.RetryUtil;
 import com.alibaba.datax.plugin.reader.odpsreader.ColumnType;
 import com.alibaba.datax.plugin.reader.odpsreader.Constant;
+import com.alibaba.datax.plugin.reader.odpsreader.InternalColumnInfo;
 import com.alibaba.datax.plugin.reader.odpsreader.Key;
 import com.alibaba.datax.plugin.reader.odpsreader.OdpsReaderErrorCode;
 import com.aliyun.odps.*;
@@ -215,19 +216,18 @@ public final class OdpsUtil {
         return userConfiguredPartitionClassification;
     }
 
-    public static List<Pair<String, ColumnType>> parseColumns(
+    public static List<InternalColumnInfo> parseColumns(
             List<String> allNormalColumns, List<String> allPartitionColumns,
             List<String> userConfiguredColumns) {
-        List<Pair<String, ColumnType>> parsededColumns = new ArrayList<Pair<String, ColumnType>>();
+        List<InternalColumnInfo> parsededColumns = new ArrayList<InternalColumnInfo>();
         // warn: upper & lower case
         for (String column : userConfiguredColumns) {
-            MutablePair<String, ColumnType> pair = new MutablePair<String, ColumnType>();
-
+        	InternalColumnInfo pair = new InternalColumnInfo();
             // if constant column
             if (OdpsUtil.checkIfConstantColumn(column)) {
                 // remove first and last '
-                pair.setLeft(column.substring(1, column.length() - 1));
-                pair.setRight(ColumnType.CONSTANT);
+            	pair.setColumnName(column.substring(1, column.length() - 1));
+            	pair.setColumnType(ColumnType.CONSTANT);
                 parsededColumns.add(pair);
                 continue;
             }
@@ -236,8 +236,8 @@ public final class OdpsUtil {
             // repeated in partitioning columns
             int index = OdpsUtil.indexOfIgnoreCase(allNormalColumns, column);
             if (0 <= index) {
-                pair.setLeft(allNormalColumns.get(index));
-                pair.setRight(ColumnType.NORMAL);
+            	pair.setColumnName(allNormalColumns.get(index));
+            	pair.setColumnType(ColumnType.NORMAL);
                 parsededColumns.add(pair);
                 continue;
             }
@@ -245,8 +245,8 @@ public final class OdpsUtil {
             // if partition column
             index = OdpsUtil.indexOfIgnoreCase(allPartitionColumns, column);
             if (0 <= index) {
-                pair.setLeft(allPartitionColumns.get(index));
-                pair.setRight(ColumnType.PARTITION);
+            	pair.setColumnName(allPartitionColumns.get(index));
+            	pair.setColumnType(ColumnType.PARTITION);
                 parsededColumns.add(pair);
                 continue;
             }
@@ -431,13 +431,13 @@ public final class OdpsUtil {
                 MESSAGE_SOURCE.message("odpsutil.12", tableName), e);
     }
 
-    public static List<Column> getNormalColumns(List<Pair<String, ColumnType>> parsedColumns,
+    public static List<Column> getNormalColumns(List<InternalColumnInfo> parsedColumns,
                                                 Map<String, TypeInfo> columnTypeMap) {
         List<Column> userConfigNormalColumns = new ArrayList<Column>();
         Set<String> columnNameSet = new HashSet<String>();
-        for (Pair<String, ColumnType> columnInfo : parsedColumns) {
-            if (columnInfo.getValue() == ColumnType.NORMAL) {
-                String columnName = columnInfo.getKey();
+        for (InternalColumnInfo columnInfo : parsedColumns) {
+            if (columnInfo.getColumnType() == ColumnType.NORMAL) {
+                String columnName = columnInfo.getColumnName();
                 if (!columnNameSet.contains(columnName)) {
                     Column column = new Column(columnName, columnTypeMap.get(columnName));
                     userConfigNormalColumns.add(column);
diff --git a/opentsdbreader/pom.xml b/opentsdbreader/pom.xml
index f2263726..83d7c424 100644
--- a/opentsdbreader/pom.xml
+++ b/opentsdbreader/pom.xml
@@ -24,9 +24,6 @@
         <httpclient.version>4.5</httpclient.version>
         <commons-io.version>2.4</commons-io.version>
 
-        <!-- json -->
-        <fastjson.version>1.2.28</fastjson.version>
-
         <!-- opentsdb -->
         <opentsdb.version>2.3.2</opentsdb.version>
 
@@ -94,7 +91,6 @@
         <dependency>
             <groupId>com.alibaba</groupId>
             <artifactId>fastjson</artifactId>
-            <version>${fastjson.version}</version>
         </dependency>
 
         <!-- opentsdb -->
diff --git a/opentsdbreader/src/main/resources/plugin.json b/opentsdbreader/src/main/resources/plugin.json
index 692a9853..5c9cbed9 100755
--- a/opentsdbreader/src/main/resources/plugin.json
+++ b/opentsdbreader/src/main/resources/plugin.json
@@ -6,5 +6,5 @@
     "mechanism": "根据时间和 metric 直连底层 HBase 存储，从而 Scan 出符合条件的数据点",
     "warn": "指定起止时间会自动忽略分钟和秒，转为整点时刻，例如 2019-4-18 的 [3:35, 4:55) 会被转为 [3:00, 4:00)"
   },
-  "developer": "Benedict Jin"
+  "developer": "alibaba"
 }
diff --git a/oraclereader/pom.xml b/oraclereader/pom.xml
index ae8e06fa..67d4ac82 100755
--- a/oraclereader/pom.xml
+++ b/oraclereader/pom.xml
@@ -41,11 +41,9 @@
         </dependency>
 
         <dependency>
-            <groupId>com.oracle</groupId>
+            <groupId>oracle</groupId>
             <artifactId>ojdbc6</artifactId>
             <version>11.2.0.3</version>
-            <scope>system</scope>
-            <systemPath>${basedir}/src/main/lib/ojdbc6-11.2.0.3.jar</systemPath>
         </dependency>
 
     </dependencies>
diff --git a/oraclereader/src/main/assembly/package.xml b/oraclereader/src/main/assembly/package.xml
index a0c9fd1c..a954a30d 100755
--- a/oraclereader/src/main/assembly/package.xml
+++ b/oraclereader/src/main/assembly/package.xml
@@ -15,13 +15,6 @@
                 <include>plugin_job_template.json</include>
             </includes>
             <outputDirectory>plugin/reader/oraclereader</outputDirectory>
-        </fileSet>
-         <fileSet>
-            <directory>src/main/lib</directory>
-            <includes>
-                <include>ojdbc6-11.2.0.3.jar</include>
-            </includes>
-            <outputDirectory>plugin/reader/oraclereader/libs</outputDirectory>
         </fileSet>
         <fileSet>
             <directory>target/</directory>
diff --git a/oraclereader/src/main/lib/ojdbc6-11.2.0.3.jar b/oraclereader/src/main/lib/ojdbc6-11.2.0.3.jar
deleted file mode 100644
index 01da074d5a137914da574f929a4736ede7811a23..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/oraclewriter/pom.xml b/oraclewriter/pom.xml
index 95b78caf..9d3ad7a1 100755
--- a/oraclewriter/pom.xml
+++ b/oraclewriter/pom.xml
@@ -39,11 +39,9 @@
 		</dependency>
 
 		<dependency>
-			<groupId>com.oracle</groupId>
+			<groupId>oracle</groupId>
 			<artifactId>ojdbc6</artifactId>
 			<version>11.2.0.3</version>
-			<scope>system</scope>
-            <systemPath>${basedir}/src/main/lib/ojdbc6-11.2.0.3.jar</systemPath>
 		</dependency>
 
 	</dependencies>
diff --git a/oraclewriter/src/main/assembly/package.xml b/oraclewriter/src/main/assembly/package.xml
index 09a25d1a..9dab0c8e 100755
--- a/oraclewriter/src/main/assembly/package.xml
+++ b/oraclewriter/src/main/assembly/package.xml
@@ -16,13 +16,6 @@
 			</includes>
 			<outputDirectory>plugin/writer/oraclewriter</outputDirectory>
 		</fileSet>
-		<fileSet>
-			<directory>src/main/lib</directory>
-			<includes>
-				<include>ojdbc6-11.2.0.3.jar</include>
-			</includes>
-			<outputDirectory>plugin/writer/oraclewriter/libs</outputDirectory>
-		</fileSet>
 		<fileSet>
 			<directory>target/</directory>
 			<includes>
diff --git a/oraclewriter/src/main/lib/ojdbc6-11.2.0.3.jar b/oraclewriter/src/main/lib/ojdbc6-11.2.0.3.jar
deleted file mode 100644
index 01da074d5a137914da574f929a4736ede7811a23..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/oscarwriter/src/main/resources/plugin.json b/oscarwriter/src/main/resources/plugin.json
index f1a99fec..43adfbfe 100644
--- a/oscarwriter/src/main/resources/plugin.json
+++ b/oscarwriter/src/main/resources/plugin.json
@@ -2,5 +2,5 @@
     "name": "oscarwriter",
     "class": "com.alibaba.datax.plugin.writer.oscarwriter.OscarWriter",
     "description": "useScene: prod. mechanism: Jdbc connection using the database, execute insert sql. warn: The more you know about the database, the less problems you encounter.",
-    "developer": "linjiayu"
+    "developer": "alibaba"
 }
\ No newline at end of file
diff --git a/otsstreamreader/tools/tablestore_streamreader_console.py b/otsstreamreader/tools/tablestore_streamreader_console.py
deleted file mode 100644
index f9379d72..00000000
--- a/otsstreamreader/tools/tablestore_streamreader_console.py
+++ /dev/null
@@ -1,179 +0,0 @@
-#!/bin/usr/env python
-#-*- coding: utf-8 -*-
-
-from optparse import OptionParser
-import sys
-import json
-import tabulate
-import zlib
-from ots2 import *
-
-class ConsoleConfig:
-    def __init__(self, config_file):
-        f = open(config_file, 'r')
-        config = json.loads(f.read())
-        self.endpoint = str(config['endpoint'])
-        self.accessid = str(config['accessId'])
-        self.accesskey = str(config['accessKey'])
-        self.instance_name = str(config['instanceName'])
-        self.status_table = str(config['statusTable'])
-
-        self.ots = OTSClient(self.endpoint, self.accessid, self.accesskey, self.instance_name)
-
-def describe_job(config, options):
-    '''
-        1. get job's description
-        2. get all job's checkpoints and check if it is done
-    '''
-    if not options.stream_id:
-        print "Error: Should set the stream id using '-s' or '--streamid'."
-        sys.exit(-1)
-
-    if not options.timestamp:
-        print "Error: Should set the timestamp using '-t' or '--timestamp'."
-        sys.exit(-1)
-
-    pk = [('StreamId', options.stream_id), ('StatusType', 'DataxJobDesc'), ('StatusValue', '%16d' % int(options.timestamp))]
-    consumed, pk, attrs, next_token = config.ots.get_row(config.status_table, pk, [], None, 1)
-    if not attrs:
-        print 'Stream job is not found.'
-        sys.exit(-1)
-
-    job_detail = parse_job_detail(attrs)
-    print '----------JobDescriptions----------'
-    print json.dumps(job_detail, indent=2)
-    print '-----------------------------------'
-
-    stream_checkpoints = _list_checkpoints(config, options.stream_id, int(options.timestamp))
-
-    cps_headers = ['ShardId', 'SendRecordCount', 'Checkpoint', 'SkipCount', 'Version']
-    table_content = []
-    for cp in stream_checkpoints:
-        table_content.append([cp['ShardId'], cp['SendRecordCount'], cp['Checkpoint'], cp['SkipCount'], cp['Version']])
-
-    print tabulate.tabulate(table_content, headers=cps_headers)
-
-    # check if stream job has finished
-    finished = True
-    if len(job_detail['ShardIds']) != len(stream_checkpoints):
-        finished = False
-
-    for cp in stream_checkpoints:
-        if cp['Version'] != job_detail['Version']:
-            finished = False
-
-    print '----------JobSummary----------'
-    print 'ShardsCount:', len(job_detail['ShardIds'])
-    print 'CheckPointsCount:', len(stream_checkpoints)
-    print 'JobStatus:', 'Finished' if finished else 'NotFinished'
-    print '------------------------------'
-
-def _list_checkpoints(config, stream_id, timestamp):
-    start_pk = [('StreamId', stream_id), ('StatusType', 'CheckpointForDataxReader'), ('StatusValue', '%16d' % timestamp)]
-    end_pk = [('StreamId', stream_id), ('StatusType', 'CheckpointForDataxReader'), ('StatusValue', '%16d' % (timestamp + 1))]
-
-    consumed_counter = CapacityUnit(0, 0)
-    columns_to_get = []
-    checkpoints = []
-    range_iter = config.ots.xget_range(
-                config.status_table, Direction.FORWARD,
-                start_pk, end_pk,
-                consumed_counter, columns_to_get, 100,
-                column_filter=None, max_version=1
-    )
-
-    rows = []
-    for (primary_key, attrs) in range_iter:
-        checkpoint = {}
-        for attr in attrs:
-            checkpoint[attr[0]] = attr[1]
-
-        if not checkpoint.has_key('SendRecordCount'):
-            checkpoint['SendRecordCount'] = 0
-        checkpoint['ShardId'] = primary_key[2][1].split('\t')[1]
-        checkpoints.append(checkpoint)
-
-    return checkpoints
-
-def list_job(config, options):
-    '''
-        Two options:
-            1. list all jobs of stream
-            2. list all jobs and all streams
-    '''
-    consumed_counter = CapacityUnit(0, 0)
-
-    if options.stream_id:
-        start_pk = [('StreamId', options.stream_id), ('StatusType', INF_MIN), ('StatusValue', INF_MIN)]
-        end_pk = [('StreamId', options.stream_id), ('StatusType', INF_MAX), ('StatusValue', INF_MAX)]
-    else:
-        start_pk = [('StreamId', INF_MIN), ('StatusType', INF_MIN), ('StatusValue', INF_MIN)]
-        end_pk = [('StreamId', INF_MAX), ('StatusType', INF_MAX), ('StatusValue', INF_MAX)]
-
-    columns_to_get = []
-    range_iter = config.ots.xget_range(
-                config.status_table, Direction.FORWARD,
-                start_pk, end_pk,
-                consumed_counter, columns_to_get, None,
-                column_filter=None, max_version=1
-    )
-
-    rows = []
-    for (primary_key, attrs) in range_iter:
-        if primary_key[1][1] == 'DataxJobDesc':
-            job_detail = parse_job_detail(attrs)
-            rows.append([job_detail['TableName'], job_detail['JobStreamId'], job_detail['EndTime'], job_detail['StartTime'], job_detail['EndTime'], job_detail['Version']])
-
-    headers = ['TableName', 'JobStreamId', 'Timestamp', 'StartTime', 'EndTime', 'Version']
-    print tabulate.tabulate(rows, headers=headers)
-
-def parse_job_detail(attrs):
-    job_details = {}
-    shard_ids_content = ''
-    for attr in attrs:
-        if attr[0].startswith('ShardIds_'):
-            shard_ids_content += attr[1]
-        else:
-            job_details[attr[0]] = attr[1]
-
-    shard_ids = json.loads(zlib.decompress(shard_ids_content))
-
-    if not job_details.has_key('Version'):
-        job_details['Version'] = ''
-
-    if not job_details.has_key('SkipCount'):
-        job_details['SkipCount'] = 0
-    job_details['ShardIds'] = shard_ids
-
-    return job_details
-
-def parse_time(value):
-    try:
-        return int(value)
-    except Exception,e:
-        return int(time.mktime(time.strptime(value, '%Y-%m-%d %H:%M:%S')))
-
-if __name__ == '__main__':
-    parser = OptionParser()
-    parser.add_option('-c', '--config', dest='config_file', help='path of config file', metavar='tablestore_streamreader_config.json')
-    parser.add_option('-a', '--action', dest='action', help='the action to do', choices = ['describe_job', 'list_job'], metavar='')
-    parser.add_option('-t', '--timestamp', dest='timestamp', help='the timestamp', metavar='')
-    parser.add_option('-s', '--streamid', dest='stream_id', help='the id of stream', metavar='')
-    parser.add_option('-d', '--shardid', dest='shard_id', help='the id of shard', metavar='')
-
-    options, args = parser.parse_args()
-
-    if not options.config_file:
-        print "Error: Should set the path of config file using '-c' or '--config'."
-        sys.exit(-1)
-
-    if not options.action:
-        print "Error: Should set the action using '-a' or '--action'."
-        sys.exit(-1)
-
-    console_config = ConsoleConfig(options.config_file)
-    if options.action == 'list_job':
-        list_job(console_config, options)
-    elif options.action == 'describe_job':
-        describe_job(console_config, options)
-
diff --git a/otsstreamreader/tools/tabulate.py b/otsstreamreader/tools/tabulate.py
deleted file mode 100644
index 2444dcbf..00000000
--- a/otsstreamreader/tools/tabulate.py
+++ /dev/null
@@ -1,1237 +0,0 @@
-# -*- coding: utf-8 -*-
-
-"""Pretty-print tabular data."""
-
-from __future__ import print_function
-from __future__ import unicode_literals
-from collections import namedtuple, Iterable
-from platform import python_version_tuple
-import re
-
-
-if python_version_tuple()[0] < "3":
-    from itertools import izip_longest
-    from functools import partial
-    _none_type = type(None)
-    _int_type = int
-    _long_type = long
-    _float_type = float
-    _text_type = unicode
-    _binary_type = str
-
-    def _is_file(f):
-        return isinstance(f, file)
-
-else:
-    from itertools import zip_longest as izip_longest
-    from functools import reduce, partial
-    _none_type = type(None)
-    _int_type = int
-    _long_type = int
-    _float_type = float
-    _text_type = str
-    _binary_type = bytes
-
-    import io
-    def _is_file(f):
-        return isinstance(f, io.IOBase)
-
-try:
-    import wcwidth  # optional wide-character (CJK) support
-except ImportError:
-    wcwidth = None
-
-
-__all__ = ["tabulate", "tabulate_formats", "simple_separated_format"]
-__version__ = "0.7.6-dev"
-
-
-# minimum extra space in headers
-MIN_PADDING = 2
-
-# if True, enable wide-character (CJK) support
-WIDE_CHARS_MODE = wcwidth is not None
-
-
-Line = namedtuple("Line", ["begin", "hline", "sep", "end"])
-
-
-DataRow = namedtuple("DataRow", ["begin", "sep", "end"])
-
-
-# A table structure is suppposed to be:
-#
-#     --- lineabove ---------
-#         headerrow
-#     --- linebelowheader ---
-#         datarow
-#     --- linebewteenrows ---
-#     ... (more datarows) ...
-#     --- linebewteenrows ---
-#         last datarow
-#     --- linebelow ---------
-#
-# TableFormat's line* elements can be
-#
-#   - either None, if the element is not used,
-#   - or a Line tuple,
-#   - or a function: [col_widths], [col_alignments] -> string.
-#
-# TableFormat's *row elements can be
-#
-#   - either None, if the element is not used,
-#   - or a DataRow tuple,
-#   - or a function: [cell_values], [col_widths], [col_alignments] -> string.
-#
-# padding (an integer) is the amount of white space around data values.
-#
-# with_header_hide:
-#
-#   - either None, to display all table elements unconditionally,
-#   - or a list of elements not to be displayed if the table has column headers.
-#
-TableFormat = namedtuple("TableFormat", ["lineabove", "linebelowheader",
-                                         "linebetweenrows", "linebelow",
-                                         "headerrow", "datarow",
-                                         "padding", "with_header_hide"])
-
-
-def _pipe_segment_with_colons(align, colwidth):
-    """Return a segment of a horizontal line with optional colons which
-    indicate column's alignment (as in `pipe` output format)."""
-    w = colwidth
-    if align in ["right", "decimal"]:
-        return ('-' * (w - 1)) + ":"
-    elif align == "center":
-        return ":" + ('-' * (w - 2)) + ":"
-    elif align == "left":
-        return ":" + ('-' * (w - 1))
-    else:
-        return '-' * w
-
-
-def _pipe_line_with_colons(colwidths, colaligns):
-    """Return a horizontal line with optional colons to indicate column's
-    alignment (as in `pipe` output format)."""
-    segments = [_pipe_segment_with_colons(a, w) for a, w in zip(colaligns, colwidths)]
-    return "|" + "|".join(segments) + "|"
-
-
-def _mediawiki_row_with_attrs(separator, cell_values, colwidths, colaligns):
-    alignment = { "left":    '',
-                  "right":   'align="right"| ',
-                  "center":  'align="center"| ',
-                  "decimal": 'align="right"| ' }
-    # hard-coded padding _around_ align attribute and value together
-    # rather than padding parameter which affects only the value
-    values_with_attrs = [' ' + alignment.get(a, '') + c + ' '
-                         for c, a in zip(cell_values, colaligns)]
-    colsep = separator*2
-    return (separator + colsep.join(values_with_attrs)).rstrip()
-
-
-def _textile_row_with_attrs(cell_values, colwidths, colaligns):
-    cell_values[0] += ' '
-    alignment = { "left": "<.", "right": ">.", "center": "=.", "decimal": ">." }
-    values = (alignment.get(a, '') + v for a, v in zip(colaligns, cell_values))
-    return '|' + '|'.join(values) + '|'
-
-
-def _html_begin_table_without_header(colwidths_ignore, colaligns_ignore):
-    # this table header will be suppressed if there is a header row
-    return "\n".join(["<table>", "<tbody>"])
-
-
-def _html_row_with_attrs(celltag, cell_values, colwidths, colaligns):
-    alignment = { "left":    '',
-                  "right":   ' style="text-align: right;"',
-                  "center":  ' style="text-align: center;"',
-                  "decimal": ' style="text-align: right;"' }
-    values_with_attrs = ["<{0}{1}>{2}</{0}>".format(celltag, alignment.get(a, ''), c)
-                         for c, a in zip(cell_values, colaligns)]
-    rowhtml = "<tr>" + "".join(values_with_attrs).rstrip() + "</tr>"
-    if celltag == "th":  # it's a header row, create a new table header
-        rowhtml = "\n".join(["<table>",
-                             "<thead>",
-                             rowhtml,
-                             "</thead>",
-                             "<tbody>"])
-    return rowhtml
-
-def _moin_row_with_attrs(celltag, cell_values, colwidths, colaligns, header=''):
-    alignment = { "left":    '',
-                  "right":   '<style="text-align: right;">',
-                  "center":  '<style="text-align: center;">',
-                  "decimal": '<style="text-align: right;">' }
-    values_with_attrs = ["{0}{1} {2} ".format(celltag,
-                                              alignment.get(a, ''),
-                                              header+c+header)
-                         for c, a in zip(cell_values, colaligns)]
-    return "".join(values_with_attrs)+"||"
-
-def _latex_line_begin_tabular(colwidths, colaligns, booktabs=False):
-    alignment = { "left": "l", "right": "r", "center": "c", "decimal": "r" }
-    tabular_columns_fmt = "".join([alignment.get(a, "l") for a in colaligns])
-    return "\n".join(["\\begin{tabular}{" + tabular_columns_fmt + "}",
-                      "\\toprule" if booktabs else "\hline"])
-
-LATEX_ESCAPE_RULES = {r"&": r"\&", r"%": r"\%", r"$": r"\$", r"#": r"\#",
-                      r"_": r"\_", r"^": r"\^{}", r"{": r"\{", r"}": r"\}",
-                      r"~": r"\textasciitilde{}", "\\": r"\textbackslash{}",
-                      r"<": r"\ensuremath{<}", r">": r"\ensuremath{>}"}
-
-
-def _latex_row(cell_values, colwidths, colaligns):
-    def escape_char(c):
-        return LATEX_ESCAPE_RULES.get(c, c)
-    escaped_values = ["".join(map(escape_char, cell)) for cell in cell_values]
-    rowfmt = DataRow("", "&", "\\\\")
-    return _build_simple_row(escaped_values, rowfmt)
-
-
-_table_formats = {"simple":
-                  TableFormat(lineabove=Line("", "-", "  ", ""),
-                              linebelowheader=Line("", "-", "  ", ""),
-                              linebetweenrows=None,
-                              linebelow=Line("", "-", "  ", ""),
-                              headerrow=DataRow("", "  ", ""),
-                              datarow=DataRow("", "  ", ""),
-                              padding=0,
-                              with_header_hide=["lineabove", "linebelow"]),
-                  "plain":
-                  TableFormat(lineabove=None, linebelowheader=None,
-                              linebetweenrows=None, linebelow=None,
-                              headerrow=DataRow("", "  ", ""),
-                              datarow=DataRow("", "  ", ""),
-                              padding=0, with_header_hide=None),
-                  "grid":
-                  TableFormat(lineabove=Line("+", "-", "+", "+"),
-                              linebelowheader=Line("+", "=", "+", "+"),
-                              linebetweenrows=Line("+", "-", "+", "+"),
-                              linebelow=Line("+", "-", "+", "+"),
-                              headerrow=DataRow("|", "|", "|"),
-                              datarow=DataRow("|", "|", "|"),
-                              padding=1, with_header_hide=None),
-                  "fancy_grid":
-                  TableFormat(lineabove=Line("╒", "═", "╤", "╕"),
-                              linebelowheader=Line("╞", "═", "╪", "╡"),
-                              linebetweenrows=Line("├", "─", "┼", "┤"),
-                              linebelow=Line("╘", "═", "╧", "╛"),
-                              headerrow=DataRow("│", "│", "│"),
-                              datarow=DataRow("│", "│", "│"),
-                              padding=1, with_header_hide=None),
-                  "pipe":
-                  TableFormat(lineabove=_pipe_line_with_colons,
-                              linebelowheader=_pipe_line_with_colons,
-                              linebetweenrows=None,
-                              linebelow=None,
-                              headerrow=DataRow("|", "|", "|"),
-                              datarow=DataRow("|", "|", "|"),
-                              padding=1,
-                              with_header_hide=["lineabove"]),
-                  "orgtbl":
-                  TableFormat(lineabove=None,
-                              linebelowheader=Line("|", "-", "+", "|"),
-                              linebetweenrows=None,
-                              linebelow=None,
-                              headerrow=DataRow("|", "|", "|"),
-                              datarow=DataRow("|", "|", "|"),
-                              padding=1, with_header_hide=None),
-                  "jira":
-                  TableFormat(lineabove=None,
-                              linebelowheader=None,
-                              linebetweenrows=None,
-                              linebelow=None,
-                              headerrow=DataRow("||", "||", "||"),
-                              datarow=DataRow("|", "|", "|"),
-                              padding=1, with_header_hide=None),
-                  "psql":
-                  TableFormat(lineabove=Line("+", "-", "+", "+"),
-                              linebelowheader=Line("|", "-", "+", "|"),
-                              linebetweenrows=None,
-                              linebelow=Line("+", "-", "+", "+"),
-                              headerrow=DataRow("|", "|", "|"),
-                              datarow=DataRow("|", "|", "|"),
-                              padding=1, with_header_hide=None),
-                  "rst":
-                  TableFormat(lineabove=Line("", "=", "  ", ""),
-                              linebelowheader=Line("", "=", "  ", ""),
-                              linebetweenrows=None,
-                              linebelow=Line("", "=", "  ", ""),
-                              headerrow=DataRow("", "  ", ""),
-                              datarow=DataRow("", "  ", ""),
-                              padding=0, with_header_hide=None),
-                  "mediawiki":
-                  TableFormat(lineabove=Line("{| class=\"wikitable\" style=\"text-align: left;\"",
-                                             "", "", "\n|+ <!-- caption -->\n|-"),
-                              linebelowheader=Line("|-", "", "", ""),
-                              linebetweenrows=Line("|-", "", "", ""),
-                              linebelow=Line("|}", "", "", ""),
-                              headerrow=partial(_mediawiki_row_with_attrs, "!"),
-                              datarow=partial(_mediawiki_row_with_attrs, "|"),
-                              padding=0, with_header_hide=None),
-                  "moinmoin":
-                  TableFormat(lineabove=None,
-                              linebelowheader=None,
-                              linebetweenrows=None,
-                              linebelow=None,
-                              headerrow=partial(_moin_row_with_attrs,"||",header="'''"),
-                              datarow=partial(_moin_row_with_attrs,"||"),
-                              padding=1, with_header_hide=None),
-                  "html":
-                  TableFormat(lineabove=_html_begin_table_without_header,
-                              linebelowheader="",
-                              linebetweenrows=None,
-                              linebelow=Line("</tbody>\n</table>", "", "", ""),
-                              headerrow=partial(_html_row_with_attrs, "th"),
-                              datarow=partial(_html_row_with_attrs, "td"),
-                              padding=0, with_header_hide=["lineabove"]),
-                  "latex":
-                  TableFormat(lineabove=_latex_line_begin_tabular,
-                              linebelowheader=Line("\\hline", "", "", ""),
-                              linebetweenrows=None,
-                              linebelow=Line("\\hline\n\\end{tabular}", "", "", ""),
-                              headerrow=_latex_row,
-                              datarow=_latex_row,
-                              padding=1, with_header_hide=None),
-                  "latex_booktabs":
-                  TableFormat(lineabove=partial(_latex_line_begin_tabular, booktabs=True),
-                              linebelowheader=Line("\\midrule", "", "", ""),
-                              linebetweenrows=None,
-                              linebelow=Line("\\bottomrule\n\\end{tabular}", "", "", ""),
-                              headerrow=_latex_row,
-                              datarow=_latex_row,
-                              padding=1, with_header_hide=None),
-                  "tsv":
-                  TableFormat(lineabove=None, linebelowheader=None,
-                              linebetweenrows=None, linebelow=None,
-                              headerrow=DataRow("", "\t", ""),
-                              datarow=DataRow("", "\t", ""),
-                              padding=0, with_header_hide=None),
-                  "textile":
-                  TableFormat(lineabove=None, linebelowheader=None,
-                              linebetweenrows=None, linebelow=None,
-                              headerrow=DataRow("|_. ", "|_.", "|"),
-                              datarow=_textile_row_with_attrs,
-                              padding=1, with_header_hide=None)}
-
-
-tabulate_formats = list(sorted(_table_formats.keys()))
-
-
-_invisible_codes = re.compile(r"\x1b\[\d*m|\x1b\[\d*\;\d*\;\d*m")  # ANSI color codes
-_invisible_codes_bytes = re.compile(b"\x1b\[\d*m|\x1b\[\d*\;\d*\;\d*m")  # ANSI color codes
-
-
-def simple_separated_format(separator):
-    """Construct a simple TableFormat with columns separated by a separator.
-
-    >>> tsv = simple_separated_format("\\t") ; \
-        tabulate([["foo", 1], ["spam", 23]], tablefmt=tsv) == 'foo \\t 1\\nspam\\t23'
-    True
-
-    """
-    return TableFormat(None, None, None, None,
-                       headerrow=DataRow('', separator, ''),
-                       datarow=DataRow('', separator, ''),
-                       padding=0, with_header_hide=None)
-
-
-def _isconvertible(conv, string):
-    try:
-        n = conv(string)
-        return True
-    except (ValueError, TypeError):
-        return False
-
-
-def _isnumber(string):
-    """
-    >>> _isnumber("123.45")
-    True
-    >>> _isnumber("123")
-    True
-    >>> _isnumber("spam")
-    False
-    """
-    return _isconvertible(float, string)
-
-
-def _isint(string, inttype=int):
-    """
-    >>> _isint("123")
-    True
-    >>> _isint("123.45")
-    False
-    """
-    return type(string) is inttype or\
-           (isinstance(string, _binary_type) or isinstance(string, _text_type))\
-            and\
-            _isconvertible(inttype, string)
-
-
-def _type(string, has_invisible=True):
-    """The least generic type (type(None), int, float, str, unicode).
-
-    >>> _type(None) is type(None)
-    True
-    >>> _type("foo") is type("")
-    True
-    >>> _type("1") is type(1)
-    True
-    >>> _type('\x1b[31m42\x1b[0m') is type(42)
-    True
-    >>> _type('\x1b[31m42\x1b[0m') is type(42)
-    True
-
-    """
-
-    if has_invisible and \
-       (isinstance(string, _text_type) or isinstance(string, _binary_type)):
-        string = _strip_invisible(string)
-
-    if string is None:
-        return _none_type
-    elif hasattr(string, "isoformat"):  # datetime.datetime, date, and time
-        return _text_type
-    elif _isint(string):
-        return int
-    elif _isint(string, _long_type):
-        return int
-    elif _isnumber(string):
-        return float
-    elif isinstance(string, _binary_type):
-        return _binary_type
-    else:
-        return _text_type
-
-
-def _afterpoint(string):
-    """Symbols after a decimal point, -1 if the string lacks the decimal point.
-
-    >>> _afterpoint("123.45")
-    2
-    >>> _afterpoint("1001")
-    -1
-    >>> _afterpoint("eggs")
-    -1
-    >>> _afterpoint("123e45")
-    2
-
-    """
-    if _isnumber(string):
-        if _isint(string):
-            return -1
-        else:
-            pos = string.rfind(".")
-            pos = string.lower().rfind("e") if pos < 0 else pos
-            if pos >= 0:
-                return len(string) - pos - 1
-            else:
-                return -1  # no point
-    else:
-        return -1  # not a number
-
-
-def _padleft(width, s):
-    """Flush right.
-
-    >>> _padleft(6, '\u044f\u0439\u0446\u0430') == '  \u044f\u0439\u0446\u0430'
-    True
-
-    """
-    fmt = "{0:>%ds}" % width
-    return fmt.format(s)
-
-
-def _padright(width, s):
-    """Flush left.
-
-    >>> _padright(6, '\u044f\u0439\u0446\u0430') == '\u044f\u0439\u0446\u0430  '
-    True
-
-    """
-    fmt = "{0:<%ds}" % width
-    return fmt.format(s)
-
-
-def _padboth(width, s):
-    """Center string.
-
-    >>> _padboth(6, '\u044f\u0439\u0446\u0430') == ' \u044f\u0439\u0446\u0430 '
-    True
-
-    """
-    fmt = "{0:^%ds}" % width
-    return fmt.format(s)
-
-
-def _strip_invisible(s):
-    "Remove invisible ANSI color codes."
-    if isinstance(s, _text_type):
-        return re.sub(_invisible_codes, "", s)
-    else:  # a bytestring
-        return re.sub(_invisible_codes_bytes, "", s)
-
-
-def _visible_width(s):
-    """Visible width of a printed string. ANSI color codes are removed.
-
-    >>> _visible_width('\x1b[31mhello\x1b[0m'), _visible_width("world")
-    (5, 5)
-
-    """
-    # optional wide-character support
-    if wcwidth is not None and WIDE_CHARS_MODE:
-        len_fn = wcwidth.wcswidth
-    else:
-        len_fn = len
-    if isinstance(s, _text_type) or isinstance(s, _binary_type):
-        return len_fn(_strip_invisible(s))
-    else:
-        return len_fn(_text_type(s))
-
-
-def _align_column(strings, alignment, minwidth=0, has_invisible=True):
-    """[string] -> [padded_string]
-
-    >>> list(map(str,_align_column(["12.345", "-1234.5", "1.23", "1234.5", "1e+234", "1.0e234"], "decimal")))
-    ['   12.345  ', '-1234.5    ', '    1.23   ', ' 1234.5    ', '    1e+234 ', '    1.0e234']
-
-    >>> list(map(str,_align_column(['123.4', '56.7890'], None)))
-    ['123.4', '56.7890']
-
-    """
-    if alignment == "right":
-        strings = [s.strip() for s in strings]
-        padfn = _padleft
-    elif alignment == "center":
-        strings = [s.strip() for s in strings]
-        padfn = _padboth
-    elif alignment == "decimal":
-        if has_invisible:
-            decimals = [_afterpoint(_strip_invisible(s)) for s in strings]
-        else:
-            decimals = [_afterpoint(s) for s in strings]
-        maxdecimals = max(decimals)
-        strings = [s + (maxdecimals - decs) * " "
-                   for s, decs in zip(strings, decimals)]
-        padfn = _padleft
-    elif not alignment:
-        return strings
-    else:
-        strings = [s.strip() for s in strings]
-        padfn = _padright
-
-    enable_widechars = wcwidth is not None and WIDE_CHARS_MODE
-    if has_invisible:
-        width_fn = _visible_width
-    elif enable_widechars: # optional wide-character support if available
-        width_fn = wcwidth.wcswidth
-    else:
-        width_fn = len
-
-    s_lens = list(map(len, strings))
-    s_widths = list(map(width_fn, strings))
-    maxwidth = max(max(s_widths), minwidth)
-    if not enable_widechars and not has_invisible:
-        padded_strings = [padfn(maxwidth, s) for s in strings]
-    else:
-        # enable wide-character width corrections
-        visible_widths = [maxwidth - (w - l) for w, l in zip(s_widths, s_lens)]
-        # wcswidth and _visible_width don't count invisible characters;
-        # padfn doesn't need to apply another correction
-        padded_strings = [padfn(w, s) for s, w in zip(strings, visible_widths)]
-    return padded_strings
-
-
-def _more_generic(type1, type2):
-    types = { _none_type: 0, int: 1, float: 2, _binary_type: 3, _text_type: 4 }
-    invtypes = { 4: _text_type, 3: _binary_type, 2: float, 1: int, 0: _none_type }
-    moregeneric = max(types.get(type1, 4), types.get(type2, 4))
-    return invtypes[moregeneric]
-
-
-def _column_type(strings, has_invisible=True):
-    """The least generic type all column values are convertible to.
-
-    >>> _column_type(["1", "2"]) is _int_type
-    True
-    >>> _column_type(["1", "2.3"]) is _float_type
-    True
-    >>> _column_type(["1", "2.3", "four"]) is _text_type
-    True
-    >>> _column_type(["four", '\u043f\u044f\u0442\u044c']) is _text_type
-    True
-    >>> _column_type([None, "brux"]) is _text_type
-    True
-    >>> _column_type([1, 2, None]) is _int_type
-    True
-    >>> import datetime as dt
-    >>> _column_type([dt.datetime(1991,2,19), dt.time(17,35)]) is _text_type
-    True
-
-    """
-    types = [_type(s, has_invisible) for s in strings ]
-    return reduce(_more_generic, types, int)
-
-
-def _format(val, valtype, floatfmt, missingval="", has_invisible=True):
-    """Format a value accoding to its type.
-
-    Unicode is supported:
-
-    >>> hrow = ['\u0431\u0443\u043a\u0432\u0430', '\u0446\u0438\u0444\u0440\u0430'] ; \
-        tbl = [['\u0430\u0437', 2], ['\u0431\u0443\u043a\u0438', 4]] ; \
-        good_result = '\\u0431\\u0443\\u043a\\u0432\\u0430      \\u0446\\u0438\\u0444\\u0440\\u0430\\n-------  -------\\n\\u0430\\u0437             2\\n\\u0431\\u0443\\u043a\\u0438           4' ; \
-        tabulate(tbl, headers=hrow) == good_result
-    True
-
-    """
-    if val is None:
-        return missingval
-
-    if valtype in [int, _text_type]:
-        return "{0}".format(val)
-    elif valtype is _binary_type:
-        try:
-            return _text_type(val, "ascii")
-        except TypeError:
-            return _text_type(val)
-    elif valtype is float:
-        is_a_colored_number = has_invisible and isinstance(val, (_text_type, _binary_type))
-        if is_a_colored_number:
-            raw_val = _strip_invisible(val)
-            formatted_val = format(float(raw_val), floatfmt)
-            return val.replace(raw_val, formatted_val)
-        else:
-            return format(float(val), floatfmt)
-    else:
-        return "{0}".format(val)
-
-
-def _align_header(header, alignment, width, visible_width):
-    "Pad string header to width chars given known visible_width of the header."
-    width += len(header) - visible_width
-    if alignment == "left":
-        return _padright(width, header)
-    elif alignment == "center":
-        return _padboth(width, header)
-    elif not alignment:
-        return "{0}".format(header)
-    else:
-        return _padleft(width, header)
-
-
-def _prepend_row_index(rows, index):
-    """Add a left-most index column."""
-    if index is None or index is False:
-        return rows
-    if len(index) != len(rows):
-        print('index=', index)
-        print('rows=', rows)
-        raise ValueError('index must be as long as the number of data rows')
-    rows = [[v]+list(row) for v,row in zip(index, rows)]
-    return rows
-
-
-def _bool(val):
-    "A wrapper around standard bool() which doesn't throw on NumPy arrays"
-    try:
-        return bool(val)
-    except ValueError:  # val is likely to be a numpy array with many elements
-        return False
-
-
-def _normalize_tabular_data(tabular_data, headers, showindex="default"):
-    """Transform a supported data type to a list of lists, and a list of headers.
-
-    Supported tabular data types:
-
-    * list-of-lists or another iterable of iterables
-
-    * list of named tuples (usually used with headers="keys")
-
-    * list of dicts (usually used with headers="keys")
-
-    * list of OrderedDicts (usually used with headers="keys")
-
-    * 2D NumPy arrays
-
-    * NumPy record arrays (usually used with headers="keys")
-
-    * dict of iterables (usually used with headers="keys")
-
-    * pandas.DataFrame (usually used with headers="keys")
-
-    The first row can be used as headers if headers="firstrow",
-    column indices can be used as headers if headers="keys".
-
-    If showindex="default", show row indices of the pandas.DataFrame.
-    If showindex="always", show row indices for all types of data.
-    If showindex="never", don't show row indices for all types of data.
-    If showindex is an iterable, show its values as row indices.
-
-    """
-
-    try:
-        bool(headers)
-        is_headers2bool_broken = False
-    except ValueError: # numpy.ndarray, pandas.core.index.Index, ...
-        is_headers2bool_broken = True
-        headers = list(headers)
-
-    index = None
-    if hasattr(tabular_data, "keys") and hasattr(tabular_data, "values"):
-        # dict-like and pandas.DataFrame?
-        if hasattr(tabular_data.values, "__call__"):
-            # likely a conventional dict
-            keys = tabular_data.keys()
-            rows = list(izip_longest(*tabular_data.values()))  # columns have to be transposed
-        elif hasattr(tabular_data, "index"):
-            # values is a property, has .index => it's likely a pandas.DataFrame (pandas 0.11.0)
-            keys = tabular_data.keys()
-            vals = tabular_data.values  # values matrix doesn't need to be transposed
-            # for DataFrames add an index per default
-            index = list(tabular_data.index)
-            rows = [list(row) for row in vals]
-        else:
-            raise ValueError("tabular data doesn't appear to be a dict or a DataFrame")
-
-        if headers == "keys":
-            headers = list(map(_text_type,keys))  # headers should be strings
-
-    else:  # it's a usual an iterable of iterables, or a NumPy array
-        rows = list(tabular_data)
-
-        if (headers == "keys" and
-            hasattr(tabular_data, "dtype") and
-            getattr(tabular_data.dtype, "names")):
-            # numpy record array
-            headers = tabular_data.dtype.names
-        elif (headers == "keys"
-              and len(rows) > 0
-              and isinstance(rows[0], tuple)
-              and hasattr(rows[0], "_fields")):
-            # namedtuple
-            headers = list(map(_text_type, rows[0]._fields))
-        elif (len(rows) > 0
-              and isinstance(rows[0], dict)):
-            # dict or OrderedDict
-            uniq_keys = set() # implements hashed lookup
-            keys = [] # storage for set
-            if headers == "firstrow":
-                firstdict = rows[0] if len(rows) > 0 else {}
-                keys.extend(firstdict.keys())
-                uniq_keys.update(keys)
-                rows = rows[1:]
-            for row in rows:
-                for k in row.keys():
-                    #Save unique items in input order
-                    if k not in uniq_keys:
-                        keys.append(k)
-                        uniq_keys.add(k)
-            if headers == 'keys':
-                headers = keys
-            elif isinstance(headers, dict):
-                # a dict of headers for a list of dicts
-                headers = [headers.get(k, k) for k in keys]
-                headers = list(map(_text_type, headers))
-            elif headers == "firstrow":
-                if len(rows) > 0:
-                    headers = [firstdict.get(k, k) for k in keys]
-                    headers = list(map(_text_type, headers))
-                else:
-                    headers = []
-            elif headers:
-                raise ValueError('headers for a list of dicts is not a dict or a keyword')
-            rows = [[row.get(k) for k in keys] for row in rows]
-
-        elif headers == "keys" and len(rows) > 0:
-            # keys are column indices
-            headers = list(map(_text_type, range(len(rows[0]))))
-
-    # take headers from the first row if necessary
-    if headers == "firstrow" and len(rows) > 0:
-        if index is not None:
-            headers = [index[0]] + list(rows[0])
-            index = index[1:]
-        else:
-            headers = rows[0]
-        headers = list(map(_text_type, headers)) # headers should be strings
-        rows = rows[1:]
-
-    headers = list(map(_text_type,headers))
-    rows = list(map(list,rows))
-
-    # add or remove an index column
-    showindex_is_a_str = type(showindex) in [_text_type, _binary_type]
-    if showindex == "default" and index is not None:
-        rows = _prepend_row_index(rows, index)
-    elif isinstance(showindex, Iterable) and not showindex_is_a_str:
-        rows = _prepend_row_index(rows, list(showindex))
-    elif showindex == "always" or (_bool(showindex) and not showindex_is_a_str):
-        if index is None:
-            index = list(range(len(rows)))
-        rows = _prepend_row_index(rows, index)
-    elif showindex == "never" or (not _bool(showindex) and not showindex_is_a_str):
-        pass
-
-    # pad with empty headers for initial columns if necessary
-    if headers and len(rows) > 0:
-       nhs = len(headers)
-       ncols = len(rows[0])
-       if nhs < ncols:
-           headers = [""]*(ncols - nhs) + headers
-
-    return rows, headers
-
-
-def tabulate(tabular_data, headers=(), tablefmt="simple",
-             floatfmt="g", numalign="decimal", stralign="left",
-             missingval="", showindex="default"):
-    """Format a fixed width table for pretty printing.
-
-    >>> print(tabulate([[1, 2.34], [-56, "8.999"], ["2", "10001"]]))
-    ---  ---------
-      1      2.34
-    -56      8.999
-      2  10001
-    ---  ---------
-
-    The first required argument (`tabular_data`) can be a
-    list-of-lists (or another iterable of iterables), a list of named
-    tuples, a dictionary of iterables, an iterable of dictionaries,
-    a two-dimensional NumPy array, NumPy record array, or a Pandas'
-    dataframe.
-
-
-    Table headers
-    -------------
-
-    To print nice column headers, supply the second argument (`headers`):
-
-      - `headers` can be an explicit list of column headers
-      - if `headers="firstrow"`, then the first row of data is used
-      - if `headers="keys"`, then dictionary keys or column indices are used
-
-    Otherwise a headerless table is produced.
-
-    If the number of headers is less than the number of columns, they
-    are supposed to be names of the last columns. This is consistent
-    with the plain-text format of R and Pandas' dataframes.
-
-    >>> print(tabulate([["sex","age"],["Alice","F",24],["Bob","M",19]],
-    ...       headers="firstrow"))
-           sex      age
-    -----  -----  -----
-    Alice  F         24
-    Bob    M         19
-
-    By default, pandas.DataFrame data have an additional column called
-    row index. To add a similar column to all other types of data,
-    use `showindex="always"` or `showindex=True`. To suppress row indices
-    for all types of data, pass `showindex="never" or `showindex=False`.
-    To add a custom row index column, pass `showindex=some_iterable`.
-
-    >>> print(tabulate([["F",24],["M",19]], showindex="always"))
-    -  -  --
-    0  F  24
-    1  M  19
-    -  -  --
-
-
-    Column alignment
-    ----------------
-
-    `tabulate` tries to detect column types automatically, and aligns
-    the values properly. By default it aligns decimal points of the
-    numbers (or flushes integer numbers to the right), and flushes
-    everything else to the left. Possible column alignments
-    (`numalign`, `stralign`) are: "right", "center", "left", "decimal"
-    (only for `numalign`), and None (to disable alignment).
-
-
-    Table formats
-    -------------
-
-    `floatfmt` is a format specification used for columns which
-    contain numeric data with a decimal point.
-
-    `None` values are replaced with a `missingval` string:
-
-    >>> print(tabulate([["spam", 1, None],
-    ...                 ["eggs", 42, 3.14],
-    ...                 ["other", None, 2.7]], missingval="?"))
-    -----  --  ----
-    spam    1  ?
-    eggs   42  3.14
-    other   ?  2.7
-    -----  --  ----
-
-    Various plain-text table formats (`tablefmt`) are supported:
-    'plain', 'simple', 'grid', 'pipe', 'orgtbl', 'rst', 'mediawiki',
-     'latex', and 'latex_booktabs'. Variable `tabulate_formats` contains the list of
-    currently supported formats.
-
-    "plain" format doesn't use any pseudographics to draw tables,
-    it separates columns with a double space:
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]],
-    ...                 ["strings", "numbers"], "plain"))
-    strings      numbers
-    spam         41.9999
-    eggs        451
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="plain"))
-    spam   41.9999
-    eggs  451
-
-    "simple" format is like Pandoc simple_tables:
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]],
-    ...                 ["strings", "numbers"], "simple"))
-    strings      numbers
-    ---------  ---------
-    spam         41.9999
-    eggs        451
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="simple"))
-    ----  --------
-    spam   41.9999
-    eggs  451
-    ----  --------
-
-    "grid" is similar to tables produced by Emacs table.el package or
-    Pandoc grid_tables:
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]],
-    ...                ["strings", "numbers"], "grid"))
-    +-----------+-----------+
-    | strings   |   numbers |
-    +===========+===========+
-    | spam      |   41.9999 |
-    +-----------+-----------+
-    | eggs      |  451      |
-    +-----------+-----------+
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="grid"))
-    +------+----------+
-    | spam |  41.9999 |
-    +------+----------+
-    | eggs | 451      |
-    +------+----------+
-
-    "fancy_grid" draws a grid using box-drawing characters:
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]],
-    ...                ["strings", "numbers"], "fancy_grid"))
-    ╒═══════════╤═══════════╕
-    │ strings   │   numbers │
-    ╞═══════════╪═══════════╡
-    │ spam      │   41.9999 │
-    ├───────────┼───────────┤
-    │ eggs      │  451      │
-    ╘═══════════╧═══════════╛
-
-    "pipe" is like tables in PHP Markdown Extra extension or Pandoc
-    pipe_tables:
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]],
-    ...                ["strings", "numbers"], "pipe"))
-    | strings   |   numbers |
-    |:----------|----------:|
-    | spam      |   41.9999 |
-    | eggs      |  451      |
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="pipe"))
-    |:-----|---------:|
-    | spam |  41.9999 |
-    | eggs | 451      |
-
-    "orgtbl" is like tables in Emacs org-mode and orgtbl-mode. They
-    are slightly different from "pipe" format by not using colons to
-    define column alignment, and using a "+" sign to indicate line
-    intersections:
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]],
-    ...                ["strings", "numbers"], "orgtbl"))
-    | strings   |   numbers |
-    |-----------+-----------|
-    | spam      |   41.9999 |
-    | eggs      |  451      |
-
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="orgtbl"))
-    | spam |  41.9999 |
-    | eggs | 451      |
-
-    "rst" is like a simple table format from reStructuredText; please
-    note that reStructuredText accepts also "grid" tables:
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]],
-    ...                ["strings", "numbers"], "rst"))
-    =========  =========
-    strings      numbers
-    =========  =========
-    spam         41.9999
-    eggs        451
-    =========  =========
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="rst"))
-    ====  ========
-    spam   41.9999
-    eggs  451
-    ====  ========
-
-    "mediawiki" produces a table markup used in Wikipedia and on other
-    MediaWiki-based sites:
-
-    >>> print(tabulate([["strings", "numbers"], ["spam", 41.9999], ["eggs", "451.0"]],
-    ...                headers="firstrow", tablefmt="mediawiki"))
-    {| class="wikitable" style="text-align: left;"
-    |+ <!-- caption -->
-    |-
-    ! strings   !! align="right"|   numbers
-    |-
-    | spam      || align="right"|   41.9999
-    |-
-    | eggs      || align="right"|  451
-    |}
-
-    "html" produces HTML markup:
-
-    >>> print(tabulate([["strings", "numbers"], ["spam", 41.9999], ["eggs", "451.0"]],
-    ...                headers="firstrow", tablefmt="html"))
-    <table>
-    <thead>
-    <tr><th>strings  </th><th style="text-align: right;">  numbers</th></tr>
-    </thead>
-    <tbody>
-    <tr><td>spam     </td><td style="text-align: right;">  41.9999</td></tr>
-    <tr><td>eggs     </td><td style="text-align: right;"> 451     </td></tr>
-    </tbody>
-    </table>
-
-    "latex" produces a tabular environment of LaTeX document markup:
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="latex"))
-    \\begin{tabular}{lr}
-    \\hline
-     spam &  41.9999 \\\\
-     eggs & 451      \\\\
-    \\hline
-    \\end{tabular}
-
-    "latex_booktabs" produces a tabular environment of LaTeX document markup
-    using the booktabs.sty package:
-
-    >>> print(tabulate([["spam", 41.9999], ["eggs", "451.0"]], tablefmt="latex_booktabs"))
-    \\begin{tabular}{lr}
-    \\toprule
-     spam &  41.9999 \\\\
-     eggs & 451      \\\\
-    \\bottomrule
-    \end{tabular}
-    """
-    if tabular_data is None:
-        tabular_data = []
-    list_of_lists, headers = _normalize_tabular_data(
-            tabular_data, headers, showindex=showindex)
-
-    # optimization: look for ANSI control codes once,
-    # enable smart width functions only if a control code is found
-    plain_text = '\n'.join(['\t'.join(map(_text_type, headers))] + \
-                            ['\t'.join(map(_text_type, row)) for row in list_of_lists])
-
-    has_invisible = re.search(_invisible_codes, plain_text)
-    enable_widechars = wcwidth is not None and WIDE_CHARS_MODE
-    if has_invisible:
-        width_fn = _visible_width
-    elif enable_widechars: # optional wide-character support if available
-        width_fn = wcwidth.wcswidth
-    else:
-        width_fn = len
-
-    # format rows and columns, convert numeric values to strings
-    cols = list(zip(*list_of_lists))
-    coltypes = list(map(_column_type, cols))
-    cols = [[_format(v, ct, floatfmt, missingval, has_invisible) for v in c]
-             for c,ct in zip(cols, coltypes)]
-
-    # align columns
-    aligns = [numalign if ct in [int,float] else stralign for ct in coltypes]
-    minwidths = [width_fn(h) + MIN_PADDING for h in headers] if headers else [0]*len(cols)
-    cols = [_align_column(c, a, minw, has_invisible)
-            for c, a, minw in zip(cols, aligns, minwidths)]
-
-    if headers:
-        # align headers and add headers
-        t_cols = cols or [['']] * len(headers)
-        t_aligns = aligns or [stralign] * len(headers)
-        minwidths = [max(minw, width_fn(c[0])) for minw, c in zip(minwidths, t_cols)]
-        headers = [_align_header(h, a, minw, width_fn(h))
-                   for h, a, minw in zip(headers, t_aligns, minwidths)]
-        rows = list(zip(*cols))
-    else:
-        minwidths = [width_fn(c[0]) for c in cols]
-        rows = list(zip(*cols))
-
-    if not isinstance(tablefmt, TableFormat):
-        tablefmt = _table_formats.get(tablefmt, _table_formats["simple"])
-
-    return _format_table(tablefmt, headers, rows, minwidths, aligns)
-
-
-def _build_simple_row(padded_cells, rowfmt):
-    "Format row according to DataRow format without padding."
-    begin, sep, end = rowfmt
-    return (begin + sep.join(padded_cells) + end).rstrip()
-
-
-def _build_row(padded_cells, colwidths, colaligns, rowfmt):
-    "Return a string which represents a row of data cells."
-    if not rowfmt:
-        return None
-    if hasattr(rowfmt, "__call__"):
-        return rowfmt(padded_cells, colwidths, colaligns)
-    else:
-        return _build_simple_row(padded_cells, rowfmt)
-
-
-def _build_line(colwidths, colaligns, linefmt):
-    "Return a string which represents a horizontal line."
-    if not linefmt:
-        return None
-    if hasattr(linefmt, "__call__"):
-        return linefmt(colwidths, colaligns)
-    else:
-        begin, fill, sep,  end = linefmt
-        cells = [fill*w for w in colwidths]
-        return _build_simple_row(cells, (begin, sep, end))
-
-
-def _pad_row(cells, padding):
-    if cells:
-        pad = " "*padding
-        padded_cells = [pad + cell + pad for cell in cells]
-        return padded_cells
-    else:
-        return cells
-
-
-def _format_table(fmt, headers, rows, colwidths, colaligns):
-    """Produce a plain-text representation of the table."""
-    lines = []
-    hidden = fmt.with_header_hide if (headers and fmt.with_header_hide) else []
-    pad = fmt.padding
-    headerrow = fmt.headerrow
-
-    padded_widths = [(w + 2*pad) for w in colwidths]
-    padded_headers = _pad_row(headers, pad)
-    padded_rows = [_pad_row(row, pad) for row in rows]
-
-    if fmt.lineabove and "lineabove" not in hidden:
-        lines.append(_build_line(padded_widths, colaligns, fmt.lineabove))
-
-    if padded_headers:
-        lines.append(_build_row(padded_headers, padded_widths, colaligns, headerrow))
-        if fmt.linebelowheader and "linebelowheader" not in hidden:
-            lines.append(_build_line(padded_widths, colaligns, fmt.linebelowheader))
-
-    if padded_rows and fmt.linebetweenrows and "linebetweenrows" not in hidden:
-        # initial rows with a line below
-        for row in padded_rows[:-1]:
-            lines.append(_build_row(row, padded_widths, colaligns, fmt.datarow))
-            lines.append(_build_line(padded_widths, colaligns, fmt.linebetweenrows))
-        # the last row without a line below
-        lines.append(_build_row(padded_rows[-1], padded_widths, colaligns, fmt.datarow))
-    else:
-        for row in padded_rows:
-            lines.append(_build_row(row, padded_widths, colaligns, fmt.datarow))
-
-    if fmt.linebelow and "linebelow" not in hidden:
-        lines.append(_build_line(padded_widths, colaligns, fmt.linebelow))
-
-    return "\n".join(lines)
-
-
-def _main():
-    """\
-    Usage: tabulate [options] [FILE ...]
-
-    Pretty-print tabular data.
-    See also https://bitbucket.org/astanin/python-tabulate
-
-    FILE                      a filename of the file with tabular data;
-                              if "-" or missing, read data from stdin.
-
-    Options:
-
-    -h, --help                show this message
-    -1, --header              use the first row of data as a table header
-    -o FILE, --output FILE    print table to FILE (default: stdout)
-    -s REGEXP, --sep REGEXP   use a custom column separator (default: whitespace)
-    -F FPFMT, --float FPFMT   floating point number format (default: g)
-    -f FMT, --format FMT      set output table format; supported formats:
-                              plain, simple, grid, fancy_grid, pipe, orgtbl,
-                              rst, mediawiki, html, latex, latex_booktabs, tsv
-                              (default: simple)
-    """
-    import getopt
-    import sys
-    import textwrap
-    usage = textwrap.dedent(_main.__doc__)
-    try:
-        opts, args = getopt.getopt(sys.argv[1:],
-                     "h1o:s:F:f:",
-                     ["help", "header", "output", "sep=", "float=", "format="])
-    except getopt.GetoptError as e:
-        print(e)
-        print(usage)
-        sys.exit(2)
-    headers = []
-    floatfmt = "g"
-    tablefmt = "simple"
-    sep = r"\s+"
-    outfile = "-"
-    for opt, value in opts:
-        if opt in ["-1", "--header"]:
-            headers = "firstrow"
-        elif opt in ["-o", "--output"]:
-            outfile = value
-        elif opt in ["-F", "--float"]:
-            floatfmt = value
-        elif opt in ["-f", "--format"]:
-            if value not in tabulate_formats:
-                print("%s is not a supported table format" % value)
-                print(usage)
-                sys.exit(3)
-            tablefmt = value
-        elif opt in ["-s", "--sep"]:
-            sep = value
-        elif opt in ["-h", "--help"]:
-            print(usage)
-            sys.exit(0)
-    files = [sys.stdin] if not args else args
-    with (sys.stdout if outfile == "-" else open(outfile, "w")) as out:
-        for f in files:
-            if f == "-":
-                f = sys.stdin
-            if _is_file(f):
-                _pprint_file(f, headers=headers, tablefmt=tablefmt,
-                             sep=sep, floatfmt=floatfmt, file=out)
-            else:
-                with open(f) as fobj:
-                    _pprint_file(fobj, headers=headers, tablefmt=tablefmt,
-                                 sep=sep, floatfmt=floatfmt, file=out)
-
-
-def _pprint_file(fobject, headers, tablefmt, sep, floatfmt, file):
-    rows = fobject.readlines()
-    table = [re.split(sep, r.rstrip()) for r in rows if r.strip()]
-    print(tabulate(table, headers, tablefmt, floatfmt=floatfmt), file=file)
-
-
-if __name__ == "__main__":
-    _main()
\ No newline at end of file
diff --git a/package.xml b/package.xml
index 5767e3c6..acf8f79e 100755
--- a/package.xml
+++ b/package.xml
@@ -60,13 +60,6 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
-        <fileSet>
-            <directory>db2reader/target/datax/</directory>
-            <includes>
-                <include>**/*.*</include>
-            </includes>
-            <outputDirectory>datax</outputDirectory>
-        </fileSet>
         <fileSet>
             <directory>postgresqlreader/target/datax/</directory>
             <includes>
@@ -103,13 +96,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
-		<fileSet>
-             <directory>otsstreamreader/target/datax/</directory>
-             <includes>
-                 <include>**/*.*</include>
-             </includes>
-             <outputDirectory>datax</outputDirectory>
-         </fileSet>
+        <fileSet>
+            <directory>otsstreamreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>txtfilereader/target/datax/</directory>
             <includes>
@@ -215,6 +208,27 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>datahubreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>loghubreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>starrocksreader/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
 
         <!-- writer -->
         <fileSet>
@@ -448,5 +462,19 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>datahubwriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>loghubwriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
     </fileSets>
 </assembly>
diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
index 205919fe..6a35b5fd 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
@@ -22,7 +22,8 @@ public enum DataBaseType {
     ClickHouse("clickhouse", "ru.yandex.clickhouse.ClickHouseDriver"),
     KingbaseES("kingbasees", "com.kingbase8.Driver"),
     Oscar("oscar", "com.oscar.Driver"),
-    OceanBase("oceanbase", "com.alipay.oceanbase.jdbc.Driver");
+    OceanBase("oceanbase", "com.alipay.oceanbase.jdbc.Driver"),
+    StarRocks("starrocks", "com.mysql.jdbc.Driver");
 
 
     private String typeName;
diff --git a/pom.xml b/pom.xml
index cf7a8e67..727357b1 100644
--- a/pom.xml
+++ b/pom.xml
@@ -22,7 +22,7 @@
         <commons-lang3-version>3.3.2</commons-lang3-version>
         <commons-configuration-version>1.10</commons-configuration-version>
         <commons-cli-version>1.2</commons-cli-version>
-        <fastjson-version>1.2.49</fastjson-version>
+        <fastjson-version>1.1.46.sec10</fastjson-version>
         <guava-version>16.0.1</guava-version>
         <diamond.version>3.7.2.1-SNAPSHOT</diamond.version>
 
@@ -76,7 +76,9 @@
         <module>gdbreader</module>
         <module>tsdbreader</module>
         <module>opentsdbreader</module>
-
+        <module>loghubreader</module>
+        <module>datahubreader</module>
+        <module>starrocksreader</module>
 
         <!-- writer -->
         <module>mysqlwriter</module>
@@ -113,6 +115,8 @@
         <module>tsdbwriter</module>
         <module>gdbwriter</module>
         <module>oscarwriter</module>
+        <module>loghubwriter</module>
+        <module>datahubwriter</module>
         <module>cassandrawriter</module>
         <module>clickhousewriter</module>
 
@@ -248,6 +252,14 @@
     </pluginRepositories>
 
     <build>
+        <resources>
+            <resource>
+                <directory>src/main/java</directory>
+                <includes>
+                    <include>**/*.properties</include>
+                </includes>
+            </resource>
+        </resources>
         <plugins>
             <plugin>
                 <artifactId>maven-assembly-plugin</artifactId>
diff --git a/rdbmsreader/pom.xml b/rdbmsreader/pom.xml
index e79d86f7..d75c3840 100755
--- a/rdbmsreader/pom.xml
+++ b/rdbmsreader/pom.xml
@@ -25,12 +25,13 @@
 			</exclusions>
 		</dependency>
 
+		<!-- dm7 dm8 driver -->
 		<dependency>
-			<groupId>com.dm</groupId>
-			<artifactId>dm</artifactId>
-			<scope>system</scope>
-			<systemPath>${basedir}/src/main/libs/Dm7JdbcDriver16.jar</systemPath>
+			<groupId>com.dameng</groupId>
+			<artifactId>Dm7JdbcDriver17</artifactId>
+			<version>7.6.0.142</version>
 		</dependency>
+		<!-- sybase driver -->
 		<dependency>
             <groupId>com.sybase</groupId>
             <artifactId>jconn3</artifactId>
@@ -38,13 +39,20 @@
             <scope>system</scope>
             <systemPath>${basedir}/src/main/libs/jconn3-1.0.0-SNAPSHOT.jar</systemPath>
         </dependency>
-        <dependency>
+		<!-- ppas driver -->
+		<dependency>
             <groupId>ppas</groupId>
             <artifactId>ppas</artifactId>
             <version>16</version>
             <scope>system</scope>
             <systemPath>${basedir}/src/main/libs/edb-jdbc16.jar</systemPath>
         </dependency>
+		<!-- db2 driver -->
+		<dependency>
+			<groupId>com.ibm.db2.jcc</groupId>
+			<artifactId>db2jcc</artifactId>
+			<version>db2jcc4</version>
+		</dependency>
 
 		<dependency>
 			<groupId>org.slf4j</groupId>
@@ -97,13 +105,4 @@
 		</plugins>
 	</build>
 
-	<dependencyManagement>
-		<dependencies>
-			<dependency>
-				<groupId>com.dm</groupId>
-				<artifactId>dm</artifactId>
-				<version>16</version>
-			</dependency>
-		</dependencies>
-	</dependencyManagement>
 </project>
diff --git a/rdbmsreader/src/main/libs/Dm7JdbcDriver16.jar b/rdbmsreader/src/main/libs/Dm7JdbcDriver16.jar
deleted file mode 100755
index 30740dcd2c14c9dd97309bbf4fd13f1f3bed3883..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/rdbmsreader/src/main/resources/plugin.json b/rdbmsreader/src/main/resources/plugin.json
index d344dd86..f79a6ace 100755
--- a/rdbmsreader/src/main/resources/plugin.json
+++ b/rdbmsreader/src/main/resources/plugin.json
@@ -3,5 +3,5 @@
     "class": "com.alibaba.datax.plugin.reader.rdbmsreader.RdbmsReader",
     "description": "useScene: prod. mechanism: Jdbc connection using the database, execute select sql, retrieve data from the ResultSet. warn: The more you know about the database, the less problems you encounter.",
     "developer": "alibaba",
-    "drivers":["dm.jdbc.driver.DmDriver", "com.sybase.jdbc3.jdbc.SybDriver", "com.edb.Driver"]
+    "drivers":["dm.jdbc.driver.DmDriver", "com.sybase.jdbc3.jdbc.SybDriver", "com.edb.Driver", "com.ibm.db2.jcc.DB2Driver"]
 }
diff --git a/rdbmswriter/pom.xml b/rdbmswriter/pom.xml
index 19461960..a74838b7 100755
--- a/rdbmswriter/pom.xml
+++ b/rdbmswriter/pom.xml
@@ -25,27 +25,34 @@
 			</exclusions>
 		</dependency>
 
+		<!-- dm7 dm8 driver -->
 		<dependency>
-			<groupId>com.dm</groupId>
-			<artifactId>dm</artifactId>
+			<groupId>com.dameng</groupId>
+			<artifactId>Dm7JdbcDriver17</artifactId>
+			<version>7.6.0.142</version>
+		</dependency>
+		<!-- sybase driver -->
+		<dependency>
+			<groupId>com.sybase</groupId>
+			<artifactId>jconn3</artifactId>
+			<version>1.0.0-SNAPSHOT</version>
+			<scope>system</scope>
+			<systemPath>${basedir}/src/main/libs/jconn3-1.0.0-SNAPSHOT.jar</systemPath>
+		</dependency>
+		<!-- ppas driver -->
+		<dependency>
+			<groupId>ppas</groupId>
+			<artifactId>ppas</artifactId>
 			<version>16</version>
 			<scope>system</scope>
-			<systemPath>${basedir}/src/main/libs/Dm7JdbcDriver16.jar</systemPath>
+			<systemPath>${basedir}/src/main/libs/edb-jdbc16.jar</systemPath>
 		</dependency>
+		<!-- db2 driver -->
 		<dependency>
-            <groupId>com.sybase</groupId>
-            <artifactId>jconn3</artifactId>
-            <version>1.0.0-SNAPSHOT</version>
-            <scope>system</scope>
-            <systemPath>${basedir}/src/main/libs/jconn3-1.0.0-SNAPSHOT.jar</systemPath>
-        </dependency>
-        <dependency>
-            <groupId>ppas</groupId>
-            <artifactId>ppas</artifactId>
-            <version>16</version>
-            <scope>system</scope>
-            <systemPath>${basedir}/src/main/libs/edb-jdbc16.jar</systemPath>
-        </dependency>
+			<groupId>com.ibm.db2.jcc</groupId>
+			<artifactId>db2jcc</artifactId>
+			<version>db2jcc4</version>
+		</dependency>
 
 		<dependency>
 			<groupId>org.slf4j</groupId>
diff --git a/rdbmswriter/src/main/libs/Dm7JdbcDriver16.jar b/rdbmswriter/src/main/libs/Dm7JdbcDriver16.jar
deleted file mode 100755
index 30740dcd2c14c9dd97309bbf4fd13f1f3bed3883..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

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diff --git a/rdbmswriter/src/main/resources/plugin.json b/rdbmswriter/src/main/resources/plugin.json
index fa771af2..bf32140a 100755
--- a/rdbmswriter/src/main/resources/plugin.json
+++ b/rdbmswriter/src/main/resources/plugin.json
@@ -3,5 +3,5 @@
     "class": "com.alibaba.datax.plugin.reader.rdbmswriter.RdbmsWriter",
     "description": "useScene: prod. mechanism: Jdbc connection using the database, execute select sql, retrieve data from the ResultSet. warn: The more you know about the database, the less problems you encounter.",
     "developer": "alibaba",
-    "drivers":["dm.jdbc.driver.DmDriver", "com.sybase.jdbc3.jdbc.SybDriver", "com.edb.Driver"]
+    "drivers":["dm.jdbc.driver.DmDriver", "com.sybase.jdbc3.jdbc.SybDriver", "com.edb.Driver", "com.ibm.db2.jcc.DB2Driver"]
 }
diff --git a/sqlserverreader/pom.xml b/sqlserverreader/pom.xml
index 5372a057..326f1ce5 100755
--- a/sqlserverreader/pom.xml
+++ b/sqlserverreader/pom.xml
@@ -31,10 +31,7 @@
 			<groupId>com.microsoft.sqlserver</groupId>
 			<artifactId>sqljdbc4</artifactId>
 			<version>4.0</version>
-			<scope>system</scope>
-			<systemPath>${basedir}/src/main/lib/sqljdbc4-4.0.jar</systemPath>
 		</dependency>
-
 		<dependency>
 			<groupId>com.alibaba.datax</groupId>
 			<artifactId>plugin-rdbms-util</artifactId>
diff --git a/sqlserverreader/src/main/assembly/package.xml b/sqlserverreader/src/main/assembly/package.xml
index 55fbdc0b..6180fbc0 100755
--- a/sqlserverreader/src/main/assembly/package.xml
+++ b/sqlserverreader/src/main/assembly/package.xml
@@ -16,13 +16,6 @@
             </includes>
             <outputDirectory>plugin/reader/sqlserverreader</outputDirectory>
         </fileSet>
-        <fileSet>
-            <directory>src/main/lib</directory>
-            <includes>
-                <include>sqljdbc4-4.0.jar</include>
-            </includes>
-            <outputDirectory>plugin/reader/sqlserverreader/libs</outputDirectory>
-        </fileSet>
         <fileSet>
             <directory>target/</directory>
             <includes>
diff --git a/sqlserverreader/src/main/lib/sqljdbc4-4.0.jar b/sqlserverreader/src/main/lib/sqljdbc4-4.0.jar
deleted file mode 100644
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GIT binary patch
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diff --git a/sqlserverwriter/pom.xml b/sqlserverwriter/pom.xml
index d2b1eea1..6f52c14c 100644
--- a/sqlserverwriter/pom.xml
+++ b/sqlserverwriter/pom.xml
@@ -35,8 +35,6 @@
 			<groupId>com.microsoft.sqlserver</groupId>
 			<artifactId>sqljdbc4</artifactId>
 			<version>4.0</version>
-			<scope>system</scope>
-			<systemPath>${basedir}/src/main/lib/sqljdbc4-4.0.jar</systemPath>
 		</dependency>
 		<dependency>
 			<groupId>com.alibaba.datax</groupId>
diff --git a/sqlserverwriter/src/main/assembly/package.xml b/sqlserverwriter/src/main/assembly/package.xml
index 761dffcd..f8f26298 100755
--- a/sqlserverwriter/src/main/assembly/package.xml
+++ b/sqlserverwriter/src/main/assembly/package.xml
@@ -16,13 +16,6 @@
             </includes>
             <outputDirectory>plugin/writer/sqlserverwriter</outputDirectory>
         </fileSet>
-        <fileSet>
-            <directory>src/main/lib</directory>
-            <includes>
-                <include>sqljdbc4-4.0.jar</include>
-            </includes>
-            <outputDirectory>plugin/writer/sqlserverwriter/libs</outputDirectory>
-        </fileSet>
         <fileSet>
             <directory>target/</directory>
             <includes>
diff --git a/sqlserverwriter/src/main/lib/sqljdbc4-4.0.jar b/sqlserverwriter/src/main/lib/sqljdbc4-4.0.jar
deleted file mode 100644
index d6b7f6daf475b1ea2749d44f82a62921fd728890..0000000000000000000000000000000000000000
GIT binary patch
literal 0
HcmV?d00001

literal 584207
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diff --git a/starrocksreader/pom.xml b/starrocksreader/pom.xml
new file mode 100644
index 00000000..a8b049ea
--- /dev/null
+++ b/starrocksreader/pom.xml
@@ -0,0 +1,95 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>starrocksreader</artifactId>
+    <name>starrocksreader</name>
+    <packaging>jar</packaging>
+
+    <properties>
+        <maven.compiler.source>8</maven.compiler.source>
+        <maven.compiler.target>8</maven.compiler.target>
+    </properties>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>ch.qos.logback</groupId>
+            <artifactId>logback-classic</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>plugin-rdbms-util</artifactId>
+            <version>${datax-project-version}</version>
+        </dependency>
+
+        <dependency>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>5.1.46</version>
+        </dependency>
+    </dependencies>
+
+
+    <build>
+        <resources>
+            <resource>
+                <directory>src/main/java</directory>
+                <includes>
+                    <include>**/*.properties</include>
+                </includes>
+            </resource>
+        </resources>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <!-- assembly plugin -->
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
\ No newline at end of file
diff --git a/starrocksreader/src/main/assembly/package.xml b/starrocksreader/src/main/assembly/package.xml
new file mode 100644
index 00000000..c126c107
--- /dev/null
+++ b/starrocksreader/src/main/assembly/package.xml
@@ -0,0 +1,35 @@
+<assembly
+        xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/reader/starrocksreader</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>starrocksreader-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/reader/starrocksreader</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/reader/starrocksreader/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/starrocksreader/src/main/java/com/alibaba/datax/plugin/reader/starrocksreader/StarRocksReader.java b/starrocksreader/src/main/java/com/alibaba/datax/plugin/reader/starrocksreader/StarRocksReader.java
new file mode 100644
index 00000000..d4bf3437
--- /dev/null
+++ b/starrocksreader/src/main/java/com/alibaba/datax/plugin/reader/starrocksreader/StarRocksReader.java
@@ -0,0 +1,116 @@
+package com.alibaba.datax.plugin.reader.starrocksreader;
+
+import java.util.List;
+
+import com.alibaba.datax.common.plugin.RecordSender;
+import com.alibaba.datax.common.spi.Reader;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.reader.CommonRdbmsReader;
+import com.alibaba.datax.plugin.rdbms.reader.Constant;
+import com.alibaba.datax.plugin.rdbms.reader.Key;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+
+import org.apache.commons.lang3.StringUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+
+public class StarRocksReader extends Reader {
+
+    private static final DataBaseType DATABASE_TYPE = DataBaseType.StarRocks;
+
+    public static class Job extends Reader.Job {
+        private static final Logger LOG = LoggerFactory
+                .getLogger(Job.class);
+
+        private Configuration originalConfig = null;
+        private CommonRdbmsReader.Job commonRdbmsReaderJob;
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            int fetchSize = this.originalConfig.getInt(Constant.FETCH_SIZE,
+                    Integer.MIN_VALUE);
+            this.originalConfig.set(Constant.FETCH_SIZE, fetchSize);
+
+            this.commonRdbmsReaderJob = new CommonRdbmsReader.Job(DATABASE_TYPE);
+            this.commonRdbmsReaderJob.init(this.originalConfig);
+        }
+
+        @Override
+        public void preCheck(){
+            init();
+            this.commonRdbmsReaderJob.preCheck(this.originalConfig,DATABASE_TYPE);
+
+        }
+
+        @Override
+        public void prepare() {
+        }
+
+        @Override
+        public List<Configuration> split(int adviceNumber) {
+            LOG.info("split() begin...");
+            List<Configuration> splitResult = this.commonRdbmsReaderJob.split(this.originalConfig, adviceNumber);
+            /**
+             * 在日志中告知用户,为什么实际datax切分跑的channel数会小于用户配置的channel数
+             */
+            if(splitResult.size() < adviceNumber){
+                // 如果用户没有配置切分主键splitPk
+                if(StringUtils.isBlank(this.originalConfig.getString(Key.SPLIT_PK, null))){
+                    LOG.info("User has not configured splitPk.");
+                }else{
+                    // 用户配置了切分主键,但是切分主键可能重复太多,或者要同步的表的记录太少,无法切分成adviceNumber个task
+                    LOG.info("User has configured splitPk. But the number of task finally split is smaller than that user has configured. " +
+                            "The possible reasons are: 1) too many repeated splitPk values, 2) too few records.");
+                }
+            }
+            LOG.info("split() ok and end...");
+            return splitResult;
+        }
+
+        @Override
+        public void post() {
+            this.commonRdbmsReaderJob.post(this.originalConfig);
+        }
+
+        @Override
+        public void destroy() {
+            this.commonRdbmsReaderJob.destroy(this.originalConfig);
+        }
+
+    }
+
+    public static class Task extends Reader.Task {
+
+        private Configuration readerSliceConfig;
+        private CommonRdbmsReader.Task commonRdbmsReaderTask;
+
+        @Override
+        public void init() {
+            this.readerSliceConfig = super.getPluginJobConf();
+            this.commonRdbmsReaderTask = new CommonRdbmsReader.Task(DATABASE_TYPE, super.getTaskGroupId(), super.getTaskId());
+            this.commonRdbmsReaderTask.init(this.readerSliceConfig);
+
+        }
+
+        @Override
+        public void startRead(RecordSender recordSender) {
+            int fetchSize = this.readerSliceConfig.getInt(Constant.FETCH_SIZE);
+
+            this.commonRdbmsReaderTask.startRead(this.readerSliceConfig, recordSender,
+                    super.getTaskPluginCollector(), fetchSize);
+        }
+
+        @Override
+        public void post() {
+            this.commonRdbmsReaderTask.post(this.readerSliceConfig);
+        }
+
+        @Override
+        public void destroy() {
+            this.commonRdbmsReaderTask.destroy(this.readerSliceConfig);
+        }
+
+    }
+}
diff --git a/starrocksreader/src/main/resources/plugin.json b/starrocksreader/src/main/resources/plugin.json
new file mode 100644
index 00000000..b0d6e039
--- /dev/null
+++ b/starrocksreader/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+  "name": "starrocksreader",
+  "class": "com.alibaba.datax.plugin.reader.starrocksreader.StarRocksReader",
+  "description": "useScene: prod. mechanism: Jdbc connection using the database, execute select sql, retrieve data from the ResultSet. warn: The more you know about the database, the less problems you encounter.",
+  "developer": "alibaba"
+}
\ No newline at end of file
diff --git a/starrockswriter/doc/starrockswriter.md b/starrockswriter/doc/starrockswriter.md
index 1080d072..ba94e6af 100644
--- a/starrockswriter/doc/starrockswriter.md
+++ b/starrockswriter/doc/starrockswriter.md
@@ -61,12 +61,16 @@ StarRocksWriter 插件实现了写入数据到 StarRocks 主库的目的表的
                     "parameter": {
                         "username": "xxxx",
                         "password": "xxxx",
-                        "database": "xxxx",
-                        "table": "xxxx",
                         "column": ["k1", "k2", "v1", "v2"],
                         "preSql": [],
                         "postSql": [], 
-                        "jdbcUrl": "jdbc:mysql://172.28.17.100:9030/",
+						"connection": [
+							{
+								"table": ["xxx"],
+								"jdbcUrl": "jdbc:mysql://172.28.17.100:9030/",
+								"selectedDatabase": "xxxx"
+							}
+						],
                         "loadUrl": ["172.28.17.100:8030", "172.28.17.100:8030"],
                         "loadProps": {}
                     }
@@ -97,7 +101,7 @@ StarRocksWriter 插件实现了写入数据到 StarRocks 主库的目的表的
 
 	* 默认值：无 <br />
 
-* **database**
+* **selectedDatabase**
 
 	* 描述：StarRocks表的数据库名称。
 
diff --git a/starrockswriter/pom.xml b/starrockswriter/pom.xml
index fcfeb5b3..9fb9b147 100755
--- a/starrockswriter/pom.xml
+++ b/starrockswriter/pom.xml
@@ -8,7 +8,7 @@
 	</parent>
 	<artifactId>starrockswriter</artifactId>
 	<name>starrockswriter</name>
-    <version>release</version>
+    <version>1.1.0</version>
 	<packaging>jar</packaging>
 
 	<dependencies>
@@ -31,7 +31,6 @@
 			<groupId>ch.qos.logback</groupId>
 			<artifactId>logback-classic</artifactId>
 		</dependency>
-
 		<dependency>
 			<groupId>com.alibaba.datax</groupId>
 			<artifactId>plugin-rdbms-util</artifactId>
@@ -70,7 +69,7 @@
 		<dependency>
             <groupId>mysql</groupId>
             <artifactId>mysql-connector-java</artifactId>
-            <version>5.1.34</version>
+            <version>5.1.46</version>
         </dependency>
 	</dependencies>
 
diff --git a/starrockswriter/src/main/assembly/package.xml b/starrockswriter/src/main/assembly/package.xml
index afb5cd5b..c63845b4 100755
--- a/starrockswriter/src/main/assembly/package.xml
+++ b/starrockswriter/src/main/assembly/package.xml
@@ -19,7 +19,7 @@
 		<fileSet>
 			<directory>target/</directory>
 			<includes>
-				<include>starrockswriter-release.jar</include>
+				<include>starrockswriter-1.1.0.jar</include>
 			</includes>
 			<outputDirectory>plugin/writer/starrockswriter</outputDirectory>
 		</fileSet>
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java
index 9d8fdf15..75b2df3a 100755
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriter.java
@@ -13,6 +13,7 @@ import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocks
 import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksSerializerFactory;
 import com.starrocks.connector.datax.plugin.writer.starrockswriter.util.StarRocksWriterUtil;
 
+import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -31,6 +32,10 @@ public class StarRocksWriter extends Writer {
         @Override
         public void init() {
             this.originalConfig = super.getPluginJobConf();
+            String selectedDatabase = super.getPluginJobConf().getString(StarRocksWriterOptions.KEY_SELECTED_DATABASE);
+            if(StringUtils.isBlank(this.originalConfig.getString(StarRocksWriterOptions.KEY_DATABASE)) && StringUtils.isNotBlank(selectedDatabase)){
+                this.originalConfig.set(StarRocksWriterOptions.KEY_DATABASE, selectedDatabase);
+            }
             options = new StarRocksWriterOptions(super.getPluginJobConf());
             options.doPretreatment();
         }
@@ -115,7 +120,7 @@ public class StarRocksWriter extends Writer {
                                 .asDataXException(
                                         DBUtilErrorCode.CONF_ERROR,
                                         String.format(
-                                                "列配置信息有错误. 因为您配置的任务中，源头读取字段数:%s 与 目的表要写入的字段数:%s 不相等. 请检查您的配置并作出修改.",
+                                                "Column configuration error. The number of reader columns %d and the number of writer columns %d are not equal.",
                                                 record.getColumnNumber(),
                                                 options.getColumns().size()));
                     }
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
index 14ce0332..5c6ddacd 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/StarRocksWriterOptions.java
@@ -5,6 +5,7 @@ import java.io.Serializable;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import org.apache.commons.lang3.StringUtils;
 
 import java.util.List;
 import java.util.Map;
@@ -15,9 +16,9 @@ public class StarRocksWriterOptions implements Serializable {
     private static final long serialVersionUID = 1l;
     private static final long KILO_BYTES_SCALE = 1024l;
     private static final long MEGA_BYTES_SCALE = KILO_BYTES_SCALE * KILO_BYTES_SCALE;
-    private static final int MAX_RETRIES = 3;
+    private static final int MAX_RETRIES = 1;
     private static final int BATCH_ROWS = 500000;
-    private static final long BATCH_BYTES = 90 * MEGA_BYTES_SCALE;
+    private static final long BATCH_BYTES = 5 * MEGA_BYTES_SCALE;
     private static final long FLUSH_INTERVAL = 300000;
 
     private static final String KEY_LOAD_PROPS_FORMAT = "format";
@@ -25,21 +26,25 @@ public class StarRocksWriterOptions implements Serializable {
         CSV, JSON;
     }
 
-    private static final String KEY_USERNAME = "username";
-    private static final String KEY_PASSWORD = "password";
-    private static final String KEY_DATABASE = "database";
-    private static final String KEY_TABLE = "table";
-    private static final String KEY_COLUMN = "column";
-    private static final String KEY_PRE_SQL = "preSql";
-    private static final String KEY_POST_SQL = "postSql";
-    private static final String KEY_JDBC_URL = "jdbcUrl";
-    private static final String KEY_LABEL_PREFIX = "labelPrefix";
-    private static final String KEY_MAX_BATCH_ROWS = "maxBatchRows";
-    private static final String KEY_MAX_BATCH_SIZE = "maxBatchSize";
-    private static final String KEY_FLUSH_INTERVAL = "flushInterval";
-    private static final String KEY_LOAD_URL = "loadUrl";
-    private static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength";
-    private static final String KEY_LOAD_PROPS = "loadProps";
+    public static final String KEY_USERNAME = "username";
+    public static final String KEY_PASSWORD = "password";
+    public static final String KEY_DATABASE = "database";
+    public static final String KEY_SELECTED_DATABASE = "selectedDatabase";
+    public static final String KEY_TABLE = "table";
+    public static final String KEY_COLUMN = "column";
+    public static final String KEY_PRE_SQL = "preSql";
+    public static final String KEY_POST_SQL = "postSql";
+    public static final String KEY_JDBC_URL = "jdbcUrl";
+    public static final String KEY_LABEL_PREFIX = "labelPrefix";
+	public static final String KEY_MAX_BATCH_ROWS = "maxBatchRows";
+    public static final String KEY_MAX_BATCH_SIZE = "maxBatchSize";
+    public static final String KEY_FLUSH_INTERVAL = "flushInterval";
+    public static final String KEY_LOAD_URL = "loadUrl";
+    public static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength";
+    public static final String KEY_LOAD_PROPS = "loadProps";
+    public static final String CONNECTION_JDBC_URL = "connection[0].jdbcUrl";
+    public static final String CONNECTION_TABLE_NAME = "connection[0].table[0]";
+    public static final String CONNECTION_SELECTED_DATABASE = "connection[0].selectedDatabase";
 
     private final Configuration options;
     private List<String> infoCchemaColumns;
@@ -48,6 +53,25 @@ public class StarRocksWriterOptions implements Serializable {
 
     public StarRocksWriterOptions(Configuration options) {
         this.options = options;
+        // database
+        String database = this.options.getString(CONNECTION_SELECTED_DATABASE);
+        if (StringUtils.isBlank(database)) {
+            database = this.options.getString(KEY_SELECTED_DATABASE);
+        }
+        if (StringUtils.isNotBlank(database)) {
+            this.options.set(KEY_DATABASE, database);
+        }
+        // jdbcUrl
+        String jdbcUrl = this.options.getString(CONNECTION_JDBC_URL);
+        if (StringUtils.isNotBlank(jdbcUrl)) {
+            this.options.set(KEY_JDBC_URL, jdbcUrl);
+        }
+        // table
+        String table = this.options.getString(CONNECTION_TABLE_NAME);
+        if (StringUtils.isNotBlank(table)) {
+            this.options.set(KEY_TABLE, table);
+        }
+        // column
         this.userSetColumns = options.getList(KEY_COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
         if (1 == options.getList(KEY_COLUMN, String.class).size() && "*".trim().equals(options.getList(KEY_COLUMN, String.class).get(0))) {
             this.isWildcardColumn = true;
@@ -155,7 +179,7 @@ public class StarRocksWriterOptions implements Serializable {
         for (String host : urlList) {
             if (host.split(":").length < 2) {
                 throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
-                    "loadUrl的格式不正确，请输入 `fe_ip:fe_http_ip;fe_ip:fe_http_ip`。");
+                    "The format of loadUrl is illegal, please input `fe_ip:fe_http_ip;fe_ip:fe_http_ip`.");
             }
         }
     }
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index 7d06d2db..6bbbba1f 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -62,17 +62,37 @@ public class StarRocksStreamLoadVisitor {
             .append(writerOptions.getTable())
             .append("/_stream_load")
             .toString();
-        LOG.debug(String.format("Start to join batch data: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
+        if (LOG.isDebugEnabled()) {
+            LOG.debug(String.format("Start to join batch data: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
+        }
         Map<String, Object> loadResult = doHttpPut(loadUrl, flushData.getLabel(), joinRows(flushData.getRows(), flushData.getBytes().intValue()));
         final String keyStatus = "Status";
         if (null == loadResult || !loadResult.containsKey(keyStatus)) {
-            throw new IOException("Unable to flush data to StarRocks: unknown result status.");
+            LOG.error("unknown result status. {}", loadResult);
+            throw new IOException("Unable to flush data to StarRocks: unknown result status. " + loadResult);
+        }
+        if (LOG.isDebugEnabled()) {
+            LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
         }
-        LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
         if (RESULT_FAILED.equals(loadResult.get(keyStatus))) {
-            throw new IOException(
-                new StringBuilder("Failed to flush data to StarRocks.\n").append(JSON.toJSONString(loadResult)).toString()
-            );
+            StringBuilder errorBuilder = new StringBuilder("Failed to flush data to StarRocks.\n");
+            if (loadResult.containsKey("Message")) {
+                errorBuilder.append(loadResult.get("Message"));
+                errorBuilder.append('\n');
+            }
+            if (loadResult.containsKey("ErrorURL")) {
+                LOG.error("StreamLoad response: {}", loadResult);
+                try {
+                    errorBuilder.append(doHttpGet(loadResult.get("ErrorURL").toString()));
+                    errorBuilder.append('\n');
+                } catch (IOException e) {
+                    LOG.warn("Get Error URL failed. {} ", loadResult.get("ErrorURL"), e);
+                }
+            } else {
+                errorBuilder.append(JSON.toJSONString(loadResult));
+                errorBuilder.append('\n');
+            }
+            throw new IOException(errorBuilder.toString());
         } else if (RESULT_LABEL_EXISTED.equals(loadResult.get(keyStatus))) {
             LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
             // has to block-checking the state to get the final result
@@ -210,9 +230,26 @@ public class StarRocksStreamLoadVisitor {
             httpPut.setEntity(new ByteArrayEntity(data));
             httpPut.setConfig(RequestConfig.custom().setRedirectsEnabled(true).build());
             try (CloseableHttpResponse resp = httpclient.execute(httpPut)) {
-                HttpEntity respEntity = getHttpEntity(resp);
-                if (respEntity == null)
+                int code = resp.getStatusLine().getStatusCode();
+                if (200 != code) {
+                    String errorText;
+                    try {
+                        HttpEntity respEntity = resp.getEntity();
+                        errorText = EntityUtils.toString(respEntity);
+                    } catch (Exception err) {
+                        errorText = "find errorText failed: " + err.getMessage();
+                    }
+                    LOG.warn("Request failed with code:{}, err:{}", code, errorText);
+                    Map<String, Object> errorMap = new HashMap<>();
+                    errorMap.put("Status", "Fail");
+                    errorMap.put("Message", errorText);
+                    return errorMap;
+                }
+                HttpEntity respEntity = resp.getEntity();
+                if (null == respEntity) {
+                    LOG.warn("Request failed with empty response.");
                     return null;
+                }
                 return (Map<String, Object>)JSON.parse(EntityUtils.toString(respEntity));
             }
         }
@@ -237,5 +274,31 @@ public class StarRocksStreamLoadVisitor {
         }
         return respEntity;
     }
+	
+    private String doHttpGet(String getUrl) throws IOException {
+        LOG.info("Executing GET from {}.", getUrl);
+        try (CloseableHttpClient httpclient = buildHttpClient()) {
+            HttpGet httpGet = new HttpGet(getUrl);
+            try (CloseableHttpResponse resp = httpclient.execute(httpGet)) {
+                HttpEntity respEntity = resp.getEntity();
+                if (null == respEntity) {
+                    LOG.warn("Request failed with empty response.");
+                    return null;
+                }
+                return EntityUtils.toString(respEntity);
+            }
+        }
+    }
+
+    private CloseableHttpClient buildHttpClient(){
+        final HttpClientBuilder httpClientBuilder = HttpClients.custom()
+            .setRedirectStrategy(new DefaultRedirectStrategy() {
+                @Override
+                protected boolean isRedirectable(String method) {
+                    return true;
+                }
+            });
+        return httpClientBuilder.build();
+    }
 
 }
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
index 7162e413..a0cb1f8b 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksWriterManager.java
@@ -79,7 +79,9 @@ public class StarRocksWriterManager {
             batchSize += bts.length;
             if (batchCount >= writerOptions.getBatchRows() || batchSize >= writerOptions.getBatchSize()) {
                 String label = createBatchLabel();
-                LOG.debug(String.format("StarRocks buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));
+                if (LOG.isDebugEnabled()) {
+                    LOG.debug(String.format("StarRocks buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));
+                }
                 flush(label, false);
             }
         } catch (Exception e) {
@@ -110,7 +112,11 @@ public class StarRocksWriterManager {
             closed = true;            
             try {
                 String label = createBatchLabel();
-                if (batchCount > 0) LOG.debug(String.format("StarRocks Sink is about to close: label[%s].", label));
+                if (batchCount > 0) {
+                    if (LOG.isDebugEnabled()) {
+                        LOG.debug(String.format("StarRocks Sink is about to close: label[%s].", label));
+                    }
+                }
                 flush(label, true);
             } catch (Exception e) {
                 throw new RuntimeException("Writing records to StarRocks failed.", e);
@@ -139,7 +145,7 @@ public class StarRocksWriterManager {
                         flushException = e;
                     }
                 }
-            }
+            }   
         });
         flushThread.setDaemon(true);
         flushThread.start();
@@ -159,7 +165,9 @@ public class StarRocksWriterManager {
             return;
         }
         stopScheduler();
-        LOG.debug(String.format("Async stream load: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
+        if (LOG.isDebugEnabled()) {
+            LOG.debug(String.format("Async stream load: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
+        }
         for (int i = 0; i <= writerOptions.getMaxRetries(); i++) {
             try {
                 // flush to StarRocks with stream load
diff --git a/starrockswriter/src/main/resources/plugin_job_template.json b/starrockswriter/src/main/resources/plugin_job_template.json
index ca5c99d0..06c075bc 100644
--- a/starrockswriter/src/main/resources/plugin_job_template.json
+++ b/starrockswriter/src/main/resources/plugin_job_template.json
@@ -3,12 +3,16 @@
     "parameter": {
         "username": "",
         "password": "",
-        "database": "",
-        "table": "",
         "column": [],
         "preSql": [],
         "postSql": [], 
-        "jdbcUrl": "",
-        "loadUrl": []
+        "loadUrl": [],
+        "connection": [
+            {
+                "jdbcUrl": "",
+                "selectedDatabase": "",
+                "table": []
+            }
+        ]
     }
 }
\ No newline at end of file
diff --git a/tdenginereader/pom.xml b/tdenginereader/pom.xml
index 319152f8..31cd4ad0 100644
--- a/tdenginereader/pom.xml
+++ b/tdenginereader/pom.xml
@@ -32,7 +32,6 @@
         <dependency>
             <groupId>com.alibaba</groupId>
             <artifactId>fastjson</artifactId>
-            <version>1.2.78</version>
         </dependency>
 
         <dependency>
diff --git a/tdenginewriter/pom.xml b/tdenginewriter/pom.xml
index 6a7ff251..754b7f50 100644
--- a/tdenginewriter/pom.xml
+++ b/tdenginewriter/pom.xml
@@ -23,7 +23,6 @@
         <dependency>
             <groupId>com.alibaba</groupId>
             <artifactId>fastjson</artifactId>
-            <version>1.2.78</version>
         </dependency>
 
         <dependency>
diff --git a/tsdbreader/pom.xml b/tsdbreader/pom.xml
index 0f990234..d707fe41 100644
--- a/tsdbreader/pom.xml
+++ b/tsdbreader/pom.xml
@@ -24,9 +24,6 @@
         <httpclient.version>4.5</httpclient.version>
         <commons-io.version>2.4</commons-io.version>
 
-        <!-- json -->
-        <fastjson.version>1.2.28</fastjson.version>
-
         <!-- test -->
         <junit4.version>4.13.1</junit4.version>
 
@@ -91,7 +88,6 @@
         <dependency>
             <groupId>com.alibaba</groupId>
             <artifactId>fastjson</artifactId>
-            <version>${fastjson.version}</version>
         </dependency>
 
         <!-- time -->
diff --git a/tsdbreader/src/main/resources/plugin.json b/tsdbreader/src/main/resources/plugin.json
index f2dbb1f0..3b10d228 100755
--- a/tsdbreader/src/main/resources/plugin.json
+++ b/tsdbreader/src/main/resources/plugin.json
@@ -6,5 +6,5 @@
     "mechanism": "通过 /api/query 接口查询出符合条件的数据点",
     "warn": "指定起止时间会自动忽略分钟和秒，转为整点时刻，例如 2019-4-18 的 [3:35, 4:55) 会被转为 [3:00, 4:00)"
   },
-  "developer": "Benedict Jin"
+  "developer": "alibaba"
 }
diff --git a/tsdbwriter/pom.xml b/tsdbwriter/pom.xml
index 6f2bac52..72215651 100644
--- a/tsdbwriter/pom.xml
+++ b/tsdbwriter/pom.xml
@@ -24,9 +24,6 @@
         <httpclient.version>4.5</httpclient.version>
         <commons-io.version>2.4</commons-io.version>
 
-        <!-- json -->
-        <fastjson.version>1.2.28</fastjson.version>
-
         <!-- test -->
         <junit4.version>4.13.1</junit4.version>
     </properties>
@@ -88,7 +85,6 @@
         <dependency>
             <groupId>com.alibaba</groupId>
             <artifactId>fastjson</artifactId>
-            <version>${fastjson.version}</version>
         </dependency>
 
         <!-- tsdb -->
diff --git a/tsdbwriter/src/main/resources/plugin.json b/tsdbwriter/src/main/resources/plugin.json
index 78c8273f..26f927c2 100755
--- a/tsdbwriter/src/main/resources/plugin.json
+++ b/tsdbwriter/src/main/resources/plugin.json
@@ -6,5 +6,5 @@
     "mechanism": "调用 TSDB 的 /api/put 接口，实现数据点的写入",
     "warn": ""
   },
-  "developer": "Benedict Jin"
+  "developer": "alibaba"
 }

From 15cca65722a451cec75d92bc914e99c83b28acf9 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Fri, 30 Sep 2022 13:11:57 +0800
Subject: [PATCH 197/251] fix

---
 doriswriter/doc/doriswriter.md                | 130 +++++-------------
 doriswriter/doc/mysql2doris.json              |   4 +-
 doriswriter/pom.xml                           |  10 +-
 .../plugin/writer/doriswriter/DorisCodec.java |   9 +-
 .../writer/doriswriter/DorisCsvCodec.java     |   4 +-
 .../writer/doriswriter/DorisJsonCodec.java    |   5 +-
 .../writer/doriswriter/DorisWriter.java       |   4 +-
 .../doriswriter/DorisWriterEmitter.java       |  53 +------
 .../datax/plugin/writer/doriswriter/Key.java  |   6 +-
 package.xml                                   |   7 +
 10 files changed, 57 insertions(+), 175 deletions(-)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index a9e7101b..3bcbf9ff 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -1,68 +1,14 @@
 # DorisWriter 插件文档
 
 ## 1 快速介绍
-Apache Doris是一个现代化的MPP分析型数据库产品。仅需亚秒级响应时间即可获得查询结果，有效地支持实时数据分析。Apache Doris的分布式架构非常简洁，易于运维，并且可以支持10PB以上的超大数据集。
+DorisWriter支持将大批量数据写入Doris中。
 
-Apache Doris可以满足多种数据分析需求，例如固定历史报表，实时数据分析，交互式数据分析和探索式数据分析等。令您的数据分析工作更加简单高效！
-
-DorisWriter是一个支持将大批量数据写入Doris中的一个插件，可以结合Datax其他读取数据的插件结合使用完成数据的整合。
-
-Doris是完全支持Mysql协议的，所以如果你需要读取Doris的数据，可以使用mysqlreader插件完成，这里不单独提供Doris数据读取插件。
-
-## 2.支持版本
-
-DorisWriter目前支持的Doris版本如下：
-
-| Doris版本号          | 说明                                            |
-| -------------------- | ----------------------------------------------- |
-| Apahce Doris 0.13.0  | 包括百度发行版palo 0.13.15                      |
-| Apache Doris 0.14.0  | 包括百度发行版palo 0.14.7、0.14.12.1、0.14.13.1 |
-| Apache Doris 0.15.0  | 包括百度发行版palo 0.15.1 RC09                  |
-| Apahce Doris后续版本 |                                                 |
-
-大家在使用过程中如果遇到什么问题，可以通过邮件或者在Doris的[Issues · apache/incubator-doris](https://github.com/apache/incubator-doris/issues)上提问，我们会及时解决，或者可以给Doris的开发组邮箱发送邮件：dev@doris.apache.org，我们也会及时查看回复及修复。
-
-## 3 实现原理
+## 2 实现原理
 DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter会将`reader`读取的数据进行缓存在内存中，拼接成Json文本，然后批量导入至Doris。
 
-Stream load 是一个同步的导入方式，用户通过发送 HTTP 协议发送请求将本地文件或数据流导入到 Doris 中。Stream load 同步执行导入并返回导入结果。用户可直接通过请求的返回体判断本次导入是否成功。
+## 3 功能说明
 
-Stream load 主要适用于导入本地文件，或通过程序导入数据流中的数据
-
-Stream Load的数据导入流程如下：
-
-```text
-                         ^      +
-                         |      |
-                         |      | 1A. User submit load to FE
-                         |      |
-                         |   +--v-----------+
-                         |   | FE           |
-5. Return result to user |   +--+-----------+
-                         |      |
-                         |      | 2. Redirect to BE
-                         |      |
-                         |   +--v-----------+
-                         +---+Coordinator BE| 1B. User submit load to BE
-                             +-+-----+----+-+
-                               |     |    |
-                         +-----+     |    +-----+
-                         |           |          | 3. Distrbute data
-                         |           |          |
-                       +-v-+       +-v-+      +-v-+
-                       |BE |       |BE |      |BE |
-                       +---+       +---+      +---+
-```
-
-Stream load 中，Doris 会选定一个节点作为 Coordinator 节点。该节点负责接数据并分发数据到其他数据节点。
-
-用户通过 HTTP 协议提交导入命令。如果提交到 FE，则 FE 会通过 HTTP redirect 指令将请求转发给某一个 BE。用户也可以直接提交导入命令给某一指定 BE。
-
-导入的最终结果由 Coordinator BE 返回给用户。
-
-## 4 功能说明
-
-### 4.1 配置样例
+### 3.1 配置样例
 
 这里是一份从Stream读取数据后导入至Doris的配置文件。
 
@@ -122,7 +68,7 @@ Stream load 中，Doris 会选定一个节点作为 Coordinator 节点。该节
                         "maxBatchRows" : 500000,
                         "maxBatchByteSize" : 104857600,
                         "labelPrefix": "my_prefix",
-                        "lineDelimiter": "\n"
+                        "format":"csv"
                     }
                 }
             }
@@ -131,7 +77,7 @@ Stream load 中，Doris 会选定一个节点作为 Coordinator 节点。该节
 }
 ```
 
-### 4.2 参数说明
+### 3.2 参数说明
 
 * **jdbcUrl**
 
@@ -142,7 +88,7 @@ Stream load 中，Doris 会选定一个节点作为 Coordinator 节点。该节
 * **feLoadUrl**
 
   - 描述：和 **beLoadUrl** 二选一。作为 Stream Load 的连接目标。格式为 "ip:port"。其中 IP 是 FE 节点 IP，port 是 FE 节点的 http_port。可以填写多个，doriswriter 将以轮询的方式访问。
-  - 必选：否
+  - 必选：是
   - 默认值：无
 
 * **beLoadUrl**
@@ -158,7 +104,7 @@ Stream load 中，Doris 会选定一个节点作为 Coordinator 节点。该节
     - 默认值：无
     
 * **password**
-  
+    
     - 描述：访问Doris数据库的密码
     - 必选：否
     - 默认值：空
@@ -170,16 +116,16 @@ Stream load 中，Doris 会选定一个节点作为 Coordinator 节点。该节
     - 默认值：无
     
 * **table**
-  
+    
     - 描述：需要写入的Doris表名称。
     - 必选：是
     - 默认值：无
 
 * **column**
 
-      - 描述：目的表**需要写入数据**的字段，这些字段将作为生成的 Json 数据的字段名。字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。
-      - 必选：是
-      - 默认值：否
+    - 描述：目的表**需要写入数据**的字段，这些字段将作为生成的 Json 数据的字段名。字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。
+    - 必选：是
+    - 默认值：否
 
 * **preSql**
 
@@ -195,55 +141,43 @@ Stream load 中，Doris 会选定一个节点作为 Coordinator 节点。该节
 
 
 * **maxBatchRows**
+
   - 描述：每批次导入数据的最大行数。和 **maxBatchByteSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
   - 默认值：500000
-* **maxBatchByteSize**
+
+* **batchByteSize**
+
   - 描述：每批次导入数据的最大数据量。和 ** maxBatchRows** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
   - 默认值：104857600
+
+* **maxRetries**
+
+  - 描述：每批次导入数据失败后的重试次数。
+  - 必选：否
+  - 默认值：0
+
 * **labelPrefix**
+
   - 描述：每批次导入任务的 label 前缀。最终的 label 将有 `labelPrefix + UUID + 序号` 组成
   - 必选：否
   - 默认值：`datax_doris_writer_`
-* **lineDelimiter**
-  - 描述：每批次数据包含多行，每行为 Json 格式，每行的的分隔符即为 lineDelimiter。支持多个字节, 例如'\x02\x03'。
+
+* **format**
+
+  - 描述：StreamLoad数据的组装格式，支持csv和json格式。csv默认的行分隔符是\x01,列分隔符是\x02。
   - 必选：否
-  - 默认值：`\n`
+  - 默认值：csv
+  
 * **loadProps**
+
   - 描述：StreamLoad 的请求参数，详情参照StreamLoad介绍页面。
   - 必选：否
   - 默认值：无
+
 * **connectTimeout**
 
   - 描述：StreamLoad单次请求的超时时间, 单位毫秒(ms)。
   - 必选：否
   - 默认值：-1
-
-### 4.3 doriswriter插件的约束与限制
-
-DorisWriter是借助于Apache Doris提供的Stream Load方式来实现数据导入，为了避免频繁的数据插入引发Doris写失败，建议批到的方式，具体参照[常见报错 | Apache Doris](https://doris.apache.org/zh-CN/faq/error.html#e3-tablet-writer-write-failed-tablet-id-27306172-txn-id-28573520-err-235-or-215-or-238)，建议将参数列表中的下列参数设大，下面给出建议值：
-
-1. maxBatchRows：10000，表示每10000条提交导入一次，如果你的数据量没那么可以适当调小
-2. maxBatchByteSize：这个参数表示你每个批到导入数据量大的大小，具体值=maxBatchRows * 单条记录的大小，如果一个批次导入的数据量大小超过这个值将被阻塞导入，导入数据格式是JSON格式所以这个值可以适当放大，通过上面的导入记录数来控制每个批次导入的数据量就可以了
-3. column：这个要和你在Doris里建表的字段顺序一致。
-
-## 4.性能测试
-
-下面是通过读取Mysql数据表的数据，插入到Doris进行的性能测试结果，仅供参考
-
-测试是单机测试，Mysql 8.0.26，Doris 0.15 （单机），mysql和Doris部署在同一台服务器上，服务器配置：4核 16 GiB
-
-```
-2022-01-25 23:32:53.638 [job-0] INFO  JobContainer - PerfTrace not enable!
-2022-01-25 23:32:53.638 [job-0] INFO  StandAloneJobContainerCommunicator - Total 2000000 records, 80888896 bytes | Speed 3.86MB/s, 100000 records/s | Error 0 records, 0 bytes |  All Task WaitWriterTime 14.270s |  All Task WaitReaderTime 0.147s | Percentage 100.00%
-2022-01-25 23:32:53.639 [job-0] INFO  JobContainer -
-任务启动时刻                    : 2022-01-25 23:32:33
-任务结束时刻                    : 2022-01-25 23:32:53
-任务总计耗时                    :                 20s
-任务平均流量                    :            3.86MB/s
-记录写入速度                    :         100000rec/s
-读出记录总数                    :             2000000
-读写失败总数                    :                   0
-```
-
diff --git a/doriswriter/doc/mysql2doris.json b/doriswriter/doc/mysql2doris.json
index f6e9d9bd..b8be23c9 100644
--- a/doriswriter/doc/mysql2doris.json
+++ b/doriswriter/doc/mysql2doris.json
@@ -13,7 +13,7 @@
                             }
                         ],
                         "username": "root",
-                        "password": "123456",
+                        "password": "",
                         "where": ""
                     }
                 },
@@ -28,7 +28,7 @@
                         "table": "t3",
                         "column": ["k1", "k2", "k3"],
                         "username": "root",
-                        "password": "12345",
+                        "password": "",
                         "postSql": [],
                         "preSql": []
                     }
diff --git a/doriswriter/pom.xml b/doriswriter/pom.xml
index 1051436a..aa1e6ff0 100644
--- a/doriswriter/pom.xml
+++ b/doriswriter/pom.xml
@@ -17,21 +17,17 @@ KIND, either express or implied.  See the License for the
 specific language governing permissions and limitations
 under the License.
 -->
-<project xmlns="http://maven.apache.org/POM/4.0.0"
-         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+<project xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://maven.apache.org/POM/4.0.0"
          xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
     <parent>
         <artifactId>datax-all</artifactId>
         <groupId>com.alibaba.datax</groupId>
         <version>0.0.1-SNAPSHOT</version>
-        <relativePath>../pom.xml</relativePath>
     </parent>
-
     <modelVersion>4.0.0</modelVersion>
     <artifactId>doriswriter</artifactId>
     <name>doriswriter</name>
     <packaging>jar</packaging>
-
     <dependencies>
         <dependency>
             <groupId>com.alibaba.datax</groupId>
@@ -52,19 +48,16 @@ under the License.
             <groupId>ch.qos.logback</groupId>
             <artifactId>logback-classic</artifactId>
         </dependency>
-
         <dependency>
             <groupId>com.alibaba.datax</groupId>
             <artifactId>plugin-rdbms-util</artifactId>
             <version>${datax-project-version}</version>
         </dependency>
-
         <dependency>
             <groupId>mysql</groupId>
             <artifactId>mysql-connector-java</artifactId>
             <version>${mysql.driver.version}</version>
         </dependency>
-
         <dependency>
             <groupId>org.apache.httpcomponents</groupId>
             <artifactId>httpclient</artifactId>
@@ -82,7 +75,6 @@ under the License.
                     <encoding>${project-sourceEncoding}</encoding>
                 </configuration>
             </plugin>
-
             <!-- assembly plugin -->
             <plugin>
                 <artifactId>maven-assembly-plugin</artifactId>
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
index 51bc6881..ef5889de 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
@@ -24,15 +24,12 @@ import org.apache.commons.lang3.time.DateFormatUtils;
 
 import java.time.ZoneId;
 import java.util.List;
-import java.util.TimeZone;
 
 public abstract class DorisCodec {
-    protected final TimeZone timeZone;
     protected final List<String> fieldNames;
 
-    public DorisCodec(final List<String> fieldNames, final String timeZone) {
+    public DorisCodec(final List<String> fieldNames) {
         this.fieldNames = fieldNames;
-        this.timeZone = TimeZone.getTimeZone(ZoneId.of(timeZone));
     }
 
     public abstract String serialize(Record row);
@@ -61,9 +58,9 @@ public abstract class DorisCodec {
                 final DateColumn.DateType dateType = ((DateColumn) col).getSubType();
                 switch (dateType) {
                     case DATE:
-                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd", timeZone);
+                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd");
                     case DATETIME:
-                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd HH:mm:ss", timeZone);
+                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd HH:mm:ss");
                     default:
                         return col.asString();
                 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
index d433af38..8fa8b2c4 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
@@ -26,8 +26,8 @@ public class DorisCsvCodec extends DorisCodec {
 
     private final String columnSeparator;
 
-    public DorisCsvCodec(final List<String> fieldNames, String columnSeparator, String timeZone) {
-        super(fieldNames, timeZone);
+    public DorisCsvCodec(final List<String> fieldNames, String columnSeparator) {
+        super(fieldNames);
         this.columnSeparator = EscapeHandler.escapeString(columnSeparator);
     }
 
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
index 2a68d050..5486dbde 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
@@ -19,6 +19,7 @@ package com.alibaba.datax.plugin.writer.doriswriter;
 
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson.serializer.SerializerFeature;
 
 import java.util.HashMap;
 import java.util.List;
@@ -28,8 +29,8 @@ import java.util.Map;
 public class DorisJsonCodec extends DorisCodec {
     private Map<String, Object> rowMap;
 
-    public DorisJsonCodec(final List<String> fieldNames, final String timeZone) {
-        super(fieldNames, timeZone);
+    public DorisJsonCodec(final List<String> fieldNames) {
+        super(fieldNames);
         this.rowMap = new HashMap<>(this.fieldNames.size());
     }
 
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
index a2bdfd7e..5f60f9ab 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -57,9 +57,9 @@ public class DorisWriter extends Writer {
         public void init() {
             this.keys = new Key(super.getPluginJobConf());
             if (Key.DEFAULT_FORMAT_CSV.equalsIgnoreCase(this.keys.getFormat())) {
-                this.rowCodec = new DorisCsvCodec(this.keys.getColumns(), this.keys.getColumnSeparator(), this.keys.getTimeZone());
+                this.rowCodec = new DorisCsvCodec(this.keys.getColumns(), this.keys.getColumnSeparator());
             } else {
-                this.rowCodec = new DorisJsonCodec(this.keys.getColumns(), this.keys.getTimeZone());
+                this.rowCodec = new DorisJsonCodec(this.keys.getColumns());
             }
             this.labelPrefix = this.keys.getLabelPrefix() + UUID.randomUUID();
             this.dorisWriterEmitter = new DorisWriterEmitter(keys);
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
index ccd9fc4d..ba5d6742 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
@@ -53,6 +53,7 @@ import java.util.Base64;
 import java.util.List;
 import java.util.Map;
 import java.util.stream.Collectors;
+import java.net.URLEncoder;
 
 // Used to load batch of rows to Doris using stream load
 public class DorisWriterEmitter {
@@ -112,7 +113,7 @@ public class DorisWriterEmitter {
         if (StringUtils.isEmpty(host)) {
             throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, "None of the load url can be connected.");
         }
-        final String loadUrl = host + "/api/" + this.keys.getDatabase() + "/" + this.keys.getTable() + "/_stream_load";
+        String loadUrl = host + "/api/" + this.keys.getDatabase() + "/" + this.keys.getTable() + "/_stream_load";
         // do http put request and get response
         final Map<String, Object> loadResult;
         try {
@@ -239,54 +240,4 @@ public class DorisWriterEmitter {
         return "Basic " + new String(encodedAuth);
     }
 
-    // for test
-    public static void main(String[] args) throws IOException {
-        String json = "{\n" +
-                "                        \"beLoadUrl\": [\"127.0.0.1:8040\"],\n" +
-                "                        \"column\": [\"name\", \"age\", \"cdate\", \"cdatetime\"],\n" +
-                "                        \"database\": \"test\",\n" +
-                "                        \"jdbcUrl\": \"jdbc:mysql://127.0.0.1:9030/\",\n" +
-                "                        \"loadProps\": {\n" +
-//                "                        \"line_delimiter\": \"\\\\x03\",\n" +
-//                "                        \"column_separator\": \"\\\\x04\",\n" +
-                "                        },\n" +
-                "                        \"format\": \"csv\",\n" +
-                "                        \"password\": \"\",\n" +
-                "                        \"postSql\": [],\n" +
-                "                        \"preSql\": [],\n" +
-                "                        \"table\": \"test_datax\",\n" +
-                "                        \"maxRetries\": \"0\",\n" +
-                "                        \"username\": \"root\"\n" +
-                "                    }";
-        Configuration configuration = Configuration.from(json);
-        Key key = new Key(configuration);
-
-        DorisWriterEmitter emitter = new DorisWriterEmitter(key);
-        DorisFlushBatch flushBatch = new DorisFlushBatch(key.getLineDelimiter(), key.getFormat());
-
-        Map<String, String> row1 = Maps.newHashMap();
-        row1.put("cdate", "2021-02-02");
-        row1.put("cdatetime", "2021-02-02 00:00:00");
-        row1.put("name", "zhangsan");
-        row1.put("age", "18");
-        Map<String, String> row2 = Maps.newHashMap();
-        row2.put("cdate", "2022-02-02");
-        row2.put("cdatetime", "2022-02-02 10:00:00");
-        row2.put("name", "lisi");
-        row2.put("age", "180");
-        String rowStr1 = JSON.toJSONString(row1);
-        String rowStr2 = JSON.toJSONString(row2);
-        if ("csv".equals(key.getFormat())) {
-            rowStr1 = String.join(EscapeHandler.escapeString(key.getColumnSeparator()), "2021-02-02", "2021-02-02 00:00:00", "zhangsan", "18");
-            rowStr2 = String.join(EscapeHandler.escapeString(key.getColumnSeparator()), "2022-02-02", "2022-02-02 10:00:00", "lisi", "180");
-        }
-        System.out.println("rows1: " + rowStr1);
-        System.out.println("rows2: " + rowStr2);
-
-        for (int i = 0; i < 1; ++i) {
-            flushBatch.putData(rowStr1);
-            flushBatch.putData(rowStr2);
-        }
-        emitter.emit(flushBatch);
-    }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
index 72812a9c..46f31499 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
@@ -49,7 +49,7 @@ public class Key implements Serializable {
     public static final String LOAD_PROPS_COLUMN_SEPARATOR = "column_separator";
 
     public static final String MAX_BATCH_ROWS = "maxBatchRows";
-    public static final String MAX_BATCH_BYTE_SIZE = "maxBatchByteSize";
+    public static final String BATCH_BYTE_SIZE = "batchByteSize";
     public static final String MAX_RETRIES = "maxRetries";
     public static final String LABEL_PREFIX = "labelPrefix";
     public static final String FORMAT = "format";
@@ -57,7 +57,7 @@ public class Key implements Serializable {
     private final Configuration options;
 
     private static final long DEFAULT_MAX_BATCH_ROWS = 50_0000;
-    private static final long DEFAULT_MAX_BATCH_BYTE_SIZE = 90 * 1024 * 1024; // 90MB
+    private static final long DEFAULT_BATCH_BYTE_SIZE = 90 * 1024 * 1024;
     private static final int DEFAULT_MAX_RETRIES = 0;
 
     private static final String DEFAULT_LABEL_PREFIX = "datax_doris_writer_";
@@ -130,7 +130,7 @@ public class Key implements Serializable {
     }
 
     public long getBatchByteSize() {
-        return this.options.getLong(MAX_BATCH_BYTE_SIZE, DEFAULT_MAX_BATCH_BYTE_SIZE);
+        return this.options.getLong(BATCH_BYTE_SIZE, DEFAULT_BATCH_BYTE_SIZE);
     }
 
     public int getMaxRetries() {
diff --git a/package.xml b/package.xml
index 5767e3c6..9776ddd6 100755
--- a/package.xml
+++ b/package.xml
@@ -252,6 +252,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>doriswriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>txtfilewriter/target/datax/</directory>
             <includes>

From 91306ad58618a8a9f0ef19475e9ee6b7b9362864 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Sun, 9 Oct 2022 15:40:33 +0800
Subject: [PATCH 198/251] batchSizeRows

batchSizeRows
---
 doriswriter/doc/doriswriter.md                              | 6 +++---
 .../com/alibaba/datax/plugin/writer/doriswriter/Key.java    | 4 ++--
 2 files changed, 5 insertions(+), 5 deletions(-)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 3bcbf9ff..53f1de34 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -140,15 +140,15 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
   - 默认值：无
 
 
-* **maxBatchRows**
+* **batchSizeRows**
 
-  - 描述：每批次导入数据的最大行数。和 **maxBatchByteSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+  - 描述：每批次导入数据的最大行数。和 **batchByteSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
   - 默认值：500000
 
 * **batchByteSize**
 
-  - 描述：每批次导入数据的最大数据量。和 ** maxBatchRows** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+  - 描述：每批次导入数据的最大数据量。和 **batchSizeRows** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
   - 默认值：104857600
 
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
index 46f31499..4335936f 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
@@ -48,7 +48,7 @@ public class Key implements Serializable {
     public static final String LOAD_PROPS_LINE_DELIMITER = "line_delimiter";
     public static final String LOAD_PROPS_COLUMN_SEPARATOR = "column_separator";
 
-    public static final String MAX_BATCH_ROWS = "maxBatchRows";
+    public static final String MAX_BATCH_ROWS = "batchSizeRows";
     public static final String BATCH_BYTE_SIZE = "batchByteSize";
     public static final String MAX_RETRIES = "maxRetries";
     public static final String LABEL_PREFIX = "labelPrefix";
@@ -56,7 +56,7 @@ public class Key implements Serializable {
     public static final String CONNECT_TIMEOUT = "connectTimeout";
     private final Configuration options;
 
-    private static final long DEFAULT_MAX_BATCH_ROWS = 50_0000;
+    private static final long DEFAULT_MAX_BATCH_ROWS = 500000;
     private static final long DEFAULT_BATCH_BYTE_SIZE = 90 * 1024 * 1024;
     private static final int DEFAULT_MAX_RETRIES = 0;
 

From 2ba4727e14bebfee153e0ce52528ba207f33ccde Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Sun, 9 Oct 2022 18:20:23 +0800
Subject: [PATCH 199/251] fix

---
 doriswriter/doc/mysql2doris.json                | 14 ++++++++------
 .../plugin/writer/doriswriter/DorisWriter.java  |  4 ++--
 .../datax/plugin/writer/doriswriter/Key.java    | 17 +++++++----------
 doriswriter/src/main/resources/plugin.json      |  4 ++--
 .../src/main/resources/plugin_job_template.json | 13 ++++++++-----
 .../writer/doriswriter/TestDorisWriterLoad.java |  4 ++--
 6 files changed, 29 insertions(+), 27 deletions(-)

diff --git a/doriswriter/doc/mysql2doris.json b/doriswriter/doc/mysql2doris.json
index b8be23c9..6992a2be 100644
--- a/doriswriter/doc/mysql2doris.json
+++ b/doriswriter/doc/mysql2doris.json
@@ -20,17 +20,19 @@
                 "writer": {
                     "name": "doriswriter",
                     "parameter": {
-                        "feLoadUrl": ["192.168.1.1:8030"],
-                        "jdbcUrl": "jdbc:mysql://192.168.1.1:9030/",
-                        "loadProps": {
-                        },
+                        "loadUrl": ["192.168.1.1:8030"],
+                        "loadProps": {},
                         "database": "db1",
-                        "table": "t3",
                         "column": ["k1", "k2", "k3"],
                         "username": "root",
                         "password": "",
                         "postSql": [],
-                        "preSql": []
+                        "preSql": [],
+                        "connection": [
+                            "jdbcUrl":"jdbc:mysql://192.168.1.1:9030/",
+                            "table":["xxx"],
+                            "selectedDatabase":"xxxx"
+                        ]
                     }
                 }
             }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
index 5f60f9ab..5e0bd205 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -95,11 +95,11 @@ public class DorisWriter extends Writer {
                 // trigger buffer
                 if (batchCount >= this.keys.getBatchRows() || batchByteSize >= this.keys.getBatchByteSize()) {
                     // generate doris stream load label
-                    flush(flushBatch);
+                    flush (flushBatch);
                     // clear buffer
                     batchCount = 0;
                     batchByteSize = 0L;
-                    flushBatch = new DorisFlushBatch(lineDelimiter, this.keys.getFormat());
+                    flushBatch = new DorisFlushBatch (lineDelimiter, this.keys.getFormat());
                 }
             } // end of while
 
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
index 4335936f..a6ad82c4 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
@@ -31,12 +31,11 @@ import java.util.Map;
 public class Key implements Serializable {
     public static final String FE_LOAD_URL = "feLoadUrl";
     public static final String BE_LOAD_URL = "beLoadUrl";
-    public static final String JDBC_URL = "jdbcUrl";
+    public static final String JDBC_URL = "connection[0].jdbcUrl";
 
-    public static final String DATABASE = "database";
-    public static final String TABLE = "table";
+    public static final String DATABASE = "connection[0].selectedDatabase";
+    public static final String TABLE = "connection[0].table[0]";
     public static final String COLUMN = "column";
-    public static final String TIME_ZONE = "timeZone";
 
     public static final String USERNAME = "username";
     public static final String PASSWORD = "password";
@@ -48,8 +47,8 @@ public class Key implements Serializable {
     public static final String LOAD_PROPS_LINE_DELIMITER = "line_delimiter";
     public static final String LOAD_PROPS_COLUMN_SEPARATOR = "column_separator";
 
-    public static final String MAX_BATCH_ROWS = "batchSizeRows";
-    public static final String BATCH_BYTE_SIZE = "batchByteSize";
+    public static final String MAX_BATCH_ROWS = "maxBatchRows";
+    public static final String BATCH_BYTE_SIZE = "maxBatchSize";
     public static final String MAX_RETRIES = "maxRetries";
     public static final String LABEL_PREFIX = "labelPrefix";
     public static final String FORMAT = "format";
@@ -57,6 +56,7 @@ public class Key implements Serializable {
     private final Configuration options;
 
     private static final long DEFAULT_MAX_BATCH_ROWS = 500000;
+
     private static final long DEFAULT_BATCH_BYTE_SIZE = 90 * 1024 * 1024;
     private static final int DEFAULT_MAX_RETRIES = 0;
 
@@ -109,10 +109,6 @@ public class Key implements Serializable {
         return this.options.getList(COLUMN, String.class);
     }
 
-    public String getTimeZone() {
-        return this.options.getString(TIME_ZONE, DEFAULT_TIME_ZONE);
-    }
-
     public List<String> getPreSqlList() {
         return this.options.getList(PRE_SQL, String.class);
     }
@@ -157,6 +153,7 @@ public class Key implements Serializable {
         return this.options.getInt(CONNECT_TIMEOUT, DEFAULT_CONNECT_TIMEOUT);
     }
 
+
     private void validateStreamLoadUrl() {
         List<String> urlList = this.getBeLoadUrlList();
         if (urlList == null) {
diff --git a/doriswriter/src/main/resources/plugin.json b/doriswriter/src/main/resources/plugin.json
index 9d2ad497..69dc31a2 100644
--- a/doriswriter/src/main/resources/plugin.json
+++ b/doriswriter/src/main/resources/plugin.json
@@ -1,6 +1,6 @@
 {
   "name": "doriswriter",
   "class": "com.alibaba.datax.plugin.writer.doriswriter.DorisWriter",
-  "description": "",
-  "developer": ""
+  "description": "apache doris writer plugin",
+  "developer": "apche doris"
 }
diff --git a/doriswriter/src/main/resources/plugin_job_template.json b/doriswriter/src/main/resources/plugin_job_template.json
index 9cd9bb18..897fe49b 100644
--- a/doriswriter/src/main/resources/plugin_job_template.json
+++ b/doriswriter/src/main/resources/plugin_job_template.json
@@ -3,14 +3,17 @@
   "parameter": {
     "username": "",
     "password": "",
-    "database": "",
-    "table": "",
     "column": [],
-    "timeZone": "",
     "preSql": [],
     "postSql": [],
-    "jdbcUrl": "",
     "beLoadUrl": [],
-    "loadProps": {}
+    "loadProps": {},
+    "connection": [
+      {
+        "jdbcUrl": "",
+        "selectedDatabase": "",
+        "table": []
+      }
+    ]
   }
 }
\ No newline at end of file
diff --git a/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java b/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java
index 35b6e3a4..bbb60a0e 100644
--- a/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java
+++ b/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java
@@ -62,7 +62,7 @@ public class TestDorisWriterLoad {
         Key key = new Key(configuration);
 
         DorisWriterEmitter emitter = new DorisWriterEmitter(key);
-        DorisFlushBatch flushBatch = new DorisFlushBatch("\n");
+        DorisFlushBatch flushBatch = new DorisFlushBatch("\n","csv");
         flushBatch.setLabel("test4");
         Map<String, String> row1 = Maps.newHashMap();
         row1.put("k1", "2021-02-02");
@@ -83,6 +83,6 @@ public class TestDorisWriterLoad {
         for (int i = 0; i < 50000; ++i) {
             flushBatch.putData(rowStr2);
         }
-        emitter.doStreamLoad(flushBatch);
+        emitter.emit (flushBatch);
     }
 }

From a4c8d2176e027022bb94dc93edb240f3214387c0 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Sun, 9 Oct 2022 18:39:47 +0800
Subject: [PATCH 200/251] fix feLoadUrl to loadUrl

---
 doriswriter/doc/doriswriter.md                                  | 2 +-
 .../java/com/alibaba/datax/plugin/writer/doriswriter/Key.java   | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 53f1de34..563de6d8 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -85,7 +85,7 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
     - 必选：是
     - 默认值：无
 
-* **feLoadUrl**
+* **loadUrl**
 
   - 描述：和 **beLoadUrl** 二选一。作为 Stream Load 的连接目标。格式为 "ip:port"。其中 IP 是 FE 节点 IP，port 是 FE 节点的 http_port。可以填写多个，doriswriter 将以轮询的方式访问。
   - 必选：是
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
index a6ad82c4..a70f6650 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
@@ -29,7 +29,7 @@ import java.util.List;
 import java.util.Map;
 
 public class Key implements Serializable {
-    public static final String FE_LOAD_URL = "feLoadUrl";
+    public static final String FE_LOAD_URL = "loadUrl";
     public static final String BE_LOAD_URL = "beLoadUrl";
     public static final String JDBC_URL = "connection[0].jdbcUrl";
 

From 0efbc5df08ee486c878bde812353ff3e12e245b0 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Sun, 9 Oct 2022 19:41:07 +0800
Subject: [PATCH 201/251] fix

---
 doriswriter/doc/doriswriter.md                | 74 +++++++------------
 .../doriswriter/DorisBaseSerializer.java      |  2 +
 .../doriswriter/DorisCsvSerializer.java       |  2 +
 .../doriswriter/DorisDelimiterParser.java     |  2 +
 .../doriswriter/DorisJsonSerializer.java      |  2 +
 .../writer/doriswriter/DorisSerializer.java   |  2 +
 .../doriswriter/DorisSerializerFactory.java   |  2 +
 .../doriswriter/DorisStreamLoadExcetion.java  |  2 +
 .../main/resources/plugin_job_template.json   |  1 +
 9 files changed, 41 insertions(+), 48 deletions(-)
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 563de6d8..344cd943 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -15,64 +15,48 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
 ```
 {
     "job": {
-        "setting": {
-            "speed": {
-                "channel": 1
-            },
-            "errorLimit": {
-                "record": 0,
-                "percentage": 0
-            }
-        },
         "content": [
             {
                 "reader": {
-                    "name": "streamreader",
+                    "name": "mysqlreader",
                     "parameter": {
-                        "column": [
+                        "column": ["k1", "k2", "k3"],
+                        "connection": [
                             {
-                                "value": "皮蛋1",
-                                "type": "string"
-                            },
-                            {
-                                "value": "皮蛋2",
-                                "type": "string"
-                            },
-                            {
-                                "value": "111",
-                                "type": "long"
-                            },
-                            {
-                                "value": "222",
-                                "type": "long"
+                                "jdbcUrl": ["jdbc:mysql://127.0.0.1:3306/db1"],
+                                "table": ["t1"]
                             }
                         ],
-                        "sliceRecordCount": 100
+                        "username": "root",
+                        "password": "",
+                        "where": ""
                     }
                 },
                 "writer": {
                     "name": "doriswriter",
                     "parameter": {
-                        "feLoadUrl": ["127.0.0.1:8030", "127.0.0.2:8030", "127.0.0.3:8030"],
-                        "beLoadUrl": ["192.168.10.1:8040", "192.168.10.2:8040", "192.168.10.3:8040"],
-                        "jdbcUrl": "jdbc:mysql://127.0.0.1:9030/",
+                        "loadUrl": ["127.0.0.1:8030"],
+                        "loadProps": {},
                         "database": "db1",
-                        "table": "t1",
-                        "column": ["k1", "k2", "v1", "v2"],
+                        "column": ["k1", "k2", "k3"],
                         "username": "root",
                         "password": "",
                         "postSql": [],
                         "preSql": [],
-                        "loadProps": {
-                        },
-                        "maxBatchRows" : 500000,
-                        "maxBatchByteSize" : 104857600,
-                        "labelPrefix": "my_prefix",
-                        "format":"csv"
+                        "connection": [
+                            "jdbcUrl":"jdbc:mysql://127.0.0.1:9030/demo",
+                            "table":["xxx"],
+                            "selectedDatabase":"xxxx"
+                        ]
                     }
                 }
             }
-        ]
+        ],
+        "setting": {
+            "speed": {
+                "channel": "1"
+            }
+        }
     }
 }
 ```
@@ -91,12 +75,6 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
   - 必选：是
   - 默认值：无
 
-* **beLoadUrl**
-
-  - 描述：和 **feLoadUrl** 二选一。作为 Stream Load 的连接目标。格式为 "ip:port"。其中 IP 是 BE 节点 IP，port 是 BE 节点的 webserver_port。可以填写多个，doriswriter 将以轮询的方式访问。
-  - 必选：否
-  - 默认值：无
-
 * **username**
 
     - 描述：访问Doris数据库的用户名
@@ -140,15 +118,15 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
   - 默认值：无
 
 
-* **batchSizeRows**
+* **maxBatchRows**
 
-  - 描述：每批次导入数据的最大行数。和 **batchByteSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+  - 描述：每批次导入数据的最大行数。和 **maxBatchSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
   - 默认值：500000
 
-* **batchByteSize**
+* **maxBatchSize**
 
-  - 描述：每批次导入数据的最大数据量。和 **batchSizeRows** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+  - 描述：每批次导入数据的最大数据量。和 **maxBatchRows** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
   - 默认值：104857600
 
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java
new file mode 100644
index 00000000..6179ec71
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java
@@ -0,0 +1,2 @@
+package com.alibaba.datax.plugin.writer.doriswriter;public class DorisBaseSerializer {
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java
new file mode 100644
index 00000000..298d1142
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java
@@ -0,0 +1,2 @@
+package com.alibaba.datax.plugin.writer.doriswriter;public class DorisCsvSerializer {
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java
new file mode 100644
index 00000000..e3f4b46c
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java
@@ -0,0 +1,2 @@
+package com.alibaba.datax.plugin.writer.doriswriter;public class DorisDelimiterParser {
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java
new file mode 100644
index 00000000..e747c996
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java
@@ -0,0 +1,2 @@
+package com.alibaba.datax.plugin.writer.doriswriter;public class DorisJsonSerializer {
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java
new file mode 100644
index 00000000..a974c5e5
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java
@@ -0,0 +1,2 @@
+package com.alibaba.datax.plugin.writer.doriswriter;public class DorisSerializer {
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java
new file mode 100644
index 00000000..2bb1a1c1
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java
@@ -0,0 +1,2 @@
+package com.alibaba.datax.plugin.writer.doriswriter;public class DorisSerializerFactory {
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java
new file mode 100644
index 00000000..c8e27e00
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java
@@ -0,0 +1,2 @@
+package com.alibaba.datax.plugin.writer.doriswriter;public class DorisStreamLoadExcetion {
+}
diff --git a/doriswriter/src/main/resources/plugin_job_template.json b/doriswriter/src/main/resources/plugin_job_template.json
index 897fe49b..0187e539 100644
--- a/doriswriter/src/main/resources/plugin_job_template.json
+++ b/doriswriter/src/main/resources/plugin_job_template.json
@@ -7,6 +7,7 @@
     "preSql": [],
     "postSql": [],
     "beLoadUrl": [],
+    "loadUrl": [],
     "loadProps": {},
     "connection": [
       {

From 8b46e82a60d0b5991dff4962a36187e5a3e7d789 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Sun, 9 Oct 2022 20:29:15 +0800
Subject: [PATCH 202/251] Refactoring doris writer code

Refactoring doris writer code
---
 doriswriter/doc/doriswriter.md                |  53 +++-
 .../doriswriter/DorisBaseSerializer.java      |  23 +-
 .../plugin/writer/doriswriter/DorisCodec.java |  73 ------
 .../writer/doriswriter/DorisCsvCodec.java     |  49 ----
 .../doriswriter/DorisCsvSerializer.java       |  26 +-
 .../doriswriter/DorisDelimiterParser.java     |  54 +++-
 .../writer/doriswriter/DorisFlushBatch.java   |  66 -----
 .../writer/doriswriter/DorisJsonCodec.java    |  51 ----
 .../doriswriter/DorisJsonSerializer.java      |  33 ++-
 .../writer/doriswriter/DorisSerializer.java   |  10 +-
 .../doriswriter/DorisSerializerFactory.java   |  19 +-
 .../doriswriter/DorisStreamLoadExcetion.java  |  29 ++-
 .../doriswriter/DorisStreamLoadVisitor.java   | 233 +++++++++++++++++
 .../plugin/writer/doriswriter/DorisUtil.java  | 105 ++++++++
 .../writer/doriswriter/DorisWriter.java       | 242 ++++++-----------
 .../doriswriter/DorisWriterEmitter.java       | 243 ------------------
 .../doriswriter/DorisWriterManager.java       | 192 ++++++++++++++
 .../doriswriter/DorisWriterOptions.java       | 174 +++++++++++++
 .../writer/doriswriter/DorisWriterTuple.java  |  20 ++
 .../writer/doriswriter/EscapeHandler.java     |  42 ---
 .../datax/plugin/writer/doriswriter/Key.java  | 188 --------------
 21 files changed, 1024 insertions(+), 901 deletions(-)
 delete mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
 delete mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
 delete mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java
 delete mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadVisitor.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisUtil.java
 delete mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterManager.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterOptions.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterTuple.java
 delete mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/EscapeHandler.java
 delete mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 344cd943..9f8f510c 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -20,34 +20,40 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
                 "reader": {
                     "name": "mysqlreader",
                     "parameter": {
-                        "column": ["k1", "k2", "k3"],
+                        "column": ["emp_no", "birth_date", "first_name","last_name","gender","hire_date"],
                         "connection": [
                             {
-                                "jdbcUrl": ["jdbc:mysql://127.0.0.1:3306/db1"],
-                                "table": ["t1"]
+                                "jdbcUrl": ["jdbc:mysql://localhost:3306/demo"],
+                                "table": ["employees_1"]
                             }
                         ],
                         "username": "root",
-                        "password": "",
+                        "password": "xxxxx",
                         "where": ""
                     }
                 },
                 "writer": {
                     "name": "doriswriter",
                     "parameter": {
-                        "loadUrl": ["127.0.0.1:8030"],
-                        "loadProps": {},
-                        "database": "db1",
-                        "column": ["k1", "k2", "k3"],
+                        "loadUrl": ["172.16.0.13:8030"],
+                        "loadProps": {
+                        },
+                        "column": ["emp_no", "birth_date", "first_name","last_name","gender","hire_date"],
                         "username": "root",
-                        "password": "",
-                        "postSql": [],
+                        "password": "xxxxxx",
+                        "postSql": ["select count(1) from all_employees_info"],
                         "preSql": [],
                         "connection": [
-                            "jdbcUrl":"jdbc:mysql://127.0.0.1:9030/demo",
-                            "table":["xxx"],
-                            "selectedDatabase":"xxxx"
-                        ]
+                          {
+                            "jdbcUrl": "jdbc:mysql://172.16.0.13:9030/demo",
+                            "database": "demo",
+                            "table": ["all_employees_info"]
+                          }
+                        ],
+                        "loadProps": {
+                            "format": "json",
+                            "strip_outer_array": true
+                        }
                     }
                 }
             }
@@ -159,3 +165,22 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
   - 描述：StreamLoad单次请求的超时时间, 单位毫秒(ms)。
   - 必选：否
   - 默认值：-1
+
+### 类型转换
+
+默认传入的数据均会被转为字符串，并以`\t`作为列分隔符，`\n`作为行分隔符，组成`csv`文件进行StreamLoad导入操作。
+如需更改列分隔符， 则正确配置 `loadProps` 即可：
+```json
+"loadProps": {
+    "column_separator": "\\x01",
+    "row_delimiter": "\\x02"
+}
+```
+
+如需更改导入格式为`json`， 则正确配置 `loadProps` 即可：
+```json
+"loadProps": {
+    "format": "json",
+    "strip_outer_array": true
+}
+```
\ No newline at end of file
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java
index 6179ec71..c9aacc6e 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java
@@ -1,2 +1,23 @@
-package com.alibaba.datax.plugin.writer.doriswriter;public class DorisBaseSerializer {
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.element.Column;
+
+public class DorisBaseSerializer {
+    protected String fieldConvertion( Column col) {
+        if (null == col.getRawData() || Column.Type.NULL == col.getType()) {
+            return null;
+        }
+        if ( Column.Type.BOOL == col.getType()) {
+            return String.valueOf(col.asLong());
+        }
+        if ( Column.Type.BYTES == col.getType()) {
+            byte[] bts = (byte[])col.getRawData();
+            long value = 0;
+            for (int i = 0; i < bts.length; i++) {
+                value += (bts[bts.length - i - 1] & 0xffL) << (8 * i);
+            }
+            return String.valueOf(value);
+        }
+        return col.asString();
+    }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
deleted file mode 100644
index ef5889de..00000000
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
+++ /dev/null
@@ -1,73 +0,0 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import com.alibaba.datax.common.element.Column;
-import com.alibaba.datax.common.element.DateColumn;
-import com.alibaba.datax.common.element.Record;
-import org.apache.commons.lang3.time.DateFormatUtils;
-
-import java.time.ZoneId;
-import java.util.List;
-
-public abstract class DorisCodec {
-    protected final List<String> fieldNames;
-
-    public DorisCodec(final List<String> fieldNames) {
-        this.fieldNames = fieldNames;
-    }
-
-    public abstract String serialize(Record row);
-
-    /**
-     * convert datax internal  data to string
-     *
-     * @param col
-     * @return
-     */
-    protected Object convertColumn(final Column col) {
-        if (null == col.getRawData()) {
-            return null;
-        }
-        Column.Type type = col.getType();
-        switch (type) {
-            case BOOL:
-            case INT:
-            case LONG:
-                return col.asLong();
-            case DOUBLE:
-                return col.asDouble();
-            case STRING:
-                return col.asString();
-            case DATE: {
-                final DateColumn.DateType dateType = ((DateColumn) col).getSubType();
-                switch (dateType) {
-                    case DATE:
-                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd");
-                    case DATETIME:
-                        return DateFormatUtils.format(col.asDate(), "yyyy-MM-dd HH:mm:ss");
-                    default:
-                        return col.asString();
-                }
-            }
-            default:
-                // BAD, NULL, BYTES
-                return null;
-        }
-    }
-}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
deleted file mode 100644
index 8fa8b2c4..00000000
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
+++ /dev/null
@@ -1,49 +0,0 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import com.alibaba.datax.common.element.Record;
-
-import java.util.ArrayList;
-import java.util.List;
-
-public class DorisCsvCodec extends DorisCodec {
-
-    private final String columnSeparator;
-
-    public DorisCsvCodec(final List<String> fieldNames, String columnSeparator) {
-        super(fieldNames);
-        this.columnSeparator = EscapeHandler.escapeString(columnSeparator);
-    }
-
-    @Override
-    public String serialize(final Record row) {
-        if (null == this.fieldNames) {
-            return "";
-        }
-        List<String> list = new ArrayList<>();
-
-        for (int i = 0; i < this.fieldNames.size(); i++) {
-            Object value = this.convertColumn(row.getColumn(i));
-            list.add(value != null ? value.toString() : "\\N");
-        }
-
-        return String.join(columnSeparator, list);
-    }
-
-}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java
index 298d1142..93c477d8 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java
@@ -1,2 +1,26 @@
-package com.alibaba.datax.plugin.writer.doriswriter;public class DorisCsvSerializer {
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.element.Record;
+
+public class DorisCsvSerializer extends DorisBaseSerializer implements DorisSerializer{
+    private static final long serialVersionUID = 1L;
+
+    private final String columnSeparator;
+
+    public DorisCsvSerializer(String sp) {
+        this.columnSeparator = DorisDelimiterParser.parse(sp, "\t");
+    }
+
+    @Override
+    public String serialize( Record row) {
+        StringBuilder sb = new StringBuilder();
+        for (int i = 0; i < row.getColumnNumber(); i++) {
+            String value = fieldConvertion(row.getColumn(i));
+            sb.append(null == value ? "\\N" : value);
+            if (i < row.getColumnNumber() - 1) {
+                sb.append(columnSeparator);
+            }
+        }
+        return sb.toString();
+    }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java
index e3f4b46c..5c92af9f 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java
@@ -1,2 +1,54 @@
-package com.alibaba.datax.plugin.writer.doriswriter;public class DorisDelimiterParser {
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.google.common.base.Strings;
+
+import java.io.StringWriter;
+
+public class DorisDelimiterParser {
+
+    private static final String HEX_STRING = "0123456789ABCDEF";
+
+    public static String parse(String sp, String dSp) throws RuntimeException {
+        if ( Strings.isNullOrEmpty(sp)) {
+            return dSp;
+        }
+        if (!sp.toUpperCase().startsWith("\\X")) {
+            return sp;
+        }
+        String hexStr = sp.substring(2);
+        // check hex str
+        if (hexStr.isEmpty()) {
+            throw new RuntimeException("Failed to parse delimiter: `Hex str is empty`");
+        }
+        if (hexStr.length() % 2 != 0) {
+            throw new RuntimeException("Failed to parse delimiter: `Hex str length error`");
+        }
+        for (char hexChar : hexStr.toUpperCase().toCharArray()) {
+            if (HEX_STRING.indexOf(hexChar) == -1) {
+                throw new RuntimeException("Failed to parse delimiter: `Hex str format error`");
+            }
+        }
+        // transform to separator
+        StringWriter writer = new StringWriter();
+        for (byte b : hexStrToBytes(hexStr)) {
+            writer.append((char) b);
+        }
+        return writer.toString();
+    }
+
+    private static byte[] hexStrToBytes(String hexStr) {
+        String upperHexStr = hexStr.toUpperCase();
+        int length = upperHexStr.length() / 2;
+        char[] hexChars = upperHexStr.toCharArray();
+        byte[] bytes = new byte[length];
+        for (int i = 0; i < length; i++) {
+            int pos = i * 2;
+            bytes[i] = (byte) (charToByte(hexChars[pos]) << 4 | charToByte(hexChars[pos + 1]));
+        }
+        return bytes;
+    }
+
+    private static byte charToByte(char c) {
+        return (byte) HEX_STRING.indexOf(c);
+    }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java
deleted file mode 100644
index 9980c937..00000000
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisFlushBatch.java
+++ /dev/null
@@ -1,66 +0,0 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import java.util.ArrayList;
-import java.util.List;
-
-// A wrapper class to hold a batch of loaded rows
-public class DorisFlushBatch {
-    private final String format;
-    private final String lineDelimiter;
-    private String label;
-    private long byteSize = 0;
-    private List<String> data = new ArrayList<>();
-
-    public DorisFlushBatch(String lineDelimiter, String format) {
-        this.lineDelimiter = EscapeHandler.escapeString(lineDelimiter);
-        this.format = format;
-    }
-
-    public void setLabel(String label) {
-        this.label = label;
-    }
-
-    public String getLabel() {
-        return label;
-    }
-
-    public long getRows() {
-        return data.size();
-    }
-
-    public void putData(String row) {
-        data.add(row);
-        byteSize += row.getBytes().length;
-    }
-
-    public String getData() {
-        String result;
-        if (Key.DEFAULT_FORMAT_CSV.equalsIgnoreCase(format)) {
-            result = String.join(this.lineDelimiter, data);
-        } else {
-            result = data.toString();
-        }
-        return result;
-    }
-
-    public long getSize() {
-        return byteSize;
-    }
-}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
deleted file mode 100644
index 5486dbde..00000000
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
+++ /dev/null
@@ -1,51 +0,0 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import com.alibaba.datax.common.element.Record;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.serializer.SerializerFeature;
-
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-// Convert DataX data to json
-public class DorisJsonCodec extends DorisCodec {
-    private Map<String, Object> rowMap;
-
-    public DorisJsonCodec(final List<String> fieldNames) {
-        super(fieldNames);
-        this.rowMap = new HashMap<>(this.fieldNames.size());
-    }
-
-    @Override
-    public String serialize(final Record row) {
-        if (null == this.fieldNames) {
-            return "";
-        }
-
-        rowMap.clear();
-        int idx = 0;
-        for (final String fieldName : this.fieldNames) {
-            rowMap.put(fieldName, this.convertColumn(row.getColumn(idx)));
-            ++idx;
-        }
-        return JSON.toJSONString(rowMap, SerializerFeature.WriteMapNullValue);
-    }
-}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java
index e747c996..315e472c 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java
@@ -1,2 +1,33 @@
-package com.alibaba.datax.plugin.writer.doriswriter;public class DorisJsonSerializer {
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.fastjson.JSON;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+public class DorisJsonSerializer extends DorisBaseSerializer implements DorisSerializer{
+
+    private static final long serialVersionUID = 1L;
+
+    private final List<String> fieldNames;
+
+    public DorisJsonSerializer( List<String> fieldNames) {
+        this.fieldNames = fieldNames;
+    }
+
+    @Override
+    public String serialize( Record row) {
+        if (null == fieldNames) {
+            return "";
+        }
+        Map<String, Object> rowMap = new HashMap<> (fieldNames.size());
+        int idx = 0;
+        for (String fieldName : fieldNames) {
+            rowMap.put(fieldName, fieldConvertion(row.getColumn(idx)));
+            idx++;
+        }
+        return JSON.toJSONString(rowMap);
+    }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java
index a974c5e5..58759ecf 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java
@@ -1,2 +1,10 @@
-package com.alibaba.datax.plugin.writer.doriswriter;public class DorisSerializer {
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.element.Record;
+
+import java.io.Serializable;
+
+public interface DorisSerializer extends Serializable {
+
+    String serialize( Record row);
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java
index 2bb1a1c1..8484e5b7 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java
@@ -1,2 +1,19 @@
-package com.alibaba.datax.plugin.writer.doriswriter;public class DorisSerializerFactory {
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import java.util.Map;
+
+public class DorisSerializerFactory {
+    public DorisSerializerFactory(){
+
+    }
+    public static DorisSerializer createSerializer(DorisWriterOptions writerOptions) {
+        if (DorisWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
+            Map<String, Object> props = writerOptions.getLoadProps();
+            return new DorisCsvSerializer(null == props || !props.containsKey("column_separator") ? null : String.valueOf(props.get("column_separator")));
+        }
+        if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
+            return new DorisJsonSerializer(writerOptions.getColumns());
+        }
+        throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties.");
+    }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java
index c8e27e00..dc19b209 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java
@@ -1,2 +1,29 @@
-package com.alibaba.datax.plugin.writer.doriswriter;public class DorisStreamLoadExcetion {
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import java.io.IOException;
+import java.util.Map;
+
+public class DorisStreamLoadExcetion extends IOException {
+
+    private final Map<String, Object> response;
+    private boolean reCreateLabel;
+
+    public DorisStreamLoadExcetion(String message, Map<String, Object> response) {
+        super(message);
+        this.response = response;
+    }
+
+    public DorisStreamLoadExcetion(String message, Map<String, Object> response, boolean reCreateLabel) {
+        super(message);
+        this.response = response;
+        this.reCreateLabel = reCreateLabel;
+    }
+
+    public Map<String, Object> getFailedResponse() {
+        return response;
+    }
+
+    public boolean needReCreateLabel() {
+        return reCreateLabel;
+    }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadVisitor.java
new file mode 100644
index 00000000..a18940cb
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadVisitor.java
@@ -0,0 +1,233 @@
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.fastjson.JSON;
+import org.apache.commons.codec.binary.Base64;
+import org.apache.http.HttpEntity;
+import org.apache.http.client.config.RequestConfig;
+import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.client.methods.HttpGet;
+import org.apache.http.client.methods.HttpPut;
+import org.apache.http.entity.ByteArrayEntity;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.DefaultRedirectStrategy;
+import org.apache.http.impl.client.HttpClientBuilder;
+import org.apache.http.impl.client.HttpClients;
+import org.apache.http.util.EntityUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.nio.ByteBuffer;
+import java.nio.charset.StandardCharsets;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.concurrent.TimeUnit;
+import java.util.stream.Collectors;
+
+public class DorisStreamLoadVisitor {
+    private static final Logger LOG = LoggerFactory.getLogger(DorisStreamLoadVisitor.class);
+
+    private DorisWriterOptions options;
+
+    private long pos;
+    private static final String RESULT_FAILED = "Fail";
+    private static final String RESULT_LABEL_EXISTED = "Label Already Exists";
+    private static final String LAEBL_STATE_VISIBLE = "VISIBLE";
+    private static final String LAEBL_STATE_COMMITTED = "COMMITTED";
+    private static final String RESULT_LABEL_PREPARE = "PREPARE";
+    private static final String RESULT_LABEL_ABORTED = "ABORTED";
+    private static final String RESULT_LABEL_UNKNOWN = "UNKNOWN";
+
+
+    public DorisStreamLoadVisitor(DorisWriterOptions options){
+        this.options = options;
+    }
+
+    public void streamLoad(DorisWriterTuple data) throws Exception {
+        String host = getAvailableHost();
+        if(host == null){
+            throw new IOException ("None of the host in `load_url` could be connected.");
+        }
+        String loadUrl = new StringBuilder(host)
+                .append("/api/")
+                .append(options.getDatabase())
+                .append("/")
+                .append(options.getTable())
+                .append("/_stream_load")
+                .toString();
+        LOG.debug(String.format("Start to join batch data: rows[%d] bytes[%d] label[%s].", data.getRows().size(), data.getBytes(), data.getLabel()));
+        Map<String, Object> loadResult = doHttpPut(loadUrl, data.getLabel(), joinRows(data.getRows(), data.getBytes().intValue()));
+        final String keyStatus = "Status";
+        if (null == loadResult || !loadResult.containsKey(keyStatus)) {
+            throw new IOException("Unable to flush data to Doris: unknown result status.");
+        }
+        LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
+        if (RESULT_FAILED.equals(loadResult.get(keyStatus))) {
+            throw new IOException(
+                    new StringBuilder("Failed to flush data to Doris.\n").append(JSON.toJSONString(loadResult)).toString()
+            );
+        } else if (RESULT_LABEL_EXISTED.equals(loadResult.get(keyStatus))) {
+            LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
+            // has to block-checking the state to get the final result
+            checkLabelState(host, data.getLabel());
+        }
+    }
+
+    private void checkLabelState(String host, String label) throws IOException {
+        int idx = 0;
+        while(true) {
+            try {
+                TimeUnit.SECONDS.sleep(Math.min(++idx, 5));
+            } catch (InterruptedException ex) {
+                break;
+            }
+            try (CloseableHttpClient httpclient = HttpClients.createDefault()) {
+                HttpGet httpGet = new HttpGet(new StringBuilder(host).append("/api/").append(options.getDatabase()).append("/get_load_state?label=").append(label).toString());
+                httpGet.setHeader("Authorization", getBasicAuthHeader(options.getUsername(), options.getPassword()));
+                httpGet.setHeader("Connection", "close");
+
+                try (CloseableHttpResponse resp = httpclient.execute(httpGet)) {
+                    HttpEntity respEntity = getHttpEntity(resp);
+                    if (respEntity == null) {
+                        throw new IOException(String.format("Failed to flush data to Doris, Error " +
+                                "could not get the final state of label[%s].\n", label), null);
+                    }
+                    Map<String, Object> result = (Map<String, Object>)JSON.parse(EntityUtils.toString(respEntity));
+                    String labelState = (String)result.get("state");
+                    if (null == labelState) {
+                        throw new IOException(String.format("Failed to flush data to Doris, Error " +
+                                "could not get the final state of label[%s]. response[%s]\n", label, EntityUtils.toString(respEntity)), null);
+                    }
+                    LOG.info(String.format("Checking label[%s] state[%s]\n", label, labelState));
+                    switch(labelState) {
+                        case LAEBL_STATE_VISIBLE:
+                        case LAEBL_STATE_COMMITTED:
+                            return;
+                        case RESULT_LABEL_PREPARE:
+                            continue;
+                        case RESULT_LABEL_ABORTED:
+                            throw new DorisStreamLoadExcetion(String.format("Failed to flush data to Doris, Error " +
+                                    "label[%s] state[%s]\n", label, labelState), null, true);
+                        case RESULT_LABEL_UNKNOWN:
+                        default:
+                            throw new IOException(String.format("Failed to flush data to Doris, Error " +
+                                    "label[%s] state[%s]\n", label, labelState), null);
+                    }
+                }
+            }
+        }
+    }
+
+    private byte[] joinRows(List<byte[]> rows, int totalBytes) {
+        if (DorisWriterOptions.StreamLoadFormat.CSV.equals(options.getStreamLoadFormat())) {
+            Map<String, Object> props = (options.getLoadProps() == null ? new HashMap<> () : options.getLoadProps());
+            byte[] lineDelimiter = DorisDelimiterParser.parse((String)props.get("row_delimiter"), "\n").getBytes(StandardCharsets.UTF_8);
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
+            for (byte[] row : rows) {
+                bos.put(row);
+                bos.put(lineDelimiter);
+            }
+            return bos.array();
+        }
+
+        if (DorisWriterOptions.StreamLoadFormat.JSON.equals(options.getStreamLoadFormat())) {
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + (rows.isEmpty() ? 2 : rows.size() + 1));
+            bos.put("[".getBytes(StandardCharsets.UTF_8));
+            byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8);
+            boolean isFirstElement = true;
+            for (byte[] row : rows) {
+                if (!isFirstElement) {
+                    bos.put(jsonDelimiter);
+                }
+                bos.put(row);
+                isFirstElement = false;
+            }
+            bos.put("]".getBytes(StandardCharsets.UTF_8));
+            return bos.array();
+        }
+        throw new RuntimeException("Failed to join rows data, unsupported `format` from stream load properties:");
+    }
+    private Map<String, Object> doHttpPut(String loadUrl, String label, byte[] data) throws IOException {
+        LOG.info(String.format("Executing stream load to: '%s', size: '%s'", loadUrl, data.length));
+        final HttpClientBuilder httpClientBuilder = HttpClients.custom()
+                .setRedirectStrategy(new DefaultRedirectStrategy () {
+                    @Override
+                    protected boolean isRedirectable(String method) {
+                        return true;
+                    }
+                });
+        try ( CloseableHttpClient httpclient = httpClientBuilder.build()) {
+            HttpPut httpPut = new HttpPut(loadUrl);
+            List<String> cols = options.getColumns();
+            if (null != cols && !cols.isEmpty() && DorisWriterOptions.StreamLoadFormat.CSV.equals(options.getStreamLoadFormat())) {
+                httpPut.setHeader("columns", String.join(",", cols.stream().map(f -> String.format("`%s`", f)).collect(Collectors.toList())));
+            }
+            if (null != options.getLoadProps()) {
+                for (Map.Entry<String, Object> entry : options.getLoadProps().entrySet()) {
+                    httpPut.setHeader(entry.getKey(), String.valueOf(entry.getValue()));
+                }
+            }
+            httpPut.setHeader("Expect", "100-continue");
+            httpPut.setHeader("label", label);
+            httpPut.setHeader("Content-Type", "application/x-www-form-urlencoded");
+            httpPut.setHeader("Authorization", getBasicAuthHeader(options.getUsername(), options.getPassword()));
+            httpPut.setEntity(new ByteArrayEntity (data));
+            httpPut.setConfig(RequestConfig.custom().setRedirectsEnabled(true).build());
+            try ( CloseableHttpResponse resp = httpclient.execute(httpPut)) {
+                HttpEntity respEntity = getHttpEntity(resp);
+                if (respEntity == null)
+                    return null;
+                return (Map<String, Object>)JSON.parse(EntityUtils.toString(respEntity));
+            }
+        }
+    }
+
+    private String getBasicAuthHeader(String username, String password) {
+        String auth = username + ":" + password;
+        byte[] encodedAuth = Base64.encodeBase64(auth.getBytes(StandardCharsets.UTF_8));
+        return new StringBuilder("Basic ").append(new String(encodedAuth)).toString();
+    }
+
+    private HttpEntity getHttpEntity(CloseableHttpResponse resp) {
+        int code = resp.getStatusLine().getStatusCode();
+        if (200 != code) {
+            LOG.warn("Request failed with code:{}", code);
+            return null;
+        }
+        HttpEntity respEntity = resp.getEntity();
+        if (null == respEntity) {
+            LOG.warn("Request failed with empty response.");
+            return null;
+        }
+        return respEntity;
+    }
+
+    private String getAvailableHost() {
+        List<String> hostList = options.getLoadUrlList();
+        long tmp = pos + hostList.size();
+        for (; pos < tmp; pos++) {
+            String host = new StringBuilder("http://").append(hostList.get((int) (pos % hostList.size()))).toString();
+            if (tryHttpConnection(host)) {
+                return host;
+            }
+        }
+        return null;
+    }
+
+    private boolean tryHttpConnection(String host) {
+        try {
+            URL url = new URL(host);
+            HttpURLConnection co =  (HttpURLConnection) url.openConnection();
+            co.setConnectTimeout(5000);
+            co.connect();
+            co.disconnect();
+            return true;
+        } catch (Exception e1) {
+            LOG.warn("Failed to connect to address:{}", host, e1);
+            return false;
+        }
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisUtil.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisUtil.java
new file mode 100644
index 00000000..7c7d9a92
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisUtil.java
@@ -0,0 +1,105 @@
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
+import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.druid.sql.parser.ParserException;
+import com.google.common.base.Strings;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.ResultSet;
+import java.sql.Statement;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+/**
+ * jdbc util
+ */
+public class DorisUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(DorisUtil.class);
+
+    private DorisUtil() {}
+
+    public static List<String> getDorisTableColumns( Connection conn, String databaseName, String tableName) {
+        String currentSql = String.format("SELECT COLUMN_NAME FROM `information_schema`.`COLUMNS` WHERE `TABLE_SCHEMA` = '%s' AND `TABLE_NAME` = '%s' ORDER BY `ORDINAL_POSITION` ASC;", databaseName, tableName);
+        List<String> columns = new ArrayList<> ();
+        ResultSet rs = null;
+        try {
+            rs = DBUtil.query(conn, currentSql);
+            while (DBUtil.asyncResultSetNext(rs)) {
+                String colName = rs.getString("COLUMN_NAME");
+                columns.add(colName);
+            }
+            return columns;
+        } catch (Exception e) {
+            throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
+        } finally {
+            DBUtil.closeDBResources(rs, null, null);
+        }
+    }
+
+    public static List<String> renderPreOrPostSqls(List<String> preOrPostSqls, String tableName) {
+        if (null == preOrPostSqls) {
+            return Collections.emptyList();
+        }
+        List<String> renderedSqls = new ArrayList<>();
+        for (String sql : preOrPostSqls) {
+            if (! Strings.isNullOrEmpty(sql)) {
+                renderedSqls.add(sql.replace(Constant.TABLE_NAME_PLACEHOLDER, tableName));
+            }
+        }
+        return renderedSqls;
+    }
+
+    public static void executeSqls(Connection conn, List<String> sqls) {
+        Statement stmt = null;
+        String currentSql = null;
+        try {
+            stmt = conn.createStatement();
+            for (String sql : sqls) {
+                currentSql = sql;
+                DBUtil.executeSqlWithoutResultSet(stmt, sql);
+            }
+        } catch (Exception e) {
+            throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
+        } finally {
+            DBUtil.closeDBResources(null, stmt, null);
+        }
+    }
+
+    public static void preCheckPrePareSQL(DorisWriterOptions options) {
+        String table = options.getTable();
+        List<String> preSqls = options.getPreSqlList();
+        List<String> renderedPreSqls = DorisUtil.renderPreOrPostSqls(preSqls, table);
+        if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
+            LOG.info("Begin to preCheck preSqls:[{}].", String.join(";", renderedPreSqls));
+            for (String sql : renderedPreSqls) {
+                try {
+                    DBUtil.sqlValid(sql, DataBaseType.MySql);
+                } catch ( ParserException e) {
+                    throw RdbmsException.asPreSQLParserException(DataBaseType.MySql,e,sql);
+                }
+            }
+        }
+    }
+
+    public static void preCheckPostSQL(DorisWriterOptions options) {
+        String table = options.getTable();
+        List<String> postSqls = options.getPostSqlList();
+        List<String> renderedPostSqls = DorisUtil.renderPreOrPostSqls(postSqls, table);
+        if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
+            LOG.info("Begin to preCheck postSqls:[{}].", String.join(";", renderedPostSqls));
+            for(String sql : renderedPostSqls) {
+                try {
+                    DBUtil.sqlValid(sql, DataBaseType.MySql);
+                } catch (ParserException e){
+                    throw RdbmsException.asPostSQLParserException(DataBaseType.MySql,e,sql);
+                }
+            }
+        }
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
index 5e0bd205..f16cd354 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -39,131 +39,41 @@ import java.util.Collections;
 import java.util.List;
 import java.util.UUID;
 
+/**
+ * doris data writer
+ */
 public class DorisWriter extends Writer {
-    public DorisWriter() {
-    }
 
-    public static class Task extends com.alibaba.datax.common.spi.Writer.Task {
-        private DorisWriterEmitter dorisWriterEmitter;
-        private Key keys;
-        private DorisCodec rowCodec;
-        private int batchNum = 0;
-        private String labelPrefix;
+    public static class Job extends Writer.Job {
 
-        public Task() {
-        }
-
-        @Override
-        public void init() {
-            this.keys = new Key(super.getPluginJobConf());
-            if (Key.DEFAULT_FORMAT_CSV.equalsIgnoreCase(this.keys.getFormat())) {
-                this.rowCodec = new DorisCsvCodec(this.keys.getColumns(), this.keys.getColumnSeparator());
-            } else {
-                this.rowCodec = new DorisJsonCodec(this.keys.getColumns());
-            }
-            this.labelPrefix = this.keys.getLabelPrefix() + UUID.randomUUID();
-            this.dorisWriterEmitter = new DorisWriterEmitter(keys);
-        }
-
-        @Override
-        public void prepare() {
-        }
-
-        @Override
-        public void startWrite(RecordReceiver recordReceiver) {
-            String lineDelimiter = this.keys.getLineDelimiter();
-            DorisFlushBatch flushBatch = new DorisFlushBatch(lineDelimiter, this.keys.getFormat());
-            long batchCount = 0;
-            long batchByteSize = 0L;
-            Record record;
-            // loop to get record from datax
-            while ((record = recordReceiver.getFromReader()) != null) {
-                // check column size
-                if (record.getColumnNumber() != this.keys.getColumns().size()) {
-                    throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
-                            String.format("config writer column info error. because the column number of reader is :%s" +
-                                            "and the column number of writer is:%s. please check you datax job config json.",
-                                    record.getColumnNumber(), this.keys.getColumns().size()));
-                }
-                // codec record
-                final String recordStr = this.rowCodec.serialize(record);
-
-                // put into buffer
-                flushBatch.putData(recordStr);
-                batchCount += 1;
-                batchByteSize += recordStr.length();
-                // trigger buffer
-                if (batchCount >= this.keys.getBatchRows() || batchByteSize >= this.keys.getBatchByteSize()) {
-                    // generate doris stream load label
-                    flush (flushBatch);
-                    // clear buffer
-                    batchCount = 0;
-                    batchByteSize = 0L;
-                    flushBatch = new DorisFlushBatch (lineDelimiter, this.keys.getFormat());
-                }
-            } // end of while
-
-            if (flushBatch.getSize() > 0) {
-                flush(flushBatch);
-            }
-        }
-
-        private void flush(DorisFlushBatch flushBatch) {
-            flushBatch.setLabel(getStreamLoadLabel());
-            dorisWriterEmitter.emit(flushBatch);
-        }
-
-        private String getStreamLoadLabel() {
-            return labelPrefix + "_" + (batchNum++);
-        }
-
-        @Override
-        public void post() {
-
-        }
-
-        @Override
-        public void destroy() {
-        }
-
-        @Override
-        public boolean supportFailOver() {
-            return false;
-        }
-    }
-
-    public static class Job extends com.alibaba.datax.common.spi.Writer.Job {
-        private static final Logger LOG = LoggerFactory.getLogger(DorisWriter.Job.class);
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
         private Configuration originalConfig = null;
-        private Key keys;
-
-        public Job() {
-        }
+        private DorisWriterOptions options;
 
         @Override
         public void init() {
             this.originalConfig = super.getPluginJobConf();
-            this.keys = new Key(super.getPluginJobConf());
-            this.keys.doPretreatment();
+            options = new DorisWriterOptions(super.getPluginJobConf());
+            options.doPretreatment();
         }
 
         @Override
-        public void preCheck() {
+        public void preCheck(){
             this.init();
-            this.preCheckPrePareSQL(this.keys);
-            this.preCheckPostSQL(this.keys);
+            DorisUtil.preCheckPrePareSQL(options);
+            DorisUtil.preCheckPostSQL(options);
         }
 
         @Override
         public void prepare() {
-            String username = this.keys.getUsername();
-            String password = this.keys.getPassword();
-            String jdbcUrl = this.keys.getJdbcUrl();
-            List<String> renderedPreSqls = this.renderPreOrPostSqls(this.keys.getPreSqlList(), this.keys.getTable());
-            if (!renderedPreSqls.isEmpty()) {
+            String username = options.getUsername();
+            String password = options.getPassword();
+            String jdbcUrl = options.getJdbcUrl();
+            List<String> renderedPreSqls = DorisUtil.renderPreOrPostSqls(options.getPreSqlList(), options.getTable());
+            if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
                 Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
-                LOG.info("prepare execute preSqls:[{}]. doris jdbc url:{}.", String.join(";", renderedPreSqls), jdbcUrl);
-                this.executeSqls(conn, renderedPreSqls);
+                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPreSqls), jdbcUrl);
+                DorisUtil.executeSqls(conn, renderedPreSqls);
                 DBUtil.closeDBResources(null, null, conn);
             }
         }
@@ -171,93 +81,89 @@ public class DorisWriter extends Writer {
         @Override
         public List<Configuration> split(int mandatoryNumber) {
             List<Configuration> configurations = new ArrayList<>(mandatoryNumber);
-
-            for (int i = 0; i < mandatoryNumber; ++i) {
-                configurations.add(this.originalConfig);
+            for (int i = 0; i < mandatoryNumber; i++) {
+                configurations.add(originalConfig);
             }
-
             return configurations;
         }
 
         @Override
         public void post() {
-            String username = this.keys.getUsername();
-            String password = this.keys.getPassword();
-            String jdbcUrl = this.keys.getJdbcUrl();
-            List<String> renderedPostSqls = this.renderPreOrPostSqls(this.keys.getPostSqlList(), this.keys.getTable());
-            if (!renderedPostSqls.isEmpty()) {
+            String username = options.getUsername();
+            String password = options.getPassword();
+            String jdbcUrl = options.getJdbcUrl();
+            LOG.info("userName :{},password:{},jdbcUrl:{}.", username,password,jdbcUrl);
+            List<String> renderedPostSqls = DorisUtil.renderPreOrPostSqls(options.getPostSqlList(), options.getTable());
+            if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
                 Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
-                LOG.info("prepare execute postSqls:[{}]. doris jdbc url为:{}.", String.join(";", renderedPostSqls), jdbcUrl);
-                this.executeSqls(conn, renderedPostSqls);
+                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPostSqls), jdbcUrl);
+                DorisUtil.executeSqls(conn, renderedPostSqls);
                 DBUtil.closeDBResources(null, null, conn);
             }
-
         }
 
         @Override
         public void destroy() {
         }
 
-        private List<String> renderPreOrPostSqls(final List<String> preOrPostSqls, final String tableName) {
-            if (null == preOrPostSqls) {
-                return Collections.emptyList();
+    }
+
+    public static class Task extends Writer.Task {
+        private DorisWriterManager writerManager;
+        private DorisWriterOptions options;
+        private DorisSerializer rowSerializer;
+
+        @Override
+        public void init() {
+            options = new DorisWriterOptions(super.getPluginJobConf());
+            if (options.isWildcardColumn()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, options.getJdbcUrl(), options.getUsername(), options.getPassword());
+                List<String> columns = DorisUtil.getDorisTableColumns(conn, options.getDatabase(), options.getTable());
+                options.setInfoCchemaColumns(columns);
             }
-            final List<String> renderedSqls = new ArrayList<>();
-            for (final String sql : preOrPostSqls) {
-                if (!Strings.isNullOrEmpty(sql)) {
-                    renderedSqls.add(sql.replace(Constant.TABLE_NAME_PLACEHOLDER, tableName));
-                }
-            }
-            return renderedSqls;
+            writerManager = new DorisWriterManager(options);
+            rowSerializer = DorisSerializerFactory.createSerializer(options);
         }
 
-        private void executeSqls(final Connection conn, final List<String> sqls) {
-            Statement stmt = null;
-            String currentSql = null;
+        @Override
+        public void prepare() {
+        }
+
+        public void startWrite(RecordReceiver recordReceiver) {
             try {
-                stmt = conn.createStatement();
-                for (String s : sqls) {
-                    final String sql = currentSql = s;
-                    DBUtil.executeSqlWithoutResultSet(stmt, sql);
+                Record record;
+                while ((record = recordReceiver.getFromReader()) != null) {
+                    if (record.getColumnNumber() != options.getColumns().size()) {
+                        throw DataXException
+                                .asDataXException(
+                                        DBUtilErrorCode.CONF_ERROR,
+                                        String.format(
+                                                "列配置信息有错误. 因为您配置的任务中，源头读取字段数:%s 与 目的表要写入的字段数:%s 不相等. 请检查您的配置并作出修改.",
+                                                record.getColumnNumber(),
+                                                options.getColumns().size()));
+                    }
+                    writerManager.writeRecord(rowSerializer.serialize(record));
                 }
             } catch (Exception e) {
-                throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
-            } finally {
-                DBUtil.closeDBResources(null, stmt, null);
+                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
             }
         }
 
-        private void preCheckPrePareSQL(final Key keys) {
-            final String table = keys.getTable();
-            final List<String> preSqls = keys.getPreSqlList();
-            final List<String> renderedPreSqls = renderPreOrPostSqls(preSqls, table);
-            if (!renderedPreSqls.isEmpty()) {
-                LOG.info("prepare check preSqls:[{}].", String.join(";", renderedPreSqls));
-                for (final String sql : renderedPreSqls) {
-                    try {
-                        DBUtil.sqlValid(sql, DataBaseType.MySql);
-                    } catch (ParserException e) {
-                        throw RdbmsException.asPreSQLParserException(DataBaseType.MySql, e, sql);
-                    }
-                }
+        @Override
+        public void post() {
+            try {
+                writerManager.close();
+            } catch (Exception e) {
+                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
             }
         }
 
-        private void preCheckPostSQL(final Key keys) {
-            final String table = keys.getTable();
-            final List<String> postSqls = keys.getPostSqlList();
-            final List<String> renderedPostSqls = renderPreOrPostSqls(postSqls, table);
-            if (!renderedPostSqls.isEmpty()) {
-                LOG.info("prepare check postSqls:[{}].", String.join(";", renderedPostSqls));
-                for (final String sql : renderedPostSqls) {
-                    try {
-                        DBUtil.sqlValid(sql, DataBaseType.MySql);
-                    } catch (ParserException e) {
-                        throw RdbmsException.asPostSQLParserException(DataBaseType.MySql, e, sql);
-                    }
-                }
-            }
-        }
+        @Override
+        public void destroy() {}
 
+        @Override
+        public boolean supportFailOver(){
+            return false;
+        }
     }
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
deleted file mode 100644
index ba5d6742..00000000
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterEmitter.java
+++ /dev/null
@@ -1,243 +0,0 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
-import com.alibaba.fastjson.JSON;
-import com.google.common.collect.Lists;
-import com.google.common.collect.Maps;
-import org.apache.commons.lang3.StringUtils;
-import org.apache.http.HttpEntity;
-import org.apache.http.HttpHeaders;
-import org.apache.http.HttpRequest;
-import org.apache.http.HttpResponse;
-import org.apache.http.HttpStatus;
-import org.apache.http.ProtocolException;
-import org.apache.http.client.config.RequestConfig;
-import org.apache.http.client.methods.CloseableHttpResponse;
-import org.apache.http.client.methods.HttpGet;
-import org.apache.http.client.methods.HttpHead;
-import org.apache.http.client.methods.HttpPut;
-import org.apache.http.client.methods.HttpUriRequest;
-import org.apache.http.client.methods.RequestBuilder;
-import org.apache.http.entity.ByteArrayEntity;
-import org.apache.http.impl.client.CloseableHttpClient;
-import org.apache.http.impl.client.DefaultRedirectStrategy;
-import org.apache.http.impl.client.HttpClientBuilder;
-import org.apache.http.impl.client.HttpClients;
-import org.apache.http.protocol.HttpContext;
-import org.apache.http.util.EntityUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.io.IOException;
-import java.net.URI;
-import java.util.Base64;
-import java.util.List;
-import java.util.Map;
-import java.util.stream.Collectors;
-import java.net.URLEncoder;
-
-// Used to load batch of rows to Doris using stream load
-public class DorisWriterEmitter {
-    private static final Logger LOG = LoggerFactory.getLogger(DorisWriterEmitter.class);
-    private final Key keys;
-    private int hostPos = 0;
-    private List<String> targetHosts = Lists.newArrayList();
-
-    private RequestConfig requestConfig;
-
-    public DorisWriterEmitter(final Key keys) {
-        this.keys = keys;
-        initHostList();
-        initRequestConfig();
-    }
-
-    private void initRequestConfig() {
-        requestConfig = RequestConfig.custom().setConnectTimeout(this.keys.getConnectTimeout()).build();
-    }
-
-    // get target host from config
-    private void initHostList() {
-        List<String> hosts = this.keys.getBeLoadUrlList();
-        if (hosts == null || hosts.isEmpty()) {
-            hosts = this.keys.getFeLoadUrlList();
-        }
-        if (hosts == null || hosts.isEmpty()) {
-            DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
-                    "Either beLoadUrl or feLoadUrl must be set");
-        }
-        for (String beHost : hosts) {
-            targetHosts.add("http://" + beHost);
-        }
-    }
-
-    public void emit(final DorisFlushBatch flushData) {
-        String host = this.getAvailableHost();
-        for (int i = 0; i <= this.keys.getMaxRetries(); i++) {
-            try {
-                doStreamLoad(flushData, host);
-                return;
-            } catch (DataXException ex) {
-                if (i >= this.keys.getMaxRetries()) {
-                    throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, ex);
-                }
-                LOG.error("StreamLoad error, switch host {} and retry: ", host, ex);
-                host = this.getAvailableHost();
-            }
-        }
-    }
-
-    /**
-     * execute doris stream load
-     */
-    private void doStreamLoad(final DorisFlushBatch flushData, String host) {
-        long start = System.currentTimeMillis();
-        if (StringUtils.isEmpty(host)) {
-            throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, "None of the load url can be connected.");
-        }
-        String loadUrl = host + "/api/" + this.keys.getDatabase() + "/" + this.keys.getTable() + "/_stream_load";
-        // do http put request and get response
-        final Map<String, Object> loadResult;
-        try {
-            loadResult = this.doHttpPut(loadUrl, flushData);
-        } catch (IOException e) {
-            throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
-        }
-
-        long cost = System.currentTimeMillis() - start;
-        LOG.info("StreamLoad response: " + JSON.toJSONString(loadResult) + ", cost(ms): " + cost);
-        final String keyStatus = "Status";
-        if (null == loadResult || !loadResult.containsKey(keyStatus)) {
-            throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, "Unable to flush data to doris: unknown result status.");
-        }
-        if (loadResult.get(keyStatus).equals("Fail")) {
-            throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, "Failed to flush data to doris.\n" + JSON.toJSONString(loadResult));
-        }
-    }
-
-    /**
-     * loop to get target host
-     *
-     * @return
-     */
-    private String getAvailableHost() {
-        if (this.hostPos >= targetHosts.size()) {
-            this.hostPos = 0;
-        }
-
-        while (this.hostPos < targetHosts.size()) {
-            final String host = targetHosts.get(hostPos);
-            ++this.hostPos;
-            return host;
-        }
-
-        return null;
-    }
-
-    private Map<String, Object> doHttpPut(final String loadUrl, final DorisFlushBatch flushBatch) throws IOException {
-        LOG.info(String.format("Executing stream load to: '%s', size: %s, rows: %d",
-                loadUrl, flushBatch.getSize(), flushBatch.getRows()));
-
-        final HttpClientBuilder httpClientBuilder = HttpClients.custom().setRedirectStrategy(new DefaultRedirectStrategy() {
-            @Override
-            protected boolean isRedirectable(final String method) {
-                return true;
-            }
-
-            @Override
-            public HttpUriRequest getRedirect(HttpRequest request, HttpResponse response, HttpContext context) throws ProtocolException {
-                URI uri = this.getLocationURI(request, response, context);
-                String method = request.getRequestLine().getMethod();
-                if (method.equalsIgnoreCase("HEAD")) {
-                    return new HttpHead(uri);
-                } else if (method.equalsIgnoreCase("GET")) {
-                    return new HttpGet(uri);
-                } else {
-                    int status = response.getStatusLine().getStatusCode();
-                    return (HttpUriRequest) (status == 307 ? RequestBuilder.copy(request).setUri(uri).build() : new HttpGet(uri));
-                }
-            }
-        });
-
-        try (final CloseableHttpClient httpclient = httpClientBuilder.build()) {
-            final HttpPut httpPut = new HttpPut(loadUrl);
-            final List<String> cols = this.keys.getColumns();
-            if (null != cols && !cols.isEmpty()) {
-                httpPut.setHeader("columns", String.join(",", cols.stream().map(item -> String.format("`%s`", item.trim().replace("`", ""))).collect(Collectors.toList())));
-            }
-
-            //set default header
-            setDefaultHeader(httpPut);
-            // put custom loadProps to http header
-            final Map<String, Object> loadProps = this.keys.getLoadProps();
-            if (null != loadProps) {
-                for (final Map.Entry<String, Object> entry : loadProps.entrySet()) {
-                    httpPut.setHeader(entry.getKey(), String.valueOf(entry.getValue()));
-                }
-            }
-
-            // set other required headers
-            httpPut.setHeader(HttpHeaders.EXPECT, "100-continue");
-            httpPut.setHeader(HttpHeaders.AUTHORIZATION, this.getBasicAuthHeader(this.keys.getUsername(), this.keys.getPassword()));
-            httpPut.setHeader("label", flushBatch.getLabel());
-
-            // Use ByteArrayEntity instead of StringEntity to handle Chinese correctly
-            httpPut.setEntity(new ByteArrayEntity(flushBatch.getData().getBytes()));
-            httpPut.setConfig(requestConfig);
-
-            try (final CloseableHttpResponse resp = httpclient.execute(httpPut)) {
-                final int code = resp.getStatusLine().getStatusCode();
-                if (HttpStatus.SC_OK != code) {
-                    LOG.warn("Request failed with code:{}", code);
-                    return null;
-                }
-                final HttpEntity respEntity = resp.getEntity();
-                if (null == respEntity) {
-                    LOG.warn("Request failed with empty response.");
-                    return null;
-                }
-                return (Map<String, Object>) JSON.parse(EntityUtils.toString(respEntity));
-            }
-        }
-    }
-
-    /**
-     * Set default request headers in json and csv formats.
-     * csv default delimiters are \x01 and \x02
-     */
-    private void setDefaultHeader(HttpPut httpPut) {
-        if (Key.DEFAULT_FORMAT_CSV.equalsIgnoreCase(this.keys.getFormat())) {
-            httpPut.setHeader("line_delimiter", this.keys.getLineDelimiter());
-            httpPut.setHeader("column_separator", this.keys.getColumnSeparator());
-        } else {
-            httpPut.setHeader("format", "json");
-            httpPut.setHeader("strip_outer_array", "true");
-            httpPut.setHeader("fuzzy_parse", "true");
-        }
-    }
-
-    private String getBasicAuthHeader(final String username, final String password) {
-        final String auth = username + ":" + password;
-        final byte[] encodedAuth = Base64.getEncoder().encode(auth.getBytes());
-        return "Basic " + new String(encodedAuth);
-    }
-
-}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterManager.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterManager.java
new file mode 100644
index 00000000..df034076
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterManager.java
@@ -0,0 +1,192 @@
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.google.common.base.Strings;
+import org.apache.commons.lang3.concurrent.BasicThreadFactory;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.Executors;
+import java.util.concurrent.LinkedBlockingDeque;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.ScheduledFuture;
+import java.util.concurrent.TimeUnit;
+
+public class DorisWriterManager {
+
+    private static final Logger LOG = LoggerFactory.getLogger(DorisWriterManager.class);
+
+    private final DorisStreamLoadVisitor visitor;
+    private final DorisWriterOptions options;
+    private final List<byte[]> buffer = new ArrayList<> ();
+    private int batchCount = 0;
+    private long batchSize = 0;
+    private volatile boolean closed = false;
+    private volatile Exception flushException;
+    private final LinkedBlockingDeque<DorisWriterTuple> flushQueue;
+    private ScheduledExecutorService scheduler;
+    private ScheduledFuture<?> scheduledFuture;
+
+    public DorisWriterManager(DorisWriterOptions options) {
+        this.options = options;
+        this.visitor = new DorisStreamLoadVisitor(options);
+        flushQueue = new LinkedBlockingDeque<>(options.getFlushQueueLength());
+        this.startScheduler();
+        this.startAsyncFlushing();
+    }
+
+    public void startScheduler() {
+        stopScheduler();
+        this.scheduler = Executors.newScheduledThreadPool(1, new BasicThreadFactory.Builder().namingPattern("Doris-interval-flush").daemon(true).build());
+        this.scheduledFuture = this.scheduler.schedule(() -> {
+            synchronized (DorisWriterManager.this) {
+                if (!closed) {
+                    try {
+                        String label = createBatchLabel();
+                        LOG.info(String.format("Doris interval Sinking triggered: label[%s].", label));
+                        if (batchCount == 0) {
+                            startScheduler();
+                        }
+                        flush(label, false);
+                    } catch (Exception e) {
+                        flushException = e;
+                    }
+                }
+            }
+        }, options.getFlushInterval(), TimeUnit.MILLISECONDS);
+    }
+
+    public void stopScheduler() {
+        if (this.scheduledFuture != null) {
+            scheduledFuture.cancel(false);
+            this.scheduler.shutdown();
+        }
+    }
+
+    public final synchronized void writeRecord(String record) throws IOException {
+        checkFlushException();
+        try {
+            byte[] bts = record.getBytes(StandardCharsets.UTF_8);
+            buffer.add(bts);
+            batchCount++;
+            batchSize += bts.length;
+            if (batchCount >= options.getBatchRows() || batchSize >= options.getBatchSize()) {
+                String label = createBatchLabel();
+                LOG.debug(String.format("Doris buffer Sinking triggered: rows[%d] label[%s].", batchCount, label));
+                flush(label, false);
+            }
+        } catch (Exception e) {
+            throw new IOException("Writing records to Doris failed.", e);
+        }
+    }
+
+    public synchronized void flush(String label, boolean waitUtilDone) throws Exception {
+        checkFlushException();
+        if (batchCount == 0) {
+            if (waitUtilDone) {
+                waitAsyncFlushingDone();
+            }
+            return;
+        }
+        flushQueue.put(new DorisWriterTuple(label, batchSize,  new ArrayList<>(buffer)));
+        if (waitUtilDone) {
+            // wait the last flush
+            waitAsyncFlushingDone();
+        }
+        buffer.clear();
+        batchCount = 0;
+        batchSize = 0;
+    }
+
+    public synchronized void close() {
+        if (!closed) {
+            closed = true;
+            try {
+                String label = createBatchLabel();
+                if (batchCount > 0) LOG.debug(String.format("Doris Sink is about to close: label[%s].", label));
+                flush(label, true);
+            } catch (Exception e) {
+                throw new RuntimeException("Writing records to Doris failed.", e);
+            }
+        }
+        checkFlushException();
+    }
+
+    public String createBatchLabel() {
+        StringBuilder sb = new StringBuilder();
+        if (! Strings.isNullOrEmpty(options.getLabelPrefix())) {
+            sb.append(options.getLabelPrefix());
+        }
+        return sb.append(UUID.randomUUID().toString())
+                .toString();
+    }
+
+    private void startAsyncFlushing() {
+        // start flush thread
+        Thread flushThread = new Thread(new Runnable(){
+            public void run() {
+                while(true) {
+                    try {
+                        asyncFlush();
+                    } catch (Exception e) {
+                        flushException = e;
+                    }
+                }
+            }
+        });
+        flushThread.setDaemon(true);
+        flushThread.start();
+    }
+
+    private void waitAsyncFlushingDone() throws InterruptedException {
+        // wait previous flushings
+        for (int i = 0; i <= options.getFlushQueueLength(); i++) {
+            flushQueue.put(new DorisWriterTuple("", 0l, null));
+        }
+        checkFlushException();
+    }
+
+    private void asyncFlush() throws Exception {
+        DorisWriterTuple flushData = flushQueue.take();
+        if (Strings.isNullOrEmpty(flushData.getLabel())) {
+            return;
+        }
+        stopScheduler();
+        LOG.debug(String.format("Async stream load: rows[%d] bytes[%d] label[%s].", flushData.getRows().size(), flushData.getBytes(), flushData.getLabel()));
+        for (int i = 0; i <= options.getMaxRetries(); i++) {
+            try {
+                // flush to Doris with stream load
+                visitor.streamLoad(flushData);
+                LOG.info(String.format("Async stream load finished: label[%s].", flushData.getLabel()));
+                startScheduler();
+                break;
+            } catch (Exception e) {
+                LOG.warn("Failed to flush batch data to Doris, retry times = {}", i, e);
+                if (i >= options.getMaxRetries()) {
+                    throw new IOException(e);
+                }
+                if (e instanceof DorisStreamLoadExcetion && ((DorisStreamLoadExcetion)e).needReCreateLabel()) {
+                    String newLabel = createBatchLabel();
+                    LOG.warn(String.format("Batch label changed from [%s] to [%s]", flushData.getLabel(), newLabel));
+                    flushData.setLabel(newLabel);
+                }
+                try {
+                    Thread.sleep(1000l * Math.min(i + 1, 10));
+                } catch (InterruptedException ex) {
+                    Thread.currentThread().interrupt();
+                    throw new IOException("Unable to flush, interrupted while doing another attempt", e);
+                }
+            }
+        }
+    }
+
+    private void checkFlushException() {
+        if (flushException != null) {
+            throw new RuntimeException("Writing records to Doris failed.", flushException);
+        }
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterOptions.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterOptions.java
new file mode 100644
index 00000000..b4395d2e
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterOptions.java
@@ -0,0 +1,174 @@
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+
+import java.io.Serializable;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+public class DorisWriterOptions implements Serializable {
+
+    private static final long serialVersionUID = 1l;
+    private static final long KILO_BYTES_SCALE = 1024l;
+    private static final long MEGA_BYTES_SCALE = KILO_BYTES_SCALE * KILO_BYTES_SCALE;
+    private static final int MAX_RETRIES = 3;
+    private static final int BATCH_ROWS = 500000;
+    private static final long BATCH_BYTES = 90 * MEGA_BYTES_SCALE;
+    private static final long FLUSH_INTERVAL = 300000;
+
+    private static final String KEY_LOAD_PROPS_FORMAT = "format";
+    public enum StreamLoadFormat {
+        CSV, JSON;
+    }
+
+    private static final String KEY_USERNAME = "username";
+    private static final String KEY_PASSWORD = "password";
+    private static final String KEY_DATABASE = "connection[0].database";
+    private static final String KEY_TABLE = "connection[0].table[0]";
+    private static final String KEY_COLUMN = "column";
+    private static final String KEY_PRE_SQL = "preSql";
+    private static final String KEY_POST_SQL = "postSql";
+    private static final String KEY_JDBC_URL = "connection[0].jdbcUrl";
+    private static final String KEY_LABEL_PREFIX = "labelPrefix";
+    private static final String KEY_MAX_BATCH_ROWS = "maxBatchRows";
+    private static final String KEY_MAX_BATCH_SIZE = "maxBatchSize";
+    private static final String KEY_FLUSH_INTERVAL = "flushInterval";
+    private static final String KEY_LOAD_URL = "loadUrl";
+    private static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength";
+    private static final String KEY_LOAD_PROPS = "loadProps";
+
+    private final Configuration options;
+    private List<String> infoCchemaColumns;
+    private List<String> userSetColumns;
+    private boolean isWildcardColumn;
+
+    public DorisWriterOptions(Configuration options) {
+        this.options = options;
+        this.userSetColumns = options.getList(KEY_COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
+        if (1 == options.getList(KEY_COLUMN, String.class).size() && "*".trim().equals(options.getList(KEY_COLUMN, String.class).get(0))) {
+            this.isWildcardColumn = true;
+        }
+    }
+
+    public void doPretreatment() {
+        validateRequired();
+        validateStreamLoadUrl();
+    }
+
+    public String getJdbcUrl() {
+        return options.getString(KEY_JDBC_URL);
+    }
+
+    public String getDatabase() {
+        return options.getString(KEY_DATABASE);
+    }
+
+    public String getTable() {
+        return options.getString(KEY_TABLE);
+    }
+
+    public String getUsername() {
+        return options.getString(KEY_USERNAME);
+    }
+
+    public String getPassword() {
+        return options.getString(KEY_PASSWORD);
+    }
+
+    public String getLabelPrefix() {
+        return options.getString(KEY_LABEL_PREFIX);
+    }
+
+    public List<String> getLoadUrlList() {
+        return options.getList(KEY_LOAD_URL, String.class);
+    }
+
+    public List<String> getColumns() {
+        if (isWildcardColumn) {
+            return this.infoCchemaColumns;
+        }
+        return this.userSetColumns;
+    }
+
+    public boolean isWildcardColumn() {
+        return this.isWildcardColumn;
+    }
+
+    public void setInfoCchemaColumns(List<String> cols) {
+        this.infoCchemaColumns = cols;
+    }
+
+    public List<String> getPreSqlList() {
+        return options.getList(KEY_PRE_SQL, String.class);
+    }
+
+    public List<String> getPostSqlList() {
+        return options.getList(KEY_POST_SQL, String.class);
+    }
+
+    public Map<String, Object> getLoadProps() {
+        return options.getMap(KEY_LOAD_PROPS);
+    }
+
+    public int getMaxRetries() {
+        return MAX_RETRIES;
+    }
+
+    public int getBatchRows() {
+        Integer rows = options.getInt(KEY_MAX_BATCH_ROWS);
+        return null == rows ? BATCH_ROWS : rows;
+    }
+
+    public long getBatchSize() {
+        Long size = options.getLong(KEY_MAX_BATCH_SIZE);
+        return null == size ? BATCH_BYTES : size;
+    }
+
+    public long getFlushInterval() {
+        Long interval = options.getLong(KEY_FLUSH_INTERVAL);
+        return null == interval ? FLUSH_INTERVAL : interval;
+    }
+
+    public int getFlushQueueLength() {
+        Integer len = options.getInt(KEY_FLUSH_QUEUE_LENGTH);
+        return null == len ? 1 : len;
+    }
+
+    public StreamLoadFormat getStreamLoadFormat() {
+        Map<String, Object> loadProps = getLoadProps();
+        if (null == loadProps) {
+            return StreamLoadFormat.CSV;
+        }
+        if (loadProps.containsKey(KEY_LOAD_PROPS_FORMAT)
+                && StreamLoadFormat.JSON.name().equalsIgnoreCase(String.valueOf(loadProps.get(KEY_LOAD_PROPS_FORMAT)))) {
+            return StreamLoadFormat.JSON;
+        }
+        return StreamLoadFormat.CSV;
+    }
+
+    private void validateStreamLoadUrl() {
+        List<String> urlList = getLoadUrlList();
+        for (String host : urlList) {
+            if (host.split(":").length < 2) {
+                throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+                        "loadUrl的格式不正确，请输入 `fe_ip:fe_http_ip;fe_ip:fe_http_ip`。");
+            }
+        }
+    }
+
+    private void validateRequired() {
+        final String[] requiredOptionKeys = new String[]{
+                KEY_USERNAME,
+                KEY_DATABASE,
+                KEY_TABLE,
+                KEY_COLUMN,
+                KEY_LOAD_URL
+        };
+        for (String optionKey : requiredOptionKeys) {
+            options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE);
+        }
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterTuple.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterTuple.java
new file mode 100644
index 00000000..0bc52daf
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterTuple.java
@@ -0,0 +1,20 @@
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import java.util.List;
+
+public class DorisWriterTuple {
+    private String label;
+    private Long bytes;
+    private List<byte[]> rows;
+
+    public DorisWriterTuple(String label,Long bytes,List<byte[]> rows){
+        this.label = label;
+        this.rows = rows;
+        this.bytes = bytes;
+    }
+
+    public String getLabel() { return label; }
+    public void setLabel(String label) { this.label = label; }
+    public Long getBytes() { return bytes; }
+    public List<byte[]> getRows() { return rows; }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/EscapeHandler.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/EscapeHandler.java
deleted file mode 100644
index 91b0fbdb..00000000
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/EscapeHandler.java
+++ /dev/null
@@ -1,42 +0,0 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import java.util.regex.Matcher;
-import java.util.regex.Pattern;
-
-/**
- * Handler for escape in properties.
- */
-public class EscapeHandler {
-    public static final String ESCAPE_DELIMITERS_FLAGS = "\\x";
-    public static final Pattern ESCAPE_PATTERN = Pattern.compile("\\\\x([0-9|a-f|A-F]{2})");
-
-    public static String escapeString(String source) {
-        if (source.startsWith(ESCAPE_DELIMITERS_FLAGS)) {
-            Matcher m = ESCAPE_PATTERN.matcher(source);
-            StringBuffer buf = new StringBuffer();
-            while (m.find()) {
-                m.appendReplacement(buf, String.format("%s", (char) Integer.parseInt(m.group(1), 16)));
-            }
-            m.appendTail(buf);
-            return buf.toString();
-        }
-        return source;
-    }
-}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
deleted file mode 100644
index a70f6650..00000000
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Key.java
+++ /dev/null
@@ -1,188 +0,0 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
-import com.google.common.base.Strings;
-
-import java.io.Serializable;
-import java.util.Arrays;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-public class Key implements Serializable {
-    public static final String FE_LOAD_URL = "loadUrl";
-    public static final String BE_LOAD_URL = "beLoadUrl";
-    public static final String JDBC_URL = "connection[0].jdbcUrl";
-
-    public static final String DATABASE = "connection[0].selectedDatabase";
-    public static final String TABLE = "connection[0].table[0]";
-    public static final String COLUMN = "column";
-
-    public static final String USERNAME = "username";
-    public static final String PASSWORD = "password";
-
-    public static final String PRE_SQL = "preSql";
-    public static final String POST_SQL = "postSql";
-
-    public static final String LOAD_PROPS = "loadProps";
-    public static final String LOAD_PROPS_LINE_DELIMITER = "line_delimiter";
-    public static final String LOAD_PROPS_COLUMN_SEPARATOR = "column_separator";
-
-    public static final String MAX_BATCH_ROWS = "maxBatchRows";
-    public static final String BATCH_BYTE_SIZE = "maxBatchSize";
-    public static final String MAX_RETRIES = "maxRetries";
-    public static final String LABEL_PREFIX = "labelPrefix";
-    public static final String FORMAT = "format";
-    public static final String CONNECT_TIMEOUT = "connectTimeout";
-    private final Configuration options;
-
-    private static final long DEFAULT_MAX_BATCH_ROWS = 500000;
-
-    private static final long DEFAULT_BATCH_BYTE_SIZE = 90 * 1024 * 1024;
-    private static final int DEFAULT_MAX_RETRIES = 0;
-
-    private static final String DEFAULT_LABEL_PREFIX = "datax_doris_writer_";
-    private static final String DEFAULT_COLUMN_SEPARATOR = "\\x01";
-    private static final String DEFAULT_LINE_DELIMITER = "\\x02";
-    public static final String DEFAULT_FORMAT_CSV = "csv";
-    private static final String DEFAULT_TIME_ZONE = "+08:00";
-    private static final int DEFAULT_CONNECT_TIMEOUT = -1;
-
-    public Key(final Configuration options) {
-        this.options = options;
-    }
-
-    public void doPretreatment() {
-        this.validateRequired();
-        this.validateStreamLoadUrl();
-        this.validateFormat();
-    }
-
-    public String getJdbcUrl() {
-        return this.options.getString(JDBC_URL);
-    }
-
-    public String getDatabase() {
-        return this.options.getString(DATABASE);
-    }
-
-    public String getTable() {
-        return this.options.getString(TABLE);
-    }
-
-    public String getUsername() {
-        return this.options.getString(USERNAME);
-    }
-
-    public String getPassword() {
-        return Strings.nullToEmpty(this.options.getString(PASSWORD));
-    }
-
-    public List<String> getBeLoadUrlList() {
-        return this.options.getList(BE_LOAD_URL, String.class);
-    }
-
-    public List<String> getFeLoadUrlList() {
-        return this.options.getList(FE_LOAD_URL, String.class);
-    }
-
-    public List<String> getColumns() {
-        return this.options.getList(COLUMN, String.class);
-    }
-
-    public List<String> getPreSqlList() {
-        return this.options.getList(PRE_SQL, String.class);
-    }
-
-    public List<String> getPostSqlList() {
-        return this.options.getList(POST_SQL, String.class);
-    }
-
-    public Map<String, Object> getLoadProps() {
-        return this.options.getMap(LOAD_PROPS, new HashMap<>());
-    }
-
-    public long getBatchRows() {
-        return this.options.getLong(MAX_BATCH_ROWS, DEFAULT_MAX_BATCH_ROWS);
-    }
-
-    public long getBatchByteSize() {
-        return this.options.getLong(BATCH_BYTE_SIZE, DEFAULT_BATCH_BYTE_SIZE);
-    }
-
-    public int getMaxRetries() {
-        return this.options.getInt(MAX_RETRIES, DEFAULT_MAX_RETRIES);
-    }
-
-    public String getLabelPrefix() {
-        return this.options.getString(LABEL_PREFIX, DEFAULT_LABEL_PREFIX);
-    }
-
-    public String getLineDelimiter() {
-        return getLoadProps().getOrDefault(LOAD_PROPS_LINE_DELIMITER, DEFAULT_LINE_DELIMITER).toString();
-    }
-
-    public String getFormat() {
-        return this.options.getString(FORMAT, DEFAULT_FORMAT_CSV);
-    }
-
-    public String getColumnSeparator() {
-        return getLoadProps().getOrDefault(LOAD_PROPS_COLUMN_SEPARATOR, DEFAULT_COLUMN_SEPARATOR).toString();
-    }
-
-    public int getConnectTimeout() {
-        return this.options.getInt(CONNECT_TIMEOUT, DEFAULT_CONNECT_TIMEOUT);
-    }
-
-
-    private void validateStreamLoadUrl() {
-        List<String> urlList = this.getBeLoadUrlList();
-        if (urlList == null) {
-            urlList = this.getFeLoadUrlList();
-        }
-        if (urlList == null || urlList.isEmpty()) {
-            throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR, "Either beLoadUrl or feLoadUrl must be set");
-        }
-
-        for (final String host : urlList) {
-            if (host.split(":").length < 2) {
-                throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
-                        "Invalid load url format. IF use FE hosts, should be like: fe_host:fe_http_port."
-                                + " If use BE hosts, should be like: be_host:be_webserver_port");
-            }
-        }
-    }
-
-    private void validateFormat() {
-        String format = this.getFormat();
-        if (!Arrays.asList("csv", "json").contains(format.toLowerCase())) {
-            throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR, "format only supports csv or json");
-        }
-    }
-
-    private void validateRequired() {
-        final String[] requiredOptionKeys = new String[]{JDBC_URL, USERNAME, DATABASE, TABLE, COLUMN};
-        for (final String optionKey : requiredOptionKeys) {
-            this.options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE);
-        }
-    }
-}

From fc4c162cffc1de23d03621dde1655a3fcbdf1015 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Mon, 10 Oct 2022 10:51:53 +0800
Subject: [PATCH 203/251] Refactoring the doriswriter write plugin

Refactoring the doriswriter write plugin
---
 doriswriter/doc/doriswriter.md                |  43 ++---
 ...imiterParser.java => DelimiterParser.java} |   2 +-
 ...aseSerializer.java => DorisBaseCodec.java} |   4 +-
 .../{DorisSerializer.java => DorisCodec.java} |   4 +-
 .../writer/doriswriter/DorisCodecFactory.java |  19 ++
 ...sCsvSerializer.java => DorisCsvCodec.java} |  11 +-
 ...sonSerializer.java => DorisJsonCodec.java} |   8 +-
 .../doriswriter/DorisSerializerFactory.java   |  19 --
 ...itor.java => DorisStreamLoadObserver.java} |  50 ++---
 .../plugin/writer/doriswriter/DorisUtil.java  |   4 +-
 .../writer/doriswriter/DorisWriter.java       |  29 ++-
 ...Excetion.java => DorisWriterExcetion.java} |   6 +-
 .../doriswriter/DorisWriterManager.java       |  18 +-
 .../doriswriter/DorisWriterOptions.java       | 174 -----------------
 .../datax/plugin/writer/doriswriter/Keys.java | 177 ++++++++++++++++++
 ...DorisWriterTuple.java => WriterTuple.java} |   4 +-
 16 files changed, 283 insertions(+), 289 deletions(-)
 rename doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/{DorisDelimiterParser.java => DelimiterParser.java} (98%)
 rename doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/{DorisBaseSerializer.java => DorisBaseCodec.java} (88%)
 rename doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/{DorisSerializer.java => DorisCodec.java} (59%)
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodecFactory.java
 rename doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/{DorisCsvSerializer.java => DorisCsvCodec.java} (63%)
 rename doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/{DorisJsonSerializer.java => DorisJsonCodec.java} (72%)
 delete mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java
 rename doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/{DorisStreamLoadVisitor.java => DorisStreamLoadObserver.java} (81%)
 rename doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/{DorisStreamLoadExcetion.java => DorisWriterExcetion.java} (68%)
 delete mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterOptions.java
 create mode 100644 doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Keys.java
 rename doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/{DorisWriterTuple.java => WriterTuple.java} (81%)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 9f8f510c..1f0dff62 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -43,6 +43,7 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
                         "password": "xxxxxx",
                         "postSql": ["select count(1) from all_employees_info"],
                         "preSql": [],
+                        "flushInterval":30000,
                         "connection": [
                           {
                             "jdbcUrl": "jdbc:mysql://172.16.0.13:9030/demo",
@@ -77,7 +78,7 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
 
 * **loadUrl**
 
-  - 描述：和 **beLoadUrl** 二选一。作为 Stream Load 的连接目标。格式为 "ip:port"。其中 IP 是 FE 节点 IP，port 是 FE 节点的 http_port。可以填写多个，doriswriter 将以轮询的方式访问。
+  - 描述：作为 Stream Load 的连接目标。格式为 "ip:port"。其中 IP 是 FE 节点 IP，port 是 FE 节点的 http_port。可以填写多个，多个之间使用英文状态的分号隔开:`;`，doriswriter 将以轮询的方式访问。
   - 必选：是
   - 默认值：无
 
@@ -88,23 +89,21 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
     - 默认值：无
     
 * **password**
-    
+  
     - 描述：访问Doris数据库的密码
     - 必选：否
     - 默认值：空
 
-* **database**
-
+* **connection.selectedDatabase**
     - 描述：需要写入的Doris数据库名称。
     - 必选：是
     - 默认值：无
     
-* **table**
-    
-    - 描述：需要写入的Doris表名称。
+* **connection.table**
+  - 描述：需要写入的Doris表名称。
     - 必选：是
     - 默认值：无
-
+    
 * **column**
 
     - 描述：目的表**需要写入数据**的字段，这些字段将作为生成的 Json 数据的字段名。字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。
@@ -144,32 +143,26 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
 
 * **labelPrefix**
 
-  - 描述：每批次导入任务的 label 前缀。最终的 label 将有 `labelPrefix + UUID + 序号` 组成
+  - 描述：每批次导入任务的 label 前缀。最终的 label 将有 `labelPrefix + UUID` 组成全局唯一的 label，确保数据不会重复导入
   - 必选：否
   - 默认值：`datax_doris_writer_`
 
-* **format**
-
-  - 描述：StreamLoad数据的组装格式，支持csv和json格式。csv默认的行分隔符是\x01,列分隔符是\x02。
-  - 必选：否
-  - 默认值：csv
-  
 * **loadProps**
 
-  - 描述：StreamLoad 的请求参数，详情参照StreamLoad介绍页面。
+  - 描述：StreamLoad 的请求参数，详情参照StreamLoad介绍页面。[Stream load - Apache Doris](https://doris.apache.org/zh-CN/docs/data-operate/import/import-way/stream-load-manual)
+
+    这里包括导入的数据格式：format等，导入数据格式默认我们使用csv，支持JSON，具体可以参照下面类型转换部分，也可以参照上面Stream load 官方信息
+
   - 必选：否
+
   - 默认值：无
 
-* **connectTimeout**
-
-  - 描述：StreamLoad单次请求的超时时间, 单位毫秒(ms)。
-  - 必选：否
-  - 默认值：-1
-
 ### 类型转换
 
 默认传入的数据均会被转为字符串，并以`\t`作为列分隔符，`\n`作为行分隔符，组成`csv`文件进行StreamLoad导入操作。
-如需更改列分隔符， 则正确配置 `loadProps` 即可：
+
+默认是csv格式导入，如需更改列分隔符， 则正确配置 `loadProps` 即可：
+
 ```json
 "loadProps": {
     "column_separator": "\\x01",
@@ -183,4 +176,6 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
     "format": "json",
     "strip_outer_array": true
 }
-```
\ No newline at end of file
+```
+
+更多信息请参照 Doris 官网：[Stream load - Apache Doris](https://doris.apache.org/zh-CN/docs/data-operate/import/import-way/stream-load-manual)
\ No newline at end of file
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DelimiterParser.java
similarity index 98%
rename from doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java
rename to doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DelimiterParser.java
index 5c92af9f..e84bd7dd 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisDelimiterParser.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DelimiterParser.java
@@ -4,7 +4,7 @@ import com.google.common.base.Strings;
 
 import java.io.StringWriter;
 
-public class DorisDelimiterParser {
+public class DelimiterParser {
 
     private static final String HEX_STRING = "0123456789ABCDEF";
 
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseCodec.java
similarity index 88%
rename from doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java
rename to doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseCodec.java
index c9aacc6e..ee7ded56 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseSerializer.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisBaseCodec.java
@@ -2,8 +2,8 @@ package com.alibaba.datax.plugin.writer.doriswriter;
 
 import com.alibaba.datax.common.element.Column;
 
-public class DorisBaseSerializer {
-    protected String fieldConvertion( Column col) {
+public class DorisBaseCodec {
+    protected String convertionField( Column col) {
         if (null == col.getRawData() || Column.Type.NULL == col.getType()) {
             return null;
         }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
similarity index 59%
rename from doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java
rename to doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
index 58759ecf..a2437a1c 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializer.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodec.java
@@ -4,7 +4,7 @@ import com.alibaba.datax.common.element.Record;
 
 import java.io.Serializable;
 
-public interface DorisSerializer extends Serializable {
+public interface DorisCodec extends Serializable {
 
-    String serialize( Record row);
+    String codec( Record row);
 }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodecFactory.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodecFactory.java
new file mode 100644
index 00000000..22c4b409
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCodecFactory.java
@@ -0,0 +1,19 @@
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import java.util.Map;
+
+public class DorisCodecFactory {
+    public DorisCodecFactory (){
+
+    }
+    public static DorisCodec createCodec( Keys writerOptions) {
+        if ( Keys.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
+            Map<String, Object> props = writerOptions.getLoadProps();
+            return new DorisCsvCodec (null == props || !props.containsKey("column_separator") ? null : String.valueOf(props.get("column_separator")));
+        }
+        if ( Keys.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
+            return new DorisJsonCodec (writerOptions.getColumns());
+        }
+        throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties.");
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
similarity index 63%
rename from doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java
rename to doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
index 93c477d8..518aa304 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvSerializer.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisCsvCodec.java
@@ -2,20 +2,21 @@ package com.alibaba.datax.plugin.writer.doriswriter;
 
 import com.alibaba.datax.common.element.Record;
 
-public class DorisCsvSerializer extends DorisBaseSerializer implements DorisSerializer{
+public class DorisCsvCodec extends DorisBaseCodec implements DorisCodec {
+
     private static final long serialVersionUID = 1L;
 
     private final String columnSeparator;
 
-    public DorisCsvSerializer(String sp) {
-        this.columnSeparator = DorisDelimiterParser.parse(sp, "\t");
+    public DorisCsvCodec ( String sp) {
+        this.columnSeparator = DelimiterParser.parse(sp, "\t");
     }
 
     @Override
-    public String serialize( Record row) {
+    public String codec( Record row) {
         StringBuilder sb = new StringBuilder();
         for (int i = 0; i < row.getColumnNumber(); i++) {
-            String value = fieldConvertion(row.getColumn(i));
+            String value = convertionField(row.getColumn(i));
             sb.append(null == value ? "\\N" : value);
             if (i < row.getColumnNumber() - 1) {
                 sb.append(columnSeparator);
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
similarity index 72%
rename from doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java
rename to doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
index 315e472c..e6c05733 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonSerializer.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
@@ -7,25 +7,25 @@ import java.util.HashMap;
 import java.util.List;
 import java.util.Map;
 
-public class DorisJsonSerializer extends DorisBaseSerializer implements DorisSerializer{
+public class DorisJsonCodec extends DorisBaseCodec implements DorisCodec {
 
     private static final long serialVersionUID = 1L;
 
     private final List<String> fieldNames;
 
-    public DorisJsonSerializer( List<String> fieldNames) {
+    public DorisJsonCodec ( List<String> fieldNames) {
         this.fieldNames = fieldNames;
     }
 
     @Override
-    public String serialize( Record row) {
+    public String codec( Record row) {
         if (null == fieldNames) {
             return "";
         }
         Map<String, Object> rowMap = new HashMap<> (fieldNames.size());
         int idx = 0;
         for (String fieldName : fieldNames) {
-            rowMap.put(fieldName, fieldConvertion(row.getColumn(idx)));
+            rowMap.put(fieldName, convertionField(row.getColumn(idx)));
             idx++;
         }
         return JSON.toJSONString(rowMap);
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java
deleted file mode 100644
index 8484e5b7..00000000
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisSerializerFactory.java
+++ /dev/null
@@ -1,19 +0,0 @@
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import java.util.Map;
-
-public class DorisSerializerFactory {
-    public DorisSerializerFactory(){
-
-    }
-    public static DorisSerializer createSerializer(DorisWriterOptions writerOptions) {
-        if (DorisWriterOptions.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
-            Map<String, Object> props = writerOptions.getLoadProps();
-            return new DorisCsvSerializer(null == props || !props.containsKey("column_separator") ? null : String.valueOf(props.get("column_separator")));
-        }
-        if (DorisWriterOptions.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
-            return new DorisJsonSerializer(writerOptions.getColumns());
-        }
-        throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties.");
-    }
-}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadVisitor.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
similarity index 81%
rename from doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadVisitor.java
rename to doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
index a18940cb..3e4db6cf 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadVisitor.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
@@ -27,10 +27,10 @@ import java.util.Map;
 import java.util.concurrent.TimeUnit;
 import java.util.stream.Collectors;
 
-public class DorisStreamLoadVisitor {
-    private static final Logger LOG = LoggerFactory.getLogger(DorisStreamLoadVisitor.class);
+public class DorisStreamLoadObserver {
+    private static final Logger LOG = LoggerFactory.getLogger(DorisStreamLoadObserver.class);
 
-    private DorisWriterOptions options;
+    private Keys options;
 
     private long pos;
     private static final String RESULT_FAILED = "Fail";
@@ -42,14 +42,14 @@ public class DorisStreamLoadVisitor {
     private static final String RESULT_LABEL_UNKNOWN = "UNKNOWN";
 
 
-    public DorisStreamLoadVisitor(DorisWriterOptions options){
+    public DorisStreamLoadObserver ( Keys options){
         this.options = options;
     }
 
-    public void streamLoad(DorisWriterTuple data) throws Exception {
-        String host = getAvailableHost();
+    public void streamLoad(WriterTuple data) throws Exception {
+        String host = getLoadHost();
         if(host == null){
-            throw new IOException ("None of the host in `load_url` could be connected.");
+            throw new IOException ("load_url cannot be empty, or the host cannot connect.Please check your configuration.");
         }
         String loadUrl = new StringBuilder(host)
                 .append("/api/")
@@ -58,25 +58,25 @@ public class DorisStreamLoadVisitor {
                 .append(options.getTable())
                 .append("/_stream_load")
                 .toString();
-        LOG.debug(String.format("Start to join batch data: rows[%d] bytes[%d] label[%s].", data.getRows().size(), data.getBytes(), data.getLabel()));
-        Map<String, Object> loadResult = doHttpPut(loadUrl, data.getLabel(), joinRows(data.getRows(), data.getBytes().intValue()));
+        LOG.info("Start to join batch data: rows[{}] bytes[{}] label[{}].", data.getRows().size(), data.getBytes(), data.getLabel());
+        Map<String, Object> loadResult = put(loadUrl, data.getLabel(), addRows(data.getRows(), data.getBytes().intValue()));
+        LOG.info("StreamLoad response :{}",JSON.toJSONString(loadResult));
         final String keyStatus = "Status";
         if (null == loadResult || !loadResult.containsKey(keyStatus)) {
             throw new IOException("Unable to flush data to Doris: unknown result status.");
         }
-        LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
+        LOG.debug("StreamLoad response:{}",JSON.toJSONString(loadResult));
         if (RESULT_FAILED.equals(loadResult.get(keyStatus))) {
             throw new IOException(
                     new StringBuilder("Failed to flush data to Doris.\n").append(JSON.toJSONString(loadResult)).toString()
             );
         } else if (RESULT_LABEL_EXISTED.equals(loadResult.get(keyStatus))) {
-            LOG.debug(new StringBuilder("StreamLoad response:\n").append(JSON.toJSONString(loadResult)).toString());
-            // has to block-checking the state to get the final result
-            checkLabelState(host, data.getLabel());
+            LOG.debug("StreamLoad response:{}",JSON.toJSONString(loadResult));
+            checkStreamLoadState(host, data.getLabel());
         }
     }
 
-    private void checkLabelState(String host, String label) throws IOException {
+    private void checkStreamLoadState(String host, String label) throws IOException {
         int idx = 0;
         while(true) {
             try {
@@ -109,7 +109,7 @@ public class DorisStreamLoadVisitor {
                         case RESULT_LABEL_PREPARE:
                             continue;
                         case RESULT_LABEL_ABORTED:
-                            throw new DorisStreamLoadExcetion(String.format("Failed to flush data to Doris, Error " +
+                            throw new DorisWriterExcetion (String.format("Failed to flush data to Doris, Error " +
                                     "label[%s] state[%s]\n", label, labelState), null, true);
                         case RESULT_LABEL_UNKNOWN:
                         default:
@@ -121,10 +121,10 @@ public class DorisStreamLoadVisitor {
         }
     }
 
-    private byte[] joinRows(List<byte[]> rows, int totalBytes) {
-        if (DorisWriterOptions.StreamLoadFormat.CSV.equals(options.getStreamLoadFormat())) {
+    private byte[] addRows(List<byte[]> rows, int totalBytes) {
+        if (Keys.StreamLoadFormat.CSV.equals(options.getStreamLoadFormat())) {
             Map<String, Object> props = (options.getLoadProps() == null ? new HashMap<> () : options.getLoadProps());
-            byte[] lineDelimiter = DorisDelimiterParser.parse((String)props.get("row_delimiter"), "\n").getBytes(StandardCharsets.UTF_8);
+            byte[] lineDelimiter = DelimiterParser.parse((String)props.get("row_delimiter"), "\n").getBytes(StandardCharsets.UTF_8);
             ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
             for (byte[] row : rows) {
                 bos.put(row);
@@ -133,7 +133,7 @@ public class DorisStreamLoadVisitor {
             return bos.array();
         }
 
-        if (DorisWriterOptions.StreamLoadFormat.JSON.equals(options.getStreamLoadFormat())) {
+        if (Keys.StreamLoadFormat.JSON.equals(options.getStreamLoadFormat())) {
             ByteBuffer bos = ByteBuffer.allocate(totalBytes + (rows.isEmpty() ? 2 : rows.size() + 1));
             bos.put("[".getBytes(StandardCharsets.UTF_8));
             byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8);
@@ -150,7 +150,7 @@ public class DorisStreamLoadVisitor {
         }
         throw new RuntimeException("Failed to join rows data, unsupported `format` from stream load properties:");
     }
-    private Map<String, Object> doHttpPut(String loadUrl, String label, byte[] data) throws IOException {
+    private Map<String, Object> put(String loadUrl, String label, byte[] data) throws IOException {
         LOG.info(String.format("Executing stream load to: '%s', size: '%s'", loadUrl, data.length));
         final HttpClientBuilder httpClientBuilder = HttpClients.custom()
                 .setRedirectStrategy(new DefaultRedirectStrategy () {
@@ -162,7 +162,7 @@ public class DorisStreamLoadVisitor {
         try ( CloseableHttpClient httpclient = httpClientBuilder.build()) {
             HttpPut httpPut = new HttpPut(loadUrl);
             List<String> cols = options.getColumns();
-            if (null != cols && !cols.isEmpty() && DorisWriterOptions.StreamLoadFormat.CSV.equals(options.getStreamLoadFormat())) {
+            if (null != cols && !cols.isEmpty() && Keys.StreamLoadFormat.CSV.equals(options.getStreamLoadFormat())) {
                 httpPut.setHeader("columns", String.join(",", cols.stream().map(f -> String.format("`%s`", f)).collect(Collectors.toList())));
             }
             if (null != options.getLoadProps()) {
@@ -205,19 +205,19 @@ public class DorisStreamLoadVisitor {
         return respEntity;
     }
 
-    private String getAvailableHost() {
+    private String getLoadHost() {
         List<String> hostList = options.getLoadUrlList();
         long tmp = pos + hostList.size();
         for (; pos < tmp; pos++) {
             String host = new StringBuilder("http://").append(hostList.get((int) (pos % hostList.size()))).toString();
-            if (tryHttpConnection(host)) {
+            if (checkConnection(host)) {
                 return host;
             }
         }
         return null;
     }
 
-    private boolean tryHttpConnection(String host) {
+    private boolean checkConnection(String host) {
         try {
             URL url = new URL(host);
             HttpURLConnection co =  (HttpURLConnection) url.openConnection();
@@ -226,7 +226,7 @@ public class DorisStreamLoadVisitor {
             co.disconnect();
             return true;
         } catch (Exception e1) {
-            LOG.warn("Failed to connect to address:{}", host, e1);
+            e1.printStackTrace();
             return false;
         }
     }
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisUtil.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisUtil.java
index 7c7d9a92..5f5a6f34 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisUtil.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisUtil.java
@@ -71,7 +71,7 @@ public class DorisUtil {
         }
     }
 
-    public static void preCheckPrePareSQL(DorisWriterOptions options) {
+    public static void preCheckPrePareSQL( Keys options) {
         String table = options.getTable();
         List<String> preSqls = options.getPreSqlList();
         List<String> renderedPreSqls = DorisUtil.renderPreOrPostSqls(preSqls, table);
@@ -87,7 +87,7 @@ public class DorisUtil {
         }
     }
 
-    public static void preCheckPostSQL(DorisWriterOptions options) {
+    public static void preCheckPostSQL( Keys options) {
         String table = options.getTable();
         List<String> postSqls = options.getPostSqlList();
         List<String> renderedPostSqls = DorisUtil.renderPreOrPostSqls(postSqls, table);
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
index f16cd354..b44d5440 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriter.java
@@ -25,19 +25,12 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
 import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
-import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
-import com.alibaba.datax.plugin.rdbms.writer.Constant;
-import com.alibaba.druid.sql.parser.ParserException;
-import com.google.common.base.Strings;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
 import java.sql.Connection;
-import java.sql.Statement;
 import java.util.ArrayList;
-import java.util.Collections;
 import java.util.List;
-import java.util.UUID;
 
 /**
  * doris data writer
@@ -48,12 +41,12 @@ public class DorisWriter extends Writer {
 
         private static final Logger LOG = LoggerFactory.getLogger(Job.class);
         private Configuration originalConfig = null;
-        private DorisWriterOptions options;
+        private Keys options;
 
         @Override
         public void init() {
             this.originalConfig = super.getPluginJobConf();
-            options = new DorisWriterOptions(super.getPluginJobConf());
+            options = new Keys (super.getPluginJobConf());
             options.doPretreatment();
         }
 
@@ -92,11 +85,10 @@ public class DorisWriter extends Writer {
             String username = options.getUsername();
             String password = options.getPassword();
             String jdbcUrl = options.getJdbcUrl();
-            LOG.info("userName :{},password:{},jdbcUrl:{}.", username,password,jdbcUrl);
             List<String> renderedPostSqls = DorisUtil.renderPreOrPostSqls(options.getPostSqlList(), options.getTable());
             if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
                 Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
-                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPostSqls), jdbcUrl);
+                LOG.info("Start to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPostSqls), jdbcUrl);
                 DorisUtil.executeSqls(conn, renderedPostSqls);
                 DBUtil.closeDBResources(null, null, conn);
             }
@@ -110,19 +102,19 @@ public class DorisWriter extends Writer {
 
     public static class Task extends Writer.Task {
         private DorisWriterManager writerManager;
-        private DorisWriterOptions options;
-        private DorisSerializer rowSerializer;
+        private Keys options;
+        private DorisCodec rowCodec;
 
         @Override
         public void init() {
-            options = new DorisWriterOptions(super.getPluginJobConf());
+            options = new Keys (super.getPluginJobConf());
             if (options.isWildcardColumn()) {
                 Connection conn = DBUtil.getConnection(DataBaseType.MySql, options.getJdbcUrl(), options.getUsername(), options.getPassword());
                 List<String> columns = DorisUtil.getDorisTableColumns(conn, options.getDatabase(), options.getTable());
                 options.setInfoCchemaColumns(columns);
             }
             writerManager = new DorisWriterManager(options);
-            rowSerializer = DorisSerializerFactory.createSerializer(options);
+            rowCodec = DorisCodecFactory.createCodec(options);
         }
 
         @Override
@@ -138,11 +130,14 @@ public class DorisWriter extends Writer {
                                 .asDataXException(
                                         DBUtilErrorCode.CONF_ERROR,
                                         String.format(
-                                                "列配置信息有错误. 因为您配置的任务中，源头读取字段数:%s 与 目的表要写入的字段数:%s 不相等. 请检查您的配置并作出修改.",
+                                                "There is an error in the column configuration information. " +
+                                                "This is because you have configured a task where the number of fields to be read from the source:%s " +
+                                                "is not equal to the number of fields to be written to the destination table:%s. " +
+                                                "Please check your configuration and make changes.",
                                                 record.getColumnNumber(),
                                                 options.getColumns().size()));
                     }
-                    writerManager.writeRecord(rowSerializer.serialize(record));
+                    writerManager.writeRecord(rowCodec.codec(record));
                 }
             } catch (Exception e) {
                 throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterExcetion.java
similarity index 68%
rename from doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java
rename to doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterExcetion.java
index dc19b209..7797d79f 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadExcetion.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterExcetion.java
@@ -3,17 +3,17 @@ package com.alibaba.datax.plugin.writer.doriswriter;
 import java.io.IOException;
 import java.util.Map;
 
-public class DorisStreamLoadExcetion extends IOException {
+public class DorisWriterExcetion extends IOException {
 
     private final Map<String, Object> response;
     private boolean reCreateLabel;
 
-    public DorisStreamLoadExcetion(String message, Map<String, Object> response) {
+    public DorisWriterExcetion ( String message, Map<String, Object> response) {
         super(message);
         this.response = response;
     }
 
-    public DorisStreamLoadExcetion(String message, Map<String, Object> response, boolean reCreateLabel) {
+    public DorisWriterExcetion ( String message, Map<String, Object> response, boolean reCreateLabel) {
         super(message);
         this.response = response;
         this.reCreateLabel = reCreateLabel;
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterManager.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterManager.java
index df034076..f0ba6b52 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterManager.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterManager.java
@@ -20,20 +20,20 @@ public class DorisWriterManager {
 
     private static final Logger LOG = LoggerFactory.getLogger(DorisWriterManager.class);
 
-    private final DorisStreamLoadVisitor visitor;
-    private final DorisWriterOptions options;
+    private final DorisStreamLoadObserver visitor;
+    private final Keys options;
     private final List<byte[]> buffer = new ArrayList<> ();
     private int batchCount = 0;
     private long batchSize = 0;
     private volatile boolean closed = false;
     private volatile Exception flushException;
-    private final LinkedBlockingDeque<DorisWriterTuple> flushQueue;
+    private final LinkedBlockingDeque< WriterTuple > flushQueue;
     private ScheduledExecutorService scheduler;
     private ScheduledFuture<?> scheduledFuture;
 
-    public DorisWriterManager(DorisWriterOptions options) {
+    public DorisWriterManager( Keys options) {
         this.options = options;
-        this.visitor = new DorisStreamLoadVisitor(options);
+        this.visitor = new DorisStreamLoadObserver (options);
         flushQueue = new LinkedBlockingDeque<>(options.getFlushQueueLength());
         this.startScheduler();
         this.startAsyncFlushing();
@@ -92,7 +92,7 @@ public class DorisWriterManager {
             }
             return;
         }
-        flushQueue.put(new DorisWriterTuple(label, batchSize,  new ArrayList<>(buffer)));
+        flushQueue.put(new WriterTuple (label, batchSize,  new ArrayList<>(buffer)));
         if (waitUtilDone) {
             // wait the last flush
             waitAsyncFlushingDone();
@@ -145,13 +145,13 @@ public class DorisWriterManager {
     private void waitAsyncFlushingDone() throws InterruptedException {
         // wait previous flushings
         for (int i = 0; i <= options.getFlushQueueLength(); i++) {
-            flushQueue.put(new DorisWriterTuple("", 0l, null));
+            flushQueue.put(new WriterTuple ("", 0l, null));
         }
         checkFlushException();
     }
 
     private void asyncFlush() throws Exception {
-        DorisWriterTuple flushData = flushQueue.take();
+        WriterTuple flushData = flushQueue.take();
         if (Strings.isNullOrEmpty(flushData.getLabel())) {
             return;
         }
@@ -169,7 +169,7 @@ public class DorisWriterManager {
                 if (i >= options.getMaxRetries()) {
                     throw new IOException(e);
                 }
-                if (e instanceof DorisStreamLoadExcetion && ((DorisStreamLoadExcetion)e).needReCreateLabel()) {
+                if (e instanceof DorisWriterExcetion && (( DorisWriterExcetion )e).needReCreateLabel()) {
                     String newLabel = createBatchLabel();
                     LOG.warn(String.format("Batch label changed from [%s] to [%s]", flushData.getLabel(), newLabel));
                     flushData.setLabel(newLabel);
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterOptions.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterOptions.java
deleted file mode 100644
index b4395d2e..00000000
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterOptions.java
+++ /dev/null
@@ -1,174 +0,0 @@
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
-
-import java.io.Serializable;
-import java.util.List;
-import java.util.Map;
-import java.util.stream.Collectors;
-
-public class DorisWriterOptions implements Serializable {
-
-    private static final long serialVersionUID = 1l;
-    private static final long KILO_BYTES_SCALE = 1024l;
-    private static final long MEGA_BYTES_SCALE = KILO_BYTES_SCALE * KILO_BYTES_SCALE;
-    private static final int MAX_RETRIES = 3;
-    private static final int BATCH_ROWS = 500000;
-    private static final long BATCH_BYTES = 90 * MEGA_BYTES_SCALE;
-    private static final long FLUSH_INTERVAL = 300000;
-
-    private static final String KEY_LOAD_PROPS_FORMAT = "format";
-    public enum StreamLoadFormat {
-        CSV, JSON;
-    }
-
-    private static final String KEY_USERNAME = "username";
-    private static final String KEY_PASSWORD = "password";
-    private static final String KEY_DATABASE = "connection[0].database";
-    private static final String KEY_TABLE = "connection[0].table[0]";
-    private static final String KEY_COLUMN = "column";
-    private static final String KEY_PRE_SQL = "preSql";
-    private static final String KEY_POST_SQL = "postSql";
-    private static final String KEY_JDBC_URL = "connection[0].jdbcUrl";
-    private static final String KEY_LABEL_PREFIX = "labelPrefix";
-    private static final String KEY_MAX_BATCH_ROWS = "maxBatchRows";
-    private static final String KEY_MAX_BATCH_SIZE = "maxBatchSize";
-    private static final String KEY_FLUSH_INTERVAL = "flushInterval";
-    private static final String KEY_LOAD_URL = "loadUrl";
-    private static final String KEY_FLUSH_QUEUE_LENGTH = "flushQueueLength";
-    private static final String KEY_LOAD_PROPS = "loadProps";
-
-    private final Configuration options;
-    private List<String> infoCchemaColumns;
-    private List<String> userSetColumns;
-    private boolean isWildcardColumn;
-
-    public DorisWriterOptions(Configuration options) {
-        this.options = options;
-        this.userSetColumns = options.getList(KEY_COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
-        if (1 == options.getList(KEY_COLUMN, String.class).size() && "*".trim().equals(options.getList(KEY_COLUMN, String.class).get(0))) {
-            this.isWildcardColumn = true;
-        }
-    }
-
-    public void doPretreatment() {
-        validateRequired();
-        validateStreamLoadUrl();
-    }
-
-    public String getJdbcUrl() {
-        return options.getString(KEY_JDBC_URL);
-    }
-
-    public String getDatabase() {
-        return options.getString(KEY_DATABASE);
-    }
-
-    public String getTable() {
-        return options.getString(KEY_TABLE);
-    }
-
-    public String getUsername() {
-        return options.getString(KEY_USERNAME);
-    }
-
-    public String getPassword() {
-        return options.getString(KEY_PASSWORD);
-    }
-
-    public String getLabelPrefix() {
-        return options.getString(KEY_LABEL_PREFIX);
-    }
-
-    public List<String> getLoadUrlList() {
-        return options.getList(KEY_LOAD_URL, String.class);
-    }
-
-    public List<String> getColumns() {
-        if (isWildcardColumn) {
-            return this.infoCchemaColumns;
-        }
-        return this.userSetColumns;
-    }
-
-    public boolean isWildcardColumn() {
-        return this.isWildcardColumn;
-    }
-
-    public void setInfoCchemaColumns(List<String> cols) {
-        this.infoCchemaColumns = cols;
-    }
-
-    public List<String> getPreSqlList() {
-        return options.getList(KEY_PRE_SQL, String.class);
-    }
-
-    public List<String> getPostSqlList() {
-        return options.getList(KEY_POST_SQL, String.class);
-    }
-
-    public Map<String, Object> getLoadProps() {
-        return options.getMap(KEY_LOAD_PROPS);
-    }
-
-    public int getMaxRetries() {
-        return MAX_RETRIES;
-    }
-
-    public int getBatchRows() {
-        Integer rows = options.getInt(KEY_MAX_BATCH_ROWS);
-        return null == rows ? BATCH_ROWS : rows;
-    }
-
-    public long getBatchSize() {
-        Long size = options.getLong(KEY_MAX_BATCH_SIZE);
-        return null == size ? BATCH_BYTES : size;
-    }
-
-    public long getFlushInterval() {
-        Long interval = options.getLong(KEY_FLUSH_INTERVAL);
-        return null == interval ? FLUSH_INTERVAL : interval;
-    }
-
-    public int getFlushQueueLength() {
-        Integer len = options.getInt(KEY_FLUSH_QUEUE_LENGTH);
-        return null == len ? 1 : len;
-    }
-
-    public StreamLoadFormat getStreamLoadFormat() {
-        Map<String, Object> loadProps = getLoadProps();
-        if (null == loadProps) {
-            return StreamLoadFormat.CSV;
-        }
-        if (loadProps.containsKey(KEY_LOAD_PROPS_FORMAT)
-                && StreamLoadFormat.JSON.name().equalsIgnoreCase(String.valueOf(loadProps.get(KEY_LOAD_PROPS_FORMAT)))) {
-            return StreamLoadFormat.JSON;
-        }
-        return StreamLoadFormat.CSV;
-    }
-
-    private void validateStreamLoadUrl() {
-        List<String> urlList = getLoadUrlList();
-        for (String host : urlList) {
-            if (host.split(":").length < 2) {
-                throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
-                        "loadUrl的格式不正确，请输入 `fe_ip:fe_http_ip;fe_ip:fe_http_ip`。");
-            }
-        }
-    }
-
-    private void validateRequired() {
-        final String[] requiredOptionKeys = new String[]{
-                KEY_USERNAME,
-                KEY_DATABASE,
-                KEY_TABLE,
-                KEY_COLUMN,
-                KEY_LOAD_URL
-        };
-        for (String optionKey : requiredOptionKeys) {
-            options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE);
-        }
-    }
-}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Keys.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Keys.java
new file mode 100644
index 00000000..01c0e3c6
--- /dev/null
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Keys.java
@@ -0,0 +1,177 @@
+package com.alibaba.datax.plugin.writer.doriswriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+
+import java.io.Serializable;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+public class Keys implements Serializable {
+
+    private static final long serialVersionUID = 1l;
+    private static final int MAX_RETRIES = 3;
+    private static final int BATCH_ROWS = 500000;
+    private static final long DEFAULT_FLUSH_INTERVAL = 30000;
+
+    private static final String LOAD_PROPS_FORMAT = "format";
+    public enum StreamLoadFormat {
+        CSV, JSON;
+    }
+
+    private static final String USERNAME = "username";
+    private static final String PASSWORD = "password";
+    private static final String DATABASE = "connection[0].selectedDatabase";
+    private static final String TABLE = "connection[0].table[0]";
+    private static final String COLUMN = "column";
+    private static final String PRE_SQL = "preSql";
+    private static final String POST_SQL = "postSql";
+    private static final String JDBC_URL = "connection[0].jdbcUrl";
+    private static final String LABEL_PREFIX = "labelPrefix";
+    private static final String MAX_BATCH_ROWS = "maxBatchRows";
+    private static final String MAX_BATCH_SIZE = "maxBatchSize";
+    private static final String FLUSH_INTERVAL = "flushInterval";
+    private static final String LOAD_URL = "loadUrl";
+    private static final String FLUSH_QUEUE_LENGTH = "flushQueueLength";
+    private static final String LOAD_PROPS = "loadProps";
+
+    private static final String DEFAULT_LABEL_PREFIX = "datax_doris_writer_";
+
+    private static final long DEFAULT_MAX_BATCH_SIZE = 90 * 1024 * 1024; //default 90M
+
+    private final Configuration options;
+
+    private List<String> infoSchemaColumns;
+    private List<String> userSetColumns;
+    private boolean isWildcardColumn;
+
+    public Keys ( Configuration options) {
+        this.options = options;
+        this.userSetColumns = options.getList(COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
+        if (1 == options.getList(COLUMN, String.class).size() && "*".trim().equals(options.getList(COLUMN, String.class).get(0))) {
+            this.isWildcardColumn = true;
+        }
+    }
+
+    public void doPretreatment() {
+        validateRequired();
+        validateStreamLoadUrl();
+    }
+
+    public String getJdbcUrl() {
+        return options.getString(JDBC_URL);
+    }
+
+    public String getDatabase() {
+        return options.getString(DATABASE);
+    }
+
+    public String getTable() {
+        return options.getString(TABLE);
+    }
+
+    public String getUsername() {
+        return options.getString(USERNAME);
+    }
+
+    public String getPassword() {
+        return options.getString(PASSWORD);
+    }
+
+    public String getLabelPrefix() {
+        String label = options.getString(LABEL_PREFIX);
+        return null == label ? DEFAULT_LABEL_PREFIX : label;
+    }
+
+    public List<String> getLoadUrlList() {
+        return options.getList(LOAD_URL, String.class);
+    }
+
+    public List<String> getColumns() {
+        if (isWildcardColumn) {
+            return this.infoSchemaColumns;
+        }
+        return this.userSetColumns;
+    }
+
+    public boolean isWildcardColumn() {
+        return this.isWildcardColumn;
+    }
+
+    public void setInfoCchemaColumns(List<String> cols) {
+        this.infoSchemaColumns = cols;
+    }
+
+    public List<String> getPreSqlList() {
+        return options.getList(PRE_SQL, String.class);
+    }
+
+    public List<String> getPostSqlList() {
+        return options.getList(POST_SQL, String.class);
+    }
+
+    public Map<String, Object> getLoadProps() {
+        return options.getMap(LOAD_PROPS);
+    }
+
+    public int getMaxRetries() {
+        return MAX_RETRIES;
+    }
+
+    public int getBatchRows() {
+        Integer rows = options.getInt(MAX_BATCH_ROWS);
+        return null == rows ? BATCH_ROWS : rows;
+    }
+
+    public long getBatchSize() {
+        Long size = options.getLong(MAX_BATCH_SIZE);
+        return null == size ? DEFAULT_MAX_BATCH_SIZE : size;
+    }
+
+    public long getFlushInterval() {
+        Long interval = options.getLong(FLUSH_INTERVAL);
+        return null == interval ? DEFAULT_FLUSH_INTERVAL : interval;
+    }
+
+    public int getFlushQueueLength() {
+        Integer len = options.getInt(FLUSH_QUEUE_LENGTH);
+        return null == len ? 1 : len;
+    }
+
+    public StreamLoadFormat getStreamLoadFormat() {
+        Map<String, Object> loadProps = getLoadProps();
+        if (null == loadProps) {
+            return StreamLoadFormat.CSV;
+        }
+        if (loadProps.containsKey(LOAD_PROPS_FORMAT)
+                && StreamLoadFormat.JSON.name().equalsIgnoreCase(String.valueOf(loadProps.get(LOAD_PROPS_FORMAT)))) {
+            return StreamLoadFormat.JSON;
+        }
+        return StreamLoadFormat.CSV;
+    }
+
+    private void validateStreamLoadUrl() {
+        List<String> urlList = getLoadUrlList();
+        for (String host : urlList) {
+            if (host.split(":").length < 2) {
+                throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+                        "The format of loadUrl is not correct, please enter:[`fe_ip:fe_http_ip;fe_ip:fe_http_ip`].");
+            }
+        }
+    }
+
+    private void validateRequired() {
+        final String[] requiredOptionKeys = new String[]{
+                USERNAME,
+                DATABASE,
+                TABLE,
+                COLUMN,
+                LOAD_URL
+        };
+        for (String optionKey : requiredOptionKeys) {
+            options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE);
+        }
+    }
+}
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterTuple.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/WriterTuple.java
similarity index 81%
rename from doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterTuple.java
rename to doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/WriterTuple.java
index 0bc52daf..32e0b341 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisWriterTuple.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/WriterTuple.java
@@ -2,12 +2,12 @@ package com.alibaba.datax.plugin.writer.doriswriter;
 
 import java.util.List;
 
-public class DorisWriterTuple {
+public class WriterTuple {
     private String label;
     private Long bytes;
     private List<byte[]> rows;
 
-    public DorisWriterTuple(String label,Long bytes,List<byte[]> rows){
+    public WriterTuple ( String label, Long bytes, List<byte[]> rows){
         this.label = label;
         this.rows = rows;
         this.bytes = bytes;

From 74a95011d4b2ebfb1d5b6d27a0359d4f7fd0e420 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Mon, 10 Oct 2022 10:55:36 +0800
Subject: [PATCH 204/251] fix

---
 doriswriter/doc/doriswriter.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 1f0dff62..973d4bcf 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -47,7 +47,7 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
                         "connection": [
                           {
                             "jdbcUrl": "jdbc:mysql://172.16.0.13:9030/demo",
-                            "database": "demo",
+                            "selectedDatabase": "demo",
                             "table": ["all_employees_info"]
                           }
                         ],

From bf0ba22a93a643d1f7195ed5ca6fbeb96e80ef06 Mon Sep 17 00:00:00 2001
From: Trafalgar <trafalgarluo@gmail.com>
Date: Tue, 11 Oct 2022 11:10:38 +0800
Subject: [PATCH 205/251] Update pom.xml

fix pom dependency for hbase20xsqlwriter & kuduwriter
---
 pom.xml | 7 +++----
 1 file changed, 3 insertions(+), 4 deletions(-)

diff --git a/pom.xml b/pom.xml
index 72442b1e..6f9383d1 100644
--- a/pom.xml
+++ b/pom.xml
@@ -101,6 +101,7 @@
         <module>hbase11xwriter</module>
         <module>hbase094xwriter</module>
         <module>hbase11xsqlwriter</module>
+        <module>hbase20xsqlwriter</module>
         <module>kuduwriter</module>
         <module>ftpwriter</module>
         <module>hdfswriter</module>
@@ -118,14 +119,12 @@
         <module>datahubwriter</module>
         <module>cassandrawriter</module>
         <module>clickhousewriter</module>
+        <module>doriswriter</module>
 
         <!-- common support module -->
         <module>plugin-rdbms-util</module>
         <module>plugin-unstructured-storage-util</module>
-        <module>hbase20xsqlreader</module>
-        <module>hbase20xsqlwriter</module>
-        <module>kuduwriter</module>
-        <module>doriswriter</module>
+       
     </modules>
 
     <dependencyManagement>

From 242b22b3e8aa52cd50b811dbdafe52b5475945eb Mon Sep 17 00:00:00 2001
From: Trafalgar <trafalgarluo@gmail.com>
Date: Tue, 11 Oct 2022 11:26:06 +0800
Subject: [PATCH 206/251] =?UTF-8?q?=E4=BF=AE=E6=94=B9demo=E4=BB=BB?=
 =?UTF-8?q?=E5=8A=A1=E5=B9=B6=E5=8F=91=E5=BA=A6=E4=B8=BA1=EF=BC=8C?=
 =?UTF-8?q?=E4=B8=8D=E5=BC=80=E5=90=AF=E9=99=90=E9=80=9F?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 core/src/main/job/job.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/src/main/job/job.json b/core/src/main/job/job.json
index 58206592..cc353877 100755
--- a/core/src/main/job/job.json
+++ b/core/src/main/job/job.json
@@ -2,7 +2,7 @@
     "job": {
         "setting": {
             "speed": {
-                "byte":10485760
+                "channel":1
             },
             "errorLimit": {
                 "record": 0,

From c1f0d380b9a6e41816d64de65ceee766d3f6599f Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Tue, 11 Oct 2022 11:27:59 +0800
Subject: [PATCH 207/251] Update oracle driver GAV

---
 oraclereader/pom.xml | 2 +-
 oraclewriter/pom.xml | 2 +-
 2 files changed, 2 insertions(+), 2 deletions(-)

diff --git a/oraclereader/pom.xml b/oraclereader/pom.xml
index 67d4ac82..d60e5ebf 100755
--- a/oraclereader/pom.xml
+++ b/oraclereader/pom.xml
@@ -41,7 +41,7 @@
         </dependency>
 
         <dependency>
-            <groupId>oracle</groupId>
+            <groupId>com.oracle</groupId>
             <artifactId>ojdbc6</artifactId>
             <version>11.2.0.3</version>
         </dependency>
diff --git a/oraclewriter/pom.xml b/oraclewriter/pom.xml
index 9d3ad7a1..1e8d0274 100755
--- a/oraclewriter/pom.xml
+++ b/oraclewriter/pom.xml
@@ -39,7 +39,7 @@
 		</dependency>
 
 		<dependency>
-			<groupId>oracle</groupId>
+			<groupId>com.oracle</groupId>
 			<artifactId>ojdbc6</artifactId>
 			<version>11.2.0.3</version>
 		</dependency>

From b7ac1381559df7b6153fd16209acb058ab0681ef Mon Sep 17 00:00:00 2001
From: Trafalgar <trafalgarluo@gmail.com>
Date: Tue, 11 Oct 2022 11:31:25 +0800
Subject: [PATCH 208/251] add more plugin doc link

---
 README.md | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/README.md b/README.md
index c1a33dab..b44a01f6 100644
--- a/README.md
+++ b/README.md
@@ -44,6 +44,8 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 |              | SQLServer  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md)|
 |              | PostgreSQL |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md)|
 |              | DRDS |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md)|
+|              | Apache Doris |          |     √     |[写](https://github.com/alibaba/DataX/blob/master/doriswriter/doc/doriswriter.md)|
+|              | StarRocks |          |     √     |[写](https://github.com/alibaba/DataX/blob/master/starrockswriter/doc/starrockswriter.md)|
 |              | 通用RDBMS(支持所有关系型数据库)         |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/rdbmsreader/doc/rdbmsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/rdbmswriter/doc/rdbmswriter.md)|
 | 阿里云数仓数据存储    | ODPS       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md)|
 |              | ADS        |           |     √     |[写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md)|

From b72c57e7ac9c2d1ceeeb466d07dcc4bdb07d504c Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Tue, 11 Oct 2022 11:57:51 +0800
Subject: [PATCH 209/251] Uniform configuration naming, modify maxBatchSize to
 batchSize, the

Uniform configuration naming, modify maxBatchSize to batchSize, the
---
 doriswriter/doc/doriswriter.md                |  2 +-
 .../datax/plugin/writer/doriswriter/Keys.java |  2 +-
 .../doriswriter/TestDorisWriterLoad.java      | 88 -------------------
 3 files changed, 2 insertions(+), 90 deletions(-)
 delete mode 100644 doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index 973d4bcf..ef5bbe37 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -129,7 +129,7 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
   - 必选：否
   - 默认值：500000
 
-* **maxBatchSize**
+* **batchSize**
 
   - 描述：每批次导入数据的最大数据量。和 **maxBatchRows** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Keys.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Keys.java
index 01c0e3c6..e460e76b 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Keys.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/Keys.java
@@ -31,7 +31,7 @@ public class Keys implements Serializable {
     private static final String JDBC_URL = "connection[0].jdbcUrl";
     private static final String LABEL_PREFIX = "labelPrefix";
     private static final String MAX_BATCH_ROWS = "maxBatchRows";
-    private static final String MAX_BATCH_SIZE = "maxBatchSize";
+    private static final String MAX_BATCH_SIZE = "batchSize";
     private static final String FLUSH_INTERVAL = "flushInterval";
     private static final String LOAD_URL = "loadUrl";
     private static final String FLUSH_QUEUE_LENGTH = "flushQueueLength";
diff --git a/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java b/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java
deleted file mode 100644
index bbb60a0e..00000000
--- a/doriswriter/src/test/java/com/alibaba/datax/plugin/writer/doriswriter/TestDorisWriterLoad.java
+++ /dev/null
@@ -1,88 +0,0 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
-package com.alibaba.datax.plugin.writer.doriswriter;
-
-import com.alibaba.fastjson.JSON;
-import com.google.common.collect.Maps;
-import com.alibaba.datax.common.util.Configuration;
-
-import java.io.IOException;
-import java.util.Map;
-
-public class TestDorisWriterLoad {
-
-
-    // for test
-    public static void main(String[] args) throws IOException {
-        /**
-         * 下面示例使用的建表语句，要首先有一套Ddoris的环境，创建数据库demo，然后使用下面的建表语句创建表
-         * 修改feLoadUrl中的IP地址，username，password，然后运行
-         * CREATE TABLE `doris_test` (
-         *   `k1` varchar(30) NULL ,
-         *   `k2` varchar(255) NULL,
-         *   `k3` varchar(200)
-         * ) ENGINE=OLAP
-         * Duplicate KEY(k1)
-         * COMMENT "OLAP"
-         * DISTRIBUTED BY HASH(k1) BUCKETS 1
-         * PROPERTIES (
-         * "replication_allocation" = "tag.location.default: 1",
-         * "in_memory" = "false",
-         * "storage_format" = "V2"
-         * )
-         */
-        String json = "{\n" +
-                "   \"feLoadUrl\": [\"127.0.0.1:8030\"],\n" +
-                "   \"column\": [\"k1\", \"k2\", \"k3\"],\n" +
-                "   \"database\": \"demo\",\n" +
-                "   \"jdbcUrl\": \"\",\n" +
-                "   \"loadProps\": {},\n" +
-                "   \"password\": \"12345\",\n" +
-                "   \"postSql\": [],\n" +
-                "   \"preSql\": [],\n" +
-                "   \"table\": \"doris_test\",\n" +
-                "   \"username\": \"root\"\n" +
-                "}";
-        Configuration configuration = Configuration.from(json);
-        Key key = new Key(configuration);
-
-        DorisWriterEmitter emitter = new DorisWriterEmitter(key);
-        DorisFlushBatch flushBatch = new DorisFlushBatch("\n","csv");
-        flushBatch.setLabel("test4");
-        Map<String, String> row1 = Maps.newHashMap();
-        row1.put("k1", "2021-02-02");
-        row1.put("k2", "2021-02-02 00:00:00");
-        row1.put("k3", "3");
-        String rowStr1 = JSON.toJSONString(row1);
-        System.out.println("rows1: " + rowStr1);
-        flushBatch.putData(rowStr1);
-
-        Map<String, String> row2 = Maps.newHashMap();
-        row2.put("k1", "2021-02-03");
-        row2.put("k2", "2021-02-03 00:00:00");
-        row2.put("k3", "4");
-        String rowStr2 = JSON.toJSONString(row2);
-        System.out.println("rows2: " + rowStr2);
-        flushBatch.putData(rowStr2);
-
-        for (int i = 0; i < 50000; ++i) {
-            flushBatch.putData(rowStr2);
-        }
-        emitter.emit (flushBatch);
-    }
-}

From 7f1bd201271505c8514b905baef839f9a5d382bf Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Wed, 12 Oct 2022 16:30:22 +0800
Subject: [PATCH 210/251] Fix click house writer.

---
 .../plugin/writer/clickhousewriter/ClickhouseWriter.java     | 2 +-
 .../alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java | 5 -----
 2 files changed, 1 insertion(+), 6 deletions(-)

diff --git a/clickhousewriter/src/main/java/com/alibaba/datax/plugin/writer/clickhousewriter/ClickhouseWriter.java b/clickhousewriter/src/main/java/com/alibaba/datax/plugin/writer/clickhousewriter/ClickhouseWriter.java
index b928d421..31ffdfec 100644
--- a/clickhousewriter/src/main/java/com/alibaba/datax/plugin/writer/clickhousewriter/ClickhouseWriter.java
+++ b/clickhousewriter/src/main/java/com/alibaba/datax/plugin/writer/clickhousewriter/ClickhouseWriter.java
@@ -68,7 +68,7 @@ public class ClickhouseWriter extends Writer {
 
 			this.commonRdbmsWriterSlave = new CommonRdbmsWriter.Task(DATABASE_TYPE) {
 				@Override
-				protected PreparedStatement fillPreparedStatementColumnType(PreparedStatement preparedStatement, int columnIndex, int columnSqltype, Column column) throws SQLException {
+				protected PreparedStatement fillPreparedStatementColumnType(PreparedStatement preparedStatement, int columnIndex, int columnSqltype, String typeName, Column column) throws SQLException {
 					try {
 						if (column.getRawData() == null) {
 							preparedStatement.setNull(columnIndex + 1, columnSqltype);
diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java
index 27b88f44..70f9ddc5 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java
@@ -409,11 +409,6 @@ public class CommonRdbmsWriter {
             return preparedStatement;
         }
 
-        protected PreparedStatement fillPreparedStatementColumnType(PreparedStatement preparedStatement, int columnIndex,
-                                                                    int columnSqltype, Column column) throws SQLException {
-            return fillPreparedStatementColumnType(preparedStatement, columnIndex, columnSqltype, null, column);
-        }
-
         protected PreparedStatement fillPreparedStatementColumnType(PreparedStatement preparedStatement, int columnIndex,
                                                                     int columnSqltype, String typeName, Column column) throws SQLException {
             java.util.Date utilDate;

From a9c24448f638422b7297ce5b3348031848716a83 Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Wed, 12 Oct 2022 16:44:55 +0800
Subject: [PATCH 211/251] Fix tdengine writer LONG type.

---
 .../datax/plugin/writer/tdenginewriter/DefaultDataHandler.java  | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
index 9801a323..4958a631 100644
--- a/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
+++ b/tdenginewriter/src/main/java/com/alibaba/datax/plugin/writer/tdenginewriter/DefaultDataHandler.java
@@ -276,7 +276,7 @@ public class DefaultDataHandler implements DataHandler {
             case DOUBLE:
             case INT:
             case LONG:
-                column.asString();
+                return column.asString();
             default:
                 throw new Exception("invalid column type: " + type);
         }

From c7666a0fc04a8ba9c6a756fd442be1e0cbad53bf Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Wed, 12 Oct 2022 17:44:15 +0800
Subject: [PATCH 212/251] Fix rdbms writer can't compile

---
 .../datax/plugin/reader/rdbmswriter/SubCommonRdbmsWriter.java   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/rdbmswriter/src/main/java/com/alibaba/datax/plugin/reader/rdbmswriter/SubCommonRdbmsWriter.java b/rdbmswriter/src/main/java/com/alibaba/datax/plugin/reader/rdbmswriter/SubCommonRdbmsWriter.java
index f1fbc552..88e50f11 100755
--- a/rdbmswriter/src/main/java/com/alibaba/datax/plugin/reader/rdbmswriter/SubCommonRdbmsWriter.java
+++ b/rdbmswriter/src/main/java/com/alibaba/datax/plugin/reader/rdbmswriter/SubCommonRdbmsWriter.java
@@ -29,7 +29,7 @@ public class SubCommonRdbmsWriter extends CommonRdbmsWriter {
         @Override
         protected PreparedStatement fillPreparedStatementColumnType(
                 PreparedStatement preparedStatement, int columnIndex,
-                int columnSqltype, Column column) throws SQLException {
+                int columnSqltype, String typeName, Column column) throws SQLException {
             java.util.Date utilDate;
             try {
                 switch (columnSqltype) {

From f205b3bae364c7854d452c4846d20a57c32b7c63 Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Sat, 15 Oct 2022 08:24:09 +0800
Subject: [PATCH 213/251] Fix holo jdbc writer plugin.json

---
 hologresjdbcwriter/src/main/resources/plugin.json | 6 +++---
 1 file changed, 3 insertions(+), 3 deletions(-)

diff --git a/hologresjdbcwriter/src/main/resources/plugin.json b/hologresjdbcwriter/src/main/resources/plugin.json
index d46f216b..a9f93996 100644
--- a/hologresjdbcwriter/src/main/resources/plugin.json
+++ b/hologresjdbcwriter/src/main/resources/plugin.json
@@ -1,6 +1,6 @@
 {
-  "name": "hologreswriter",
-  "class": "com.alibaba.datax.plugin.writer.hologreswriter.HologresWriter",
+  "name": "hologresjdbcwriter",
+  "class": "com.alibaba.datax.plugin.writer.hologresjdbcwriter.HologresJdbcWriter",
   "description": "",
   "developer": "alibaba"
-}
+}
\ No newline at end of file

From 5e804f3050fca2a605aa1b5da87252f438b0d993 Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Sat, 15 Oct 2022 08:26:50 +0800
Subject: [PATCH 214/251] Fix holo jdbc writer plugin_job_template.json

---
 hologresjdbcwriter/src/main/resources/plugin_job_template.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/hologresjdbcwriter/src/main/resources/plugin_job_template.json b/hologresjdbcwriter/src/main/resources/plugin_job_template.json
index 656971c3..f509ccc0 100644
--- a/hologresjdbcwriter/src/main/resources/plugin_job_template.json
+++ b/hologresjdbcwriter/src/main/resources/plugin_job_template.json
@@ -1,5 +1,5 @@
 {
-  "name": "hologreswriter",
+  "name": "hologresjdbcwriter",
   "parameter": {
     "url": "",
     "username": "",

From 35538421f60febadc152137333d490d955caa7c7 Mon Sep 17 00:00:00 2001
From: Wei Xiaonan <33857431+weixiaonan1@users.noreply.github.com>
Date: Tue, 18 Oct 2022 20:36:27 +0800
Subject: [PATCH 215/251] Update hdfswriter.md

---
 hdfswriter/doc/hdfswriter.md | 1 +
 1 file changed, 1 insertion(+)

diff --git a/hdfswriter/doc/hdfswriter.md b/hdfswriter/doc/hdfswriter.md
index 028a544e..1259b253 100644
--- a/hdfswriter/doc/hdfswriter.md
+++ b/hdfswriter/doc/hdfswriter.md
@@ -231,6 +231,7 @@ HdfsWriter提供向HDFS文件系统指定路径中写入TEXTFile文件和ORCFile
 
 		* append，写入前不做任何处理，DataX hdfswriter直接使用filename写入，并保证文件名不冲突。
 		* nonConflict，如果目录下有fileName前缀的文件，直接报错。
+		* truncate，如果目录下有fileName前缀的文件，先删除后写入。
 
 	* 必选：是 <br />
 

From 78384028492cca487f68e512f2f0079402ef5780 Mon Sep 17 00:00:00 2001
From: ycwiacb <37543402+ycwiacb@users.noreply.github.com>
Date: Mon, 24 Oct 2022 11:27:53 +0800
Subject: [PATCH 216/251] =?UTF-8?q?FIX=20=E4=BF=AE=E5=A4=8D=E9=80=9A?=
 =?UTF-8?q?=E7=94=A8Rdbms=E5=86=99=E5=85=A5=E6=97=B6Boolean=E8=A2=AB?=
 =?UTF-8?q?=E8=BD=AC=E5=8C=96=E4=B8=BAString=E5=AF=BC=E8=87=B4=E6=9F=90?=
 =?UTF-8?q?=E4=BA=9B=E6=95=B0=E6=8D=AE=E5=BA=93=E7=B1=BB=E5=9E=8B=E8=BD=AC?=
 =?UTF-8?q?=E5=8C=96=E9=94=99=E8=AF=AF?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java
index 70f9ddc5..bec3c683 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/CommonRdbmsWriter.java
@@ -519,7 +519,7 @@ public class CommonRdbmsWriter {
                     break;
 
                 case Types.BOOLEAN:
-                    preparedStatement.setString(columnIndex + 1, column.asString());
+                    preparedStatement.setBoolean(columnIndex + 1, column.asBoolean());
                     break;
 
                 // warn: bit(1) -> Types.BIT 可使用setBoolean

From aa1c822edcb0091e28a310eca5d66006e98710cf Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Wed, 26 Oct 2022 14:46:06 +0800
Subject: [PATCH 217/251] Support OceanBase 4.x and fix OceanBase writer.

---
 .../plugin/reader/oceanbasev10reader/util/ObVersion.java | 2 ++
 .../oceanbasev10reader/util/PartitionSplitUtil.java      | 3 ++-
 .../task/ConcurrentTableWriterTask.java                  | 9 +--------
 .../java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java | 3 +++
 4 files changed, 8 insertions(+), 9 deletions(-)

diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObVersion.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObVersion.java
index 7bb6559e..2fc414ce 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObVersion.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/ObVersion.java
@@ -16,6 +16,8 @@ public class ObVersion implements Comparable<ObVersion> {
     private int patchNumber;
 
     public static final ObVersion V2276 = valueOf("2.2.76");
+    public static final ObVersion V4000 = valueOf("4.0.0.0");
+
     private static final ObVersion DEFAULT_VERSION =
         valueOf(System.getProperty("defaultObVersion","3.2.3.0"));
 
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java
index bc3d455c..2929658a 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/util/PartitionSplitUtil.java
@@ -157,7 +157,8 @@ public class PartitionSplitUtil {
 
             conn = DBUtil.getConnection(DataBaseType.OceanBase, jdbcUrl, username, password);
             ObVersion obVersion = ObReaderUtils.getObVersion(conn);
-            if (obVersion.compareTo(ObVersion.V2276) >= 0) {
+            if (obVersion.compareTo(ObVersion.V2276) >= 0 &&
+                obVersion.compareTo(ObVersion.V4000) < 0) {
                 allTable = "__all_table_v2";
             }
 
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
index e6b4a561..82b16923 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/task/ConcurrentTableWriterTask.java
@@ -76,7 +76,6 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 	private Condition condition = lock.newCondition();
 	
 	private long startTime;
-	private boolean isOb2 = false;
 	private String obWriteMode = "update";
 	private boolean isOracleCompatibleMode = false;
 	private String obUpdateColumns = null;
@@ -130,12 +129,6 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 			concurrentWriter = new ConcurrentTableWriter(config, connectInfo, writeRecordSql);
 			allTaskInQueue = false;
 		}
-
-		String version = config.getString(Config.OB_VERSION);
-		int pIdx = version.lastIndexOf('.');
-		if ((Float.valueOf(version.substring(0, pIdx)) >= 2.1f)) {
-			isOb2 = true;
-		}
 	}
 
 	private void initPartCalculator(ServerConnectInfo connectInfo) {
@@ -313,7 +306,7 @@ public class ConcurrentTableWriterTask extends CommonRdbmsWriter.Task {
 		    LOG.warn("fail to get partition id: " + e1.getMessage() + ", record: " + record);
 		}
 
-        if (partId == null && isOb2) {
+        if (partId == null) {
             LOG.debug("fail to calculate parition id, just put into the default buffer.");
             partId = Long.MAX_VALUE;
         }
diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java
index 2392d1ca..978c4566 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java
@@ -380,6 +380,9 @@ public final class DBUtil {
             // unit ms
             prop.put("oracle.jdbc.ReadTimeout", socketTimeout);
         }
+        if (dataBaseType == DataBaseType.OceanBase) {
+            url = url.replace("jdbc:mysql:", "jdbc:oceanbase:");
+        }
 
         return connect(dataBaseType, url, prop);
     }

From c2c6a1bb9dc6f20ab640b43817b3f1468e5dd8d2 Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Wed, 26 Oct 2022 15:22:40 +0800
Subject: [PATCH 218/251] update doc

---
 README.md   | 73 ++++++++++++++++++++++++++++++-----------------------
 userGuid.md |  2 +-
 2 files changed, 43 insertions(+), 32 deletions(-)

diff --git a/README.md b/README.md
index b44a01f6..40e2df58 100644
--- a/README.md
+++ b/README.md
@@ -25,7 +25,7 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 # Quick Start
 
-##### Download [DataX下载地址](https://datax-opensource.oss-cn-hangzhou.aliyuncs.com/202209/datax.tar.gz)
+##### Download [DataX下载地址](https://datax-opensource.oss-cn-hangzhou.aliyuncs.com/202210/datax.tar.gz)
 
 
 ##### 请点击：[Quick Start](https://github.com/alibaba/DataX/blob/master/userGuid.md)
@@ -36,36 +36,44 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、NOSQL、大数据计算系统都已经接入，目前支持数据如下图，详情请点击：[DataX数据源参考指南](https://github.com/alibaba/DataX/wiki/DataX-all-data-channels)
 
-| 类型           | 数据源        | Reader(读) | Writer(写) |文档|
-| ------------ | ---------- | :-------: | :-------: |:-------: |
-| RDBMS 关系型数据库 | MySQL      |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md)|
-|              | Oracle     |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md)|
-|              | OceanBase  |     √     |     √     |[读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase)|
-|              | SQLServer  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md)|
-|              | PostgreSQL |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md)|
-|              | DRDS |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md)|
-|              | Apache Doris |          |     √     |[写](https://github.com/alibaba/DataX/blob/master/doriswriter/doc/doriswriter.md)|
-|              | StarRocks |          |     √     |[写](https://github.com/alibaba/DataX/blob/master/starrockswriter/doc/starrockswriter.md)|
-|              | 通用RDBMS(支持所有关系型数据库)         |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/rdbmsreader/doc/rdbmsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/rdbmswriter/doc/rdbmswriter.md)|
-| 阿里云数仓数据存储    | ODPS       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md)|
-|              | ADS        |           |     √     |[写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md)|
-|              | OSS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md)|
-|              | OCS        |           |     √     |[写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md)|
-| NoSQL数据存储    | OTS        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/otsreader/doc/otsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/otswriter/doc/otswriter.md)|
-|              | Hbase0.94  |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase094xreader/doc/hbase094xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase094xwriter/doc/hbase094xwriter.md)|
-|              | Hbase1.1   |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase11xreader/doc/hbase11xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xwriter/doc/hbase11xwriter.md)|
-|              | Phoenix4.x   |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase11xsqlreader/doc/hbase11xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xsqlwriter/doc/hbase11xsqlwriter.md)|
-|              | Phoenix5.x   |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hbase20xsqlreader/doc/hbase20xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase20xsqlwriter/doc/hbase20xsqlwriter.md)|
-|              | MongoDB    |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/mongodbreader/doc/mongodbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mongodbwriter/doc/mongodbwriter.md)|
-|              | Hive       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)|
-|              | Cassandra       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/cassandrareader/doc/cassandrareader.md) 、[写](https://github.com/alibaba/DataX/blob/master/cassandrawriter/doc/cassandrawriter.md)|
-| 无结构化数据存储     | TxtFile    |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/txtfilereader/doc/txtfilereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/txtfilewriter/doc/txtfilewriter.md)|
-|              | FTP        |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/ftpreader/doc/ftpreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ftpwriter/doc/ftpwriter.md)|
-|              | HDFS       |     √     |     √     |[读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)|
-|              | Elasticsearch       |         |     √     |[写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md)|
-| 时间序列数据库 | OpenTSDB | √ |  |[读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md)|
-|  | TSDB | √ | √ |[读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md)|
-|  | TDengine | √ | √ |[读](https://github.com/alibaba/DataX/blob/master/tdenginereader/doc/tdenginereader-CN.md) 、[写](https://github.com/alibaba/DataX/blob/master/tdenginewriter/doc/tdenginewriter-CN.md)|
+| 类型 | 数据源 | Reader(读) |Writer(写)| 文档 |
+|--------------|---------------------------|:---------:|:-------:|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
+| RDBMS 关系型数据库 | MySQL  |√|√| [读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md) |
+| | Oracle  |√|√| [读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md) |
+| | OceanBase  |√|√| [读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) |
+| | SQLServer  |√|√| [读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md) |
+| | PostgreSQL  |√|√| [读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md) |
+| | DRDS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md) |
+| | Kingbase  |√|√| [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md) |
+| | 通用RDBMS(支持所有关系型数据库)  |√|√| [读](https://github.com/alibaba/DataX/blob/master/rdbmsreader/doc/rdbmsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/rdbmswriter/doc/rdbmswriter.md) |
+| 阿里云数仓数据存储 | ODPS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md) |
+| | ADS | |√| [写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md) |
+| | OSS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md) |
+| | OCS | |√| [写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md) |
+| | Hologres | |√| [写](https://github.com/alibaba/DataX/blob/master/hologresjdbcwriter/doc/hologresjdbcwriter.md) |
+| | AnalyticDB For PostgreSQL | |√| 写 |
+| 阿里云中间件 | datahub  |√|√| 读 、写 |
+| | SLS  |√|√| 读 、写 |
+| 阿里云图数据库 | GDB  |√|√| [读](https://github.com/alibaba/DataX/blob/master/gdbreader/doc/gdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/gdbwriter/doc/gdbwriter.md) |
+| NoSQL数据存储 | OTS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/otsreader/doc/otsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/otswriter/doc/otswriter.md) |
+| | Hbase0.94  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hbase094xreader/doc/hbase094xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase094xwriter/doc/hbase094xwriter.md) |
+| | Hbase1.1  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hbase11xreader/doc/hbase11xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xwriter/doc/hbase11xwriter.md) |
+| | Phoenix4.x  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hbase11xsqlreader/doc/hbase11xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xsqlwriter/doc/hbase11xsqlwriter.md) |
+| | Phoenix5.x  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hbase20xsqlreader/doc/hbase20xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase20xsqlwriter/doc/hbase20xsqlwriter.md) |
+| | MongoDB  |√|√| [读](https://github.com/alibaba/DataX/blob/master/mongodbreader/doc/mongodbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mongodbwriter/doc/mongodbwriter.md) |
+| | Cassandra  |√|√| [读](https://github.com/alibaba/DataX/blob/master/cassandrareader/doc/cassandrareader.md) 、[写](https://github.com/alibaba/DataX/blob/master/cassandrawriter/doc/cassandrawriter.md) |
+| 数仓数据存储 | StarRocks  |√|√| 读 、[写](https://github.com/alibaba/DataX/blob/master/starrockswriter/doc/starrockswriter.md) |
+| | ApacheDoris | |√| [写](https://github.com/alibaba/DataX/blob/master/doriswriter/doc/doriswriter.md) |
+| | ClickHouse | |√| 写|
+| | Hive  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) |
+| | kudu  | |√| [写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) |
+| 无结构化数据存储 | TxtFile  |√|√| [读](https://github.com/alibaba/DataX/blob/master/txtfilereader/doc/txtfilereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/txtfilewriter/doc/txtfilewriter.md) |
+| | FTP  |√|√| [读](https://github.com/alibaba/DataX/blob/master/ftpreader/doc/ftpreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ftpwriter/doc/ftpwriter.md) |
+| | HDFS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) |
+| | Elasticsearch | |√| [写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md) |
+| 时间序列数据库 | OpenTSDB  |√| | [读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md) |
+| | TSDB  |√|√| [读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md) |
+| | TDengine  |√|√| [读](https://github.com/alibaba/DataX/blob/master/tdenginereader/doc/tdenginereader-CN.md) 、[写](https://github.com/alibaba/DataX/blob/master/tdenginewriter/doc/tdenginewriter-CN.md) |
 
 # 阿里云DataWorks数据集成
 
@@ -97,6 +105,9 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 
 DataX 后续计划月度迭代更新，也欢迎感兴趣的同学提交 Pull requests，月度更新内容会介绍介绍如下。
 
+- [datax_v202210]（https://github.com/alibaba/DataX/releases/tag/datax_v202210)
+  - 涉及通道能力更新（OceanBase、Tdengine、Doris等）
+
 - [datax_v202209]（https://github.com/alibaba/DataX/releases/tag/datax_v202209)
     - 涉及通道能力更新（MaxCompute、Datahub、SLS等）、安全漏洞更新、通用打包更新等
 
diff --git a/userGuid.md b/userGuid.md
index 16771a5e..876bae99 100644
--- a/userGuid.md
+++ b/userGuid.md
@@ -17,7 +17,7 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 * 工具部署
   
-  * 方法一、直接下载DataX工具包：[DataX下载地址](http://datax-opensource.oss-cn-hangzhou.aliyuncs.com/datax.tar.gz)
+  * 方法一、直接下载DataX工具包：[DataX下载地址](https://datax-opensource.oss-cn-hangzhou.aliyuncs.com/202210/datax.tar.gz)
     
     下载后解压至本地某个目录，进入bin目录，即可运行同步作业：
     

From 4102dea9a0eaef3fed46be85e2413b512b929fe1 Mon Sep 17 00:00:00 2001
From: "dylan.lu" <lubetter@gmail.com>
Date: Tue, 8 Nov 2022 10:25:22 +0800
Subject: [PATCH 219/251] Update README.md
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

描述文案修正
---
 README.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 40e2df58..46bbe03c 100644
--- a/README.md
+++ b/README.md
@@ -6,7 +6,7 @@
 DataX 是阿里云 [DataWorks数据集成](https://www.aliyun.com/product/bigdata/ide) 的开源版本，在阿里巴巴集团内被广泛使用的离线数据同步工具/平台。DataX 实现了包括 MySQL、Oracle、OceanBase、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、Hologres、DRDS 等各种异构数据源之间高效的数据同步功能。
 
 # DataX 商业版本
-阿里云DataWorks数据集成是DataX团队在阿里云上的商业化产品，致力于提供复杂网络环境下、丰富的异构数据源之间高速稳定的数据移动能力，以及繁杂业务背景下的数据同步解决方案。目前已经支持云上近3000家客户，单日同步数据超过3万亿条。DataWorks数据集成目前支持离线50+种数据源，可以进行整库迁移、批量上云、增量同步、分库分表等各类同步解决方案。2020年更新实时同步能力，2020年更新实时同步能力，支持10+种数据源的读写任意组合。提供MySQL，Oracle等多种数据源到阿里云MaxCompute，Hologres等大数据引擎的一键全增量同步解决方案。
+阿里云DataWorks数据集成是DataX团队在阿里云上的商业化产品，致力于提供复杂网络环境下、丰富的异构数据源之间高速稳定的数据移动能力，以及繁杂业务背景下的数据同步解决方案。目前已经支持云上近3000家客户，单日同步数据超过3万亿条。DataWorks数据集成目前支持离线50+种数据源，可以进行整库迁移、批量上云、增量同步、分库分表等各类同步解决方案。2020年更新实时同步能力，支持10+种数据源的读写任意组合。提供MySQL，Oracle等多种数据源到阿里云MaxCompute，Hologres等大数据引擎的一键全增量同步解决方案。
 
 商业版本参见：  https://www.aliyun.com/product/bigdata/ide
 

From ed117381d2d5255c1955a0fa53587792d13d4ef1 Mon Sep 17 00:00:00 2001
From: ZoroWu <wwj198886@hotmail.com>
Date: Fri, 11 Nov 2022 15:01:18 +0800
Subject: [PATCH 220/251] Update postgresqlreader.md

---
 postgresqlreader/doc/postgresqlreader.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/postgresqlreader/doc/postgresqlreader.md b/postgresqlreader/doc/postgresqlreader.md
index 02c354ab..93ad463f 100644
--- a/postgresqlreader/doc/postgresqlreader.md
+++ b/postgresqlreader/doc/postgresqlreader.md
@@ -177,7 +177,7 @@ PostgresqlReader插件实现了从PostgreSQL读取数据。在底层实现上，
 
 * **splitPk**
 
-	* 描述：PostgresqlReader进行数据抽取时，如果指定splitPk，表示用户希望使用splitPk代表的字段进行数据分片，DataX因此会启动并发任务进行数据同步，这样可以大大提供数据同步的效能。
+	* 描述：PostgresqlReader进行数据抽取时，如果指定splitPk，表示用户希望使用splitPk代表的字段进行数据分片，DataX因此会启动并发任务进行数据同步，这样可以大大提高数据同步的效能。
 
 	  推荐splitPk用户使用表主键，因为表主键通常情况下比较均匀，因此切分出来的分片也不容易出现数据热点。
 

From 27964108aac5cf1fc960d34d427bb38f40c33340 Mon Sep 17 00:00:00 2001
From: "shaojin.wensj" <shaojin.wensj@alibaba-inc.com>
Date: Mon, 14 Nov 2022 22:28:26 +0800
Subject: [PATCH 221/251] update fastjson version

---
 .../adswriter/insert/AdsClientProxy.java      |  2 +-
 .../CassandraReaderHelper.java                |  2 +-
 .../CassandraWriterHelper.java                | 12 +++++------
 .../clickhousewriter/ClickhouseWriter.java    |  4 ++--
 common/pom.xml                                |  4 ++--
 .../alibaba/datax/common/element/Column.java  |  2 +-
 .../datax/common/util/Configuration.java      |  6 +++---
 .../alibaba/datax/core/job/JobContainer.java  |  2 +-
 .../communication/CommunicationTool.java      |  2 +-
 .../plugin/task/StdoutPluginCollector.java    |  2 +-
 .../plugin/task/util/DirtyRecord.java         |  2 +-
 .../core/taskgroup/TaskGroupContainer.java    |  2 +-
 .../core/transport/record/DefaultRecord.java  |  2 +-
 .../datahubreader/DatahubClientHelper.java    |  4 ++--
 .../datahubwriter/DatahubClientHelper.java    |  4 ++--
 .../writer/datahubwriter/DatahubWriter.java   |  2 +-
 .../writer/doriswriter/DorisJsonCodec.java    |  2 +-
 .../doriswriter/DorisStreamLoadObserver.java  |  2 +-
 .../ElasticSearchClient.java                  |  4 ++--
 .../ElasticSearchWriter.java                  | 20 +++++++++----------
 .../elasticsearchwriter/JsonPathUtil.java     |  2 +-
 .../writer/elasticsearchwriter/JsonUtil.java  |  6 +++---
 .../writer/elasticsearchwriter/Key.java       |  4 ++--
 .../writer/ftpwriter/util/SftpHelperImpl.java |  6 +++---
 .../ftpwriter/util/StandardFtpHelperImpl.java |  6 +++---
 .../gdbwriter/mapping/DefaultGdbMapper.java   |  4 ++--
 .../writer/gdbwriter/util/ConfigHelper.java   |  4 ++--
 .../hbase094xreader/Hbase094xHelper.java      |  4 ++--
 .../hbase094xwriter/Hbase094xHelper.java      |  4 ++--
 .../reader/hbase11xreader/Hbase11xHelper.java |  4 ++--
 .../hbase11xsqlreader/HbaseSQLHelper.java     |  4 ++--
 .../hbase11xsqlwriter/HbaseSQLHelper.java     |  4 ++--
 .../writer/hbase11xwriter/Hbase11xHelper.java |  4 ++--
 .../plugin/reader/hdfsreader/DFSUtil.java     |  4 ++--
 .../plugin/writer/hdfswriter/HdfsHelper.java  |  4 ++--
 .../writer/hologresjdbcwriter/BaseWriter.java |  4 ++--
 .../writer/kudu11xwriter/Kudu11xHelper.java   |  2 +-
 .../reader/loghubreader/LogHubReader.java     |  2 +-
 .../reader/mongodbreader/MongoDBReader.java   |  6 +++---
 .../writer/mongodbwriter/MongoDBWriter.java   |  6 +++---
 .../oceanbasev10reader/ext/ReaderJob.java     |  2 +-
 .../OceanBaseV10Writer.java                   |  2 +-
 .../plugin/reader/odpsreader/OdpsReader.java  |  2 +-
 .../plugin/reader/odpsreader/ReaderProxy.java |  6 +++---
 .../plugin/writer/odpswriter/OdpsWriter.java  |  6 +++---
 .../writer/odpswriter/OdpsWriterProxy.java    |  6 +++---
 .../odpswriter/util/CustomPartitionUtils.java |  2 +-
 opentsdbreader/pom.xml                        |  8 ++------
 .../plugin/reader/conn/DataPoint4TSDB.java    |  2 +-
 .../reader/conn/OpenTSDBConnection.java       |  2 +-
 .../plugin/reader/conn/OpenTSDBDump.java      |  2 +-
 .../reader/opentsdbreader/OpenTSDBReader.java |  2 +-
 .../datax/plugin/reader/util/HttpUtils.java   |  2 +-
 .../datax/plugin/reader/util/TSDBUtils.java   |  2 +-
 .../plugin/reader/ossreader/OssReader.java    |  4 ++--
 .../ossreader/util/HdfsParquetUtil.java       |  4 ++--
 .../reader/ossreader/util/OssSplitUtil.java   |  4 ++--
 .../plugin/writer/osswriter/OssWriter.java    |  2 +-
 .../osswriter/parquet/ParquetFileSupport.java |  6 +++---
 .../osswriter/util/HdfsParquetUtil.java       |  4 ++--
 .../reader/util/SingleTableSplitUtil.java     |  2 +-
 .../reader/ColumnEntry.java                   |  2 +-
 .../reader/UnstructuredStorageReaderUtil.java |  6 +++---
 .../reader/split/UnstructuredSplitUtil.java   |  2 +-
 .../util/ColumnTypeUtil.java                  |  4 ++--
 .../writer/TextCsvWriterManager.java          |  4 ++--
 pom.xml                                       |  6 +++---
 starrockswriter/pom.xml                       |  6 +++---
 .../manager/StarRocksStreamLoadVisitor.java   |  2 +-
 .../row/StarRocksJsonSerializer.java          |  2 +-
 .../reader/streamreader/StreamReader.java     |  2 +-
 tsdbreader/pom.xml                            |  8 ++------
 .../plugin/reader/tsdbreader/TSDBReader.java  |  2 +-
 .../conn/DataPoint4MultiFieldsTSDB.java       |  2 +-
 .../tsdbreader/conn/DataPoint4TSDB.java       |  2 +-
 .../tsdbreader/conn/TSDBConnection.java       |  2 +-
 .../reader/tsdbreader/conn/TSDBDump.java      |  8 +++++---
 .../reader/tsdbreader/util/HttpUtils.java     |  2 +-
 tsdbwriter/pom.xml                            |  8 ++------
 .../plugin/writer/conn/DataPoint4TSDB.java    |  2 +-
 .../plugin/writer/conn/TSDBConnection.java    |  2 +-
 .../writer/tsdbwriter/TSDBConverter.java      |  2 +-
 .../datax/plugin/writer/util/HttpUtils.java   |  2 +-
 .../datax/plugin/writer/util/TSDBUtils.java   |  2 +-
 84 files changed, 153 insertions(+), 165 deletions(-)

diff --git a/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/insert/AdsClientProxy.java b/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/insert/AdsClientProxy.java
index 8fdc70d6..326b464d 100644
--- a/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/insert/AdsClientProxy.java
+++ b/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/insert/AdsClientProxy.java
@@ -18,7 +18,7 @@ import com.alibaba.datax.plugin.writer.adswriter.AdsWriterErrorCode;
 import com.alibaba.datax.plugin.writer.adswriter.ads.TableInfo;
 import com.alibaba.datax.plugin.writer.adswriter.util.Constant;
 import com.alibaba.datax.plugin.writer.adswriter.util.Key;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.tuple.Pair;
 import org.slf4j.Logger;
diff --git a/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java b/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java
index 0a4e83fa..4c6af18e 100644
--- a/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java
+++ b/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java
@@ -23,7 +23,7 @@ import com.alibaba.datax.common.element.StringColumn;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import com.datastax.driver.core.Cluster;
 import com.datastax.driver.core.CodecRegistry;
diff --git a/cassandrawriter/src/main/java/com/alibaba/datax/plugin/writer/cassandrawriter/CassandraWriterHelper.java b/cassandrawriter/src/main/java/com/alibaba/datax/plugin/writer/cassandrawriter/CassandraWriterHelper.java
index b68af281..5ac392b7 100644
--- a/cassandrawriter/src/main/java/com/alibaba/datax/plugin/writer/cassandrawriter/CassandraWriterHelper.java
+++ b/cassandrawriter/src/main/java/com/alibaba/datax/plugin/writer/cassandrawriter/CassandraWriterHelper.java
@@ -18,10 +18,10 @@ import java.util.UUID;
 
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONException;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONException;
+import com.alibaba.fastjson2.JSONObject;
 
 import com.datastax.driver.core.BoundStatement;
 import com.datastax.driver.core.CodecRegistry;
@@ -204,7 +204,7 @@ public class CassandraWriterHelper {
 
     case MAP: {
       Map m = new HashMap();
-      for (JSONObject.Entry e : ((JSONObject)jsonObject).entrySet()) {
+      for (Map.Entry e : ((JSONObject)jsonObject).entrySet()) {
         Object k = parseFromString((String) e.getKey(), type.getTypeArguments().get(0));
         Object v = parseFromJson(e.getValue(), type.getTypeArguments().get(1));
         m.put(k,v);
@@ -233,7 +233,7 @@ public class CassandraWriterHelper {
     case UDT: {
       UDTValue t = ((UserType) type).newValue();
       UserType userType = t.getType();
-      for (JSONObject.Entry e : ((JSONObject)jsonObject).entrySet()) {
+      for (Map.Entry e : ((JSONObject)jsonObject).entrySet()) {
         DataType eleType = userType.getFieldType((String)e.getKey());
         t.set((String)e.getKey(), parseFromJson(e.getValue(), eleType), registry.codecFor(eleType).getJavaType());
       }
diff --git a/clickhousewriter/src/main/java/com/alibaba/datax/plugin/writer/clickhousewriter/ClickhouseWriter.java b/clickhousewriter/src/main/java/com/alibaba/datax/plugin/writer/clickhousewriter/ClickhouseWriter.java
index 31ffdfec..83c421ee 100644
--- a/clickhousewriter/src/main/java/com/alibaba/datax/plugin/writer/clickhousewriter/ClickhouseWriter.java
+++ b/clickhousewriter/src/main/java/com/alibaba/datax/plugin/writer/clickhousewriter/ClickhouseWriter.java
@@ -10,8 +10,8 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
 import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.rdbms.writer.CommonRdbmsWriter;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
 
 import java.sql.Array;
 import java.sql.Connection;
diff --git a/common/pom.xml b/common/pom.xml
index eafdb5da..59d7073d 100755
--- a/common/pom.xml
+++ b/common/pom.xml
@@ -17,8 +17,8 @@
             <artifactId>commons-lang3</artifactId>
         </dependency>
         <dependency>
-            <groupId>com.alibaba</groupId>
-            <artifactId>fastjson</artifactId>
+            <groupId>com.alibaba.fastjson2</groupId>
+            <artifactId>fastjson2</artifactId>
         </dependency>
         <dependency>
             <groupId>commons-io</groupId>
diff --git a/common/src/main/java/com/alibaba/datax/common/element/Column.java b/common/src/main/java/com/alibaba/datax/common/element/Column.java
index 2e093a7a..13cfc7de 100755
--- a/common/src/main/java/com/alibaba/datax/common/element/Column.java
+++ b/common/src/main/java/com/alibaba/datax/common/element/Column.java
@@ -1,6 +1,6 @@
 package com.alibaba.datax.common.element;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import java.math.BigDecimal;
 import java.math.BigInteger;
diff --git a/common/src/main/java/com/alibaba/datax/common/util/Configuration.java b/common/src/main/java/com/alibaba/datax/common/util/Configuration.java
index cd88e84a..c1194532 100755
--- a/common/src/main/java/com/alibaba/datax/common/util/Configuration.java
+++ b/common/src/main/java/com/alibaba/datax/common/util/Configuration.java
@@ -3,8 +3,8 @@ package com.alibaba.datax.common.util;
 import com.alibaba.datax.common.exception.CommonErrorCode;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.spi.ErrorCode;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.serializer.SerializerFeature;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONWriter;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.CharUtils;
 import org.apache.commons.lang3.StringUtils;
@@ -586,7 +586,7 @@ public class Configuration {
 	 */
 	public String beautify() {
 		return JSON.toJSONString(this.getInternal(),
-				SerializerFeature.PrettyFormat);
+				JSONWriter.Feature.PrettyFormat);
 	}
 
 	/**
diff --git a/core/src/main/java/com/alibaba/datax/core/job/JobContainer.java b/core/src/main/java/com/alibaba/datax/core/job/JobContainer.java
index 26b2989f..49f5a0a1 100755
--- a/core/src/main/java/com/alibaba/datax/core/job/JobContainer.java
+++ b/core/src/main/java/com/alibaba/datax/core/job/JobContainer.java
@@ -27,7 +27,7 @@ import com.alibaba.datax.core.util.container.ClassLoaderSwapper;
 import com.alibaba.datax.core.util.container.CoreConstant;
 import com.alibaba.datax.core.util.container.LoadUtil;
 import com.alibaba.datax.dataxservice.face.domain.enums.ExecuteMode;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang.StringUtils;
 import org.apache.commons.lang.Validate;
 import org.slf4j.Logger;
diff --git a/core/src/main/java/com/alibaba/datax/core/statistics/communication/CommunicationTool.java b/core/src/main/java/com/alibaba/datax/core/statistics/communication/CommunicationTool.java
index 51a601ae..1815ea02 100755
--- a/core/src/main/java/com/alibaba/datax/core/statistics/communication/CommunicationTool.java
+++ b/core/src/main/java/com/alibaba/datax/core/statistics/communication/CommunicationTool.java
@@ -2,7 +2,7 @@ package com.alibaba.datax.core.statistics.communication;
 
 import com.alibaba.datax.common.statistics.PerfTrace;
 import com.alibaba.datax.common.util.StrUtil;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang.Validate;
 
 import java.text.DecimalFormat;
diff --git a/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/StdoutPluginCollector.java b/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/StdoutPluginCollector.java
index 8b2a8378..d88ad0a8 100755
--- a/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/StdoutPluginCollector.java
+++ b/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/StdoutPluginCollector.java
@@ -6,7 +6,7 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.core.statistics.communication.Communication;
 import com.alibaba.datax.core.util.container.CoreConstant;
 import com.alibaba.datax.core.statistics.plugin.task.util.DirtyRecord;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
diff --git a/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/util/DirtyRecord.java b/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/util/DirtyRecord.java
index 1b0d5238..caa4cb5b 100755
--- a/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/util/DirtyRecord.java
+++ b/core/src/main/java/com/alibaba/datax/core/statistics/plugin/task/util/DirtyRecord.java
@@ -4,7 +4,7 @@ import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.core.util.FrameworkErrorCode;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import java.math.BigDecimal;
 import java.math.BigInteger;
diff --git a/core/src/main/java/com/alibaba/datax/core/taskgroup/TaskGroupContainer.java b/core/src/main/java/com/alibaba/datax/core/taskgroup/TaskGroupContainer.java
index c30c94d9..b4b45695 100755
--- a/core/src/main/java/com/alibaba/datax/core/taskgroup/TaskGroupContainer.java
+++ b/core/src/main/java/com/alibaba/datax/core/taskgroup/TaskGroupContainer.java
@@ -27,7 +27,7 @@ import com.alibaba.datax.core.util.TransformerUtil;
 import com.alibaba.datax.core.util.container.CoreConstant;
 import com.alibaba.datax.core.util.container.LoadUtil;
 import com.alibaba.datax.dataxservice.face.domain.enums.State;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.Validate;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
diff --git a/core/src/main/java/com/alibaba/datax/core/transport/record/DefaultRecord.java b/core/src/main/java/com/alibaba/datax/core/transport/record/DefaultRecord.java
index c78a2a87..1dfa02e8 100755
--- a/core/src/main/java/com/alibaba/datax/core/transport/record/DefaultRecord.java
+++ b/core/src/main/java/com/alibaba/datax/core/transport/record/DefaultRecord.java
@@ -5,7 +5,7 @@ import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.core.util.ClassSize;
 import com.alibaba.datax.core.util.FrameworkErrorCode;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import java.util.ArrayList;
 import java.util.HashMap;
diff --git a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubClientHelper.java b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubClientHelper.java
index 6f601fb4..2b7bcec4 100644
--- a/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubClientHelper.java
+++ b/datahubreader/src/main/java/com/alibaba/datax/plugin/reader/datahubreader/DatahubClientHelper.java
@@ -1,8 +1,8 @@
 package com.alibaba.datax.plugin.reader.datahubreader;
 
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import com.aliyun.datahub.client.DatahubClient;
 import com.aliyun.datahub.client.DatahubClientBuilder;
 import com.aliyun.datahub.client.auth.Account;
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubClientHelper.java b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubClientHelper.java
index 2d94212c..c25d1210 100644
--- a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubClientHelper.java
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubClientHelper.java
@@ -3,8 +3,8 @@ package com.alibaba.datax.plugin.writer.datahubwriter;
 import org.apache.commons.lang3.StringUtils;
 
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import com.aliyun.datahub.client.DatahubClient;
 import com.aliyun.datahub.client.DatahubClientBuilder;
 import com.aliyun.datahub.client.auth.Account;
diff --git a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriter.java b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriter.java
index f6dc1105..cd414fc5 100644
--- a/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriter.java
+++ b/datahubwriter/src/main/java/com/alibaba/datax/plugin/writer/datahubwriter/DatahubWriter.java
@@ -8,7 +8,7 @@ import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.DataXCaseEnvUtil;
 import com.alibaba.datax.common.util.RetryUtil;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import com.aliyun.datahub.client.DatahubClient;
 import com.aliyun.datahub.client.model.FieldType;
 import com.aliyun.datahub.client.model.GetTopicResult;
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
index e6c05733..68abd9eb 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisJsonCodec.java
@@ -1,7 +1,7 @@
 package com.alibaba.datax.plugin.writer.doriswriter;
 
 import com.alibaba.datax.common.element.Record;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import java.util.HashMap;
 import java.util.List;
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
index 3e4db6cf..6fae7201 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
@@ -1,6 +1,6 @@
 package com.alibaba.datax.plugin.writer.doriswriter;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.codec.binary.Base64;
 import org.apache.http.HttpEntity;
 import org.apache.http.client.config.RequestConfig;
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java
index 12ac3dd9..869c33b9 100644
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java
@@ -5,8 +5,8 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.writer.elasticsearchwriter.jest.ClusterInfo;
 import com.alibaba.datax.plugin.writer.elasticsearchwriter.jest.ClusterInfoResult;
 import com.alibaba.datax.plugin.writer.elasticsearchwriter.jest.PutMapping7;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
 import com.google.gson.Gson;
 import com.google.gson.JsonElement;
 import com.google.gson.JsonObject;
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriter.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriter.java
index 6236e333..2c8ed2d0 100644
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriter.java
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchWriter.java
@@ -9,11 +9,11 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.DataXCaseEnvUtil;
 import com.alibaba.datax.common.util.RetryUtil;
 import com.alibaba.datax.plugin.writer.elasticsearchwriter.Key.ActionType;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
-import com.alibaba.fastjson.TypeReference;
-import com.alibaba.fastjson.serializer.SerializerFeature;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
+import com.alibaba.fastjson2.TypeReference;
+import com.alibaba.fastjson2.JSONWriter;
 import com.google.common.base.Joiner;
 import io.searchbox.client.JestResult;
 import io.searchbox.core.*;
@@ -927,9 +927,8 @@ public class ElasticSearchWriter extends Writer {
                             Index.Builder builder = null;
                             if (this.enableWriteNull) {
                                 builder = new Index.Builder(
-                                        JSONObject.toJSONString(data, SerializerFeature.WriteMapNullValue,
-                                                SerializerFeature.QuoteFieldNames, SerializerFeature.SkipTransientField,
-                                                SerializerFeature.WriteEnumUsingToString, SerializerFeature.SortField));
+                                        JSONObject.toJSONString(data, JSONWriter.Feature.WriteMapNullValue,
+                                                JSONWriter.Feature.WriteEnumUsingToString));
                             } else {
                                 builder = new Index.Builder(JSONObject.toJSONString(data));
                             }
@@ -958,9 +957,8 @@ public class ElasticSearchWriter extends Writer {
                             if (this.enableWriteNull) {
                                 // write: {a:"1",b:null}
                             update = new Update.Builder(
-                                    JSONObject.toJSONString(updateDoc, SerializerFeature.WriteMapNullValue,
-                                            SerializerFeature.QuoteFieldNames, SerializerFeature.SkipTransientField,
-                                            SerializerFeature.WriteEnumUsingToString, SerializerFeature.SortField));
+                                    JSONObject.toJSONString(updateDoc, JSONWriter.Feature.WriteMapNullValue,
+                                            JSONWriter.Feature.WriteEnumUsingToString));
                             // 在DEFAULT_GENERATE_FEATURE基础上，只增加了SerializerFeature.WRITE_MAP_NULL_FEATURES
                             } else {
                                 // write: {"a":"1"}
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonPathUtil.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonPathUtil.java
index 49703435..e7619e7c 100644
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonPathUtil.java
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonPathUtil.java
@@ -2,7 +2,7 @@ package com.alibaba.datax.plugin.writer.elasticsearchwriter;
 
 import java.util.List;
 
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSONObject;
 
 public class JsonPathUtil {
 
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonUtil.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonUtil.java
index e73c87be..ad6c01be 100644
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonUtil.java
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/JsonUtil.java
@@ -1,8 +1,8 @@
 package com.alibaba.datax.plugin.writer.elasticsearchwriter;
 
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONException;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONException;
+import com.alibaba.fastjson2.JSONObject;
 
 /**
  * @author bozu
diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/Key.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/Key.java
index af197711..fcaac935 100644
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/Key.java
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/Key.java
@@ -1,8 +1,8 @@
 package com.alibaba.datax.plugin.writer.elasticsearchwriter;
 
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 
 import org.apache.commons.lang3.StringUtils;
 
diff --git a/ftpwriter/src/main/java/com/alibaba/datax/plugin/writer/ftpwriter/util/SftpHelperImpl.java b/ftpwriter/src/main/java/com/alibaba/datax/plugin/writer/ftpwriter/util/SftpHelperImpl.java
index e6d78629..e748f12c 100644
--- a/ftpwriter/src/main/java/com/alibaba/datax/plugin/writer/ftpwriter/util/SftpHelperImpl.java
+++ b/ftpwriter/src/main/java/com/alibaba/datax/plugin/writer/ftpwriter/util/SftpHelperImpl.java
@@ -14,8 +14,8 @@ import org.slf4j.LoggerFactory;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.plugin.writer.ftpwriter.FtpWriterErrorCode;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.serializer.SerializerFeature;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONWriter;
 import com.jcraft.jsch.ChannelSftp;
 import com.jcraft.jsch.JSch;
 import com.jcraft.jsch.JSchException;
@@ -251,7 +251,7 @@ public class SftpHelperImpl implements IFtpHelper {
             @SuppressWarnings("rawtypes")
             Vector allFiles = this.channelSftp.ls(dir);
             LOG.debug(String.format("ls: %s", JSON.toJSONString(allFiles,
-                    SerializerFeature.UseSingleQuotes)));
+                    JSONWriter.Feature.UseSingleQuotes)));
             for (int i = 0; i < allFiles.size(); i++) {
                 LsEntry le = (LsEntry) allFiles.get(i);
                 String strName = le.getFilename();
diff --git a/ftpwriter/src/main/java/com/alibaba/datax/plugin/writer/ftpwriter/util/StandardFtpHelperImpl.java b/ftpwriter/src/main/java/com/alibaba/datax/plugin/writer/ftpwriter/util/StandardFtpHelperImpl.java
index 8999b0a8..d5b9a746 100644
--- a/ftpwriter/src/main/java/com/alibaba/datax/plugin/writer/ftpwriter/util/StandardFtpHelperImpl.java
+++ b/ftpwriter/src/main/java/com/alibaba/datax/plugin/writer/ftpwriter/util/StandardFtpHelperImpl.java
@@ -18,8 +18,8 @@ import org.slf4j.LoggerFactory;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.plugin.writer.ftpwriter.FtpWriterErrorCode;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.serializer.SerializerFeature;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONWriter;
 
 public class StandardFtpHelperImpl implements IFtpHelper {
     private static final Logger LOG = LoggerFactory
@@ -244,7 +244,7 @@ public class StandardFtpHelperImpl implements IFtpHelper {
             FTPFile[] fs = this.ftpClient.listFiles(dir);
             // LOG.debug(JSON.toJSONString(this.ftpClient.listNames(dir)));
             LOG.debug(String.format("ls: %s",
-                    JSON.toJSONString(fs, SerializerFeature.UseSingleQuotes)));
+                    JSON.toJSONString(fs, JSONWriter.Feature.UseSingleQuotes)));
             for (FTPFile ff : fs) {
                 String strName = ff.getName();
                 if (strName.startsWith(prefixFileName)) {
diff --git a/gdbwriter/src/main/java/com/alibaba/datax/plugin/writer/gdbwriter/mapping/DefaultGdbMapper.java b/gdbwriter/src/main/java/com/alibaba/datax/plugin/writer/gdbwriter/mapping/DefaultGdbMapper.java
index 73a94cf5..2c015879 100644
--- a/gdbwriter/src/main/java/com/alibaba/datax/plugin/writer/gdbwriter/mapping/DefaultGdbMapper.java
+++ b/gdbwriter/src/main/java/com/alibaba/datax/plugin/writer/gdbwriter/mapping/DefaultGdbMapper.java
@@ -19,8 +19,8 @@ import com.alibaba.datax.plugin.writer.gdbwriter.Key;
 import com.alibaba.datax.plugin.writer.gdbwriter.model.GdbEdge;
 import com.alibaba.datax.plugin.writer.gdbwriter.model.GdbElement;
 import com.alibaba.datax.plugin.writer.gdbwriter.model.GdbVertex;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
 
 import lombok.extern.slf4j.Slf4j;
 
diff --git a/gdbwriter/src/main/java/com/alibaba/datax/plugin/writer/gdbwriter/util/ConfigHelper.java b/gdbwriter/src/main/java/com/alibaba/datax/plugin/writer/gdbwriter/util/ConfigHelper.java
index 178b5e7c..644f8898 100644
--- a/gdbwriter/src/main/java/com/alibaba/datax/plugin/writer/gdbwriter/util/ConfigHelper.java
+++ b/gdbwriter/src/main/java/com/alibaba/datax/plugin/writer/gdbwriter/util/ConfigHelper.java
@@ -12,8 +12,8 @@ import org.apache.commons.lang3.StringUtils;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.writer.gdbwriter.GdbWriterErrorCode;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
 
 /**
  * @author jerrywang
diff --git a/hbase094xreader/src/main/java/com/alibaba/datax/plugin/reader/hbase094xreader/Hbase094xHelper.java b/hbase094xreader/src/main/java/com/alibaba/datax/plugin/reader/hbase094xreader/Hbase094xHelper.java
index c3e2a212..b9f16b17 100644
--- a/hbase094xreader/src/main/java/com/alibaba/datax/plugin/reader/hbase094xreader/Hbase094xHelper.java
+++ b/hbase094xreader/src/main/java/com/alibaba/datax/plugin/reader/hbase094xreader/Hbase094xHelper.java
@@ -2,8 +2,8 @@ package com.alibaba.datax.plugin.reader.hbase094xreader;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.Validate;
 import org.apache.hadoop.fs.Path;
diff --git a/hbase094xwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase094xwriter/Hbase094xHelper.java b/hbase094xwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase094xwriter/Hbase094xHelper.java
index f671d31d..00b128f3 100644
--- a/hbase094xwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase094xwriter/Hbase094xHelper.java
+++ b/hbase094xwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase094xwriter/Hbase094xHelper.java
@@ -2,8 +2,8 @@ package com.alibaba.datax.plugin.writer.hbase094xwriter;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.Validate;
 import org.apache.hadoop.fs.Path;
diff --git a/hbase11xreader/src/main/java/com/alibaba/datax/plugin/reader/hbase11xreader/Hbase11xHelper.java b/hbase11xreader/src/main/java/com/alibaba/datax/plugin/reader/hbase11xreader/Hbase11xHelper.java
index 643072a9..82ad7122 100644
--- a/hbase11xreader/src/main/java/com/alibaba/datax/plugin/reader/hbase11xreader/Hbase11xHelper.java
+++ b/hbase11xreader/src/main/java/com/alibaba/datax/plugin/reader/hbase11xreader/Hbase11xHelper.java
@@ -2,8 +2,8 @@ package com.alibaba.datax.plugin.reader.hbase11xreader;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.Validate;
 import org.apache.hadoop.hbase.HBaseConfiguration;
diff --git a/hbase11xsqlreader/src/main/java/com/alibaba/datax/plugin/reader/hbase11xsqlreader/HbaseSQLHelper.java b/hbase11xsqlreader/src/main/java/com/alibaba/datax/plugin/reader/hbase11xsqlreader/HbaseSQLHelper.java
index 5309d1d9..71665a6b 100644
--- a/hbase11xsqlreader/src/main/java/com/alibaba/datax/plugin/reader/hbase11xsqlreader/HbaseSQLHelper.java
+++ b/hbase11xsqlreader/src/main/java/com/alibaba/datax/plugin/reader/hbase11xsqlreader/HbaseSQLHelper.java
@@ -2,8 +2,8 @@ package com.alibaba.datax.plugin.reader.hbase11xsqlreader;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import org.apache.hadoop.hbase.HConstants;
 import org.apache.hadoop.hbase.util.Pair;
 import org.apache.hadoop.mapreduce.InputSplit;
diff --git a/hbase11xsqlwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase11xsqlwriter/HbaseSQLHelper.java b/hbase11xsqlwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase11xsqlwriter/HbaseSQLHelper.java
index 41e57d4e..d1b23fdf 100644
--- a/hbase11xsqlwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase11xsqlwriter/HbaseSQLHelper.java
+++ b/hbase11xsqlwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase11xsqlwriter/HbaseSQLHelper.java
@@ -2,8 +2,8 @@ package com.alibaba.datax.plugin.writer.hbase11xsqlwriter;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import org.apache.hadoop.hbase.TableName;
 import org.apache.hadoop.hbase.client.Admin;
 import org.apache.hadoop.hbase.util.Pair;
diff --git a/hbase11xwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase11xwriter/Hbase11xHelper.java b/hbase11xwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase11xwriter/Hbase11xHelper.java
index 94b13b60..2889b647 100644
--- a/hbase11xwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase11xwriter/Hbase11xHelper.java
+++ b/hbase11xwriter/src/main/java/com/alibaba/datax/plugin/writer/hbase11xwriter/Hbase11xHelper.java
@@ -2,8 +2,8 @@ package com.alibaba.datax.plugin.writer.hbase11xwriter;
 
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.Validate;
 import org.apache.hadoop.hbase.HBaseConfiguration;
diff --git a/hdfsreader/src/main/java/com/alibaba/datax/plugin/reader/hdfsreader/DFSUtil.java b/hdfsreader/src/main/java/com/alibaba/datax/plugin/reader/hdfsreader/DFSUtil.java
index c39d3847..4bfe5d1b 100644
--- a/hdfsreader/src/main/java/com/alibaba/datax/plugin/reader/hdfsreader/DFSUtil.java
+++ b/hdfsreader/src/main/java/com/alibaba/datax/plugin/reader/hdfsreader/DFSUtil.java
@@ -8,8 +8,8 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.ColumnEntry;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderErrorCode;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderUtil;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.hadoop.fs.FSDataInputStream;
 import org.apache.hadoop.fs.FileStatus;
diff --git a/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsHelper.java b/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsHelper.java
index 1ecdb578..a9e157b7 100644
--- a/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsHelper.java
+++ b/hdfswriter/src/main/java/com/alibaba/datax/plugin/writer/hdfswriter/HdfsHelper.java
@@ -8,8 +8,8 @@ import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.unstructuredstorage.util.ColumnTypeUtil;
 import com.alibaba.datax.plugin.unstructuredstorage.util.HdfsUtil;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
 import com.google.common.collect.Lists;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.Validate;
diff --git a/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/BaseWriter.java b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/BaseWriter.java
index 2c390bcb..89df08b1 100644
--- a/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/BaseWriter.java
+++ b/hologresjdbcwriter/src/main/java/com/alibaba/datax/plugin/writer/hologresjdbcwriter/BaseWriter.java
@@ -15,8 +15,8 @@ import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
 import com.alibaba.datax.plugin.writer.hologresjdbcwriter.util.ConfLoader;
 import com.alibaba.datax.plugin.writer.hologresjdbcwriter.util.OriginalConfPretreatmentUtil;
 import com.alibaba.datax.plugin.writer.hologresjdbcwriter.util.WriterUtil;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
 import com.alibaba.hologres.client.HoloClient;
 import com.alibaba.hologres.client.HoloConfig;
 import com.alibaba.hologres.client.Put;
diff --git a/kuduwriter/src/main/java/com/q1/datax/plugin/writer/kudu11xwriter/Kudu11xHelper.java b/kuduwriter/src/main/java/com/q1/datax/plugin/writer/kudu11xwriter/Kudu11xHelper.java
index cf1b0f8f..558693ff 100644
--- a/kuduwriter/src/main/java/com/q1/datax/plugin/writer/kudu11xwriter/Kudu11xHelper.java
+++ b/kuduwriter/src/main/java/com/q1/datax/plugin/writer/kudu11xwriter/Kudu11xHelper.java
@@ -3,7 +3,7 @@ package com.q1.datax.plugin.writer.kudu11xwriter;
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.Validate;
 import org.apache.kudu.ColumnSchema;
diff --git a/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReader.java b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReader.java
index f25fbc61..c52ef62d 100644
--- a/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReader.java
+++ b/loghubreader/src/main/java/com/alibaba/datax/plugin/reader/loghubreader/LogHubReader.java
@@ -8,7 +8,7 @@ import com.alibaba.datax.common.spi.Reader;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.DataXCaseEnvUtil;
 import com.alibaba.datax.common.util.RetryUtil;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSONObject;
 import com.aliyun.openservices.log.Client;
 import com.aliyun.openservices.log.common.Consts.CursorMode;
 import com.aliyun.openservices.log.common.*;
diff --git a/mongodbreader/src/main/java/com/alibaba/datax/plugin/reader/mongodbreader/MongoDBReader.java b/mongodbreader/src/main/java/com/alibaba/datax/plugin/reader/mongodbreader/MongoDBReader.java
index ba7f07f4..4d129a5a 100644
--- a/mongodbreader/src/main/java/com/alibaba/datax/plugin/reader/mongodbreader/MongoDBReader.java
+++ b/mongodbreader/src/main/java/com/alibaba/datax/plugin/reader/mongodbreader/MongoDBReader.java
@@ -18,9 +18,9 @@ import com.alibaba.datax.common.spi.Reader;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.reader.mongodbreader.util.CollectionSplitUtil;
 import com.alibaba.datax.plugin.reader.mongodbreader.util.MongoUtil;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
 
 import com.google.common.base.Joiner;
 import com.google.common.base.Strings;
diff --git a/mongodbwriter/src/main/java/com/alibaba/datax/plugin/writer/mongodbwriter/MongoDBWriter.java b/mongodbwriter/src/main/java/com/alibaba/datax/plugin/writer/mongodbwriter/MongoDBWriter.java
index 66c75078..76f35a40 100644
--- a/mongodbwriter/src/main/java/com/alibaba/datax/plugin/writer/mongodbwriter/MongoDBWriter.java
+++ b/mongodbwriter/src/main/java/com/alibaba/datax/plugin/writer/mongodbwriter/MongoDBWriter.java
@@ -7,9 +7,9 @@ import com.alibaba.datax.common.spi.Writer;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.writer.Key;
 import com.alibaba.datax.plugin.writer.mongodbwriter.util.MongoUtil;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
 import com.google.common.base.Strings;
 import com.mongodb.*;
 import com.mongodb.client.MongoCollection;
diff --git a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
index 642c99fe..2d60d0c6 100644
--- a/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
+++ b/oceanbasev10reader/src/main/java/com/alibaba/datax/plugin/reader/oceanbasev10reader/ext/ReaderJob.java
@@ -10,7 +10,7 @@ import com.alibaba.datax.plugin.rdbms.reader.Constant;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.OceanBaseReader;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.ObReaderUtils;
 import com.alibaba.datax.plugin.reader.oceanbasev10reader.util.PartitionSplitUtil;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSONObject;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
diff --git a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
index 62656843..3bcc1019 100644
--- a/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
+++ b/oceanbasev10writer/src/main/java/com/alibaba/datax/plugin/writer/oceanbasev10writer/OceanBaseV10Writer.java
@@ -12,7 +12,7 @@ import com.alibaba.datax.plugin.rdbms.writer.util.WriterUtil;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.task.ConcurrentTableWriterTask;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.DbUtils;
 import com.alibaba.datax.plugin.writer.oceanbasev10writer.util.ObWriterUtils;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSONObject;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
index d7ea6b1c..206b0135 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
@@ -7,7 +7,7 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.FilterUtil;
 import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.plugin.reader.odpsreader.util.*;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import com.aliyun.odps.Column;
 import com.aliyun.odps.Odps;
 import com.aliyun.odps.Table;
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java
index 1d56d191..c2e88eba 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/ReaderProxy.java
@@ -6,7 +6,7 @@ import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.plugin.reader.odpsreader.util.OdpsUtil;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import com.aliyun.odps.Column;
 import com.aliyun.odps.OdpsType;
 import com.aliyun.odps.data.*;
@@ -200,7 +200,7 @@ public class ReaderProxy {
         }
         if (IS_DEBUG) {
             LOG.debug(String.format("partition value details: %s",
-                    com.alibaba.fastjson.JSON.toJSONString(partitionMap)));
+                    com.alibaba.fastjson2.JSON.toJSONString(partitionMap)));
         }
         return partitionMap;
     }
@@ -212,7 +212,7 @@ public class ReaderProxy {
         // it's will never happen, but add this checking
         if (!partitionMap.containsKey(partitionColumnName)) {
             String errorMessage = MESSAGE_SOURCE.message("readerproxy.3",
-                    com.alibaba.fastjson.JSON.toJSONString(partitionMap),
+                    com.alibaba.fastjson2.JSON.toJSONString(partitionMap),
                     partitionColumnName);
             throw DataXException.asDataXException(
                     OdpsReaderErrorCode.READ_DATA_FAIL, errorMessage);
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java
index c82fcef4..06476463 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java
@@ -12,9 +12,9 @@ import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.plugin.writer.odpswriter.model.PartitionInfo;
 import com.alibaba.datax.plugin.writer.odpswriter.model.UserDefinedFunction;
 import com.alibaba.datax.plugin.writer.odpswriter.util.*;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
 import com.aliyun.odps.Odps;
 import com.aliyun.odps.Table;
 import com.aliyun.odps.TableSchema;
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterProxy.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterProxy.java
index 221aca79..e7c95be1 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterProxy.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriterProxy.java
@@ -6,9 +6,9 @@ import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.MessageSource;
 import com.alibaba.datax.plugin.writer.odpswriter.util.OdpsUtil;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
 import com.aliyun.odps.OdpsType;
 import com.aliyun.odps.TableSchema;
 import com.aliyun.odps.data.ArrayRecord;
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/CustomPartitionUtils.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/CustomPartitionUtils.java
index 51ad45a1..6153a820 100644
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/CustomPartitionUtils.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/CustomPartitionUtils.java
@@ -4,7 +4,7 @@ import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.writer.odpswriter.model.PartitionInfo;
 import com.alibaba.datax.plugin.writer.odpswriter.model.UserDefinedFunction;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import com.google.common.base.Joiner;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
diff --git a/opentsdbreader/pom.xml b/opentsdbreader/pom.xml
index 83d7c424..b10fba02 100644
--- a/opentsdbreader/pom.xml
+++ b/opentsdbreader/pom.xml
@@ -44,10 +44,6 @@
                     <artifactId>slf4j-log4j12</artifactId>
                     <groupId>org.slf4j</groupId>
                 </exclusion>
-                <exclusion>
-                    <artifactId>fastjson</artifactId>
-                    <groupId>com.alibaba</groupId>
-                </exclusion>
                 <exclusion>
                     <artifactId>commons-math3</artifactId>
                     <groupId>org.apache.commons</groupId>
@@ -89,8 +85,8 @@
 
         <!-- json -->
         <dependency>
-            <groupId>com.alibaba</groupId>
-            <artifactId>fastjson</artifactId>
+            <groupId>com.alibaba.fastjson2</groupId>
+            <artifactId>fastjson2</artifactId>
         </dependency>
 
         <!-- opentsdb -->
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DataPoint4TSDB.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DataPoint4TSDB.java
index 64c124ae..e8a84fb2 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DataPoint4TSDB.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/DataPoint4TSDB.java
@@ -1,6 +1,6 @@
 package com.alibaba.datax.plugin.reader.conn;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import java.util.Map;
 
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBConnection.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBConnection.java
index 939a856f..49ba5fb3 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBConnection.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBConnection.java
@@ -2,7 +2,7 @@ package com.alibaba.datax.plugin.reader.conn;
 
 import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.plugin.reader.util.TSDBUtils;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 
 import java.util.List;
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBDump.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBDump.java
index 009aa100..6f3c551a 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBDump.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/conn/OpenTSDBDump.java
@@ -1,7 +1,7 @@
 package com.alibaba.datax.plugin.reader.conn;
 
 import com.alibaba.datax.common.plugin.RecordSender;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import net.opentsdb.core.TSDB;
 import net.opentsdb.utils.Config;
 
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReader.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReader.java
index 4cd0476e..7790a2b1 100755
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReader.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/opentsdbreader/OpenTSDBReader.java
@@ -6,7 +6,7 @@ import com.alibaba.datax.common.spi.Reader;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.reader.conn.OpenTSDBConnection;
 import com.alibaba.datax.plugin.reader.util.TimeUtils;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 import org.joda.time.DateTime;
 import org.slf4j.Logger;
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/HttpUtils.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/HttpUtils.java
index cbd0d7ca..fa82b634 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/HttpUtils.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/HttpUtils.java
@@ -1,6 +1,6 @@
 package com.alibaba.datax.plugin.reader.util;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.http.client.fluent.Content;
 import org.apache.http.client.fluent.Request;
 import org.apache.http.entity.ContentType;
diff --git a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TSDBUtils.java b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TSDBUtils.java
index bbfb75cb..9f1e38d5 100644
--- a/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TSDBUtils.java
+++ b/opentsdbreader/src/main/java/com/alibaba/datax/plugin/reader/util/TSDBUtils.java
@@ -1,7 +1,7 @@
 package com.alibaba.datax.plugin.reader.util;
 
 import com.alibaba.datax.plugin.reader.conn.DataPoint4TSDB;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
diff --git a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssReader.java b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssReader.java
index 62a1f81f..9b76c53e 100755
--- a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssReader.java
+++ b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/OssReader.java
@@ -12,8 +12,8 @@ import com.alibaba.datax.plugin.unstructuredstorage.FileFormat;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderUtil;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.binaryFileUtil.BinaryFileReaderUtil;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.split.StartEndPair;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import com.aliyun.oss.ClientException;
 import com.aliyun.oss.OSSClient;
 import com.aliyun.oss.OSSException;
diff --git a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/HdfsParquetUtil.java b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/HdfsParquetUtil.java
index f332bb95..3012c84a 100644
--- a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/HdfsParquetUtil.java
+++ b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/HdfsParquetUtil.java
@@ -2,8 +2,8 @@ package com.alibaba.datax.plugin.reader.ossreader.util;
 
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.reader.ossreader.Key;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
 
 /**
  * @Author: guxuan
diff --git a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/OssSplitUtil.java b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/OssSplitUtil.java
index 760d8d5f..6ba80999 100644
--- a/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/OssSplitUtil.java
+++ b/ossreader/src/main/java/com/alibaba/datax/plugin/reader/ossreader/util/OssSplitUtil.java
@@ -7,8 +7,8 @@ import com.alibaba.datax.plugin.unstructuredstorage.reader.Key;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderErrorCode;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.split.StartEndPair;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.split.UnstructuredSplitUtil;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
 import com.aliyun.oss.OSSClient;
 import com.aliyun.oss.model.GetObjectRequest;
 import com.aliyun.oss.model.OSSObject;
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriter.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriter.java
index a8aec0e6..f96a8e01 100644
--- a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriter.java
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/OssWriter.java
@@ -14,7 +14,7 @@ import com.alibaba.datax.plugin.unstructuredstorage.writer.binaryFileUtil.Binary
 import com.alibaba.datax.plugin.writer.hdfswriter.HdfsWriter;
 import com.alibaba.datax.plugin.writer.osswriter.util.HandlerUtil;
 import com.alibaba.datax.plugin.writer.osswriter.util.HdfsParquetUtil;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import com.aliyun.oss.model.*;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.StringUtils;
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileSupport.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileSupport.java
index 9daa5a7f..c3ff777c 100644
--- a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileSupport.java
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/parquet/ParquetFileSupport.java
@@ -5,9 +5,9 @@ import com.alibaba.datax.common.element.Record;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.alibaba.datax.plugin.unstructuredstorage.writer.Key;
 import com.alibaba.datax.plugin.writer.osswriter.Constant;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONArray;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONArray;
+import com.alibaba.fastjson2.JSONObject;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.hadoop.conf.Configuration;
 import org.slf4j.Logger;
diff --git a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HdfsParquetUtil.java b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HdfsParquetUtil.java
index ccd3aa35..dc102dac 100644
--- a/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HdfsParquetUtil.java
+++ b/osswriter/src/main/java/com/alibaba/datax/plugin/writer/osswriter/util/HdfsParquetUtil.java
@@ -3,8 +3,8 @@ package com.alibaba.datax.plugin.writer.osswriter.util;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.writer.hdfswriter.HdfsWriter;
 import com.alibaba.datax.plugin.writer.osswriter.Key;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.Validate;
 import org.apache.hadoop.fs.FileSystem;
diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java
index 7e09cce5..10cfe795 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/SingleTableSplitUtil.java
@@ -5,7 +5,7 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.rdbms.reader.Constant;
 import com.alibaba.datax.plugin.rdbms.reader.Key;
 import com.alibaba.datax.plugin.rdbms.util.*;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import org.apache.commons.lang3.StringUtils;
 import org.apache.commons.lang3.tuple.ImmutablePair;
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/ColumnEntry.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/ColumnEntry.java
index ee3af816..c86bd206 100644
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/ColumnEntry.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/ColumnEntry.java
@@ -5,7 +5,7 @@ import java.text.SimpleDateFormat;
 
 import org.apache.commons.lang3.StringUtils;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 public class ColumnEntry {
     private Integer index;
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/UnstructuredStorageReaderUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/UnstructuredStorageReaderUtil.java
index 645971d0..afcad851 100755
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/UnstructuredStorageReaderUtil.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/UnstructuredStorageReaderUtil.java
@@ -5,9 +5,9 @@ import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.common.plugin.TaskPluginCollector;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
+import com.alibaba.fastjson2.TypeReference;
 import com.csvreader.CsvReader;
 import org.apache.commons.beanutils.BeanUtils;
 import io.airlift.compress.snappy.SnappyCodec;
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/UnstructuredSplitUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/UnstructuredSplitUtil.java
index 8087ed63..4e42583d 100644
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/UnstructuredSplitUtil.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/reader/split/UnstructuredSplitUtil.java
@@ -5,7 +5,7 @@ import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.common.util.RangeSplitUtil;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.Key;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.UnstructuredStorageReaderErrorCode;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.io.FileUtils;
 import org.apache.commons.lang3.tuple.ImmutableTriple;
 import org.apache.commons.lang3.tuple.Triple;
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/ColumnTypeUtil.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/ColumnTypeUtil.java
index 8215bc36..a03bf07e 100644
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/ColumnTypeUtil.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/util/ColumnTypeUtil.java
@@ -2,8 +2,8 @@ package com.alibaba.datax.plugin.unstructuredstorage.util;
 
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.unstructuredstorage.reader.ColumnEntry;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONObject;
 
 import java.util.ArrayList;
 import java.util.List;
diff --git a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/TextCsvWriterManager.java b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/TextCsvWriterManager.java
index 167a7a87..4a9b9197 100644
--- a/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/TextCsvWriterManager.java
+++ b/plugin-unstructured-storage-util/src/main/java/com/alibaba/datax/plugin/unstructuredstorage/writer/TextCsvWriterManager.java
@@ -6,8 +6,8 @@ import java.util.HashMap;
 import java.util.List;
 
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.TypeReference;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.TypeReference;
 import org.apache.commons.beanutils.BeanUtils;
 import org.apache.commons.io.IOUtils;
 import org.apache.commons.lang3.StringUtils;
diff --git a/pom.xml b/pom.xml
index 6f9383d1..b4b8883e 100644
--- a/pom.xml
+++ b/pom.xml
@@ -22,7 +22,7 @@
         <commons-lang3-version>3.3.2</commons-lang3-version>
         <commons-configuration-version>1.10</commons-configuration-version>
         <commons-cli-version>1.2</commons-cli-version>
-        <fastjson-version>1.1.46.sec10</fastjson-version>
+        <fastjson-version>2.0.19</fastjson-version>
         <guava-version>16.0.1</guava-version>
         <diamond.version>3.7.2.1-SNAPSHOT</diamond.version>
 
@@ -135,8 +135,8 @@
                 <version>${commons-lang3-version}</version>
             </dependency>
             <dependency>
-                <groupId>com.alibaba</groupId>
-                <artifactId>fastjson</artifactId>
+                <groupId>com.alibaba.fastjson2</groupId>
+                <artifactId>fastjson2</artifactId>
                 <version>${fastjson-version}</version>
             </dependency>
             <!--<dependency>
diff --git a/starrockswriter/pom.xml b/starrockswriter/pom.xml
index 9fb9b147..5d2982f7 100755
--- a/starrockswriter/pom.xml
+++ b/starrockswriter/pom.xml
@@ -62,9 +62,9 @@
             <version>4.5.3</version>
         </dependency>
         <dependency>
-            <groupId>com.alibaba</groupId>
-            <artifactId>fastjson</artifactId>
-            <version>1.2.75</version>
+            <groupId>com.alibaba.fastjson2</groupId>
+            <artifactId>fastjson2</artifactId>
+            <version>2.0.15</version>
         </dependency>
 		<dependency>
             <groupId>mysql</groupId>
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
index 6bbbba1f..b3671556 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/manager/StarRocksStreamLoadVisitor.java
@@ -6,7 +6,7 @@ import java.net.URL;
 import java.nio.ByteBuffer;
 import java.nio.charset.StandardCharsets;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import com.starrocks.connector.datax.plugin.writer.starrockswriter.StarRocksWriterOptions;
 import com.starrocks.connector.datax.plugin.writer.starrockswriter.row.StarRocksDelimiterParser;
 
diff --git a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java
index 60faa1be..f235a08d 100644
--- a/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java
+++ b/starrockswriter/src/main/java/com/starrocks/connector/datax/plugin/writer/starrockswriter/row/StarRocksJsonSerializer.java
@@ -5,7 +5,7 @@ import java.util.List;
 import java.util.Map;
 
 import com.alibaba.datax.common.element.Record;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 public class StarRocksJsonSerializer extends StarRocksBaseSerializer implements StarRocksISerializer {
 
diff --git a/streamreader/src/main/java/com/alibaba/datax/plugin/reader/streamreader/StreamReader.java b/streamreader/src/main/java/com/alibaba/datax/plugin/reader/streamreader/StreamReader.java
index e3b86659..6b8c55bc 100755
--- a/streamreader/src/main/java/com/alibaba/datax/plugin/reader/streamreader/StreamReader.java
+++ b/streamreader/src/main/java/com/alibaba/datax/plugin/reader/streamreader/StreamReader.java
@@ -5,7 +5,7 @@ import com.alibaba.datax.common.exception.DataXException;
 import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.common.spi.Reader;
 import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.fastjson.JSONObject;
+import com.alibaba.fastjson2.JSONObject;
 
 import org.apache.commons.lang3.RandomStringUtils;
 import org.apache.commons.lang3.RandomUtils;
diff --git a/tsdbreader/pom.xml b/tsdbreader/pom.xml
index d707fe41..4b3f58c6 100644
--- a/tsdbreader/pom.xml
+++ b/tsdbreader/pom.xml
@@ -41,10 +41,6 @@
                     <artifactId>slf4j-log4j12</artifactId>
                     <groupId>org.slf4j</groupId>
                 </exclusion>
-                <exclusion>
-                    <artifactId>fastjson</artifactId>
-                    <groupId>com.alibaba</groupId>
-                </exclusion>
                 <exclusion>
                     <artifactId>commons-math3</artifactId>
                     <groupId>org.apache.commons</groupId>
@@ -86,8 +82,8 @@
 
         <!-- json -->
         <dependency>
-            <groupId>com.alibaba</groupId>
-            <artifactId>fastjson</artifactId>
+            <groupId>com.alibaba.fastjson2</groupId>
+            <artifactId>fastjson2</artifactId>
         </dependency>
 
         <!-- time -->
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java
index 550a010a..1f8c3d18 100755
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/TSDBReader.java
@@ -6,7 +6,7 @@ import com.alibaba.datax.common.spi.Reader;
 import com.alibaba.datax.common.util.Configuration;
 import com.alibaba.datax.plugin.reader.tsdbreader.conn.TSDBConnection;
 import com.alibaba.datax.plugin.reader.tsdbreader.util.TimeUtils;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 import org.joda.time.DateTime;
 import org.slf4j.Logger;
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/DataPoint4MultiFieldsTSDB.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/DataPoint4MultiFieldsTSDB.java
index 5b380c73..3e8d43d4 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/DataPoint4MultiFieldsTSDB.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/DataPoint4MultiFieldsTSDB.java
@@ -1,6 +1,6 @@
 package com.alibaba.datax.plugin.reader.tsdbreader.conn;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import java.util.Map;
 
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/DataPoint4TSDB.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/DataPoint4TSDB.java
index 5c5c1349..8724bfbb 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/DataPoint4TSDB.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/DataPoint4TSDB.java
@@ -1,6 +1,6 @@
 package com.alibaba.datax.plugin.reader.tsdbreader.conn;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import java.util.Map;
 
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java
index d466da39..479c16c1 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBConnection.java
@@ -2,7 +2,7 @@ package com.alibaba.datax.plugin.reader.tsdbreader.conn;
 
 import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.plugin.reader.tsdbreader.util.TSDBUtils;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 
 import java.util.List;
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java
index c911a062..05b9c5c2 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/conn/TSDBDump.java
@@ -4,8 +4,10 @@ import com.alibaba.datax.common.element.*;
 import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.plugin.reader.tsdbreader.Constant;
 import com.alibaba.datax.plugin.reader.tsdbreader.util.HttpUtils;
-import com.alibaba.fastjson.JSON;
-import com.alibaba.fastjson.parser.Feature;
+import com.alibaba.fastjson2.JSON;
+import com.alibaba.fastjson2.JSONReader;
+import com.alibaba.fastjson2.JSONReader.Feature;
+import com.alibaba.fastjson2.JSONWriter;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
@@ -29,7 +31,7 @@ final class TSDBDump {
     private static final String QUERY_MULTI_FIELD = "/api/mquery";
 
     static {
-        JSON.DEFAULT_PARSER_FEATURE &= ~Feature.UseBigDecimal.getMask();
+        JSON.config(Feature.UseBigDecimalForDoubles);
     }
 
     private TSDBDump() {
diff --git a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java
index 5cba4e54..af81988c 100644
--- a/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java
+++ b/tsdbreader/src/main/java/com/alibaba/datax/plugin/reader/tsdbreader/util/HttpUtils.java
@@ -1,6 +1,6 @@
 package com.alibaba.datax.plugin.reader.tsdbreader.util;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.http.client.fluent.Content;
 import org.apache.http.client.fluent.Request;
diff --git a/tsdbwriter/pom.xml b/tsdbwriter/pom.xml
index 72215651..9f997123 100644
--- a/tsdbwriter/pom.xml
+++ b/tsdbwriter/pom.xml
@@ -38,10 +38,6 @@
                     <artifactId>slf4j-log4j12</artifactId>
                     <groupId>org.slf4j</groupId>
                 </exclusion>
-                <exclusion>
-                    <artifactId>fastjson</artifactId>
-                    <groupId>com.alibaba</groupId>
-                </exclusion>
                 <exclusion>
                     <artifactId>commons-math3</artifactId>
                     <groupId>org.apache.commons</groupId>
@@ -83,8 +79,8 @@
 
         <!-- json -->
         <dependency>
-            <groupId>com.alibaba</groupId>
-            <artifactId>fastjson</artifactId>
+            <groupId>com.alibaba.fastjson2</groupId>
+            <artifactId>fastjson2</artifactId>
         </dependency>
 
         <!-- tsdb -->
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/DataPoint4TSDB.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/DataPoint4TSDB.java
index fee012df..b6e2d309 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/DataPoint4TSDB.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/DataPoint4TSDB.java
@@ -1,6 +1,6 @@
 package com.alibaba.datax.plugin.writer.conn;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import java.util.Map;
 
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java
index 074f0295..5266f5d9 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/conn/TSDBConnection.java
@@ -2,7 +2,7 @@ package com.alibaba.datax.plugin.writer.conn;
 
 import com.alibaba.datax.common.plugin.RecordSender;
 import com.alibaba.datax.plugin.writer.util.TSDBUtils;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 
 import java.util.List;
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java
index 86e35c56..9bde0c9e 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/tsdbwriter/TSDBConverter.java
@@ -2,7 +2,7 @@ package com.alibaba.datax.plugin.writer.tsdbwriter;
 
 import com.alibaba.datax.common.element.Column;
 import com.alibaba.datax.common.element.Record;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import com.aliyun.hitsdb.client.value.request.MultiFieldPoint;
 import com.aliyun.hitsdb.client.value.request.Point;
 import org.slf4j.Logger;
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java
index 29b14dab..97055adc 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/HttpUtils.java
@@ -1,6 +1,6 @@
 package com.alibaba.datax.plugin.writer.util;
 
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 import org.apache.http.client.fluent.Content;
 import org.apache.http.client.fluent.Request;
diff --git a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java
index d57c5935..83250b32 100644
--- a/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java
+++ b/tsdbwriter/src/main/java/com/alibaba/datax/plugin/writer/util/TSDBUtils.java
@@ -1,7 +1,7 @@
 package com.alibaba.datax.plugin.writer.util;
 
 import com.alibaba.datax.plugin.writer.conn.DataPoint4TSDB;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;

From 21ad5d0bf05af0845f89833827458ce82d7e5ae4 Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Tue, 15 Nov 2022 12:30:34 +0800
Subject: [PATCH 222/251] doris writer write error

doris writer write error
---
 doriswriter/doc/doriswriter.md                | 46 +++++++++----------
 .../doriswriter/DorisStreamLoadObserver.java  |  7 ++-
 2 files changed, 28 insertions(+), 25 deletions(-)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index ef5bbe37..cff7da1c 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -72,9 +72,9 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
 
 * **jdbcUrl**
 
-    - 描述：Doris 的 JDBC 连接串，用户执行 preSql 或 postSQL。
-    - 必选：是
-    - 默认值：无
+  - 描述：Doris 的 JDBC 连接串，用户执行 preSql 或 postSQL。
+  - 必选：是
+  - 默认值：无
 
 * **loadUrl**
 
@@ -84,31 +84,31 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
 
 * **username**
 
-    - 描述：访问Doris数据库的用户名
-    - 必选：是
-    - 默认值：无
-    
+  - 描述：访问Doris数据库的用户名
+  - 必选：是
+  - 默认值：无
+
 * **password**
-  
-    - 描述：访问Doris数据库的密码
-    - 必选：否
-    - 默认值：空
+
+  - 描述：访问Doris数据库的密码
+  - 必选：否
+  - 默认值：空
 
 * **connection.selectedDatabase**
-    - 描述：需要写入的Doris数据库名称。
-    - 必选：是
-    - 默认值：无
-    
+  - 描述：需要写入的Doris数据库名称。
+  - 必选：是
+  - 默认值：无
+
 * **connection.table**
   - 描述：需要写入的Doris表名称。
     - 必选：是
     - 默认值：无
-    
+
 * **column**
 
-    - 描述：目的表**需要写入数据**的字段，这些字段将作为生成的 Json 数据的字段名。字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。
-    - 必选：是
-    - 默认值：否
+  - 描述：目的表**需要写入数据**的字段，这些字段将作为生成的 Json 数据的字段名。字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。
+  - 必选：是
+  - 默认值：否
 
 * **preSql**
 
@@ -165,16 +165,16 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
 
 ```json
 "loadProps": {
-    "column_separator": "\\x01",
-    "row_delimiter": "\\x02"
+  "column_separator": "\\x01",
+  "line_delimiter": "\\x02"
 }
 ```
 
 如需更改导入格式为`json`， 则正确配置 `loadProps` 即可：
 ```json
 "loadProps": {
-    "format": "json",
-    "strip_outer_array": true
+  "format": "json",
+  "strip_outer_array": true
 }
 ```
 
diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
index 3e4db6cf..0d9ea92f 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
@@ -3,6 +3,7 @@ package com.alibaba.datax.plugin.writer.doriswriter;
 import com.alibaba.fastjson.JSON;
 import org.apache.commons.codec.binary.Base64;
 import org.apache.http.HttpEntity;
+import org.apache.http.HttpHeaders;
 import org.apache.http.client.config.RequestConfig;
 import org.apache.http.client.methods.CloseableHttpResponse;
 import org.apache.http.client.methods.HttpGet;
@@ -161,6 +162,8 @@ public class DorisStreamLoadObserver {
                 });
         try ( CloseableHttpClient httpclient = httpClientBuilder.build()) {
             HttpPut httpPut = new HttpPut(loadUrl);
+            httpPut.removeHeaders(HttpHeaders.CONTENT_LENGTH);
+            httpPut.removeHeaders(HttpHeaders.TRANSFER_ENCODING);
             List<String> cols = options.getColumns();
             if (null != cols && !cols.isEmpty() && Keys.StreamLoadFormat.CSV.equals(options.getStreamLoadFormat())) {
                 httpPut.setHeader("columns", String.join(",", cols.stream().map(f -> String.format("`%s`", f)).collect(Collectors.toList())));
@@ -172,9 +175,9 @@ public class DorisStreamLoadObserver {
             }
             httpPut.setHeader("Expect", "100-continue");
             httpPut.setHeader("label", label);
-            httpPut.setHeader("Content-Type", "application/x-www-form-urlencoded");
+            httpPut.setHeader("two_phase_commit", "false");
             httpPut.setHeader("Authorization", getBasicAuthHeader(options.getUsername(), options.getPassword()));
-            httpPut.setEntity(new ByteArrayEntity (data));
+            httpPut.setEntity(new ByteArrayEntity(data));
             httpPut.setConfig(RequestConfig.custom().setRedirectsEnabled(true).build());
             try ( CloseableHttpResponse resp = httpclient.execute(httpPut)) {
                 HttpEntity respEntity = getHttpEntity(resp);

From 1b3eb9c016ca65ec1213bdb0907456a4e5f4928b Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Tue, 15 Nov 2022 14:32:57 +0800
Subject: [PATCH 223/251] fix

---
 .../plugin/writer/doriswriter/DorisStreamLoadObserver.java      | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
index 0d9ea92f..efb3d9db 100644
--- a/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
+++ b/doriswriter/src/main/java/com/alibaba/datax/plugin/writer/doriswriter/DorisStreamLoadObserver.java
@@ -125,7 +125,7 @@ public class DorisStreamLoadObserver {
     private byte[] addRows(List<byte[]> rows, int totalBytes) {
         if (Keys.StreamLoadFormat.CSV.equals(options.getStreamLoadFormat())) {
             Map<String, Object> props = (options.getLoadProps() == null ? new HashMap<> () : options.getLoadProps());
-            byte[] lineDelimiter = DelimiterParser.parse((String)props.get("row_delimiter"), "\n").getBytes(StandardCharsets.UTF_8);
+            byte[] lineDelimiter = DelimiterParser.parse((String)props.get("line_delimiter"), "\n").getBytes(StandardCharsets.UTF_8);
             ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
             for (byte[] row : rows) {
                 bos.put(row);

From c7746ef6f18dd9407661db80d0187ca9520f466a Mon Sep 17 00:00:00 2001
From: "jiafeng.zhang" <zhangjf1@gmail.com>
Date: Thu, 17 Nov 2022 10:49:35 +0800
Subject: [PATCH 224/251] doris writer doc fix

doris writer doc fix
---
 doriswriter/doc/doriswriter.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/doriswriter/doc/doriswriter.md b/doriswriter/doc/doriswriter.md
index cff7da1c..58a688b8 100644
--- a/doriswriter/doc/doriswriter.md
+++ b/doriswriter/doc/doriswriter.md
@@ -125,7 +125,7 @@ DorisWriter 通过Doris原生支持Stream load方式导入数据， DorisWriter
 
 * **maxBatchRows**
 
-  - 描述：每批次导入数据的最大行数。和 **maxBatchSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+  - 描述：每批次导入数据的最大行数。和 **batchSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
   - 必选：否
   - 默认值：500000
 

From 8f6084e1e733472a0af8c38ecd6de92cdd37d987 Mon Sep 17 00:00:00 2001
From: gaoy121 <867837615@qq.com>
Date: Thu, 24 Nov 2022 18:08:14 +0800
Subject: [PATCH 225/251] =?UTF-8?q?=E8=AF=BB=E5=8F=96starrocks=E6=95=B0?=
 =?UTF-8?q?=E6=8D=AE=E6=8A=A5=E9=94=99BUG=E4=BF=AE=E5=A4=8D?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java  | 2 ++
 1 file changed, 2 insertions(+)

diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
index 6a35b5fd..5468ce06 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
@@ -68,6 +68,8 @@ public enum DataBaseType {
                 break;
             case Oscar:
                 break;
+            case StarRocks:
+                break;
             default:
                 throw DataXException.asDataXException(DBUtilErrorCode.UNSUPPORTED_TYPE, "unsupported database type.");
         }

From 70a5c1553054d6dbfd07dbc642ec9055564e5270 Mon Sep 17 00:00:00 2001
From: "shaojin.wensj" <shaojin.wensj@alibaba-inc.com>
Date: Wed, 30 Nov 2022 16:48:30 +0800
Subject: [PATCH 226/251] 2.0.15 -> 2.0.20

---
 starrockswriter/pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/starrockswriter/pom.xml b/starrockswriter/pom.xml
index 5d2982f7..877ebda9 100755
--- a/starrockswriter/pom.xml
+++ b/starrockswriter/pom.xml
@@ -64,7 +64,7 @@
         <dependency>
             <groupId>com.alibaba.fastjson2</groupId>
             <artifactId>fastjson2</artifactId>
-            <version>2.0.15</version>
+            <version>2.0.20</version>
         </dependency>
 		<dependency>
             <groupId>mysql</groupId>

From fe2805127b6b241ec727f9713e71097301774b29 Mon Sep 17 00:00:00 2001
From: KakaWanYifan <registermail@qq.com>
Date: Wed, 30 Nov 2022 20:53:04 +0800
Subject: [PATCH 227/251] =?UTF-8?q?=E6=B3=A8=E9=87=8A=E9=94=99=E8=AF=AF?=
 =?UTF-8?q?=EF=BC=8C=E5=BA=94=E8=AF=A5=E6=98=AF=EF=BC=9Ab=20=E5=BA=93?=
 =?UTF-8?q?=E4=B8=8A=E6=9C=89=E8=A1=A8=EF=BC=9A3,=204?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../com/alibaba/datax/core/container/util/JobAssignUtil.java    | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/core/src/main/java/com/alibaba/datax/core/container/util/JobAssignUtil.java b/core/src/main/java/com/alibaba/datax/core/container/util/JobAssignUtil.java
index 31ba60a4..cbd0d2a1 100755
--- a/core/src/main/java/com/alibaba/datax/core/container/util/JobAssignUtil.java
+++ b/core/src/main/java/com/alibaba/datax/core/container/util/JobAssignUtil.java
@@ -114,7 +114,7 @@ public final class JobAssignUtil {
      * 需要实现的效果通过例子来说是：
      * <pre>
      * a 库上有表：0, 1, 2
-     * a 库上有表：3, 4
+     * b 库上有表：3, 4
      * c 库上有表：5, 6, 7
      *
      * 如果有 4个 taskGroup

From 2a7e46ebd308711c7117fcc52a54e937013ad373 Mon Sep 17 00:00:00 2001
From: liutianyuan <tianyuan_liu@sina.cn>
Date: Fri, 9 Dec 2022 16:55:38 +0800
Subject: [PATCH 228/251] =?UTF-8?q?=20bug-fix:=E6=AD=A4=E5=A4=84=E5=BA=94?=
 =?UTF-8?q?=E8=AF=A5=E6=98=AF=E5=88=A4=E6=96=ADtableModeFlags=E4=B8=AD?=
 =?UTF-8?q?=E7=9A=84=E6=95=B0=E6=8D=AE=E6=98=AF=E5=90=A6=E4=B8=80=E8=87=B4?=
 =?UTF-8?q?=EF=BC=8C=E6=88=96=E8=80=85querySqlModeFlags=E4=B8=AD=E7=9A=84?=
 =?UTF-8?q?=E6=95=B0=E6=8D=AE=E6=98=AF=E5=90=A6=E4=B8=80=E8=87=B4=E3=80=82?=
 =?UTF-8?q?=E4=B8=8D=E8=BF=87=E7=90=86=E8=AE=BA=E4=B8=8A=E5=8F=AA=E5=88=A4?=
 =?UTF-8?q?=E6=96=AD=E5=85=B6=E4=B8=AD=E4=B8=80=E4=B8=AA=E5=B0=B1=E5=8F=AF?=
 =?UTF-8?q?=E4=BB=A5=E4=BA=86=E3=80=82?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../plugin/rdbms/reader/util/OriginalConfPretreatmentUtil.java  | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/OriginalConfPretreatmentUtil.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/OriginalConfPretreatmentUtil.java
index 3ac5f2af..ef3a876d 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/OriginalConfPretreatmentUtil.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/reader/util/OriginalConfPretreatmentUtil.java
@@ -261,7 +261,7 @@ public final class OriginalConfPretreatmentUtil {
 
         // 混合配制 table 和 querySql
         if (!ListUtil.checkIfValueSame(tableModeFlags)
-                || !ListUtil.checkIfValueSame(tableModeFlags)) {
+                || !ListUtil.checkIfValueSame(querySqlModeFlags)) {
             throw DataXException.asDataXException(DBUtilErrorCode.TABLE_QUERYSQL_MIXED,
                     "您配置凌乱了. 不能同时既配置table又配置querySql. 请检查您的配置并作出修改.");
         }

From 0e57dd6ad2111e21cd1379e32a9e3124ad023778 Mon Sep 17 00:00:00 2001
From: TaoZex <2633363995@qq.com>
Date: Sat, 17 Dec 2022 12:14:13 +0800
Subject: [PATCH 229/251] StarRocks doc typo

---
 starrockswriter/doc/starrockswriter.md | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/starrockswriter/doc/starrockswriter.md b/starrockswriter/doc/starrockswriter.md
index ba94e6af..6ebe3681 100644
--- a/starrockswriter/doc/starrockswriter.md
+++ b/starrockswriter/doc/starrockswriter.md
@@ -64,13 +64,13 @@ StarRocksWriter 插件实现了写入数据到 StarRocks 主库的目的表的
                         "column": ["k1", "k2", "v1", "v2"],
                         "preSql": [],
                         "postSql": [], 
-						"connection": [
-							{
-								"table": ["xxx"],
-								"jdbcUrl": "jdbc:mysql://172.28.17.100:9030/",
-								"selectedDatabase": "xxxx"
-							}
-						],
+                        "connection": [
+                            {
+                                "table": ["xxx"],
+                                "jdbcUrl": "jdbc:mysql://172.28.17.100:9030/",
+                                "selectedDatabase": "xxxx"
+                            }
+                        ],
                         "loadUrl": ["172.28.17.100:8030", "172.28.17.100:8030"],
                         "loadProps": {}
                     }

From d66da53a3b68c4ed83239f4f779fa206a98c2b09 Mon Sep 17 00:00:00 2001
From: lhx <763544867@qq.com>
Date: Sat, 17 Dec 2022 20:15:22 +0800
Subject: [PATCH 230/251] Update ftpwriter.md

---
 ftpwriter/doc/ftpwriter.md | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/ftpwriter/doc/ftpwriter.md b/ftpwriter/doc/ftpwriter.md
index 6b1b2687..a38a1052 100644
--- a/ftpwriter/doc/ftpwriter.md
+++ b/ftpwriter/doc/ftpwriter.md
@@ -24,7 +24,7 @@ FtpWriter实现了从DataX协议转为FTP文件功能，FTP文件本身是无结
 
 我们不能做到：
 
-1. 单个文件不能支持并发写入。
+1. 单个文件并发写入。
 
 
 ## 3 功能说明

From a8ec3af3879ae6d1aad015b93e988fecf314598d Mon Sep 17 00:00:00 2001
From: YanxinXue <YanxinXue@gmail.com>
Date: Tue, 27 Dec 2022 16:47:52 +0800
Subject: [PATCH 231/251] Update CassandraReaderHelper.java
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

去除列检查字段
---
 .../CassandraReaderHelper.java                | 20 -------------------
 1 file changed, 20 deletions(-)

diff --git a/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java b/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java
index 0a4e83fa..2e23aced 100644
--- a/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java
+++ b/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java
@@ -558,26 +558,6 @@ public class CassandraReaderHelper {
                 String.format(
                     "配置信息有错误.列信息中需要包含'%s'字段 .",Key.COLUMN_NAME));
       }
-      if( name.startsWith(Key.WRITE_TIME) ) {
-        String colName = name.substring(Key.WRITE_TIME.length(),name.length() - 1 );
-        ColumnMetadata col = tableMetadata.getColumn(colName);
-        if( col == null ) {
-          throw DataXException
-              .asDataXException(
-                  CassandraReaderErrorCode.CONF_ERROR,
-                  String.format(
-                      "配置信息有错误.列'%s'不存在 .",colName));
-        }
-      } else {
-        ColumnMetadata col = tableMetadata.getColumn(name);
-        if( col == null ) {
-          throw DataXException
-              .asDataXException(
-                  CassandraReaderErrorCode.CONF_ERROR,
-                  String.format(
-                      "配置信息有错误.列'%s'不存在 .",name));
-        }
-      }
     }
   }
 

From 32a11b9bb1348213124c41777498450b9cb8f72c Mon Sep 17 00:00:00 2001
From: iwinstar <chengmengmeng@gmail.com>
Date: Wed, 28 Dec 2022 16:03:05 +0800
Subject: [PATCH 232/251] add adbmysqlwriter plugin

---
 README.md                                     |   1 +
 adbmysqlwriter/doc/adbmysqlwriter.md          | 338 ++++++++++++++++++
 adbmysqlwriter/pom.xml                        |  79 ++++
 adbmysqlwriter/src/main/assembly/package.xml  |  35 ++
 .../writer/adbmysqlwriter/AdbMysqlWriter.java | 138 +++++++
 adbmysqlwriter/src/main/resources/plugin.json |   6 +
 .../main/resources/plugin_job_template.json   |  20 ++
 .../datax/plugin/rdbms/util/DataBaseType.java |   9 +
 pom.xml                                       |   1 +
 9 files changed, 627 insertions(+)
 create mode 100644 adbmysqlwriter/doc/adbmysqlwriter.md
 create mode 100755 adbmysqlwriter/pom.xml
 create mode 100755 adbmysqlwriter/src/main/assembly/package.xml
 create mode 100755 adbmysqlwriter/src/main/java/com/alibaba/datax/plugin/writer/adbmysqlwriter/AdbMysqlWriter.java
 create mode 100755 adbmysqlwriter/src/main/resources/plugin.json
 create mode 100644 adbmysqlwriter/src/main/resources/plugin_job_template.json

diff --git a/README.md b/README.md
index 46bbe03c..10fb9eb2 100644
--- a/README.md
+++ b/README.md
@@ -47,6 +47,7 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 | | Kingbase  |√|√| [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md) |
 | | 通用RDBMS(支持所有关系型数据库)  |√|√| [读](https://github.com/alibaba/DataX/blob/master/rdbmsreader/doc/rdbmsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/rdbmswriter/doc/rdbmswriter.md) |
 | 阿里云数仓数据存储 | ODPS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md) |
+| | ADB | |√| [写](https://github.com/alibaba/DataX/blob/master/adbmysqlwriter/doc/adbmysqlwriter.md) |
 | | ADS | |√| [写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md) |
 | | OSS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md) |
 | | OCS | |√| [写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md) |
diff --git a/adbmysqlwriter/doc/adbmysqlwriter.md b/adbmysqlwriter/doc/adbmysqlwriter.md
new file mode 100644
index 00000000..27ac6b10
--- /dev/null
+++ b/adbmysqlwriter/doc/adbmysqlwriter.md
@@ -0,0 +1,338 @@
+# DataX AdbMysqlWriter
+
+
+---
+
+
+## 1 快速介绍
+
+AdbMysqlWriter 插件实现了写入数据到 ADB MySQL 目的表的功能。在底层实现上， AdbMysqlWriter 通过 JDBC 连接远程 ADB MySQL 数据库，并执行相应的 `insert into ...` 或者 ( `replace into ...` ) 的 SQL 语句将数据写入 ADB MySQL，内部会分批次提交入库。
+
+AdbMysqlWriter 面向ETL开发工程师，他们使用 AdbMysqlWriter 从数仓导入数据到 ADB MySQL。同时 AdbMysqlWriter 亦可以作为数据迁移工具为DBA等用户提供服务。
+
+
+## 2 实现原理
+
+AdbMysqlWriter 通过 DataX 框架获取 Reader 生成的协议数据，AdbMysqlWriter 通过 JDBC 连接远程 ADB MySQL 数据库，并执行相应的 `insert into ...` 或者 ( `replace into ...` ) 的 SQL 语句将数据写入 ADB MySQL。
+
+
+* `insert into...`(遇到主键重复时会自动忽略当前写入数据，不做更新，作用等同于`insert ignore into`)
+
+##### 或者
+
+* `replace into...`(没有遇到主键/唯一性索引冲突时，与 insert into 行为一致，冲突时会用新行替换原有行所有字段) 的语句写入数据到 MySQL。出于性能考虑，采用了 `PreparedStatement + Batch`，并且设置了：`rewriteBatchedStatements=true`，将数据缓冲到线程上下文 Buffer 中，当 Buffer 累计到预定阈值时，才发起写入请求。
+
+<br />
+
+    注意：整个任务至少需要具备 `insert/replace into...` 的权限，是否需要其他权限，取决于你任务配置中在 preSql 和 postSql 中指定的语句。
+
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+* 这里使用一份从内存产生到 ADB MySQL 导入的数据。
+
+```json
+{
+    "job": {
+        "setting": {
+            "speed": {
+                "channel": 1
+            }
+        },
+        "content": [
+            {
+                 "reader": {
+                    "name": "streamreader",
+                    "parameter": {
+                        "column" : [
+                            {
+                                "value": "DataX",
+                                "type": "string"
+                            },
+                            {
+                                "value": 19880808,
+                                "type": "long"
+                            },
+                            {
+                                "value": "1988-08-08 08:08:08",
+                                "type": "date"
+                            },
+                            {
+                                "value": true,
+                                "type": "bool"
+                            },
+                            {
+                                "value": "test",
+                                "type": "bytes"
+                            }
+                        ],
+                        "sliceRecordCount": 1000
+                    }
+                },
+                "writer": {
+                    "name": "adbmysqlwriter",
+                    "parameter": {
+                        "writeMode": "replace",
+                        "username": "root",
+                        "password": "root",
+                        "column": [
+                            "*"
+                        ],
+                        "preSql": [
+                            "truncate table @table"
+                        ],
+                        "connection": [
+                            {
+                                "jdbcUrl": "jdbc:mysql://ip:port/database?useUnicode=true",
+                                "table": [
+                                    "test"
+                                ]
+                            }
+                        ]
+                    }
+                }
+            }
+        ]
+    }
+}
+
+```
+
+
+### 3.2 参数说明
+
+* **jdbcUrl**
+
+    * 描述：目的数据库的 JDBC 连接信息。作业运行时，DataX 会在你提供的 jdbcUrl 后面追加如下属性：yearIsDateType=false&zeroDateTimeBehavior=convertToNull&rewriteBatchedStatements=true
+
+               注意：1、在一个数据库上只能配置一个 jdbcUrl
+                    2、一个 AdbMySQL 写入任务仅能配置一个 jdbcUrl
+                    3、jdbcUrl按照MySQL官方规范，并可以填写连接附加控制信息，比如想指定连接编码为 gbk ，则在 jdbcUrl 后面追加属性 useUnicode=true&characterEncoding=gbk。具体请参看 Mysql官方文档或者咨询对应 DBA。
+
+ 	* 必选：是 <br />
+
+	* 默认值：无 <br />
+
+* **username**
+
+	* 描述：目的数据库的用户名 <br />
+
+	* 必选：是 <br />
+
+	* 默认值：无 <br />
+
+* **password**
+
+	* 描述：目的数据库的密码 <br />
+
+	* 必选：是 <br />
+
+	* 默认值：无 <br />
+
+* **table**
+
+	* 描述：目的表的表名称。只能配置一个 AdbMySQL 的表名称。
+
+               注意：table 和 jdbcUrl 必须包含在 connection 配置单元中
+
+	* 必选：是 <br />
+
+	* 默认值：无 <br />
+
+* **column**
+
+	* 描述：目的表需要写入数据的字段,字段之间用英文逗号分隔。例如: "column": ["id", "name", "age"]。如果要依次写入全部列，使用`*`表示, 例如: `"column": ["*"]`。
+
+			**column配置项必须指定，不能留空！**
+
+               注意：1、我们强烈不推荐你这样配置，因为当你目的表字段个数、类型等有改动时，你的任务可能运行不正确或者失败
+                    2、 column 不能配置任何常量值
+
+	* 必选：是 <br />
+
+	* 默认值：否 <br />
+
+* **session**
+
+	* 描述: DataX在获取 ADB MySQL 连接时，执行session指定的SQL语句，修改当前connection session属性
+
+	* 必须: 否
+
+	* 默认值: 空
+
+* **preSql**
+
+	* 描述：写入数据到目的表前，会先执行这里的标准语句。如果 Sql 中有你需要操作到的表名称，请使用 `@table` 表示，这样在实际执行 SQL 语句时，会对变量按照实际表名称进行替换。比如希望导入数据前，先对表中数据进行删除操作，那么你可以这样配置：`"preSql":["truncate table @table"]`，效果是：在执行到每个表写入数据前，会先执行对应的 `truncate table 对应表名称` <br />
+
+	* 必选：否 <br />
+
+	* 默认值：无 <br />
+
+* **postSql**
+
+	* 描述：写入数据到目的表后，会执行这里的标准语句。（原理同 preSql ） <br />
+
+	* 必选：否 <br />
+
+	* 默认值：无 <br />
+
+* **writeMode**
+
+	* 描述：控制写入数据到目标表采用 `insert into` 或者 `replace into` 或者 `ON DUPLICATE KEY UPDATE` 语句<br />
+
+	* 必选：是 <br />
+	
+	* 所有选项：insert/replace/update <br />
+
+	* 默认值：replace <br />
+
+* **batchSize**
+
+	* 描述：一次性批量提交的记录数大小，该值可以极大减少DataX与 Adb MySQL 的网络交互次数，并提升整体吞吐量。但是该值设置过大可能会造成DataX运行进程OOM情况。<br />
+
+	* 必选：否 <br />
+
+	* 默认值：2048 <br />
+
+
+### 3.3 类型转换
+
+目前 AdbMysqlWriter 支持大部分 MySQL 类型，但也存在部分个别类型没有支持的情况，请注意检查你的类型。
+
+下面列出 AdbMysqlWriter 针对 MySQL 类型转换列表:
+
+| DataX 内部类型 | AdbMysql 数据类型                 |
+|---------------|---------------------------------|
+| Long          | tinyint, smallint, int, bigint  |
+| Double        | float, double, decimal          |
+| String        | varchar                         |
+| Date          | date, time, datetime, timestamp |
+| Boolean       | boolean                         |
+| Bytes         | binary                          |
+
+## 4 性能报告
+
+### 4.1 环境准备
+
+#### 4.1.1 数据特征
+TPC-H 数据集 lineitem 表，共 17 个字段, 随机生成总记录行数 59986052。未压缩总数据量：7.3GiB
+
+建表语句：
+
+	CREATE TABLE `datax_adbmysqlwriter_perf_lineitem` (
+		`l_orderkey` bigint NOT NULL COMMENT '',
+		`l_partkey` int NOT NULL COMMENT '',
+		`l_suppkey` int NOT NULL COMMENT '',
+		`l_linenumber` int NOT NULL COMMENT '',
+		`l_quantity` decimal(15,2) NOT NULL COMMENT '',
+		`l_extendedprice` decimal(15,2) NOT NULL COMMENT '',
+		`l_discount` decimal(15,2) NOT NULL COMMENT '',
+		`l_tax` decimal(15,2) NOT NULL COMMENT '',
+		`l_returnflag` varchar(1024) NOT NULL COMMENT '',
+		`l_linestatus` varchar(1024) NOT NULL COMMENT '',
+		`l_shipdate` date NOT NULL COMMENT '',
+		`l_commitdate` date NOT NULL COMMENT '',
+		`l_receiptdate` date NOT NULL COMMENT '',
+		`l_shipinstruct` varchar(1024) NOT NULL COMMENT '',
+		`l_shipmode` varchar(1024) NOT NULL COMMENT '',
+		`l_comment` varchar(1024) NOT NULL COMMENT '',
+		`dummy` varchar(1024),
+		PRIMARY KEY (`l_orderkey`, `l_linenumber`)
+	) ENGINE=InnoDB DEFAULT CHARSET=utf8 COMMENT='datax perf test';
+
+单行记录类似于：
+
+   	        l_orderkey: 2122789
+             l_partkey: 1233571
+             l_suppkey: 8608
+		  l_linenumber: 1
+		    l_quantity: 35.00
+       l_extendedprice: 52657.85
+		    l_discount: 0.02
+		         l_tax: 0.07
+          l_returnflag: N
+		  l_linestatus: O
+		    l_shipdate: 1996-11-03
+		  l_commitdate: 1996-12-07
+		 l_receiptdate: 1996-11-16
+		l_shipinstruct: COLLECT COD
+		    l_shipmode: FOB
+		     l_comment: ld, regular theodolites.
+                 dummy:
+
+#### 4.1.2 机器参数
+
+* DataX ECS: 24Core48GB
+
+* Adb MySQL 数据库
+	* 计算资源：16Core64GB（集群版）
+	* 弹性IO资源：3
+
+#### 4.1.3 DataX jvm 参数
+
+	-Xms1G -Xmx10G -XX:+HeapDumpOnOutOfMemoryError
+
+### 4.2 测试报告
+
+| 通道数 | 批量提交行数 | DataX速度(Rec/s)   | DataX流量(MB/s) | 导入用时(s) |
+|-----|-------|------------------|---------------|---------|
+| 1   | 512   | 23071            | 2.34          | 2627    |
+| 1   | 1024  | 26080            | 2.65          | 2346    |
+| 1   | 2048  | 28162            | 2.86          | 2153    |
+| 1   | 4096  | 28978            | 2.94          | 2119    |
+| 4   | 512   | 56590            | 5.74          | 1105    |
+| 4   | 1024  | 81062            | 8.22          | 763     |
+| 4   | 2048  | 107117           | 10.87         | 605     |
+| 4   | 4096  | 113181           | 11.48         | 579     |
+| 8   | 512   | 81062            | 8.22          | 786     |
+| 8   | 1024  | 127629           | 12.95         | 519     |
+| 8   | 2048  | 187456           | 19.01         | 369     |
+| 8   | 4096  | 206848           | 20.98         | 341     |
+| 16  | 512   | 130404           | 13.23         | 513     |
+| 16  | 1024  | 214235           | 21.73         | 335     |
+| 16  | 2048  | 299930           | 30.42         | 253     |
+| 16  | 4096  | 333255           | 33.80         | 227     |
+| 32  | 512   | 206848           | 20.98         | 347     |
+| 32  | 1024  | 315716           | 32.02         | 241     |
+| 32  | 2048  | 399907           | 40.56         | 199     |
+| 32  | 4096  | 461431           | 46.80         | 184     |
+| 64  | 512   | 333255           | 33.80         | 231     |
+| 64  | 1024  | 399907           | 40.56         | 204     |
+| 64  | 2048  | 428471           | 43.46         | 199     |
+| 64  | 4096  | 461431           | 46.80         | 187     |
+| 128 | 512   | 333255           | 33.80         | 235     |
+| 128 | 1024  | 399907           | 40.56         | 203     |
+| 128 | 2048  | 425432           | 43.15         | 197     |
+| 128 | 4096  | 387006           | 39.26         | 211     |
+
+说明：
+
+1. datax 使用 txtfilereader 读取本地文件，避免源端存在性能瓶颈。
+
+#### 性能测试小结
+1. channel通道个数和batchSize对性能影响比较大
+2. 通常不建议写入数据库时，通道个数 > 32
+
+## 5 约束限制
+
+## FAQ
+
+***
+
+**Q: AdbMysqlWriter 执行 postSql 语句报错，那么数据导入到目标数据库了吗?**
+
+A: DataX 导入过程存在三块逻辑，pre 操作、导入操作、post 操作，其中任意一环报错，DataX 作业报错。由于 DataX 不能保证在同一个事务完成上述几个操作，因此有可能数据已经落入到目标端。
+
+***
+
+**Q: 按照上述说法，那么有部分脏数据导入数据库，如果影响到线上数据库怎么办?**
+
+A: 目前有两种解法，第一种配置 pre 语句，该 sql 可以清理当天导入数据， DataX 每次导入时候可以把上次清理干净并导入完整数据。第二种，向临时表导入数据，完成后再 rename 到线上表。
+
+***
+
+**Q: 上面第二种方法可以避免对线上数据造成影响，那我具体怎样操作?**
+
+A: 可以配置临时表导入
diff --git a/adbmysqlwriter/pom.xml b/adbmysqlwriter/pom.xml
new file mode 100755
index 00000000..6ffcab85
--- /dev/null
+++ b/adbmysqlwriter/pom.xml
@@ -0,0 +1,79 @@
+<project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+	xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+	<modelVersion>4.0.0</modelVersion>
+	<parent>
+		<groupId>com.alibaba.datax</groupId>
+		<artifactId>datax-all</artifactId>
+		<version>0.0.1-SNAPSHOT</version>
+	</parent>
+	<artifactId>adbmysqlwriter</artifactId>
+	<name>adbmysqlwriter</name>
+	<packaging>jar</packaging>
+
+	<dependencies>
+		<dependency>
+			<groupId>com.alibaba.datax</groupId>
+			<artifactId>datax-common</artifactId>
+			<version>${datax-project-version}</version>
+			<exclusions>
+				<exclusion>
+					<artifactId>slf4j-log4j12</artifactId>
+					<groupId>org.slf4j</groupId>
+				</exclusion>
+			</exclusions>
+		</dependency>
+		<dependency>
+			<groupId>org.slf4j</groupId>
+			<artifactId>slf4j-api</artifactId>
+		</dependency>
+		<dependency>
+			<groupId>ch.qos.logback</groupId>
+			<artifactId>logback-classic</artifactId>
+		</dependency>
+
+		<dependency>
+			<groupId>com.alibaba.datax</groupId>
+			<artifactId>plugin-rdbms-util</artifactId>
+			<version>${datax-project-version}</version>
+		</dependency>
+
+		<dependency>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>5.1.40</version>
+        </dependency>
+	</dependencies>
+
+	<build>
+		<plugins>
+			<!-- compiler plugin -->
+			<plugin>
+				<artifactId>maven-compiler-plugin</artifactId>
+				<configuration>
+					<source>${jdk-version}</source>
+					<target>${jdk-version}</target>
+					<encoding>${project-sourceEncoding}</encoding>
+				</configuration>
+			</plugin>
+			<!-- assembly plugin -->
+			<plugin>
+				<artifactId>maven-assembly-plugin</artifactId>
+				<configuration>
+					<descriptors>
+						<descriptor>src/main/assembly/package.xml</descriptor>
+					</descriptors>
+					<finalName>datax</finalName>
+				</configuration>
+				<executions>
+					<execution>
+						<id>dwzip</id>
+						<phase>package</phase>
+						<goals>
+							<goal>single</goal>
+						</goals>
+					</execution>
+				</executions>
+			</plugin>
+		</plugins>
+	</build>
+</project>
diff --git a/adbmysqlwriter/src/main/assembly/package.xml b/adbmysqlwriter/src/main/assembly/package.xml
new file mode 100755
index 00000000..7192e531
--- /dev/null
+++ b/adbmysqlwriter/src/main/assembly/package.xml
@@ -0,0 +1,35 @@
+<assembly
+	xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+	xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+	xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+	<id></id>
+	<formats>
+		<format>dir</format>
+	</formats>
+	<includeBaseDirectory>false</includeBaseDirectory>
+	<fileSets>
+		<fileSet>
+			<directory>src/main/resources</directory>
+			<includes>
+				<include>plugin.json</include>
+				<include>plugin_job_template.json</include>
+			</includes>
+			<outputDirectory>plugin/writer/adbmysqlwriter</outputDirectory>
+		</fileSet>
+		<fileSet>
+			<directory>target/</directory>
+			<includes>
+				<include>adbmysqlwriter-0.0.1-SNAPSHOT.jar</include>
+			</includes>
+			<outputDirectory>plugin/writer/adbmysqlwriter</outputDirectory>
+		</fileSet>
+	</fileSets>
+
+	<dependencySets>
+		<dependencySet>
+			<useProjectArtifact>false</useProjectArtifact>
+			<outputDirectory>plugin/writer/adbmysqlwriter/libs</outputDirectory>
+			<scope>runtime</scope>
+		</dependencySet>
+	</dependencySets>
+</assembly>
diff --git a/adbmysqlwriter/src/main/java/com/alibaba/datax/plugin/writer/adbmysqlwriter/AdbMysqlWriter.java b/adbmysqlwriter/src/main/java/com/alibaba/datax/plugin/writer/adbmysqlwriter/AdbMysqlWriter.java
new file mode 100755
index 00000000..762c4934
--- /dev/null
+++ b/adbmysqlwriter/src/main/java/com/alibaba/datax/plugin/writer/adbmysqlwriter/AdbMysqlWriter.java
@@ -0,0 +1,138 @@
+package com.alibaba.datax.plugin.writer.adbmysqlwriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.writer.CommonRdbmsWriter;
+import com.alibaba.datax.plugin.rdbms.writer.Key;
+import org.apache.commons.lang3.StringUtils;
+
+import java.sql.Connection;
+import java.sql.SQLException;
+import java.util.List;
+
+public class AdbMysqlWriter extends Writer {
+    private static final DataBaseType DATABASE_TYPE = DataBaseType.ADB;
+
+    public static class Job extends Writer.Job {
+        private Configuration originalConfig = null;
+        private CommonRdbmsWriter.Job commonRdbmsWriterJob;
+
+        @Override
+        public void preCheck(){
+            this.init();
+            this.commonRdbmsWriterJob.writerPreCheck(this.originalConfig, DATABASE_TYPE);
+        }
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            this.commonRdbmsWriterJob = new CommonRdbmsWriter.Job(DATABASE_TYPE);
+            this.commonRdbmsWriterJob.init(this.originalConfig);
+        }
+
+        // 一般来说，是需要推迟到 task 中进行pre 的执行（单表情况例外）
+        @Override
+        public void prepare() {
+            //实跑先不支持 权限 检验
+            //this.commonRdbmsWriterJob.privilegeValid(this.originalConfig, DATABASE_TYPE);
+            this.commonRdbmsWriterJob.prepare(this.originalConfig);
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            return this.commonRdbmsWriterJob.split(this.originalConfig, mandatoryNumber);
+        }
+
+        // 一般来说，是需要推迟到 task 中进行post 的执行（单表情况例外）
+        @Override
+        public void post() {
+            this.commonRdbmsWriterJob.post(this.originalConfig);
+        }
+
+        @Override
+        public void destroy() {
+            this.commonRdbmsWriterJob.destroy(this.originalConfig);
+        }
+
+    }
+
+    public static class Task extends Writer.Task {
+
+        private Configuration writerSliceConfig;
+        private CommonRdbmsWriter.Task commonRdbmsWriterTask;
+
+        public static class DelegateClass extends CommonRdbmsWriter.Task {
+            private long writeTime = 0L;
+            private long writeCount = 0L;
+            private long lastLogTime = 0;
+
+            public DelegateClass(DataBaseType dataBaseType) {
+                super(dataBaseType);
+            }
+
+            @Override
+            protected void doBatchInsert(Connection connection, List<Record> buffer)
+                    throws SQLException {
+                long startTime = System.currentTimeMillis();
+
+                super.doBatchInsert(connection, buffer);
+
+                writeCount = writeCount + buffer.size();
+                writeTime = writeTime + (System.currentTimeMillis() - startTime);
+
+                // log write metrics every 10 seconds
+                if (System.currentTimeMillis() - lastLogTime > 10000) {
+                    lastLogTime = System.currentTimeMillis();
+                    logTotalMetrics();
+                }
+            }
+
+            public void logTotalMetrics() {
+                LOG.info(Thread.currentThread().getName() + ", AdbMySQL writer take " + writeTime + " ms, write " + writeCount + " records.");
+            }
+        }
+
+        @Override
+        public void init() {
+            this.writerSliceConfig = super.getPluginJobConf();
+
+            if (StringUtils.isBlank(this.writerSliceConfig.getString(Key.WRITE_MODE))) {
+                this.writerSliceConfig.set(Key.WRITE_MODE, "REPLACE");
+            }
+
+            this.commonRdbmsWriterTask = new DelegateClass(DATABASE_TYPE);
+            this.commonRdbmsWriterTask.init(this.writerSliceConfig);
+        }
+
+        @Override
+        public void prepare() {
+            this.commonRdbmsWriterTask.prepare(this.writerSliceConfig);
+        }
+
+        //TODO 改用连接池，确保每次获取的连接都是可用的（注意：连接可能需要每次都初始化其 session）
+        public void startWrite(RecordReceiver recordReceiver) {
+            this.commonRdbmsWriterTask.startWrite(recordReceiver, this.writerSliceConfig,
+                    super.getTaskPluginCollector());
+        }
+
+        @Override
+        public void post() {
+            this.commonRdbmsWriterTask.post(this.writerSliceConfig);
+        }
+
+        @Override
+        public void destroy() {
+            this.commonRdbmsWriterTask.destroy(this.writerSliceConfig);
+        }
+
+        @Override
+        public boolean supportFailOver(){
+            String writeMode = writerSliceConfig.getString(Key.WRITE_MODE);
+            return "replace".equalsIgnoreCase(writeMode);
+        }
+
+    }
+}
diff --git a/adbmysqlwriter/src/main/resources/plugin.json b/adbmysqlwriter/src/main/resources/plugin.json
new file mode 100755
index 00000000..58c69533
--- /dev/null
+++ b/adbmysqlwriter/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+    "name": "adbmysqlwriter",
+    "class": "com.alibaba.datax.plugin.writer.adbmysqlwriter.AdbMysqlWriter",
+    "description": "useScene: prod. mechanism: Jdbc connection using the database, execute insert sql. warn: The more you know about the database, the less problems you encounter.",
+    "developer": "alibaba"
+}
\ No newline at end of file
diff --git a/adbmysqlwriter/src/main/resources/plugin_job_template.json b/adbmysqlwriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..9537ee5a
--- /dev/null
+++ b/adbmysqlwriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,20 @@
+{
+    "name": "adbmysqlwriter",
+    "parameter": {
+        "username": "username",
+        "password": "password",
+        "column": ["col1", "col2", "col3"],
+        "connection": [
+            {
+                "jdbcUrl": "jdbc:mysql://<host>:<port>[/<database>]",
+                "table": ["table1", "table2"]
+            }
+        ],
+        "preSql": [],
+        "postSql": [],
+        "batchSize": 65536,
+        "batchByteSize": 134217728,
+        "dryRun": false,
+        "writeMode": "insert"
+    }
+}
\ No newline at end of file
diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
index 5468ce06..2e145d02 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
@@ -18,6 +18,7 @@ public enum DataBaseType {
     PostgreSQL("postgresql", "org.postgresql.Driver"),
     RDBMS("rdbms", "com.alibaba.datax.plugin.rdbms.util.DataBaseType"),
     DB2("db2", "com.ibm.db2.jcc.DB2Driver"),
+    ADB("adb","com.mysql.jdbc.Driver"),
     ADS("ads","com.mysql.jdbc.Driver"),
     ClickHouse("clickhouse", "ru.yandex.clickhouse.ClickHouseDriver"),
     KingbaseES("kingbasees", "com.kingbase8.Driver"),
@@ -89,6 +90,14 @@ public enum DataBaseType {
                     result = jdbc + "?" + suffix;
                 }
                 break;
+            case ADB:
+                suffix = "yearIsDateType=false&zeroDateTimeBehavior=convertToNull&rewriteBatchedStatements=true&tinyInt1isBit=false";
+                if (jdbc.contains("?")) {
+                    result = jdbc + "&" + suffix;
+                } else {
+                    result = jdbc + "?" + suffix;
+                }
+                break;
             case DRDS:
                 suffix = "yearIsDateType=false&zeroDateTimeBehavior=convertToNull";
                 if (jdbc.contains("?")) {
diff --git a/pom.xml b/pom.xml
index 6f9383d1..228e850e 100644
--- a/pom.xml
+++ b/pom.xml
@@ -120,6 +120,7 @@
         <module>cassandrawriter</module>
         <module>clickhousewriter</module>
         <module>doriswriter</module>
+        <module>adbmysqlwriter</module>
 
         <!-- common support module -->
         <module>plugin-rdbms-util</module>

From a572f38ddf18cdeea7caec42ec50fa4f1752541b Mon Sep 17 00:00:00 2001
From: YanxinXue <YanxinXue@gmail.com>
Date: Wed, 28 Dec 2022 16:52:41 +0800
Subject: [PATCH 233/251] Update CassandraReaderHelper.java
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

支持Counter类型
---
 .../plugin/reader/cassandrareader/CassandraReaderHelper.java     | 1 +
 1 file changed, 1 insertion(+)

diff --git a/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java b/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java
index 2e23aced..dd56e49c 100644
--- a/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java
+++ b/cassandrareader/src/main/java/com/alibaba/datax/plugin/reader/cassandrareader/CassandraReaderHelper.java
@@ -298,6 +298,7 @@ public class CassandraReaderHelper {
           record.addColumn(new LongColumn(rs.getInt(i)));
           break;
 
+        case COUNTER:
         case BIGINT:
           record.addColumn(new LongColumn(rs.getLong(i)));
           break;

From 54d5d792b9f1118a0a4650fa246c3343ba2af642 Mon Sep 17 00:00:00 2001
From: caoliang <245623257@qq.com>
Date: Fri, 2 Dec 2022 18:33:53 +0800
Subject: [PATCH 234/251] Add selectdbwriter plugin

---
 package.xml                                   |   7 +
 pom.xml                                       |   1 +
 selectdbwriter/doc/selectdbwriter.md          | 428 ++++++++++++++++++
 selectdbwriter/doc/stream2selectdb.json       |  93 ++++
 selectdbwriter/pom.xml                        |  96 ++++
 selectdbwriter/src/main/assembly/package.xml  |  52 +++
 .../writer/selectdbwriter/BaseResponse.java   |  23 +
 .../writer/selectdbwriter/CopyIntoResp.java   |  26 ++
 .../writer/selectdbwriter/CopySQLBuilder.java |  40 ++
 .../selectdbwriter/DelimiterParser.java       |  54 +++
 .../selectdbwriter/HttpPostBuilder.java       |  51 +++
 .../writer/selectdbwriter/HttpPutBuilder.java |  65 +++
 .../plugin/writer/selectdbwriter/Keys.java    | 186 ++++++++
 .../selectdbwriter/SelectdbBaseCodec.java     |  23 +
 .../writer/selectdbwriter/SelectdbCodec.java  |  10 +
 .../selectdbwriter/SelectdbCodecFactory.java  |  19 +
 .../SelectdbCopyIntoObserver.java             | 233 ++++++++++
 .../selectdbwriter/SelectdbCsvCodec.java      |  27 ++
 .../selectdbwriter/SelectdbJsonCodec.java     |  33 ++
 .../writer/selectdbwriter/SelectdbUtil.java   | 130 ++++++
 .../writer/selectdbwriter/SelectdbWriter.java | 149 ++++++
 .../SelectdbWriterException.java              |  58 +++
 .../selectdbwriter/SelectdbWriterManager.java | 210 +++++++++
 .../writer/selectdbwriter/WriterTuple.java    |  22 +
 selectdbwriter/src/main/resources/plugin.json |   6 +
 .../main/resources/plugin_job_template.json   |  19 +
 26 files changed, 2061 insertions(+)
 create mode 100644 selectdbwriter/doc/selectdbwriter.md
 create mode 100644 selectdbwriter/doc/stream2selectdb.json
 create mode 100644 selectdbwriter/pom.xml
 create mode 100644 selectdbwriter/src/main/assembly/package.xml
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/BaseResponse.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/CopyIntoResp.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/CopySQLBuilder.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/DelimiterParser.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/HttpPostBuilder.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/HttpPutBuilder.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/Keys.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbBaseCodec.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCodec.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCodecFactory.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCopyIntoObserver.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCsvCodec.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbJsonCodec.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbUtil.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriter.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterException.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
 create mode 100644 selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/WriterTuple.java
 create mode 100644 selectdbwriter/src/main/resources/plugin.json
 create mode 100644 selectdbwriter/src/main/resources/plugin_job_template.json

diff --git a/package.xml b/package.xml
index 96b52c30..6d0d1f51 100755
--- a/package.xml
+++ b/package.xml
@@ -483,5 +483,12 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>selectdbwriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
     </fileSets>
 </assembly>
diff --git a/pom.xml b/pom.xml
index 228e850e..161f96cb 100644
--- a/pom.xml
+++ b/pom.xml
@@ -120,6 +120,7 @@
         <module>cassandrawriter</module>
         <module>clickhousewriter</module>
         <module>doriswriter</module>
+        <module>selectdbwriter</module>
         <module>adbmysqlwriter</module>
 
         <!-- common support module -->
diff --git a/selectdbwriter/doc/selectdbwriter.md b/selectdbwriter/doc/selectdbwriter.md
new file mode 100644
index 00000000..ce4c1f23
--- /dev/null
+++ b/selectdbwriter/doc/selectdbwriter.md
@@ -0,0 +1,428 @@
+# SelectdbWriter 插件文档
+
+## 1 快速介绍
+SelectdbWriter支持将大批量数据写入SELECTDB中。
+
+## 2 实现原理
+SelectdbWriter 通过调用selectdb api （/copy/upload），返回一个重定向的S3地址，使用Http向S3地址发送字节流，设置参数达到要求时执行copy into
+
+## 3 编译
+
+1. 运行 init-env.sh
+
+2. 编译 selectdbwriter：
+
+i. 单独编译 selectdbwriter 插件:
+
+   ```text
+     mvn clean install -pl plugin-rdbms-util,selectdbwriter -DskipTests
+   ```
+
+
+ii.编译整个 DataX 项目:
+
+   ```text
+     mvn package assembly:assembly -Dmaven.test.skip=true
+   ```
+产出在 target/datax/datax/.
+hdfsreader, hdfswriter and oscarwriter 这三个插件需要额外的jar包。如果你并不需要这些插件，可以在 DataX/pom.xml 中删除这些插件的模块。
+   
+ 
+iii.编译错误
+
+如遇到如下编译错误： 
+  ```text
+  Could not find artifact com.alibaba.datax:datax-all:pom:0.0.1-SNAPSHOT 
+  ```
+
+可尝试以下方式解决：
+
+a.下载 alibaba-datax-maven-m2-20210928.tar.gz
+
+b.解压后，将得到的 alibaba/datax/ 目录，拷贝到所使用的 maven 对应的 .m2/repository/com/alibaba/ 下。
+
+c.再次尝试编译。
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+这里是一份从Stream读取数据后导入至selectdb的配置文件。
+
+```
+{
+  "job":{
+    "content":[
+      {
+        "reader":{
+          "name":"streamreader",
+          "parameter":{
+            "column":[
+              {
+                "type":"string",
+                "random":"0,31"
+              },
+              {
+                "type":"string",
+                "random":"0,31"
+              },
+              {
+                "type":"string",
+                "random":"0,31"
+              },
+              {
+                "type":"string",
+                "random":"0,31"
+              },
+              {
+                "type":"long",
+                "random":"0,5"
+              },
+              {
+                "type":"string",
+                "random":"0,10"
+              },
+              {
+                "type":"string",
+                "random":"0,5"
+              },
+              {
+                "type":"string",
+                "random":"0,31"
+              },
+              {
+                "type":"string",
+                "random":"0,31"
+              },
+              {
+                "type":"string",
+                "random":"0,21"
+              },
+              {
+                "type":"string",
+                "random":"0,31"
+              },
+              {
+                "type":"long",
+                "random":"0,10"
+              },
+              {
+                "type":"long",
+                "random":"0,20"
+              },
+              {
+                "type":"date",
+                "random":"2022-01-01 12:00:00,2023-01-01 12:00:00"
+              },
+              {
+                "type":"long",
+                "random":"0,10"
+              },
+              {
+                "type":"date",
+                "random":"2022-01-01 12:00:00,2023-01-01 12:00:00"
+              },
+              {
+                "type":"string",
+                "random":"0,10"
+              },
+              {
+                "type":"long",
+                "random":"0,10"
+              },
+              {
+                "type":"date",
+                "random":"2022-01-01 12:00:00,2023-01-01 12:00:00"
+              },
+              {
+                "type":"long",
+                "random":"0,10"
+              },
+              {
+                "type":"date",
+                "random":"2022-01-01 12:00:00,2023-01-01 12:00:00"
+              },
+              {
+                "type":"long",
+                "random":"0,10"
+              },
+              {
+                "type":"date",
+                "random":"2022-01-01 12:00:00,2023-01-01 12:00:00"
+              },
+              {
+                "type":"long",
+                "random":"0,10"
+              },
+              {
+                "type":"date",
+                "random":"2022-01-01 12:00:00,2023-01-01 12:00:00"
+              },
+              {
+                "type":"string",
+                "random":"0,100"
+              },
+              {
+                "type":"string",
+                "random":"0,1"
+              },
+              {
+                "type":"long",
+                "random":"0,1"
+              },
+              {
+                "type":"string",
+                "random":"0,64"
+              },
+              {
+                "type":"string",
+                "random":"0,20"
+              },
+              {
+                "type":"string",
+                "random":"0,31"
+              },
+              {
+                "type":"long",
+                "random":"0,3"
+              },
+              {
+                "type":"long",
+                "random":"0,3"
+              },
+              {
+                "type":"long",
+                "random":"0,19"
+              },
+              {
+                "type":"date",
+                "random":"2022-01-01 12:00:00,2023-01-01 12:00:00"
+              },
+              {
+                "type":"string",
+                "random":"0,1"
+              }
+            ],
+            "sliceRecordCount":10
+          }
+        },
+        "writer":{
+          "name":"selectdbwriter",
+          "parameter":{
+            "loadUrl":[
+              "xxx:47150"
+            ],
+            "loadProps":{
+              "file.type":"json",
+              "file.strip_outer_array":"true"
+            },
+            "column":[
+              "id",
+              "table_id",
+              "table_no",
+              "table_name",
+              "table_status",
+              "no_disturb",
+              "dinner_type",
+              "member_id",
+              "reserve_bill_no",
+              "pre_order_no",
+              "queue_num",
+              "person_num",
+              "open_time",
+              "open_time_format",
+              "order_time",
+              "order_time_format",
+              "table_bill_id",
+              "offer_time",
+              "offer_time_format",
+              "confirm_bill_time",
+              "confirm_bill_time_format",
+              "bill_time",
+              "bill_time_format",
+              "clear_time",
+              "clear_time_format",
+              "table_message",
+              "bill_close",
+              "table_type",
+              "pad_mac",
+              "company_id",
+              "shop_id",
+              "is_sync",
+              "table_split_no",
+              "ts",
+              "ts_format",
+              "dr"
+            ],
+            "username":"admin",
+            "password":"SelectDB2022",
+            "postSql":[
+
+            ],
+            "preSql":[
+
+            ],
+            "connection":[
+              {
+                "jdbcUrl":"jdbc:mysql://xxx:34142/cl_test",
+                "table":[
+                  "ods_pos_pro_table_dynamic_delta_v4"
+                ],
+                "selectedDatabase":"cl_test"
+              }
+            ],
+            "maxBatchRows":1000000,
+            "maxBatchByteSize":536870912000
+          }
+        }
+      }
+    ],
+    "setting":{
+      "errorLimit":{
+        "percentage":0.02,
+        "record":0
+      },
+      "speed":{
+        "channel":5
+      }
+    }
+  }
+}
+
+```
+
+### 3.2 参数说明
+
+```text
+ **jdbcUrl**
+
+    - 描述：selectdb 的 JDBC 连接串，用户执行 preSql 或 postSQL。
+    - 必选：是
+    - 默认值：无
+
+* **loadUrl**
+
+    - 描述：作为 selecdb 的连接目标。格式为 "ip:port"。其中 IP 是 selectdb的private-link，port 是selectdb 集群的 http_port
+    - 必选：是
+    - 默认值：无
+
+* **username**
+
+    - 描述：访问selectdb数据库的用户名
+    - 必选：是
+    - 默认值：无
+
+* **password**
+
+    - 描述：访问selectdb数据库的密码
+    - 必选：否
+    - 默认值：空
+
+* **connection.selectedDatabase**
+    - 描述：需要写入的selectdb数据库名称。
+    - 必选：是
+    - 默认值：无
+
+* **connection.table**
+    - 描述：需要写入的selectdb表名称。
+        - 必选：是
+        - 默认值：无
+
+* **column**
+
+    - 描述：目的表**需要写入数据**的字段，这些字段将作为生成的 Json 数据的字段名。字段之间用英文逗号分隔。例如: "column": ["id","name","age"]。
+    - 必选：是
+    - 默认值：否
+
+* **preSql**
+
+    - 描述：写入数据到目的表前，会先执行这里的标准语句。
+    - 必选：否
+    - 默认值：无
+
+* **postSql**
+
+    - 描述：写入数据到目的表后，会执行这里的标准语句。
+    - 必选：否
+    - 默认值：无
+
+
+* **maxBatchRows**
+
+    - 描述：每批次导入数据的最大行数。和 **maxBatchSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+    - 必选：否
+    - 默认值：500000
+
+* **batchSize**
+
+    - 描述：每批次导入数据的最大数据量。和 **maxBatchRows** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+    - 必选：否
+    - 默认值：90M
+
+* **maxRetries**
+
+    - 描述：每批次导入数据失败后的重试次数。
+    - 必选：否
+    - 默认值：3
+
+* **labelPrefix**
+
+    - 描述：每批次上传文件的 label 前缀。最终的 label 将有 `labelPrefix + UUID` 组成全局唯一的 label，确保数据不会重复导入
+    - 必选：否
+    - 默认值：`datax_selectdb_writer_`
+
+* **loadProps**
+
+    - 描述：COPY INOT 的请求参数
+
+      这里包括导入的数据格式：file.type等，导入数据格式默认我们使用csv，支持JSON，具体可以参照下面类型转换部分
+
+    - 必选：否
+
+    - 默认值：无
+
+* **clusterName**
+
+  - 描述：selectdb could 集群名称
+
+  - 必选：否
+
+  - 默认值：无
+
+* **flushQueueLength**
+
+  - 描述：队列长度
+
+  - 必选：否
+
+  - 默认值：1
+
+* **flushInterval**
+
+  - 描述：数据写入批次的时间间隔，如果maxBatchRows 和 batchSize 参数设置的有很大，那么很可能达不到你这设置的数据量大小，会执行导入。
+
+  - 必选：否
+
+  - 默认值：30000ms
+```
+
+### 类型转换
+
+默认传入的数据均会被转为字符串，并以`\t`作为列分隔符，`\n`作为行分隔符，组成`csv`文件进行Selectdb导入操作。
+
+默认是csv格式导入，如需更改列分隔符， 则正确配置 `loadProps` 即可：
+
+```json
+"loadProps": {
+    "file.column_separator": "\\x01",
+    "file.line_delimiter": "\\x02"
+}
+```
+
+如需更改导入格式为`json`， 则正确配置 `loadProps` 即可：
+```json
+"loadProps": {
+    "file.type": "json",
+    "file.strip_outer_array": true
+}
+```
\ No newline at end of file
diff --git a/selectdbwriter/doc/stream2selectdb.json b/selectdbwriter/doc/stream2selectdb.json
new file mode 100644
index 00000000..94038810
--- /dev/null
+++ b/selectdbwriter/doc/stream2selectdb.json
@@ -0,0 +1,93 @@
+{
+    "core":{
+        "transport":{
+            "channel":{
+                "speed":{
+                    "byte":10485760
+                }
+            }
+        }
+    },
+    "job":{
+        "content":[
+            {
+                "reader":{
+                    "name":"streamreader",
+                    "parameter":{
+                        "column":[
+                            {
+                                "type":"string",
+                                "value":"DataX"
+                            },
+                            {
+                                "type":"int",
+                                "value":19890604
+                            },
+                            {
+                                "type":"date",
+                                "value":"1989-06-04 00:00:00"
+                            },
+                            {
+                                "type":"bool",
+                                "value":true
+                            },
+                            {
+                                "type":"string",
+                                "value":"test"
+                            }
+                        ],
+                        "sliceRecordCount":1000000
+                    }
+                },
+                "writer":{
+                    "name":"selectdbwriter",
+                    "parameter":{
+                        "loadUrl":[
+                            "xxx:35871"
+                        ],
+                        "loadProps":{
+                            "file.type":"json",
+                            "file.strip_outer_array":"true"
+                        },
+                        "database":"db1",
+                        "column":[
+                            "k1",
+                            "k2",
+                            "k3",
+                            "k4",
+                            "k5"
+                        ],
+                        "username":"admin",
+                        "password":"SelectDB2022",
+                        "postSql":[
+
+                        ],
+                        "preSql":[
+
+                        ],
+                        "connection":[
+                            {
+                                "jdbcUrl":"jdbc:mysql://xxx:32386/cl_test",
+                                "table":[
+                                    "test_selectdb"
+                                ],
+                                "selectedDatabase":"cl_test"
+                            }
+                        ],
+                        "maxBatchRows":200000,
+                        "maxBatchByteSize":53687091200
+                    }
+                }
+            }
+        ],
+        "setting":{
+            "errorLimit":{
+                "percentage":0.02,
+                "record":0
+            },
+            "speed":{
+                "byte":10485760
+            }
+        }
+    }
+}
\ No newline at end of file
diff --git a/selectdbwriter/pom.xml b/selectdbwriter/pom.xml
new file mode 100644
index 00000000..fd2a19f7
--- /dev/null
+++ b/selectdbwriter/pom.xml
@@ -0,0 +1,96 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance" xmlns="http://maven.apache.org/POM/4.0.0"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>selectdbwriter</artifactId>
+    <name>selectdbwriter</name>
+    <packaging>jar</packaging>
+    <dependencies>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <artifactId>slf4j-log4j12</artifactId>
+                    <groupId>org.slf4j</groupId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>ch.qos.logback</groupId>
+            <artifactId>logback-classic</artifactId>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>plugin-rdbms-util</artifactId>
+            <version>${datax-project-version}</version>
+        </dependency>
+        <dependency>
+            <groupId>mysql</groupId>
+            <artifactId>mysql-connector-java</artifactId>
+            <version>${mysql.driver.version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.apache.httpcomponents</groupId>
+            <artifactId>httpclient</artifactId>
+            <version>4.5.13</version>
+        </dependency>
+        <dependency>
+            <groupId>com.fasterxml.jackson.core</groupId>
+            <artifactId>jackson-annotations</artifactId>
+            <version>2.13.3</version>
+        </dependency>
+        <dependency>
+            <groupId>com.fasterxml.jackson.core</groupId>
+            <artifactId>jackson-core</artifactId>
+            <version>2.13.3</version>
+        </dependency>
+        <dependency>
+            <groupId>com.fasterxml.jackson.core</groupId>
+            <artifactId>jackson-databind</artifactId>
+            <version>2.13.3</version>
+        </dependency>
+    </dependencies>
+    <build>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <!-- assembly plugin -->
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
diff --git a/selectdbwriter/src/main/assembly/package.xml b/selectdbwriter/src/main/assembly/package.xml
new file mode 100644
index 00000000..a6084837
--- /dev/null
+++ b/selectdbwriter/src/main/assembly/package.xml
@@ -0,0 +1,52 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<!--
+Licensed to the Apache Software Foundation (ASF) under one
+or more contributor license agreements.  See the NOTICE file
+distributed with this work for additional information
+regarding copyright ownership.  The ASF licenses this file
+to you under the Apache License, Version 2.0 (the
+"License"); you may not use this file except in compliance
+with the License.  You may obtain a copy of the License at
+
+  http://www.apache.org/licenses/LICENSE-2.0
+
+Unless required by applicable law or agreed to in writing,
+software distributed under the License is distributed on an
+"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+KIND, either express or implied.  See the License for the
+specific language governing permissions and limitations
+under the License.
+-->
+<assembly xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+          xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+          xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id/>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+                <include>plugin_job_template.json</include>
+            </includes>
+            <outputDirectory>plugin/writer/selectdbwriter</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>selectdbwriter-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/writer/selectdbwriter</outputDirectory>
+        </fileSet>
+    </fileSets>
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/writer/selectdbwriter/libs</outputDirectory>
+            <scope>runtime</scope>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/BaseResponse.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/BaseResponse.java
new file mode 100644
index 00000000..c02f725f
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/BaseResponse.java
@@ -0,0 +1,23 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class BaseResponse<T> {
+    private int code;
+    private String msg;
+    private T data;
+    private int count;
+
+    public int getCode() {
+        return code;
+    }
+
+    public String getMsg() {
+        return msg;
+    }
+
+    public T getData(){
+        return data;
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/CopyIntoResp.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/CopyIntoResp.java
new file mode 100644
index 00000000..4da002ac
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/CopyIntoResp.java
@@ -0,0 +1,26 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.fasterxml.jackson.annotation.JsonIgnoreProperties;
+
+import java.util.Map;
+
+@JsonIgnoreProperties(ignoreUnknown = true)
+public class CopyIntoResp extends BaseResponse{
+    private String code;
+    private String exception;
+
+    private Map<String,String> result;
+
+    public String getDataCode() {
+        return code;
+    }
+
+    public String getException() {
+        return exception;
+    }
+
+    public Map<String, String> getResult() {
+        return result;
+    }
+
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/CopySQLBuilder.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/CopySQLBuilder.java
new file mode 100644
index 00000000..62910d5d
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/CopySQLBuilder.java
@@ -0,0 +1,40 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+
+import java.util.Map;
+import java.util.StringJoiner;
+
+public class CopySQLBuilder {
+    private final static String COPY_SYNC = "copy.async";
+    private final String fileName;
+    private final Keys options;
+    private Map<String, Object> properties;
+
+
+
+    public CopySQLBuilder(Keys options, String fileName) {
+        this.options=options;
+        this.fileName=fileName;
+        this.properties=options.getLoadProps();
+    }
+
+    public String buildCopySQL(){
+        StringBuilder sb = new StringBuilder();
+        sb.append("COPY INTO ")
+                .append(options.getDatabase() + "." + options.getTable())
+                .append(" FROM @~('").append(fileName).append("') ")
+                .append("PROPERTIES (");
+
+        //copy into must be sync
+        properties.put(COPY_SYNC,false);
+        StringJoiner props = new StringJoiner(",");
+        for(Map.Entry<String,Object> entry : properties.entrySet()){
+            String key = String.valueOf(entry.getKey());
+            String value = String.valueOf(entry.getValue());
+            String prop = String.format("'%s'='%s'",key,value);
+            props.add(prop);
+        }
+        sb.append(props).append(" )");
+        return sb.toString();
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/DelimiterParser.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/DelimiterParser.java
new file mode 100644
index 00000000..10572eae
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/DelimiterParser.java
@@ -0,0 +1,54 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.google.common.base.Strings;
+
+import java.io.StringWriter;
+
+public class DelimiterParser {
+
+    private static final String HEX_STRING = "0123456789ABCDEF";
+
+    public static String parse(String sp, String dSp) throws RuntimeException {
+        if ( Strings.isNullOrEmpty(sp)) {
+            return dSp;
+        }
+        if (!sp.toUpperCase().startsWith("\\X")) {
+            return sp;
+        }
+        String hexStr = sp.substring(2);
+        // check hex str
+        if (hexStr.isEmpty()) {
+            throw new RuntimeException("Failed to parse delimiter: `Hex str is empty`");
+        }
+        if (hexStr.length() % 2 != 0) {
+            throw new RuntimeException("Failed to parse delimiter: `Hex str length error`");
+        }
+        for (char hexChar : hexStr.toUpperCase().toCharArray()) {
+            if (HEX_STRING.indexOf(hexChar) == -1) {
+                throw new RuntimeException("Failed to parse delimiter: `Hex str format error`");
+            }
+        }
+        // transform to separator
+        StringWriter writer = new StringWriter();
+        for (byte b : hexStrToBytes(hexStr)) {
+            writer.append((char) b);
+        }
+        return writer.toString();
+    }
+
+    private static byte[] hexStrToBytes(String hexStr) {
+        String upperHexStr = hexStr.toUpperCase();
+        int length = upperHexStr.length() / 2;
+        char[] hexChars = upperHexStr.toCharArray();
+        byte[] bytes = new byte[length];
+        for (int i = 0; i < length; i++) {
+            int pos = i * 2;
+            bytes[i] = (byte) (charToByte(hexChars[pos]) << 4 | charToByte(hexChars[pos + 1]));
+        }
+        return bytes;
+    }
+
+    private static byte charToByte(char c) {
+        return (byte) HEX_STRING.indexOf(c);
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/HttpPostBuilder.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/HttpPostBuilder.java
new file mode 100644
index 00000000..9471debb
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/HttpPostBuilder.java
@@ -0,0 +1,51 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import org.apache.commons.codec.binary.Base64;
+import org.apache.http.HttpEntity;
+import org.apache.http.HttpHeaders;
+import org.apache.http.client.methods.HttpPost;
+
+import java.nio.charset.StandardCharsets;
+import java.util.HashMap;
+import java.util.Map;
+
+
+public class HttpPostBuilder {
+    String url;
+    Map<String, String> header;
+    HttpEntity httpEntity;
+    public HttpPostBuilder() {
+        header = new HashMap<>();
+    }
+
+    public HttpPostBuilder setUrl(String url) {
+        this.url = url;
+        return this;
+    }
+
+    public HttpPostBuilder addCommonHeader() {
+        header.put(HttpHeaders.EXPECT, "100-continue");
+        return this;
+    }
+
+    public HttpPostBuilder baseAuth(String user, String password) {
+        final String authInfo = user + ":" + password;
+        byte[] encoded = Base64.encodeBase64(authInfo.getBytes(StandardCharsets.UTF_8));
+        header.put(HttpHeaders.AUTHORIZATION, "Basic " + new String(encoded));
+        return this;
+    }
+
+    public HttpPostBuilder setEntity(HttpEntity httpEntity) {
+        this.httpEntity = httpEntity;
+        return this;
+    }
+
+    public HttpPost build() {
+        SelectdbUtil.checkNotNull(url);
+        SelectdbUtil.checkNotNull(httpEntity);
+        HttpPost put = new HttpPost(url);
+        header.forEach(put::setHeader);
+        put.setEntity(httpEntity);
+        return put;
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/HttpPutBuilder.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/HttpPutBuilder.java
new file mode 100644
index 00000000..59d7dbca
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/HttpPutBuilder.java
@@ -0,0 +1,65 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import org.apache.commons.codec.binary.Base64;
+import org.apache.http.HttpEntity;
+import org.apache.http.HttpHeaders;
+import org.apache.http.client.methods.HttpPut;
+import org.apache.http.entity.StringEntity;
+
+import java.nio.charset.StandardCharsets;
+import java.util.HashMap;
+import java.util.Map;
+
+public class HttpPutBuilder {
+    String url;
+    Map<String, String> header;
+    HttpEntity httpEntity;
+    public HttpPutBuilder() {
+        header = new HashMap<>();
+    }
+
+    public HttpPutBuilder setUrl(String url) {
+        this.url = url;
+        return this;
+    }
+
+    public HttpPutBuilder addFileName(String fileName){
+        header.put("fileName", fileName);
+        return this;
+    }
+
+    public HttpPutBuilder setEmptyEntity() {
+        try {
+            this.httpEntity = new StringEntity("");
+        } catch (Exception e) {
+            throw new IllegalArgumentException(e);
+        }
+        return this;
+    }
+
+    public HttpPutBuilder addCommonHeader() {
+        header.put(HttpHeaders.EXPECT, "100-continue");
+        return this;
+    }
+
+    public HttpPutBuilder baseAuth(String user, String password) {
+        final String authInfo = user + ":" + password;
+        byte[] encoded = Base64.encodeBase64(authInfo.getBytes(StandardCharsets.UTF_8));
+        header.put(HttpHeaders.AUTHORIZATION, "Basic " + new String(encoded));
+        return this;
+    }
+
+    public HttpPutBuilder setEntity(HttpEntity httpEntity) {
+        this.httpEntity = httpEntity;
+        return this;
+    }
+
+    public HttpPut build() {
+        SelectdbUtil.checkNotNull(url);
+        SelectdbUtil.checkNotNull(httpEntity);
+        HttpPut put = new HttpPut(url);
+        header.forEach(put::setHeader);
+        put.setEntity(httpEntity);
+        return put;
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/Keys.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/Keys.java
new file mode 100644
index 00000000..6c767d93
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/Keys.java
@@ -0,0 +1,186 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+
+import java.io.Serializable;
+import java.util.List;
+import java.util.Map;
+import java.util.stream.Collectors;
+
+public class Keys implements Serializable {
+
+    private static final long serialVersionUID = 1l;
+    private static final int DEFAULT_MAX_RETRIES = 3;
+    private static final int BATCH_ROWS = 500000;
+    private static final long DEFAULT_FLUSH_INTERVAL = 30000;
+
+    private static final String LOAD_PROPS_FORMAT = "file.type";
+    public enum StreamLoadFormat {
+        CSV, JSON;
+    }
+
+    private static final String USERNAME = "username";
+    private static final String PASSWORD = "password";
+    private static final String DATABASE = "connection[0].selectedDatabase";
+    private static final String TABLE = "connection[0].table[0]";
+    private static final String COLUMN = "column";
+    private static final String PRE_SQL = "preSql";
+    private static final String POST_SQL = "postSql";
+    private static final String JDBC_URL = "connection[0].jdbcUrl";
+    private static final String LABEL_PREFIX = "labelPrefix";
+    private static final String MAX_BATCH_ROWS = "maxBatchRows";
+    private static final String MAX_BATCH_SIZE = "batchSize";
+    private static final String FLUSH_INTERVAL = "flushInterval";
+    private static final String LOAD_URL = "loadUrl";
+    private static final String FLUSH_QUEUE_LENGTH = "flushQueueLength";
+    private static final String LOAD_PROPS = "loadProps";
+
+    private static final String DEFAULT_LABEL_PREFIX = "datax_selectdb_writer_";
+
+    private static final long DEFAULT_MAX_BATCH_SIZE = 90 * 1024 * 1024; //default 90M
+
+    private static final String CLUSTER_NAME = "clusterName";
+
+    private static final String MAX_RETRIES = "maxRetries";
+    private final Configuration options;
+
+    private List<String> infoSchemaColumns;
+    private List<String> userSetColumns;
+    private boolean isWildcardColumn;
+
+    public Keys ( Configuration options) {
+        this.options = options;
+        this.userSetColumns = options.getList(COLUMN, String.class).stream().map(str -> str.replace("`", "")).collect(Collectors.toList());
+        if (1 == options.getList(COLUMN, String.class).size() && "*".trim().equals(options.getList(COLUMN, String.class).get(0))) {
+            this.isWildcardColumn = true;
+        }
+    }
+
+    public void doPretreatment() {
+        validateRequired();
+        validateStreamLoadUrl();
+    }
+
+    public String getJdbcUrl() {
+        return options.getString(JDBC_URL);
+    }
+
+    public String getDatabase() {
+        return options.getString(DATABASE);
+    }
+
+    public String getTable() {
+        return options.getString(TABLE);
+    }
+
+    public String getUsername() {
+        return options.getString(USERNAME);
+    }
+
+    public String getPassword() {
+        return options.getString(PASSWORD);
+    }
+
+    public String getClusterName(){
+        return options.getString(CLUSTER_NAME);
+    }
+
+    public String getLabelPrefix() {
+        String label = options.getString(LABEL_PREFIX);
+        return null == label ? DEFAULT_LABEL_PREFIX : label;
+    }
+
+    public List<String> getLoadUrlList() {
+        return options.getList(LOAD_URL, String.class);
+    }
+
+    public List<String> getColumns() {
+        if (isWildcardColumn) {
+            return this.infoSchemaColumns;
+        }
+        return this.userSetColumns;
+    }
+
+    public boolean isWildcardColumn() {
+        return this.isWildcardColumn;
+    }
+
+    public void setInfoCchemaColumns(List<String> cols) {
+        this.infoSchemaColumns = cols;
+    }
+
+    public List<String> getPreSqlList() {
+        return options.getList(PRE_SQL, String.class);
+    }
+
+    public List<String> getPostSqlList() {
+        return options.getList(POST_SQL, String.class);
+    }
+
+    public Map<String, Object> getLoadProps() {
+        return options.getMap(LOAD_PROPS);
+    }
+
+    public int getMaxRetries() {
+        Integer retries = options.getInt(MAX_RETRIES);
+        return null == retries ? DEFAULT_MAX_RETRIES : retries;
+    }
+
+    public int getBatchRows() {
+        Integer rows = options.getInt(MAX_BATCH_ROWS);
+        return null == rows ? BATCH_ROWS : rows;
+    }
+
+    public long getBatchSize() {
+        Long size = options.getLong(MAX_BATCH_SIZE);
+        return null == size ? DEFAULT_MAX_BATCH_SIZE : size;
+    }
+
+    public long getFlushInterval() {
+        Long interval = options.getLong(FLUSH_INTERVAL);
+        return null == interval ? DEFAULT_FLUSH_INTERVAL : interval;
+    }
+
+    public int getFlushQueueLength() {
+        Integer len = options.getInt(FLUSH_QUEUE_LENGTH);
+        return null == len ? 1 : len;
+    }
+
+
+    public StreamLoadFormat getStreamLoadFormat() {
+        Map<String, Object> loadProps = getLoadProps();
+        if (null == loadProps) {
+            return StreamLoadFormat.CSV;
+        }
+        if (loadProps.containsKey(LOAD_PROPS_FORMAT)
+                && StreamLoadFormat.JSON.name().equalsIgnoreCase(String.valueOf(loadProps.get(LOAD_PROPS_FORMAT)))) {
+            return StreamLoadFormat.JSON;
+        }
+        return StreamLoadFormat.CSV;
+    }
+
+    private void validateStreamLoadUrl() {
+        List<String> urlList = getLoadUrlList();
+        for (String host : urlList) {
+            if (host.split(":").length < 2) {
+                throw DataXException.asDataXException(DBUtilErrorCode.CONF_ERROR,
+                        "The format of loadUrl is not correct, please enter:[`fe_ip:fe_http_ip;fe_ip:fe_http_ip`].");
+            }
+        }
+    }
+
+    private void validateRequired() {
+        final String[] requiredOptionKeys = new String[]{
+                USERNAME,
+                DATABASE,
+                TABLE,
+                COLUMN,
+                LOAD_URL
+        };
+        for (String optionKey : requiredOptionKeys) {
+            options.getNecessaryValue(optionKey, DBUtilErrorCode.REQUIRED_VALUE);
+        }
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbBaseCodec.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbBaseCodec.java
new file mode 100644
index 00000000..d2fc1224
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbBaseCodec.java
@@ -0,0 +1,23 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.alibaba.datax.common.element.Column;
+
+public class SelectdbBaseCodec {
+    protected String convertionField( Column col) {
+        if (null == col.getRawData() || Column.Type.NULL == col.getType()) {
+            return null;
+        }
+        if ( Column.Type.BOOL == col.getType()) {
+            return String.valueOf(col.asLong());
+        }
+        if ( Column.Type.BYTES == col.getType()) {
+            byte[] bts = (byte[])col.getRawData();
+            long value = 0;
+            for (int i = 0; i < bts.length; i++) {
+                value += (bts[bts.length - i - 1] & 0xffL) << (8 * i);
+            }
+            return String.valueOf(value);
+        }
+        return col.asString();
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCodec.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCodec.java
new file mode 100644
index 00000000..b7e9d6ae
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCodec.java
@@ -0,0 +1,10 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.alibaba.datax.common.element.Record;
+
+import java.io.Serializable;
+
+public interface SelectdbCodec extends Serializable {
+
+    String codec( Record row);
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCodecFactory.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCodecFactory.java
new file mode 100644
index 00000000..567f4c0b
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCodecFactory.java
@@ -0,0 +1,19 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import java.util.Map;
+
+public class SelectdbCodecFactory {
+    public SelectdbCodecFactory (){
+
+    }
+    public static SelectdbCodec createCodec( Keys writerOptions) {
+        if ( Keys.StreamLoadFormat.CSV.equals(writerOptions.getStreamLoadFormat())) {
+            Map<String, Object> props = writerOptions.getLoadProps();
+            return new SelectdbCsvCodec (null == props || !props.containsKey("file.column_separator") ? null : String.valueOf(props.get("file.column_separator")));
+        }
+        if ( Keys.StreamLoadFormat.JSON.equals(writerOptions.getStreamLoadFormat())) {
+            return new SelectdbJsonCodec (writerOptions.getColumns());
+        }
+        throw new RuntimeException("Failed to create row serializer, unsupported `format` from stream load properties.");
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCopyIntoObserver.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCopyIntoObserver.java
new file mode 100644
index 00000000..c9228b22
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCopyIntoObserver.java
@@ -0,0 +1,233 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.fasterxml.jackson.core.type.TypeReference;
+import com.fasterxml.jackson.databind.ObjectMapper;
+import org.apache.commons.lang3.StringUtils;
+import org.apache.http.Header;
+import org.apache.http.HttpEntity;
+import org.apache.http.client.methods.CloseableHttpResponse;
+import org.apache.http.entity.InputStreamEntity;
+import org.apache.http.entity.StringEntity;
+import org.apache.http.impl.client.CloseableHttpClient;
+import org.apache.http.impl.client.HttpClientBuilder;
+import org.apache.http.impl.client.HttpClients;
+import org.apache.http.util.EntityUtils;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.ByteArrayInputStream;
+import java.io.IOException;
+import java.net.HttpURLConnection;
+import java.net.URL;
+import java.nio.ByteBuffer;
+import java.nio.charset.StandardCharsets;
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+import java.util.regex.Pattern;
+
+public class SelectdbCopyIntoObserver {
+    private static final Logger LOG = LoggerFactory.getLogger(SelectdbCopyIntoObserver.class);
+
+    private Keys options;
+    private long pos;
+    public static final int SUCCESS = 0;
+    public static final String FAIL = "1";
+    private static final ObjectMapper OBJECT_MAPPER = new ObjectMapper();
+    private final HttpClientBuilder httpClientBuilder = HttpClients
+        .custom()
+        .disableRedirectHandling();
+    private CloseableHttpClient httpClient;
+    private static final String UPLOAD_URL_PATTERN = "%s/copy/upload";
+    private static final String COMMIT_PATTERN = "%s/copy/query";
+    private static final Pattern COMMITTED_PATTERN = Pattern.compile("errCode = 2, detailMessage = No files can be copied, matched (\\d+) files, " + "filtered (\\d+) files because files may be loading or loaded");
+
+
+    public SelectdbCopyIntoObserver(Keys options) {
+        this.options = options;
+        this.httpClient = httpClientBuilder.build();
+
+    }
+
+    public void streamLoad(WriterTuple data) throws Exception {
+        String host = getLoadHost();
+        if (host == null) {
+            throw new RuntimeException("load_url cannot be empty, or the host cannot connect.Please check your configuration.");
+        }
+        String loadUrl = String.format(UPLOAD_URL_PATTERN, host);
+        String uploadAddress = getUploadAddress(loadUrl, data.getLabel());
+        put(uploadAddress, data.getLabel(), addRows(data.getRows(), data.getBytes().intValue()));
+        executeCopy(host,data.getLabel());
+
+    }
+
+    private String getUploadAddress(String loadUrl, String fileName) throws IOException {
+        HttpPutBuilder putBuilder = new HttpPutBuilder();
+        putBuilder.setUrl(loadUrl)
+            .addFileName(fileName)
+            .addCommonHeader()
+            .setEmptyEntity()
+            .baseAuth(options.getUsername(), options.getPassword());
+        CloseableHttpResponse execute = httpClientBuilder.build().execute(putBuilder.build());
+        int statusCode = execute.getStatusLine().getStatusCode();
+        String reason = execute.getStatusLine().getReasonPhrase();
+        if (statusCode == 307) {
+            Header location = execute.getFirstHeader("location");
+            String uploadAddress = location.getValue();
+            LOG.info("redirect to s3:{}", uploadAddress);
+            return uploadAddress;
+        } else {
+            HttpEntity entity = execute.getEntity();
+            String result = entity == null ? null : EntityUtils.toString(entity);
+            LOG.error("Failed get the redirected address, status {}, reason {}, response {}", statusCode, reason, result);
+            throw new RuntimeException("Could not get the redirected address.");
+        }
+
+    }
+
+    private byte[] addRows(List<byte[]> rows, int totalBytes) {
+        if (Keys.StreamLoadFormat.CSV.equals(options.getStreamLoadFormat())) {
+            Map<String, Object> props = (options.getLoadProps() == null ? new HashMap<>() : options.getLoadProps());
+            byte[] lineDelimiter = DelimiterParser.parse((String) props.get("file.line_delimiter"), "\n").getBytes(StandardCharsets.UTF_8);
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + rows.size() * lineDelimiter.length);
+            for (byte[] row : rows) {
+                bos.put(row);
+                bos.put(lineDelimiter);
+            }
+            return bos.array();
+        }
+
+        if (Keys.StreamLoadFormat.JSON.equals(options.getStreamLoadFormat())) {
+            ByteBuffer bos = ByteBuffer.allocate(totalBytes + (rows.isEmpty() ? 2 : rows.size() + 1));
+            bos.put("[".getBytes(StandardCharsets.UTF_8));
+            byte[] jsonDelimiter = ",".getBytes(StandardCharsets.UTF_8);
+            boolean isFirstElement = true;
+            for (byte[] row : rows) {
+                if (!isFirstElement) {
+                    bos.put(jsonDelimiter);
+                }
+                bos.put(row);
+                isFirstElement = false;
+            }
+            bos.put("]".getBytes(StandardCharsets.UTF_8));
+            return bos.array();
+        }
+        throw new RuntimeException("Failed to join rows data, unsupported `file.type` from copy into properties:");
+    }
+
+    public void put(String loadUrl, String fileName, byte[] data) throws IOException {
+        LOG.info(String.format("Executing upload file to: '%s', size: '%s'", loadUrl, data.length));
+        HttpPutBuilder putBuilder = new HttpPutBuilder();
+        putBuilder.setUrl(loadUrl)
+            .addCommonHeader()
+            .setEntity(new InputStreamEntity(new ByteArrayInputStream(data)));
+        CloseableHttpResponse response = httpClient.execute(putBuilder.build());
+        final int statusCode = response.getStatusLine().getStatusCode();
+        if (statusCode != 200) {
+            String result = response.getEntity() == null ? null : EntityUtils.toString(response.getEntity());
+            LOG.error("upload file {} error, response {}", fileName, result);
+            throw new SelectdbWriterException("upload file error: " + fileName,true);
+        }
+    }
+
+    private String getLoadHost() {
+        List<String> hostList = options.getLoadUrlList();
+        long tmp = pos + hostList.size();
+        for (; pos < tmp; pos++) {
+            String host = new StringBuilder("http://").append(hostList.get((int) (pos % hostList.size()))).toString();
+            if (checkConnection(host)) {
+                return host;
+            }
+        }
+        return null;
+    }
+
+    private boolean checkConnection(String host) {
+        try {
+            URL url = new URL(host);
+            HttpURLConnection co = (HttpURLConnection) url.openConnection();
+            co.setConnectTimeout(5000);
+            co.connect();
+            co.disconnect();
+            return true;
+        } catch (Exception e1) {
+            e1.printStackTrace();
+            return false;
+        }
+    }
+
+
+    /**
+     * execute copy into
+     */
+    public void executeCopy(String hostPort, String fileName) throws IOException{
+        long start = System.currentTimeMillis();
+        CopySQLBuilder copySQLBuilder = new CopySQLBuilder(options, fileName);
+        String copySQL = copySQLBuilder.buildCopySQL();
+        LOG.info("build copy SQL is {}", copySQL);
+        Map<String,String> params = new HashMap<>();
+        params.put("sql", copySQL);
+        if(StringUtils.isNotBlank(options.getClusterName())){
+            params.put("cluster",options.getClusterName());
+        }
+        HttpPostBuilder postBuilder = new HttpPostBuilder();
+        postBuilder.setUrl(String.format(COMMIT_PATTERN, hostPort))
+            .baseAuth(options.getUsername(), options.getPassword())
+            .setEntity(new StringEntity(OBJECT_MAPPER.writeValueAsString(params)));
+
+        CloseableHttpResponse response = httpClient.execute(postBuilder.build());
+        final int statusCode = response.getStatusLine().getStatusCode();
+        final String reasonPhrase = response.getStatusLine().getReasonPhrase();
+        String loadResult = "";
+        if (statusCode != 200) {
+            LOG.warn("commit failed with status {} {}, reason {}", statusCode, hostPort, reasonPhrase);
+            throw new SelectdbWriterException("commit error with file: " + fileName,true);
+        } else if (response.getEntity() != null){
+            loadResult = EntityUtils.toString(response.getEntity());
+            boolean success = handleCommitResponse(loadResult);
+            if(success){
+                LOG.info("commit success cost {}ms, response is {}", System.currentTimeMillis() - start, loadResult);
+            }else{
+                throw new SelectdbWriterException("commit fail",true);
+            }
+        }
+    }
+
+    public boolean handleCommitResponse(String loadResult) throws IOException {
+        BaseResponse<CopyIntoResp> baseResponse = OBJECT_MAPPER.readValue(loadResult, new TypeReference<BaseResponse<CopyIntoResp>>(){});
+        if(baseResponse.getCode() == SUCCESS){
+            CopyIntoResp dataResp = baseResponse.getData();
+            if(FAIL.equals(dataResp.getDataCode())){
+                LOG.error("copy into execute failed, reason:{}", loadResult);
+                return false;
+            }else{
+                Map<String, String> result = dataResp.getResult();
+                if(!result.get("state").equals("FINISHED") && !isCommitted(result.get("msg"))){
+                    LOG.error("copy into load failed, reason:{}", loadResult);
+                    return false;
+                }else{
+                    return true;
+                }
+            }
+        }else{
+            LOG.error("commit failed, reason:{}", loadResult);
+            return false;
+        }
+    }
+
+    public static boolean isCommitted(String msg) {
+        return COMMITTED_PATTERN.matcher(msg).matches();
+    }
+
+
+    public void close() throws IOException {
+        if (null != httpClient) {
+            try {
+                httpClient.close();
+            } catch (IOException e) {
+                LOG.error("Closing httpClient failed.", e);
+                throw new RuntimeException("Closing httpClient failed.", e);
+            }
+        }
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCsvCodec.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCsvCodec.java
new file mode 100644
index 00000000..57cad84d
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbCsvCodec.java
@@ -0,0 +1,27 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.alibaba.datax.common.element.Record;
+
+public class SelectdbCsvCodec extends SelectdbBaseCodec implements SelectdbCodec {
+
+    private static final long serialVersionUID = 1L;
+
+    private final String columnSeparator;
+
+    public SelectdbCsvCodec ( String sp) {
+        this.columnSeparator = DelimiterParser.parse(sp, "\t");
+    }
+
+    @Override
+    public String codec( Record row) {
+        StringBuilder sb = new StringBuilder();
+        for (int i = 0; i < row.getColumnNumber(); i++) {
+            String value = convertionField(row.getColumn(i));
+            sb.append(null == value ? "\\N" : value);
+            if (i < row.getColumnNumber() - 1) {
+                sb.append(columnSeparator);
+            }
+        }
+        return sb.toString();
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbJsonCodec.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbJsonCodec.java
new file mode 100644
index 00000000..ed7e332f
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbJsonCodec.java
@@ -0,0 +1,33 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.fastjson.JSON;
+
+import java.util.HashMap;
+import java.util.List;
+import java.util.Map;
+
+public class SelectdbJsonCodec extends SelectdbBaseCodec implements SelectdbCodec {
+
+    private static final long serialVersionUID = 1L;
+
+    private final List<String> fieldNames;
+
+    public SelectdbJsonCodec ( List<String> fieldNames) {
+        this.fieldNames = fieldNames;
+    }
+
+    @Override
+    public String codec( Record row) {
+        if (null == fieldNames) {
+            return "";
+        }
+        Map<String, Object> rowMap = new HashMap<> (fieldNames.size());
+        int idx = 0;
+        for (String fieldName : fieldNames) {
+            rowMap.put(fieldName, convertionField(row.getColumn(idx)));
+            idx++;
+        }
+        return JSON.toJSONString(rowMap);
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbUtil.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbUtil.java
new file mode 100644
index 00000000..2938167d
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbUtil.java
@@ -0,0 +1,130 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.util.RdbmsException;
+import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.druid.sql.parser.ParserException;
+import com.google.common.base.Strings;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.sql.ResultSet;
+import java.sql.Statement;
+import java.util.ArrayList;
+import java.util.Collections;
+import java.util.List;
+
+/**
+ * jdbc util
+ */
+public class SelectdbUtil {
+    private static final Logger LOG = LoggerFactory.getLogger(SelectdbUtil.class);
+
+    private SelectdbUtil() {}
+
+    public static List<String> getDorisTableColumns( Connection conn, String databaseName, String tableName) {
+        String currentSql = String.format("SELECT COLUMN_NAME FROM `information_schema`.`COLUMNS` WHERE `TABLE_SCHEMA` = '%s' AND `TABLE_NAME` = '%s' ORDER BY `ORDINAL_POSITION` ASC;", databaseName, tableName);
+        List<String> columns = new ArrayList<> ();
+        ResultSet rs = null;
+        try {
+            rs = DBUtil.query(conn, currentSql);
+            while (DBUtil.asyncResultSetNext(rs)) {
+                String colName = rs.getString("COLUMN_NAME");
+                columns.add(colName);
+            }
+            return columns;
+        } catch (Exception e) {
+            throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
+        } finally {
+            DBUtil.closeDBResources(rs, null, null);
+        }
+    }
+
+    public static List<String> renderPreOrPostSqls(List<String> preOrPostSqls, String tableName) {
+        if (null == preOrPostSqls) {
+            return Collections.emptyList();
+        }
+        List<String> renderedSqls = new ArrayList<>();
+        for (String sql : preOrPostSqls) {
+            if (! Strings.isNullOrEmpty(sql)) {
+                renderedSqls.add(sql.replace(Constant.TABLE_NAME_PLACEHOLDER, tableName));
+            }
+        }
+        return renderedSqls;
+    }
+
+    public static void executeSqls(Connection conn, List<String> sqls) {
+        Statement stmt = null;
+        String currentSql = null;
+        try {
+            stmt = conn.createStatement();
+            for (String sql : sqls) {
+                currentSql = sql;
+                DBUtil.executeSqlWithoutResultSet(stmt, sql);
+            }
+        } catch (Exception e) {
+            throw RdbmsException.asQueryException(DataBaseType.MySql, e, currentSql, null, null);
+        } finally {
+            DBUtil.closeDBResources(null, stmt, null);
+        }
+    }
+
+    public static void preCheckPrePareSQL( Keys options) {
+        String table = options.getTable();
+        List<String> preSqls = options.getPreSqlList();
+        List<String> renderedPreSqls = SelectdbUtil.renderPreOrPostSqls(preSqls, table);
+        if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
+            LOG.info("Begin to preCheck preSqls:[{}].", String.join(";", renderedPreSqls));
+            for (String sql : renderedPreSqls) {
+                try {
+                    DBUtil.sqlValid(sql, DataBaseType.MySql);
+                } catch ( ParserException e) {
+                    throw RdbmsException.asPreSQLParserException(DataBaseType.MySql,e,sql);
+                }
+            }
+        }
+    }
+
+    public static void preCheckPostSQL( Keys options) {
+        String table = options.getTable();
+        List<String> postSqls = options.getPostSqlList();
+        List<String> renderedPostSqls = SelectdbUtil.renderPreOrPostSqls(postSqls, table);
+        if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
+            LOG.info("Begin to preCheck postSqls:[{}].", String.join(";", renderedPostSqls));
+            for(String sql : renderedPostSqls) {
+                try {
+                    DBUtil.sqlValid(sql, DataBaseType.MySql);
+                } catch (ParserException e){
+                    throw RdbmsException.asPostSQLParserException(DataBaseType.MySql,e,sql);
+                }
+            }
+        }
+    }
+
+    public static <T> T checkNotNull(T reference) {
+        if (reference == null) {
+            throw new NullPointerException();
+        } else {
+            return reference;
+        }
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriter.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriter.java
new file mode 100644
index 00000000..2b91f122
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriter.java
@@ -0,0 +1,149 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.alibaba.datax.common.element.Record;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DBUtil;
+import com.alibaba.datax.plugin.rdbms.util.DBUtilErrorCode;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.Connection;
+import java.util.ArrayList;
+import java.util.List;
+
+/**
+ * doris data writer
+ */
+public class SelectdbWriter extends Writer {
+
+    public static class Job extends Writer.Job {
+
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        private Configuration originalConfig = null;
+        private Keys options;
+
+        @Override
+        public void init() {
+            this.originalConfig = super.getPluginJobConf();
+            options = new Keys (super.getPluginJobConf());
+            options.doPretreatment();
+        }
+
+        @Override
+        public void preCheck(){
+            this.init();
+            SelectdbUtil.preCheckPrePareSQL(options);
+            SelectdbUtil.preCheckPostSQL(options);
+        }
+
+        @Override
+        public void prepare() {
+            String username = options.getUsername();
+            String password = options.getPassword();
+            String jdbcUrl = options.getJdbcUrl();
+            List<String> renderedPreSqls = SelectdbUtil.renderPreOrPostSqls(options.getPreSqlList(), options.getTable());
+            if (null != renderedPreSqls && !renderedPreSqls.isEmpty()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
+                LOG.info("Begin to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPreSqls), jdbcUrl);
+                SelectdbUtil.executeSqls(conn, renderedPreSqls);
+                DBUtil.closeDBResources(null, null, conn);
+            }
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            List<Configuration> configurations = new ArrayList<>(mandatoryNumber);
+            for (int i = 0; i < mandatoryNumber; i++) {
+                configurations.add(originalConfig);
+            }
+            return configurations;
+        }
+
+        @Override
+        public void post() {
+            String username = options.getUsername();
+            String password = options.getPassword();
+            String jdbcUrl = options.getJdbcUrl();
+            List<String> renderedPostSqls = SelectdbUtil.renderPreOrPostSqls(options.getPostSqlList(), options.getTable());
+            if (null != renderedPostSqls && !renderedPostSqls.isEmpty()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, jdbcUrl, username, password);
+                LOG.info("Start to execute preSqls:[{}]. context info:{}.", String.join(";", renderedPostSqls), jdbcUrl);
+                SelectdbUtil.executeSqls(conn, renderedPostSqls);
+                DBUtil.closeDBResources(null, null, conn);
+            }
+        }
+
+        @Override
+        public void destroy() {
+        }
+
+    }
+
+    public static class Task extends Writer.Task {
+        private SelectdbWriterManager writerManager;
+        private Keys options;
+        private SelectdbCodec rowCodec;
+
+        @Override
+        public void init() {
+            options = new Keys (super.getPluginJobConf());
+            if (options.isWildcardColumn()) {
+                Connection conn = DBUtil.getConnection(DataBaseType.MySql, options.getJdbcUrl(), options.getUsername(), options.getPassword());
+                List<String> columns = SelectdbUtil.getDorisTableColumns(conn, options.getDatabase(), options.getTable());
+                options.setInfoCchemaColumns(columns);
+            }
+            writerManager = new SelectdbWriterManager(options);
+            rowCodec = SelectdbCodecFactory.createCodec(options);
+        }
+
+        @Override
+        public void prepare() {
+        }
+
+        public void startWrite(RecordReceiver recordReceiver) {
+            try {
+                Record record;
+                while ((record = recordReceiver.getFromReader()) != null) {
+                    if (record.getColumnNumber() != options.getColumns().size()) {
+                        throw DataXException
+                                .asDataXException(
+                                        DBUtilErrorCode.CONF_ERROR,
+                                        String.format(
+                                                "There is an error in the column configuration information. " +
+                                                "This is because you have configured a task where the number of fields to be read from the source:%s " +
+                                                "is not equal to the number of fields to be written to the destination table:%s. " +
+                                                "Please check your configuration and make changes.",
+                                                record.getColumnNumber(),
+                                                options.getColumns().size()));
+                    }
+                    writerManager.writeRecord(rowCodec.codec(record));
+                }
+            } catch (Exception e) {
+                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
+            }
+        }
+
+        @Override
+        public void post() {
+            try {
+                writerManager.close();
+            } catch (Exception e) {
+                throw DataXException.asDataXException(DBUtilErrorCode.WRITE_DATA_ERROR, e);
+            }
+        }
+
+        @Override
+        public void destroy() {}
+
+        @Override
+        public boolean supportFailOver(){
+            return false;
+        }
+    }
+
+
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterException.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterException.java
new file mode 100644
index 00000000..727d7db9
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterException.java
@@ -0,0 +1,58 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import java.io.IOException;
+import java.util.Map;
+
+public class SelectdbWriterException extends RuntimeException  {
+
+    private boolean reCreateLabel;
+
+
+    public SelectdbWriterException() {
+        super();
+    }
+
+    public SelectdbWriterException(String message) {
+        super(message);
+    }
+
+    public SelectdbWriterException(String message, boolean reCreateLabel) {
+        super(message);
+        this.reCreateLabel = reCreateLabel;
+    }
+
+    public SelectdbWriterException(String message, Throwable cause) {
+        super(message, cause);
+    }
+
+    public SelectdbWriterException(Throwable cause) {
+        super(cause);
+    }
+
+    protected SelectdbWriterException(String message, Throwable cause,
+                                      boolean enableSuppression,
+                                      boolean writableStackTrace) {
+        super(message, cause, enableSuppression, writableStackTrace);
+    }
+
+    public boolean needReCreateLabel() {
+        return reCreateLabel;
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
new file mode 100644
index 00000000..bbb41702
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
@@ -0,0 +1,210 @@
+// Licensed to the Apache Software Foundation (ASF) under one
+// or more contributor license agreements.  See the NOTICE file
+// distributed with this work for additional information
+// regarding copyright ownership.  The ASF licenses this file
+// to you under the Apache License, Version 2.0 (the
+// "License"); you may not use this file except in compliance
+// with the License.  You may obtain a copy of the License at
+//
+//   http://www.apache.org/licenses/LICENSE-2.0
+//
+// Unless required by applicable law or agreed to in writing,
+// software distributed under the License is distributed on an
+// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
+// KIND, either express or implied.  See the License for the
+// specific language governing permissions and limitations
+// under the License.
+
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import com.google.common.base.Strings;
+import org.apache.commons.lang3.concurrent.BasicThreadFactory;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.io.IOException;
+import java.nio.charset.StandardCharsets;
+import java.util.ArrayList;
+import java.util.List;
+import java.util.UUID;
+import java.util.concurrent.Executors;
+import java.util.concurrent.LinkedBlockingDeque;
+import java.util.concurrent.ScheduledExecutorService;
+import java.util.concurrent.ScheduledFuture;
+import java.util.concurrent.TimeUnit;
+
+public class SelectdbWriterManager {
+
+    private static final Logger LOG = LoggerFactory.getLogger(SelectdbWriterManager.class);
+
+    private final SelectdbCopyIntoObserver visitor;
+    private final Keys options;
+    private final List<byte[]> buffer = new ArrayList<>();
+    private int batchCount = 0;
+    private long batchSize = 0;
+    private volatile boolean closed = false;
+    private volatile Exception flushException;
+    private final LinkedBlockingDeque<WriterTuple> flushQueue;
+    private ScheduledExecutorService scheduler;
+    private ScheduledFuture<?> scheduledFuture;
+
+    public SelectdbWriterManager(Keys options) {
+        this.options = options;
+        this.visitor = new SelectdbCopyIntoObserver(options);
+        flushQueue = new LinkedBlockingDeque<>(options.getFlushQueueLength());
+        this.startScheduler();
+        this.startAsyncFlushing();
+    }
+
+    public void startScheduler() {
+        stopScheduler();
+        this.scheduler = Executors.newScheduledThreadPool(1, new BasicThreadFactory.Builder().namingPattern("Doris-interval-flush").daemon(true).build());
+        this.scheduledFuture = this.scheduler.schedule(() -> {
+            synchronized (SelectdbWriterManager.this) {
+                if (!closed) {
+                    try {
+                        String label = createBatchLabel();
+                        LOG.info(String.format("Selectdb interval Sinking triggered: label[%s].", label));
+                        if (batchCount == 0) {
+                            startScheduler();
+                        }
+                        flush(label, false);
+                    } catch (Exception e) {
+                        flushException = e;
+                    }
+                }
+            }
+        }, options.getFlushInterval(), TimeUnit.MILLISECONDS);
+    }
+
+    public void stopScheduler() {
+        if (this.scheduledFuture != null) {
+            scheduledFuture.cancel(false);
+            this.scheduler.shutdown();
+        }
+    }
+
+    public final synchronized void writeRecord(String record) throws IOException {
+        checkFlushException();
+        try {
+            byte[] bts = record.getBytes(StandardCharsets.UTF_8);
+            buffer.add(bts);
+            batchCount++;
+            batchSize += bts.length;
+            if (batchCount >= options.getBatchRows() || batchSize >= options.getBatchSize()) {
+                String label = createBatchLabel();
+                LOG.debug(String.format("buffer Sinking triggered: rows[%d] label [%s].", batchCount, label));
+                flush(label, false);
+            }
+        } catch (Exception e) {
+            throw new SelectdbWriterException("Writing records to Doris failed.", e);
+        }
+    }
+
+    public synchronized void flush(String label, boolean waitUtilDone) throws Exception {
+        checkFlushException();
+        if (batchCount == 0) {
+            if (waitUtilDone) {
+                waitAsyncFlushingDone();
+            }
+            return;
+        }
+        flushQueue.put(new WriterTuple(label, batchSize, new ArrayList<>(buffer)));
+        if (waitUtilDone) {
+            // wait the last flush
+            waitAsyncFlushingDone();
+        }
+        buffer.clear();
+        batchCount = 0;
+        batchSize = 0;
+    }
+
+    public synchronized void close() throws IOException {
+        if (!closed) {
+            closed = true;
+            try {
+                String label = createBatchLabel();
+                if (batchCount > 0)
+                    LOG.debug(String.format("Selectdb Sink is about to close: label[%s].", label));
+                flush(label, true);
+            } catch (Exception e) {
+                throw new RuntimeException("Writing records to Selectdb failed.", e);
+            } finally {
+                this.visitor.close();
+            }
+        }
+        checkFlushException();
+    }
+
+    public String createBatchLabel() {
+        StringBuilder sb = new StringBuilder();
+        if (!Strings.isNullOrEmpty(options.getLabelPrefix())) {
+            sb.append(options.getLabelPrefix());
+        }
+        return sb.append(UUID.randomUUID().toString())
+                .toString();
+    }
+
+    private void startAsyncFlushing() {
+        // start flush thread
+        Thread flushThread = new Thread(new Runnable() {
+            public void run() {
+                while (true) {
+                    try {
+                        asyncFlush();
+                    } catch (Exception e) {
+                        flushException = e;
+                    }
+                }
+            }
+        });
+        flushThread.setDaemon(true);
+        flushThread.start();
+    }
+
+    private void waitAsyncFlushingDone() throws InterruptedException {
+        // wait previous flushings
+        for (int i = 0; i <= options.getFlushQueueLength(); i++) {
+            flushQueue.put(new WriterTuple("", 0l, null));
+        }
+        checkFlushException();
+    }
+
+    private void asyncFlush() throws Exception {
+        WriterTuple flushData = flushQueue.take();
+        if (Strings.isNullOrEmpty(flushData.getLabel())) {
+            return;
+        }
+        stopScheduler();
+        for (int i = 0; i <= options.getMaxRetries(); i++) {
+            try {
+                // copy into
+                visitor.streamLoad(flushData);
+                startScheduler();
+                break;
+            } catch (Exception e) {
+                LOG.warn("Failed to flush batch data to Doris, retry times = {}", i, e);
+                if (i >= options.getMaxRetries()) {
+                    throw new RuntimeException(e);
+                }
+                if (e instanceof SelectdbWriterException && ((SelectdbWriterException)e).needReCreateLabel()) {
+                    String newLabel = createBatchLabel();
+                    LOG.warn(String.format("Batch label changed from [%s] to [%s]", flushData.getLabel(), newLabel));
+                    flushData.setLabel(newLabel);
+                }
+                try {
+                    Thread.sleep(1000l * Math.min(i + 1, 100));
+                } catch (InterruptedException ex) {
+                    Thread.currentThread().interrupt();
+                    throw new RuntimeException("Unable to flush, interrupted while doing another attempt", e);
+                }
+            }
+        }
+    }
+
+    private void checkFlushException() {
+        if (flushException != null) {
+            throw new RuntimeException("Writing records to selectdb failed.", flushException);
+        }
+    }
+}
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/WriterTuple.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/WriterTuple.java
new file mode 100644
index 00000000..483ade05
--- /dev/null
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/WriterTuple.java
@@ -0,0 +1,22 @@
+package com.alibaba.datax.plugin.writer.selectdbwriter;
+
+import java.util.List;
+
+public class WriterTuple {
+    private String label;
+    private Long bytes;
+    private List<byte[]> rows;
+
+
+    public WriterTuple ( String label, Long bytes, List<byte[]> rows){
+        this.label = label;
+        this.rows = rows;
+        this.bytes = bytes;
+    }
+
+    public String getLabel() { return label; }
+    public void setLabel(String label) { this.label = label; }
+    public Long getBytes() { return bytes; }
+    public List<byte[]> getRows() { return rows; }
+
+}
diff --git a/selectdbwriter/src/main/resources/plugin.json b/selectdbwriter/src/main/resources/plugin.json
new file mode 100644
index 00000000..4b84a945
--- /dev/null
+++ b/selectdbwriter/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+  "name": "selectdbwriter",
+  "class": "com.alibaba.datax.plugin.writer.selectdbwriter.SelectdbWriter",
+  "description": "selectdb writer plugin",
+  "developer": "selectdb"
+}
\ No newline at end of file
diff --git a/selectdbwriter/src/main/resources/plugin_job_template.json b/selectdbwriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..c603b7e0
--- /dev/null
+++ b/selectdbwriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,19 @@
+{
+  "name": "selectdbwriter",
+  "parameter": {
+    "username": "",
+    "password": "",
+    "column": [],
+    "preSql": [],
+    "postSql": [],
+    "loadUrl": [],
+    "loadProps": {},
+    "connection": [
+      {
+        "jdbcUrl": "",
+        "selectedDatabase": "",
+        "table": []
+      }
+    ]
+  }
+}
\ No newline at end of file

From 398f9e08e49f777c6cdd03f62f0a3fc0b1a974b9 Mon Sep 17 00:00:00 2001
From: caoliang <245623257@qq.com>
Date: Fri, 2 Dec 2022 18:46:18 +0800
Subject: [PATCH 235/251] Add selectdbwriter plugin

---
 .../writer/selectdbwriter/SelectdbUtil.java   | 17 -----------------
 .../SelectdbWriterException.java              | 19 -------------------
 .../selectdbwriter/SelectdbWriterManager.java | 17 -----------------
 3 files changed, 53 deletions(-)

diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbUtil.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbUtil.java
index 2938167d..6cfcc8bf 100644
--- a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbUtil.java
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbUtil.java
@@ -1,20 +1,3 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
 package com.alibaba.datax.plugin.writer.selectdbwriter;
 
 import com.alibaba.datax.plugin.rdbms.util.DBUtil;
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterException.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterException.java
index 727d7db9..f85a06d1 100644
--- a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterException.java
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterException.java
@@ -1,24 +1,5 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
 package com.alibaba.datax.plugin.writer.selectdbwriter;
 
-import java.io.IOException;
-import java.util.Map;
 
 public class SelectdbWriterException extends RuntimeException  {
 
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
index bbb41702..479bc5c9 100644
--- a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
@@ -1,20 +1,3 @@
-// Licensed to the Apache Software Foundation (ASF) under one
-// or more contributor license agreements.  See the NOTICE file
-// distributed with this work for additional information
-// regarding copyright ownership.  The ASF licenses this file
-// to you under the Apache License, Version 2.0 (the
-// "License"); you may not use this file except in compliance
-// with the License.  You may obtain a copy of the License at
-//
-//   http://www.apache.org/licenses/LICENSE-2.0
-//
-// Unless required by applicable law or agreed to in writing,
-// software distributed under the License is distributed on an
-// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-// KIND, either express or implied.  See the License for the
-// specific language governing permissions and limitations
-// under the License.
-
 package com.alibaba.datax.plugin.writer.selectdbwriter;
 
 import com.google.common.base.Strings;

From 8f70622ef1e48f600053e389195de88f7444e59a Mon Sep 17 00:00:00 2001
From: caoliang <245623257@qq.com>
Date: Fri, 2 Dec 2022 18:47:10 +0800
Subject: [PATCH 236/251] Add selectdbwriter plugin

---
 selectdbwriter/src/main/assembly/package.xml | 18 ------------------
 1 file changed, 18 deletions(-)

diff --git a/selectdbwriter/src/main/assembly/package.xml b/selectdbwriter/src/main/assembly/package.xml
index a6084837..1ea0009e 100644
--- a/selectdbwriter/src/main/assembly/package.xml
+++ b/selectdbwriter/src/main/assembly/package.xml
@@ -1,22 +1,4 @@
 <?xml version="1.0" encoding="UTF-8"?>
-<!--
-Licensed to the Apache Software Foundation (ASF) under one
-or more contributor license agreements.  See the NOTICE file
-distributed with this work for additional information
-regarding copyright ownership.  The ASF licenses this file
-to you under the Apache License, Version 2.0 (the
-"License"); you may not use this file except in compliance
-with the License.  You may obtain a copy of the License at
-
-  http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing,
-software distributed under the License is distributed on an
-"AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY
-KIND, either express or implied.  See the License for the
-specific language governing permissions and limitations
-under the License.
--->
 <assembly xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
           xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
           xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">

From 921d96b621ba97c087babb2c2966394f1ba7aeca Mon Sep 17 00:00:00 2001
From: caoliang <245623257@qq.com>
Date: Tue, 6 Dec 2022 18:17:52 +0800
Subject: [PATCH 237/251] update selectdbwriter plugin

---
 selectdbwriter/doc/selectdbwriter.md              |  2 +-
 selectdbwriter/doc/stream2selectdb.json           |  2 +-
 .../writer/selectdbwriter/DelimiterParser.java    |  6 +++---
 .../selectdbwriter/SelectdbWriterManager.java     | 15 +++++++++------
 4 files changed, 14 insertions(+), 11 deletions(-)

diff --git a/selectdbwriter/doc/selectdbwriter.md b/selectdbwriter/doc/selectdbwriter.md
index ce4c1f23..cdf39263 100644
--- a/selectdbwriter/doc/selectdbwriter.md
+++ b/selectdbwriter/doc/selectdbwriter.md
@@ -349,7 +349,7 @@ c.再次尝试编译。
 
 * **maxBatchRows**
 
-    - 描述：每批次导入数据的最大行数。和 **maxBatchSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
+    - 描述：每批次导入数据的最大行数。和 **batchSize** 共同控制每批次的导入数量。每批次数据达到两个阈值之一，即开始导入这一批次的数据。
     - 必选：否
     - 默认值：500000
 
diff --git a/selectdbwriter/doc/stream2selectdb.json b/selectdbwriter/doc/stream2selectdb.json
index 94038810..d5e14c48 100644
--- a/selectdbwriter/doc/stream2selectdb.json
+++ b/selectdbwriter/doc/stream2selectdb.json
@@ -75,7 +75,7 @@
                             }
                         ],
                         "maxBatchRows":200000,
-                        "maxBatchByteSize":53687091200
+                        "batchSize":53687091200
                     }
                 }
             }
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/DelimiterParser.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/DelimiterParser.java
index 10572eae..fa6b397c 100644
--- a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/DelimiterParser.java
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/DelimiterParser.java
@@ -18,14 +18,14 @@ public class DelimiterParser {
         String hexStr = sp.substring(2);
         // check hex str
         if (hexStr.isEmpty()) {
-            throw new RuntimeException("Failed to parse delimiter: `Hex str is empty`");
+            throw new RuntimeException("Failed to parse delimiter: Hex str is empty");
         }
         if (hexStr.length() % 2 != 0) {
-            throw new RuntimeException("Failed to parse delimiter: `Hex str length error`");
+            throw new RuntimeException("Failed to parse delimiter: Hex str length error");
         }
         for (char hexChar : hexStr.toUpperCase().toCharArray()) {
             if (HEX_STRING.indexOf(hexChar) == -1) {
-                throw new RuntimeException("Failed to parse delimiter: `Hex str format error`");
+                throw new RuntimeException("Failed to parse delimiter: Hex str format error");
             }
         }
         // transform to separator
diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
index 479bc5c9..ca04e135 100644
--- a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
@@ -76,11 +76,13 @@ public class SelectdbWriterManager {
             batchSize += bts.length;
             if (batchCount >= options.getBatchRows() || batchSize >= options.getBatchSize()) {
                 String label = createBatchLabel();
-                LOG.debug(String.format("buffer Sinking triggered: rows[%d] label [%s].", batchCount, label));
+                if(LOG.isDebugEnabled()){
+                    LOG.debug(String.format("buffer Sinking triggered: rows[%d] label [%s].", batchCount, label));
+                }
                 flush(label, false);
             }
         } catch (Exception e) {
-            throw new SelectdbWriterException("Writing records to Doris failed.", e);
+            throw new SelectdbWriterException("Writing records to selectdb failed.", e);
         }
     }
 
@@ -107,13 +109,14 @@ public class SelectdbWriterManager {
             closed = true;
             try {
                 String label = createBatchLabel();
-                if (batchCount > 0)
-                    LOG.debug(String.format("Selectdb Sink is about to close: label[%s].", label));
+                if (batchCount > 0) {
+                    if (LOG.isDebugEnabled()) {
+                        LOG.debug(String.format("Selectdb Sink is about to close: label[%s].", label));
+                    }
+                }
                 flush(label, true);
             } catch (Exception e) {
                 throw new RuntimeException("Writing records to Selectdb failed.", e);
-            } finally {
-                this.visitor.close();
             }
         }
         checkFlushException();

From fcc659485470385e3c83c3e1dec1452049fbeebc Mon Sep 17 00:00:00 2001
From: caoliang <245623257@qq.com>
Date: Thu, 29 Dec 2022 10:17:14 +0800
Subject: [PATCH 238/251] update selectdbwriter plugin

---
 .../plugin/writer/selectdbwriter/SelectdbWriterManager.java     | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
index ca04e135..e8b22b7f 100644
--- a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbWriterManager.java
@@ -169,7 +169,7 @@ public class SelectdbWriterManager {
                 startScheduler();
                 break;
             } catch (Exception e) {
-                LOG.warn("Failed to flush batch data to Doris, retry times = {}", i, e);
+                LOG.warn("Failed to flush batch data to selectdb, retry times = {}", i, e);
                 if (i >= options.getMaxRetries()) {
                     throw new RuntimeException(e);
                 }

From f641e46ccfa0743b57dc245d5c6688127f2ffb7c Mon Sep 17 00:00:00 2001
From: zhihanz <zzh243402448@gmail.com>
Date: Thu, 12 Jan 2023 00:56:12 +0800
Subject: [PATCH 239/251] feat: support databend writer for dataX

datax

save

save

save

save

add official documenations

add doc

add doc

fix internationalization

fix guava
---
 README.md                                     |  81 +++---
 databendwriter/doc/databendwriter-CN.md       | 171 ++++++++++++
 databendwriter/doc/databendwriter.md          | 166 ++++++++++++
 databendwriter/pom.xml                        | 101 +++++++
 databendwriter/src/main/assembly/package.xml  |  34 +++
 .../writer/databendwriter/DatabendWriter.java | 248 ++++++++++++++++++
 .../util/DatabendWriterUtil.java              |  40 +++
 databendwriter/src/main/resources/plugin.json |   6 +
 .../main/resources/plugin_job_template.json   |  19 ++
 package.xml                                   |   7 +
 .../datax/plugin/rdbms/util/DataBaseType.java |   6 +-
 pom.xml                                       |   1 +
 12 files changed, 838 insertions(+), 42 deletions(-)
 create mode 100644 databendwriter/doc/databendwriter-CN.md
 create mode 100644 databendwriter/doc/databendwriter.md
 create mode 100644 databendwriter/pom.xml
 create mode 100755 databendwriter/src/main/assembly/package.xml
 create mode 100644 databendwriter/src/main/java/com/alibaba/datax/plugin/writer/databendwriter/DatabendWriter.java
 create mode 100644 databendwriter/src/main/java/com/alibaba/datax/plugin/writer/databendwriter/util/DatabendWriterUtil.java
 create mode 100644 databendwriter/src/main/resources/plugin.json
 create mode 100644 databendwriter/src/main/resources/plugin_job_template.json

diff --git a/README.md b/README.md
index 10fb9eb2..5acf4cc1 100644
--- a/README.md
+++ b/README.md
@@ -3,7 +3,7 @@
 
 # DataX
 
-DataX 是阿里云 [DataWorks数据集成](https://www.aliyun.com/product/bigdata/ide) 的开源版本，在阿里巴巴集团内被广泛使用的离线数据同步工具/平台。DataX 实现了包括 MySQL、Oracle、OceanBase、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、Hologres、DRDS 等各种异构数据源之间高效的数据同步功能。
+DataX 是阿里云 [DataWorks数据集成](https://www.aliyun.com/product/bigdata/ide) 的开源版本，在阿里巴巴集团内被广泛使用的离线数据同步工具/平台。DataX 实现了包括 MySQL、Oracle、OceanBase、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、Hologres、DRDS, databend 等各种异构数据源之间高效的数据同步功能。
 
 # DataX 商业版本
 阿里云DataWorks数据集成是DataX团队在阿里云上的商业化产品，致力于提供复杂网络环境下、丰富的异构数据源之间高速稳定的数据移动能力，以及繁杂业务背景下的数据同步解决方案。目前已经支持云上近3000家客户，单日同步数据超过3万亿条。DataWorks数据集成目前支持离线50+种数据源，可以进行整库迁移、批量上云、增量同步、分库分表等各类同步解决方案。2020年更新实时同步能力，支持10+种数据源的读写任意组合。提供MySQL，Oracle等多种数据源到阿里云MaxCompute，Hologres等大数据引擎的一键全增量同步解决方案。
@@ -36,45 +36,46 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、NOSQL、大数据计算系统都已经接入，目前支持数据如下图，详情请点击：[DataX数据源参考指南](https://github.com/alibaba/DataX/wiki/DataX-all-data-channels)
 
-| 类型 | 数据源 | Reader(读) |Writer(写)| 文档 |
-|--------------|---------------------------|:---------:|:-------:|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
-| RDBMS 关系型数据库 | MySQL  |√|√| [读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md) |
-| | Oracle  |√|√| [读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md) |
-| | OceanBase  |√|√| [读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) |
-| | SQLServer  |√|√| [读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md) |
-| | PostgreSQL  |√|√| [读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md) |
-| | DRDS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md) |
-| | Kingbase  |√|√| [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md) |
-| | 通用RDBMS(支持所有关系型数据库)  |√|√| [读](https://github.com/alibaba/DataX/blob/master/rdbmsreader/doc/rdbmsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/rdbmswriter/doc/rdbmswriter.md) |
-| 阿里云数仓数据存储 | ODPS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md) |
-| | ADB | |√| [写](https://github.com/alibaba/DataX/blob/master/adbmysqlwriter/doc/adbmysqlwriter.md) |
-| | ADS | |√| [写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md) |
-| | OSS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md) |
-| | OCS | |√| [写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md) |
-| | Hologres | |√| [写](https://github.com/alibaba/DataX/blob/master/hologresjdbcwriter/doc/hologresjdbcwriter.md) |
-| | AnalyticDB For PostgreSQL | |√| 写 |
-| 阿里云中间件 | datahub  |√|√| 读 、写 |
-| | SLS  |√|√| 读 、写 |
-| 阿里云图数据库 | GDB  |√|√| [读](https://github.com/alibaba/DataX/blob/master/gdbreader/doc/gdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/gdbwriter/doc/gdbwriter.md) |
-| NoSQL数据存储 | OTS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/otsreader/doc/otsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/otswriter/doc/otswriter.md) |
-| | Hbase0.94  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hbase094xreader/doc/hbase094xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase094xwriter/doc/hbase094xwriter.md) |
-| | Hbase1.1  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hbase11xreader/doc/hbase11xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xwriter/doc/hbase11xwriter.md) |
-| | Phoenix4.x  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hbase11xsqlreader/doc/hbase11xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xsqlwriter/doc/hbase11xsqlwriter.md) |
-| | Phoenix5.x  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hbase20xsqlreader/doc/hbase20xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase20xsqlwriter/doc/hbase20xsqlwriter.md) |
-| | MongoDB  |√|√| [读](https://github.com/alibaba/DataX/blob/master/mongodbreader/doc/mongodbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mongodbwriter/doc/mongodbwriter.md) |
-| | Cassandra  |√|√| [读](https://github.com/alibaba/DataX/blob/master/cassandrareader/doc/cassandrareader.md) 、[写](https://github.com/alibaba/DataX/blob/master/cassandrawriter/doc/cassandrawriter.md) |
-| 数仓数据存储 | StarRocks  |√|√| 读 、[写](https://github.com/alibaba/DataX/blob/master/starrockswriter/doc/starrockswriter.md) |
-| | ApacheDoris | |√| [写](https://github.com/alibaba/DataX/blob/master/doriswriter/doc/doriswriter.md) |
-| | ClickHouse | |√| 写|
-| | Hive  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) |
-| | kudu  | |√| [写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) |
-| 无结构化数据存储 | TxtFile  |√|√| [读](https://github.com/alibaba/DataX/blob/master/txtfilereader/doc/txtfilereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/txtfilewriter/doc/txtfilewriter.md) |
-| | FTP  |√|√| [读](https://github.com/alibaba/DataX/blob/master/ftpreader/doc/ftpreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ftpwriter/doc/ftpwriter.md) |
-| | HDFS  |√|√| [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md) |
-| | Elasticsearch | |√| [写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md) |
-| 时间序列数据库 | OpenTSDB  |√| | [读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md) |
-| | TSDB  |√|√| [读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md) |
-| | TDengine  |√|√| [读](https://github.com/alibaba/DataX/blob/master/tdenginereader/doc/tdenginereader-CN.md) 、[写](https://github.com/alibaba/DataX/blob/master/tdenginewriter/doc/tdenginewriter-CN.md) |
+| 类型           | 数据源                       | Reader(读) | Writer(写) |                                                                                                                       文档                                                                                                                       |
+|--------------|---------------------------|:---------:|:---------:|:----------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------------:|
+| RDBMS 关系型数据库 | MySQL                     |     √     |     √     |                                       [读](https://github.com/alibaba/DataX/blob/master/mysqlreader/doc/mysqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mysqlwriter/doc/mysqlwriter.md)                                       |
+|              | Oracle                    |     √     |     √     |                                     [读](https://github.com/alibaba/DataX/blob/master/oraclereader/doc/oraclereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/oraclewriter/doc/oraclewriter.md)                                     |
+|              | OceanBase                 |     √     |     √     | [读](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) 、[写](https://open.oceanbase.com/docs/community/oceanbase-database/V3.1.0/use-datax-to-full-migration-data-to-oceanbase) |
+|              | SQLServer                 |     √     |     √     |                               [读](https://github.com/alibaba/DataX/blob/master/sqlserverreader/doc/sqlserverreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/sqlserverwriter/doc/sqlserverwriter.md)                               |
+|              | PostgreSQL                |     √     |     √     |                             [读](https://github.com/alibaba/DataX/blob/master/postgresqlreader/doc/postgresqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/postgresqlwriter/doc/postgresqlwriter.md)                             |
+|              | DRDS                      |     √     |     √     |                                         [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md)                                         |
+|              | Kingbase                  |     √     |     √     |                                         [读](https://github.com/alibaba/DataX/blob/master/drdsreader/doc/drdsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/drdswriter/doc/drdswriter.md)                                         |
+|              | 通用RDBMS(支持所有关系型数据库)       |     √     |     √     |                                       [读](https://github.com/alibaba/DataX/blob/master/rdbmsreader/doc/rdbmsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/rdbmswriter/doc/rdbmswriter.md)                                       |
+| 阿里云数仓数据存储    | ODPS                      |     √     |     √     |                                         [读](https://github.com/alibaba/DataX/blob/master/odpsreader/doc/odpsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/odpswriter/doc/odpswriter.md)                                         |
+|              | ADB                       |           |     √     |                                                                             [写](https://github.com/alibaba/DataX/blob/master/adbmysqlwriter/doc/adbmysqlwriter.md)                                                                             |
+|              | ADS                       |           |     √     |                                                                                  [写](https://github.com/alibaba/DataX/blob/master/adswriter/doc/adswriter.md)                                                                                  |
+|              | OSS                       |     √     |     √     |                                           [读](https://github.com/alibaba/DataX/blob/master/ossreader/doc/ossreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/osswriter/doc/osswriter.md)                                           |
+|              | OCS                       |           |     √     |                                                                                  [写](https://github.com/alibaba/DataX/blob/master/ocswriter/doc/ocswriter.md)                                                                                  |
+|              | Hologres                  |           |     √     |                                                                         [写](https://github.com/alibaba/DataX/blob/master/hologresjdbcwriter/doc/hologresjdbcwriter.md)                                                                         |
+|              | AnalyticDB For PostgreSQL |           |     √     |                                                                                                                       写                                                                                                                        |
+| 阿里云中间件       | datahub                   |     √     |     √     |                                                                                                                      读 、写                                                                                                                      |
+|              | SLS                       |     √     |     √     |                                                                                                                      读 、写                                                                                                                      |
+| 阿里云图数据库      | GDB                       |     √     |     √     |                                           [读](https://github.com/alibaba/DataX/blob/master/gdbreader/doc/gdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/gdbwriter/doc/gdbwriter.md)                                           |
+| NoSQL数据存储    | OTS                       |     √     |     √     |                                           [读](https://github.com/alibaba/DataX/blob/master/otsreader/doc/otsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/otswriter/doc/otswriter.md)                                           |
+|              | Hbase0.94                 |     √     |     √     |                               [读](https://github.com/alibaba/DataX/blob/master/hbase094xreader/doc/hbase094xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase094xwriter/doc/hbase094xwriter.md)                               |
+|              | Hbase1.1                  |     √     |     √     |                                 [读](https://github.com/alibaba/DataX/blob/master/hbase11xreader/doc/hbase11xreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xwriter/doc/hbase11xwriter.md)                                 |
+|              | Phoenix4.x                |     √     |     √     |                           [读](https://github.com/alibaba/DataX/blob/master/hbase11xsqlreader/doc/hbase11xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase11xsqlwriter/doc/hbase11xsqlwriter.md)                           |
+|              | Phoenix5.x                |     √     |     √     |                           [读](https://github.com/alibaba/DataX/blob/master/hbase20xsqlreader/doc/hbase20xsqlreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hbase20xsqlwriter/doc/hbase20xsqlwriter.md)                           |
+|              | MongoDB                   |     √     |     √     |                                   [读](https://github.com/alibaba/DataX/blob/master/mongodbreader/doc/mongodbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/mongodbwriter/doc/mongodbwriter.md)                                   |
+|              | Cassandra                 |     √     |     √     |                               [读](https://github.com/alibaba/DataX/blob/master/cassandrareader/doc/cassandrareader.md) 、[写](https://github.com/alibaba/DataX/blob/master/cassandrawriter/doc/cassandrawriter.md)                               |
+| 数仓数据存储       | StarRocks                 |     √     |     √     |                                                                          读 、[写](https://github.com/alibaba/DataX/blob/master/starrockswriter/doc/starrockswriter.md)                                                                           |
+|              | ApacheDoris               |           |     √     |                                                                                [写](https://github.com/alibaba/DataX/blob/master/doriswriter/doc/doriswriter.md)                                                                                |
+|              | ClickHouse                |           |     √     |                                                                                                                       写                                                                                                                        |
+|              | Databend                  |           |     √     |                                                                             [写](https://github.com/alibaba/DataX/blob/master/databendwriter/doc/databendwriter.md)                                                                             |
+|              | Hive                      |     √     |     √     |                                         [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)                                         |
+|              | kudu                      |           |     √     |                                                                                 [写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)                                                                                 |
+| 无结构化数据存储     | TxtFile                   |     √     |     √     |                                   [读](https://github.com/alibaba/DataX/blob/master/txtfilereader/doc/txtfilereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/txtfilewriter/doc/txtfilewriter.md)                                   |
+|              | FTP                       |     √     |     √     |                                           [读](https://github.com/alibaba/DataX/blob/master/ftpreader/doc/ftpreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ftpwriter/doc/ftpwriter.md)                                           |
+|              | HDFS                      |     √     |     √     |                                         [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)                                         |
+|              | Elasticsearch             |           |     √     |                                                                        [写](https://github.com/alibaba/DataX/blob/master/elasticsearchwriter/doc/elasticsearchwriter.md)                                                                        |
+| 时间序列数据库      | OpenTSDB                  |     √     |           |                                                                             [读](https://github.com/alibaba/DataX/blob/master/opentsdbreader/doc/opentsdbreader.md)                                                                             |
+|              | TSDB                      |     √     |     √     |                                       [读](https://github.com/alibaba/DataX/blob/master/tsdbreader/doc/tsdbreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/tsdbwriter/doc/tsdbhttpwriter.md)                                       |
+|              | TDengine                  |     √     |     √     |                              [读](https://github.com/alibaba/DataX/blob/master/tdenginereader/doc/tdenginereader-CN.md) 、[写](https://github.com/alibaba/DataX/blob/master/tdenginewriter/doc/tdenginewriter-CN.md)                              |
 
 # 阿里云DataWorks数据集成
 
diff --git a/databendwriter/doc/databendwriter-CN.md b/databendwriter/doc/databendwriter-CN.md
new file mode 100644
index 00000000..d6a8f1f3
--- /dev/null
+++ b/databendwriter/doc/databendwriter-CN.md
@@ -0,0 +1,171 @@
+# DataX DatabendWriter
+[简体中文](./databendwriter-CN.md) | [English](./databendwriter.md)
+
+## 1 快速介绍
+
+Databend Writer 是一个 DataX 的插件，用于从 DataX 中写入数据到 Databend 表中。
+该插件基于[databend JDBC driver](https://github.com/databendcloud/databend-jdbc) ，它使用 [RESTful http protocol](https://databend.rs/doc/integrations/api/rest)
+在开源的 databend 和 [databend cloud](https://app.databend.com/) 上执行查询。
+
+在每个写入批次中，databend writer 将批量数据上传到内部的 S3 stage，然后执行相应的 insert SQL 将数据上传到 databend 表中。
+
+为了最佳的用户体验，如果您使用的是 databend 社区版本，您应该尝试采用 [S3](https://aws.amazon.com/s3/)/[minio](https://min.io/)/[OSS](https://www.alibabacloud.com/product/object-storage-service) 作为其底层存储层，因为
+它们支持预签名上传操作，否则您可能会在数据传输上浪费不必要的成本。
+
+您可以在[文档](https://databend.rs/doc/deploy/deploying-databend)中了解更多详细信息
+
+## 2 实现原理
+
+Databend Writer 将使用 DataX 从 DataX Reader 中获取生成的记录，并将记录批量插入到 databend 表中指定的列中。
+
+## 3 功能说明
+
+### 3.1 配置样例
+
+* 以下配置将从内存中读取一些生成的数据，并将数据上传到databend表中
+
+#### 准备工作
+```sql
+--- create table in databend
+drop table if exists datax.sample1;
+drop database if exists datax;
+create database if not exists datax;
+create table if not exsits datax.sample1(a string, b int64, c date, d timestamp, e bool, f string, g variant);
+```
+
+#### 配置样例
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "streamreader",
+          "parameter": {
+            "column" : [
+              {
+                "value": "DataX",
+                "type": "string"
+              },
+              {
+                "value": 19880808,
+                "type": "long"
+              },
+              {
+                "value": "1926-08-08 08:08:08",
+                "type": "date"
+              },
+              {
+                "value": "1988-08-08 08:08:08",
+                "type": "date"
+              },
+              {
+                "value": true,
+                "type": "bool"
+              },
+              {
+                "value": "test",
+                "type": "bytes"
+              },
+              {
+                "value": "{\"type\": \"variant\", \"value\": \"test\"}",
+                "type": "string"
+              }
+
+            ],
+            "sliceRecordCount": 10000
+          }
+        },
+        "writer": {
+          "name": "databendwriter",
+          "parameter": {
+            "username": "databend",
+            "password": "databend",
+            "column": ["a", "b", "c", "d", "e", "f", "g"],
+            "batchSize": 1000,
+            "preSql": [
+            ],
+            "postSql": [
+            ],
+            "connection": [
+              {
+                "jdbcUrl": "jdbc:databend://localhost:8000/datax",
+                "table": [
+                  "sample1"
+                ]
+              }
+            ]
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+       }
+    }
+  }
+}
+```
+
+### 3.2 参数说明
+* jdbcUrl
+    * 描述: JDBC 数据源 url。请参阅仓库中的详细[文档](https://github.com/databendcloud/databend-jdbc)
+    * 必选: 是
+    * 默认值: 无
+    * 示例: jdbc:databend://localhost:8000/datax
+* username
+    * 描述: JDBC 数据源用户名
+    * 必选: 是
+    * 默认值: 无
+    * 示例: databend
+* password
+    * 描述: JDBC 数据源密码
+    * 必选: 是
+    * 默认值: 无
+    * 示例: databend
+* table
+    * 描述: 表名的集合，table应该包含column参数中的所有列。
+    * 必选: 是
+    * 默认值: 无
+    * 示例: ["sample1"]
+* column
+    * 描述: 表中的列名集合，字段顺序应该与reader的record中的column类型对应
+    * 必选: 是
+    * 默认值: 无
+    * 示例: ["a", "b", "c", "d", "e", "f", "g"]
+* batchSize
+    * 描述: 每个批次的记录数
+    * 必选: 否
+    * 默认值: 1000
+    * 示例: 1000
+* preSql
+    * 描述: 在写入数据之前执行的SQL语句
+    * 必选: 否
+    * 默认值: 无
+    * 示例: ["delete from datax.sample1"]
+* postSql
+    * 描述: 在写入数据之后执行的SQL语句
+    * 必选: 否
+    * 默认值: 无
+    * 示例: ["select count(*) from datax.sample1"]
+
+### 3.3 类型转化
+DataX中的数据类型可以转换为databend中的相应数据类型。下表显示了两种类型之间的对应关系。
+
+| DataX 内部类型 | Databend 数据类型                                             |
+|------------|-----------------------------------------------------------|
+| INT        | TINYINT, INT8, SMALLINT, INT16, INT, INT32, BIGINT, INT64 |
+| LONG       | TINYINT, INT8, SMALLINT, INT16, INT, INT32, BIGINT, INT64 |
+| STRING     | STRING, VARCHAR                                           |
+| DOUBLE     | FLOAT, DOUBLE                                             |
+| BOOL       | BOOLEAN, BOOL                                             |
+| DATE       | DATE, TIMESTAMP                                           |
+| BYTES      | STRING, VARCHAR                                           |
+
+## 4 性能测试
+
+## 5 约束限制
+目前，复杂数据类型支持不稳定，如果您想使用复杂数据类型，例如元组，数组，请检查databend和jdbc驱动程序的进一步版本。
+
+## FAQ
\ No newline at end of file
diff --git a/databendwriter/doc/databendwriter.md b/databendwriter/doc/databendwriter.md
new file mode 100644
index 00000000..0b57bf13
--- /dev/null
+++ b/databendwriter/doc/databendwriter.md
@@ -0,0 +1,166 @@
+# DataX DatabendWriter
+[简体中文](./databendwriter-CN.md) | [English](./databendwriter.md)
+
+## 1 Introduction
+Databend Writer is a plugin for DataX to write data to Databend Table from dataX records.
+The plugin is based on [databend JDBC driver](https://github.com/databendcloud/databend-jdbc) which use [RESTful http protocol](https://databend.rs/doc/integrations/api/rest)
+to execute query on open source databend and [databend cloud](https://app.databend.com/).
+
+During each write batch, databend writer will upload batch data into internal S3 stage and execute corresponding insert SQL to upload data into databend table.
+
+For best user experience, if you are using databend community distribution, you should try to adopt [S3](https://aws.amazon.com/s3/)/[minio](https://min.io/)/[OSS](https://www.alibabacloud.com/product/object-storage-service) as its underlying storage layer since 
+they support presign upload operation otherwise you may expend unneeded cost on data transfer.
+
+You could see more details on the [doc](https://databend.rs/doc/deploy/deploying-databend)
+
+## 2 Detailed Implementation
+Databend Writer would use DataX to fetch records generated by DataX Reader, and then batch insert records to the designated columns for your databend table.
+
+## 3 Features
+### 3.1 Example Configurations
+* the following configuration would read some generated data in memory and upload data into databend table
+
+#### Preparation
+```sql
+--- create table in databend
+drop table if exists datax.sample1;
+drop database if exists datax;
+create database if not exists datax;
+create table if not exsits datax.sample1(a string, b int64, c date, d timestamp, e bool, f string, g variant);
+```
+
+#### Configurations
+```json
+{
+  "job": {
+    "content": [
+      {
+        "reader": {
+          "name": "streamreader",
+          "parameter": {
+            "column" : [
+              {
+                "value": "DataX",
+                "type": "string"
+              },
+              {
+                "value": 19880808,
+                "type": "long"
+              },
+              {
+                "value": "1926-08-08 08:08:08",
+                "type": "date"
+              },
+              {
+                "value": "1988-08-08 08:08:08",
+                "type": "date"
+              },
+              {
+                "value": true,
+                "type": "bool"
+              },
+              {
+                "value": "test",
+                "type": "bytes"
+              },
+              {
+                "value": "{\"type\": \"variant\", \"value\": \"test\"}",
+                "type": "string"
+              }
+
+            ],
+            "sliceRecordCount": 10000
+          }
+        },
+        "writer": {
+          "name": "databendwriter",
+          "parameter": {
+            "username": "databend",
+            "password": "databend",
+            "column": ["a", "b", "c", "d", "e", "f", "g"],
+            "batchSize": 1000,
+            "preSql": [
+            ],
+            "postSql": [
+            ],
+            "connection": [
+              {
+                "jdbcUrl": "jdbc:databend://localhost:8000/datax",
+                "table": [
+                  "sample1"
+                ]
+              }
+            ]
+          }
+        }
+      }
+    ],
+    "setting": {
+      "speed": {
+        "channel": 1
+       }
+    }
+  }
+}
+```
+
+### 3.2 Configuration Description
+* jdbcUrl
+  * Description: JDBC Data source url in Databend. Please take a look at repository for detailed [doc](https://github.com/databendcloud/databend-jdbc)
+  * Required: yes
+  * Default: none
+  * Example: jdbc:databend://localhost:8000/datax
+* username
+  * Description: Databend user name
+  * Required: yes
+  * Default: none
+  * Example: databend
+* password
+  * Description: Databend user password
+  * Required: yes
+  * Default: none
+  * Example: databend
+* table
+  * Description: A list of table names that should contain all of the columns in the column parameter.
+  * Required: yes
+  * Default: none
+  * Example: ["sample1"]
+* column
+  * Description: A list of column field names that should be inserted into the table. if you want to insert all column fields use `["*"]` instead.
+  * Required: yes
+  * Default: none
+  * Example: ["a", "b", "c", "d", "e", "f", "g"]
+* batchSize
+  * Description: The number of records to be inserted in each batch.
+  * Required: no
+  * Default: 1024
+* preSql
+  * Description: A list of SQL statements that will be executed before the write operation.
+  * Required: no
+  * Default: none
+* postSql
+  * Description: A list of SQL statements that will be executed after the write operation.
+  * Required: no
+  * Default: none
+
+### 3.3 Type Convert
+Data types in datax can be converted to the corresponding data types in databend. The following table shows the correspondence between the two types.
+
+| DataX Type | Databend Type                                             |
+|------------|-----------------------------------------------------------|
+| INT        | TINYINT, INT8, SMALLINT, INT16, INT, INT32, BIGINT, INT64 |
+| LONG       | TINYINT, INT8, SMALLINT, INT16, INT, INT32, BIGINT, INT64 |
+| STRING     | STRING, VARCHAR                                           |
+| DOUBLE     | FLOAT, DOUBLE                                             |
+| BOOL       | BOOLEAN, BOOL                                             |
+| DATE       | DATE, TIMESTAMP                                           |
+| BYTES      | STRING, VARCHAR                                           |
+
+
+## 4 Performance Test
+
+
+## 5 Restrictions
+Currently, complex data type support is not stable, if you want to use complex data type such as tuple, array, please check further release version of databend and jdbc driver.
+
+## FAQ
diff --git a/databendwriter/pom.xml b/databendwriter/pom.xml
new file mode 100644
index 00000000..1c1ef309
--- /dev/null
+++ b/databendwriter/pom.xml
@@ -0,0 +1,101 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project xmlns="http://maven.apache.org/POM/4.0.0"
+         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
+    <parent>
+        <artifactId>datax-all</artifactId>
+        <groupId>com.alibaba.datax</groupId>
+        <version>0.0.1-SNAPSHOT</version>
+    </parent>
+
+    <modelVersion>4.0.0</modelVersion>
+    <artifactId>databendwriter</artifactId>
+    <name>databendwriter</name>
+    <packaging>jar</packaging>
+
+    <dependencies>
+        <dependency>
+            <groupId>com.databend</groupId>
+            <artifactId>databend-jdbc</artifactId>
+            <version>0.0.4</version>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-core</artifactId>
+            <version>${datax-project-version}</version>
+        </dependency>
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>datax-common</artifactId>
+            <version>${datax-project-version}</version>
+        </dependency>
+        <dependency>
+            <groupId>org.slf4j</groupId>
+            <artifactId>slf4j-api</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>ch.qos.logback</groupId>
+            <artifactId>logback-classic</artifactId>
+        </dependency>
+
+        <dependency>
+            <groupId>com.alibaba.datax</groupId>
+            <artifactId>plugin-rdbms-util</artifactId>
+            <version>${datax-project-version}</version>
+            <exclusions>
+                <exclusion>
+                    <groupId>com.google.guava</groupId>
+                    <artifactId>guava</artifactId>
+                </exclusion>
+            </exclusions>
+        </dependency>
+
+
+        <dependency>
+            <groupId>junit</groupId>
+            <artifactId>junit</artifactId>
+            <scope>test</scope>
+        </dependency>
+    </dependencies>
+    <build>
+        <resources>
+            <resource>
+                <directory>src/main/java</directory>
+                <includes>
+                    <include>**/*.properties</include>
+                </includes>
+            </resource>
+        </resources>
+        <plugins>
+            <!-- compiler plugin -->
+            <plugin>
+                <artifactId>maven-compiler-plugin</artifactId>
+                <configuration>
+                    <source>${jdk-version}</source>
+                    <target>${jdk-version}</target>
+                    <encoding>${project-sourceEncoding}</encoding>
+                </configuration>
+            </plugin>
+            <!-- assembly plugin -->
+            <plugin>
+                <artifactId>maven-assembly-plugin</artifactId>
+                <configuration>
+                    <descriptors>
+                        <descriptor>src/main/assembly/package.xml</descriptor>
+                    </descriptors>
+                    <finalName>datax</finalName>
+                </configuration>
+                <executions>
+                    <execution>
+                        <id>dwzip</id>
+                        <phase>package</phase>
+                        <goals>
+                            <goal>single</goal>
+                        </goals>
+                    </execution>
+                </executions>
+            </plugin>
+        </plugins>
+    </build>
+</project>
\ No newline at end of file
diff --git a/databendwriter/src/main/assembly/package.xml b/databendwriter/src/main/assembly/package.xml
new file mode 100755
index 00000000..8a9ba1b2
--- /dev/null
+++ b/databendwriter/src/main/assembly/package.xml
@@ -0,0 +1,34 @@
+<assembly
+        xmlns="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0"
+        xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
+        xsi:schemaLocation="http://maven.apache.org/plugins/maven-assembly-plugin/assembly/1.1.0 http://maven.apache.org/xsd/assembly-1.1.0.xsd">
+    <id></id>
+    <formats>
+        <format>dir</format>
+    </formats>
+    <includeBaseDirectory>false</includeBaseDirectory>
+    <fileSets>
+        <fileSet>
+            <directory>src/main/resources</directory>
+            <includes>
+                <include>plugin.json</include>
+ 				<include>plugin_job_template.json</include>
+ 			</includes>
+            <outputDirectory>plugin/writer/databendwriter</outputDirectory>
+        </fileSet>
+        <fileSet>
+            <directory>target/</directory>
+            <includes>
+                <include>databendwriter-0.0.1-SNAPSHOT.jar</include>
+            </includes>
+            <outputDirectory>plugin/writer/databendwriter</outputDirectory>
+        </fileSet>
+    </fileSets>
+
+    <dependencySets>
+        <dependencySet>
+            <useProjectArtifact>false</useProjectArtifact>
+            <outputDirectory>plugin/writer/databendwriter/libs</outputDirectory>
+        </dependencySet>
+    </dependencySets>
+</assembly>
diff --git a/databendwriter/src/main/java/com/alibaba/datax/plugin/writer/databendwriter/DatabendWriter.java b/databendwriter/src/main/java/com/alibaba/datax/plugin/writer/databendwriter/DatabendWriter.java
new file mode 100644
index 00000000..a4222f08
--- /dev/null
+++ b/databendwriter/src/main/java/com/alibaba/datax/plugin/writer/databendwriter/DatabendWriter.java
@@ -0,0 +1,248 @@
+package com.alibaba.datax.plugin.writer.databendwriter;
+
+import com.alibaba.datax.common.element.Column;
+import com.alibaba.datax.common.element.StringColumn;
+import com.alibaba.datax.common.exception.CommonErrorCode;
+import com.alibaba.datax.common.exception.DataXException;
+import com.alibaba.datax.common.plugin.RecordReceiver;
+import com.alibaba.datax.common.spi.Writer;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.util.DataBaseType;
+import com.alibaba.datax.plugin.rdbms.writer.CommonRdbmsWriter;
+import com.alibaba.datax.plugin.writer.databendwriter.util.DatabendWriterUtil;
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.sql.*;
+import java.util.List;
+import java.util.regex.Pattern;
+
+public class DatabendWriter extends Writer
+{
+    private static final DataBaseType DATABASE_TYPE = DataBaseType.Databend;
+
+    public static class Job
+            extends Writer.Job
+    {
+        private static final Logger LOG = LoggerFactory.getLogger(Job.class);
+        private Configuration originalConfig;
+        private CommonRdbmsWriter.Job commonRdbmsWriterMaster;
+
+        @Override
+        public void init()
+        {
+            this.originalConfig = super.getPluginJobConf();
+            this.commonRdbmsWriterMaster = new CommonRdbmsWriter.Job(DATABASE_TYPE);
+            this.commonRdbmsWriterMaster.init(this.originalConfig);
+            // placeholder currently not supported by databend driver, needs special treatment
+            DatabendWriterUtil.dealWriteMode(this.originalConfig);
+        }
+
+        @Override
+        public void preCheck()
+        {
+            this.init();
+            this.commonRdbmsWriterMaster.writerPreCheck(this.originalConfig, DATABASE_TYPE);
+        }
+
+        @Override
+        public void prepare() {
+            this.commonRdbmsWriterMaster.prepare(this.originalConfig);
+        }
+
+        @Override
+        public List<Configuration> split(int mandatoryNumber) {
+            return this.commonRdbmsWriterMaster.split(this.originalConfig, mandatoryNumber);
+        }
+
+        @Override
+        public void post() {
+            this.commonRdbmsWriterMaster.post(this.originalConfig);
+        }
+
+        @Override
+        public void destroy() {
+            this.commonRdbmsWriterMaster.destroy(this.originalConfig);
+        }
+    }
+
+
+    public static class Task extends Writer.Task
+    {
+        private static final Logger LOG = LoggerFactory.getLogger(Task.class);
+
+        private Configuration writerSliceConfig;
+
+        private CommonRdbmsWriter.Task commonRdbmsWriterSlave;
+
+        @Override
+        public void init()
+        {
+            this.writerSliceConfig = super.getPluginJobConf();
+
+            this.commonRdbmsWriterSlave = new CommonRdbmsWriter.Task(DataBaseType.Databend){
+                @Override
+                protected PreparedStatement fillPreparedStatementColumnType(PreparedStatement preparedStatement, int columnIndex, int columnSqltype, String typeName, Column column) throws SQLException {
+                    try {
+                        if (column.getRawData() == null) {
+                            preparedStatement.setNull(columnIndex + 1, columnSqltype);
+                            return preparedStatement;
+                        }
+
+                        java.util.Date utilDate;
+                        switch (columnSqltype) {
+
+                            case Types.TINYINT:
+                            case Types.SMALLINT:
+                            case Types.INTEGER:
+                                preparedStatement.setInt(columnIndex + 1, column.asBigInteger().intValue());
+                                break;
+                            case Types.BIGINT:
+                                preparedStatement.setLong(columnIndex + 1, column.asLong());
+                                break;
+                            case Types.DECIMAL:
+                                preparedStatement.setBigDecimal(columnIndex + 1, column.asBigDecimal());
+                                break;
+                            case Types.FLOAT:
+                            case Types.REAL:
+                                preparedStatement.setFloat(columnIndex + 1, column.asDouble().floatValue());
+                                break;
+                            case Types.DOUBLE:
+                                preparedStatement.setDouble(columnIndex + 1, column.asDouble());
+                                break;
+                            case Types.DATE:
+                                java.sql.Date sqlDate = null;
+                                try {
+                                    utilDate = column.asDate();
+                                } catch (DataXException e) {
+                                    throw new SQLException(String.format(
+                                            "Date type conversion error: [%s]", column));
+                                }
+
+                                if (null != utilDate) {
+                                    sqlDate = new java.sql.Date(utilDate.getTime());
+                                }
+                                preparedStatement.setDate(columnIndex + 1, sqlDate);
+                                break;
+
+                            case Types.TIME:
+                                java.sql.Time sqlTime = null;
+                                try {
+                                    utilDate = column.asDate();
+                                } catch (DataXException e) {
+                                    throw new SQLException(String.format(
+                                            "Date type conversion error: [%s]", column));
+                                }
+
+                                if (null != utilDate) {
+                                    sqlTime = new java.sql.Time(utilDate.getTime());
+                                }
+                                preparedStatement.setTime(columnIndex + 1, sqlTime);
+                                break;
+
+                            case Types.TIMESTAMP:
+                                Timestamp sqlTimestamp = null;
+                                if (column instanceof StringColumn && column.asString() != null) {
+                                    String timeStampStr = column.asString();
+                                    // JAVA TIMESTAMP 类型入参必须是 "2017-07-12 14:39:00.123566" 格式
+                                    String pattern = "^\\d+-\\d+-\\d+ \\d+:\\d+:\\d+.\\d+";
+                                    boolean isMatch = Pattern.matches(pattern, timeStampStr);
+                                    if (isMatch) {
+                                        sqlTimestamp = Timestamp.valueOf(timeStampStr);
+                                        preparedStatement.setTimestamp(columnIndex + 1, sqlTimestamp);
+                                        break;
+                                    }
+                                }
+                                try {
+                                    utilDate = column.asDate();
+                                } catch (DataXException e) {
+                                    throw new SQLException(String.format(
+                                            "Date type conversion error: [%s]", column));
+                                }
+
+                                if (null != utilDate) {
+                                    sqlTimestamp = new Timestamp(
+                                            utilDate.getTime());
+                                }
+                                preparedStatement.setTimestamp(columnIndex + 1, sqlTimestamp);
+                                break;
+
+                            case Types.BINARY:
+                            case Types.VARBINARY:
+                            case Types.BLOB:
+                            case Types.LONGVARBINARY:
+                                preparedStatement.setBytes(columnIndex + 1, column
+                                        .asBytes());
+                                break;
+
+                            case Types.BOOLEAN:
+
+                            // warn: bit(1) -> Types.BIT 可使用setBoolean
+                            // warn: bit(>1) -> Types.VARBINARY 可使用setBytes
+                            case Types.BIT:
+                                if (this.dataBaseType == DataBaseType.MySql) {
+                                    Boolean asBoolean = column.asBoolean();
+                                    if (asBoolean != null) {
+                                        preparedStatement.setBoolean(columnIndex + 1, asBoolean);
+                                    } else {
+                                        preparedStatement.setNull(columnIndex + 1, Types.BIT);
+                                    }
+                                } else {
+                                    preparedStatement.setString(columnIndex + 1, column.asString());
+                                }
+                                break;
+
+                            default:
+                                // cast variant / array into string is fine.
+                                preparedStatement.setString(columnIndex + 1, column.asString());
+                                break;
+                        }
+                        return preparedStatement;
+                    } catch (DataXException e) {
+                        // fix类型转换或者溢出失败时，将具体哪一列打印出来
+                        if (e.getErrorCode() == CommonErrorCode.CONVERT_NOT_SUPPORT ||
+                                e.getErrorCode() == CommonErrorCode.CONVERT_OVER_FLOW) {
+                            throw DataXException
+                                    .asDataXException(
+                                            e.getErrorCode(),
+                                            String.format(
+                                                    "type conversion error. columnName: [%s], columnType:[%d], columnJavaType: [%s]. please change the data type in given column field or do not sync on the column.",
+                                                    this.resultSetMetaData.getLeft()
+                                                            .get(columnIndex),
+                                                    this.resultSetMetaData.getMiddle()
+                                                            .get(columnIndex),
+                                                    this.resultSetMetaData.getRight()
+                                                            .get(columnIndex)));
+                        } else {
+                            throw e;
+                        }
+                    }
+                }
+
+            };
+            this.commonRdbmsWriterSlave.init(this.writerSliceConfig);
+        }
+
+        @Override
+        public void destroy()
+        {
+            this.commonRdbmsWriterSlave.destroy(this.writerSliceConfig);
+        }
+
+        @Override
+        public void prepare() {
+            this.commonRdbmsWriterSlave.prepare(this.writerSliceConfig);
+        }
+
+        @Override
+        public void post() {
+            this.commonRdbmsWriterSlave.post(this.writerSliceConfig);
+        }
+        @Override
+        public void startWrite(RecordReceiver lineReceiver)
+        {
+            this.commonRdbmsWriterSlave.startWrite(lineReceiver, this.writerSliceConfig, this.getTaskPluginCollector());
+        }
+
+    }
+}
diff --git a/databendwriter/src/main/java/com/alibaba/datax/plugin/writer/databendwriter/util/DatabendWriterUtil.java b/databendwriter/src/main/java/com/alibaba/datax/plugin/writer/databendwriter/util/DatabendWriterUtil.java
new file mode 100644
index 00000000..a862e920
--- /dev/null
+++ b/databendwriter/src/main/java/com/alibaba/datax/plugin/writer/databendwriter/util/DatabendWriterUtil.java
@@ -0,0 +1,40 @@
+package com.alibaba.datax.plugin.writer.databendwriter.util;
+import com.alibaba.datax.common.util.Configuration;
+import com.alibaba.datax.plugin.rdbms.writer.Constant;
+import com.alibaba.datax.plugin.rdbms.writer.Key;
+
+import org.slf4j.Logger;
+import org.slf4j.LoggerFactory;
+
+import java.util.List;
+import java.util.StringJoiner;
+
+public final class DatabendWriterUtil
+{
+    private static final Logger LOG = LoggerFactory.getLogger(DatabendWriterUtil.class);
+
+    private DatabendWriterUtil() {}
+    public static void dealWriteMode(Configuration originalConfig)
+    {
+        List<String> columns = originalConfig.getList(Key.COLUMN, String.class);
+
+        String jdbcUrl = originalConfig.getString(String.format("%s[0].%s",
+                Constant.CONN_MARK, Key.JDBC_URL, String.class));
+
+        String writeMode = originalConfig.getString(Key.WRITE_MODE, "INSERT");
+
+        StringBuilder writeDataSqlTemplate = new StringBuilder();
+        writeDataSqlTemplate.append("INSERT INTO %s");
+        StringJoiner columnString = new StringJoiner(",");
+
+        for (String column : columns) {
+            columnString.add(column);
+        }
+        writeDataSqlTemplate.append(String.format("(%s)", columnString));
+        writeDataSqlTemplate.append(" VALUES");
+
+        LOG.info("Write data [\n{}\n], which jdbcUrl like:[{}]", writeDataSqlTemplate, jdbcUrl);
+
+        originalConfig.set(Constant.INSERT_OR_REPLACE_TEMPLATE_MARK, writeDataSqlTemplate);
+    }
+}
\ No newline at end of file
diff --git a/databendwriter/src/main/resources/plugin.json b/databendwriter/src/main/resources/plugin.json
new file mode 100644
index 00000000..bab0130d
--- /dev/null
+++ b/databendwriter/src/main/resources/plugin.json
@@ -0,0 +1,6 @@
+{
+  "name": "databendwriter",
+  "class": "com.alibaba.datax.plugin.writer.databendwriter.DatabendWriter",
+  "description": "execute batch insert sql to write dataX data into databend",
+  "developer": "databend"
+}
\ No newline at end of file
diff --git a/databendwriter/src/main/resources/plugin_job_template.json b/databendwriter/src/main/resources/plugin_job_template.json
new file mode 100644
index 00000000..34d4b251
--- /dev/null
+++ b/databendwriter/src/main/resources/plugin_job_template.json
@@ -0,0 +1,19 @@
+{
+  "name": "databendwriter",
+  "parameter": {
+    "username": "username",
+    "password": "password",
+    "column": ["col1", "col2", "col3"],
+    "connection": [
+      {
+        "jdbcUrl": "jdbc:databend://<host>:<port>[/<database>]",
+        "table": "table1"
+      }
+    ],
+    "preSql": [],
+    "postSql": [],
+
+    "maxBatchRows": 65536,
+    "maxBatchSize": 134217728
+  }
+}
\ No newline at end of file
diff --git a/package.xml b/package.xml
index 96b52c30..f602b96f 100755
--- a/package.xml
+++ b/package.xml
@@ -434,6 +434,13 @@
             </includes>
             <outputDirectory>datax</outputDirectory>
         </fileSet>
+        <fileSet>
+            <directory>databendwriter/target/datax/</directory>
+            <includes>
+                <include>**/*.*</include>
+            </includes>
+            <outputDirectory>datax</outputDirectory>
+        </fileSet>
         <fileSet>
             <directory>oscarwriter/target/datax/</directory>
             <includes>
diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
index 2e145d02..1b46a8bc 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DataBaseType.java
@@ -24,8 +24,8 @@ public enum DataBaseType {
     KingbaseES("kingbasees", "com.kingbase8.Driver"),
     Oscar("oscar", "com.oscar.Driver"),
     OceanBase("oceanbase", "com.alipay.oceanbase.jdbc.Driver"),
-    StarRocks("starrocks", "com.mysql.jdbc.Driver");
-
+    StarRocks("starrocks", "com.mysql.jdbc.Driver"),
+    Databend("databend", "com.databend.jdbc.DatabendDriver");
 
     private String typeName;
     private String driverClassName;
@@ -118,6 +118,8 @@ public enum DataBaseType {
                 break;
             case RDBMS:
                 break;
+            case Databend:
+                break;
             case KingbaseES:
                 break;
             case Oscar:
diff --git a/pom.xml b/pom.xml
index 228e850e..45587263 100644
--- a/pom.xml
+++ b/pom.xml
@@ -84,6 +84,7 @@
         <module>mysqlwriter</module>
         <module>starrockswriter</module>
         <module>drdswriter</module>
+        <module>databendwriter</module>
         <module>oraclewriter</module>
         <module>sqlserverwriter</module>
         <module>postgresqlwriter</module>

From e7c02a402c2f52c3742ddb87440f666867d43f6a Mon Sep 17 00:00:00 2001
From: Frank Zhao <syzhao1988@126.com>
Date: Fri, 3 Feb 2023 14:56:49 +0800
Subject: [PATCH 240/251] doc: update readme

Add contribution leaderboard badge into README file.

Signed-off-by: frank-zsy <syzhao1988@126.com>
---
 README.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 5acf4cc1..2c5e95f4 100644
--- a/README.md
+++ b/README.md
@@ -1,8 +1,9 @@
 ![Datax-logo](https://github.com/alibaba/DataX/blob/master/images/DataX-logo.jpg)
 
-
 # DataX
 
+[![Leaderboard](https://img.shields.io/badge/DataX-%E6%9F%A5%E7%9C%8B%E8%B4%A1%E7%8C%AE%E6%8E%92%E8%A1%8C%E6%A6%9C-orange)](https://opensource.alibaba.com/contribution_leaderboard/details?projectValue=datax)
+
 DataX 是阿里云 [DataWorks数据集成](https://www.aliyun.com/product/bigdata/ide) 的开源版本，在阿里巴巴集团内被广泛使用的离线数据同步工具/平台。DataX 实现了包括 MySQL、Oracle、OceanBase、SqlServer、Postgre、HDFS、Hive、ADS、HBase、TableStore(OTS)、MaxCompute(ODPS)、Hologres、DRDS, databend 等各种异构数据源之间高效的数据同步功能。
 
 # DataX 商业版本

From fbcad2a609d98f7ba04b17f03b5cfc31ccb03e04 Mon Sep 17 00:00:00 2001
From: "Kyle.K.Zhao" <13636814471@163.com>
Date: Sat, 4 Feb 2023 08:23:17 +0800
Subject: [PATCH 241/251] add sqlserver session support

---
 .../java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java     | 5 +++++
 1 file changed, 5 insertions(+)

diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java
index 978c4566..12a3aa74 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/util/DBUtil.java
@@ -720,6 +720,11 @@ public final class DBUtil {
                         new ArrayList<String>(), String.class);
                 DBUtil.doDealWithSessionConfig(conn, sessionConfig, message);
                 break;
+            case SQLServer:
+                sessionConfig = config.getList(Key.SESSION,
+                        new ArrayList<String>(), String.class);
+                DBUtil.doDealWithSessionConfig(conn, sessionConfig, message);
+                break;
             default:
                 break;
         }

From a944984d742bc980f3e20dd1875959616f5afdde Mon Sep 17 00:00:00 2001
From: "Kyle.K.Zhao" <13636814471@163.com>
Date: Wed, 8 Feb 2023 11:10:22 +0800
Subject: [PATCH 242/251] sqlserver readme add session config

---
 sqlserverwriter/doc/sqlserverwriter.md | 9 +++++++++
 1 file changed, 9 insertions(+)

diff --git a/sqlserverwriter/doc/sqlserverwriter.md b/sqlserverwriter/doc/sqlserverwriter.md
index cdaf1526..7d786292 100644
--- a/sqlserverwriter/doc/sqlserverwriter.md
+++ b/sqlserverwriter/doc/sqlserverwriter.md
@@ -69,6 +69,7 @@ SqlServerWriter 通过 DataX 框架获取 Reader 生成的协议数据，根据
                                 "jdbcUrl": "jdbc:sqlserver://[HOST_NAME]:PORT;DatabaseName=[DATABASE_NAME]"
                             }
                         ],
+			"session": ["SET IDENTITY_INSERT TABLE_NAME ON"],
                         "preSql": [
                             "delete from @table where db_id = -1;"
                         ],
@@ -139,6 +140,14 @@ SqlServerWriter 通过 DataX 框架获取 Reader 生成的协议数据，根据
 
   * 默认值：否 <br />
 
+* **session**
+
+  * 描述：DataX在获取 seqlserver 连接时，执行session指定的SQL语句，修改当前connection session属性<br />
+
+  * 必选：否 <br />
+
+  * 默认值：无 <br />
+
 * **preSql**
 
   * 描述：写入数据到目的表前，会先执行这里的标准语句。如果 Sql 中有你需要操作到的表名称，请使用 `@table` 表示，这样在实际执行 Sql 语句时，会对变量按照实际表名称进行替换。<br />

From d9d40247a57a5255df73bfe2f967348a11246104 Mon Sep 17 00:00:00 2001
From: "shaojin.wensj" <shaojin.wensj@alibaba-inc.com>
Date: Sat, 11 Feb 2023 22:55:24 +0800
Subject: [PATCH 243/251] 2.0.20 -> 2.0.23

---
 starrockswriter/pom.xml | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/starrockswriter/pom.xml b/starrockswriter/pom.xml
index 877ebda9..67e3b919 100755
--- a/starrockswriter/pom.xml
+++ b/starrockswriter/pom.xml
@@ -64,7 +64,7 @@
         <dependency>
             <groupId>com.alibaba.fastjson2</groupId>
             <artifactId>fastjson2</artifactId>
-            <version>2.0.20</version>
+            <version>2.0.23</version>
         </dependency>
 		<dependency>
             <groupId>mysql</groupId>

From 713669067de0a35b8fb21a396a60b71b24d23c05 Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Wed, 15 Feb 2023 17:42:59 +0800
Subject: [PATCH 244/251] Selectdb update to fastjson2

---
 .../datax/plugin/writer/selectdbwriter/SelectdbJsonCodec.java   | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbJsonCodec.java b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbJsonCodec.java
index ed7e332f..8b1a3760 100644
--- a/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbJsonCodec.java
+++ b/selectdbwriter/src/main/java/com/alibaba/datax/plugin/writer/selectdbwriter/SelectdbJsonCodec.java
@@ -1,7 +1,7 @@
 package com.alibaba.datax.plugin.writer.selectdbwriter;
 
 import com.alibaba.datax.common.element.Record;
-import com.alibaba.fastjson.JSON;
+import com.alibaba.fastjson2.JSON;
 
 import java.util.HashMap;
 import java.util.List;

From 493210f78e364525d7f69b6bc49a17c3343e7693 Mon Sep 17 00:00:00 2001
From: Jeremy <hantmac@outlook.com>
Date: Mon, 20 Feb 2023 17:47:15 +0800
Subject: [PATCH 245/251] Update pom.xml

---
 databendwriter/pom.xml | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/databendwriter/pom.xml b/databendwriter/pom.xml
index 1c1ef309..976ecd6a 100644
--- a/databendwriter/pom.xml
+++ b/databendwriter/pom.xml
@@ -17,7 +17,7 @@
         <dependency>
             <groupId>com.databend</groupId>
             <artifactId>databend-jdbc</artifactId>
-            <version>0.0.4</version>
+            <version>0.0.5</version>
         </dependency>
         <dependency>
             <groupId>com.alibaba.datax</groupId>
@@ -98,4 +98,4 @@
             </plugin>
         </plugins>
     </build>
-</project>
\ No newline at end of file
+</project>

From 3e8a5fcc2e91a1bb0c1a74de7eb74100ff6e7977 Mon Sep 17 00:00:00 2001
From: FuYouJ <1247908487@qq.com>
Date: Tue, 7 Mar 2023 18:54:18 +0800
Subject: [PATCH 246/251] =?UTF-8?q?ES=E9=9B=86=E7=BE=A4=E5=86=99=E5=85=A5?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../writer/elasticsearchwriter/ElasticSearchClient.java       | 4 +++-
 1 file changed, 3 insertions(+), 1 deletion(-)

diff --git a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java
index 869c33b9..08486e1f 100644
--- a/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java
+++ b/elasticsearchwriter/src/main/java/com/alibaba/datax/plugin/writer/elasticsearchwriter/ElasticSearchClient.java
@@ -53,6 +53,8 @@ public class ElasticSearchClient {
     public ElasticSearchClient(Configuration conf) {
         this.conf = conf;
         String endpoint = Key.getEndpoint(conf);
+        //es是支持集群写入的
+        String[] endpoints = endpoint.split(",");
         String user = Key.getUsername(conf);
         String passwd = Key.getPassword(conf);
         boolean multiThread = Key.isMultiThread(conf);
@@ -63,7 +65,7 @@ public class ElasticSearchClient {
         int totalConnection = this.conf.getInt("maxTotalConnection", 200);
         JestClientFactory factory = new JestClientFactory();
         Builder httpClientConfig = new HttpClientConfig
-                .Builder(endpoint)
+                .Builder(Arrays.asList(endpoints))
 //                .setPreemptiveAuth(new HttpHost(endpoint))
                 .multiThreaded(multiThread)
                 .connTimeout(readTimeout)

From 5ee2ea58bcc04a13441602861e618d9e2207e077 Mon Sep 17 00:00:00 2001
From: xian_sc <xian_sc@outlook.com>
Date: Tue, 21 Mar 2023 12:40:02 +0800
Subject: [PATCH 247/251] =?UTF-8?q?bug:=E4=BF=AE=E5=A4=8DTxtFileReader?=
 =?UTF-8?q?=E8=AF=BBCSV=E6=96=87=E4=BB=B6=E6=97=B6,=E4=B8=8D=E8=AF=BBCSVCo?=
 =?UTF-8?q?nfig=E9=97=AE=E9=A2=98?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../alibaba/datax/plugin/reader/txtfilereader/TxtFileReader.java | 1 +
 1 file changed, 1 insertion(+)

diff --git a/txtfilereader/src/main/java/com/alibaba/datax/plugin/reader/txtfilereader/TxtFileReader.java b/txtfilereader/src/main/java/com/alibaba/datax/plugin/reader/txtfilereader/TxtFileReader.java
index 914305c6..a74ef8fc 100755
--- a/txtfilereader/src/main/java/com/alibaba/datax/plugin/reader/txtfilereader/TxtFileReader.java
+++ b/txtfilereader/src/main/java/com/alibaba/datax/plugin/reader/txtfilereader/TxtFileReader.java
@@ -182,6 +182,7 @@ public class TxtFileReader extends Reader {
 								delimiterInStr));
 			}
 
+			UnstructuredStorageReaderUtil.validateCsvReaderConfig(this.originConfig);
 		}
 
 		@Override

From f79f742d7c39aa6f3adeadb83ea634f0aa65fa45 Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Tue, 21 Mar 2023 18:45:57 +0800
Subject: [PATCH 248/251] datax 202302

---
 adswriter/doc/adswriter.md                    |  1 -
 .../adswriter/load/TransferProjectConf.java   |  6 --
 .../datax/common/statistics/PerfTrace.java    | 22 ++-----
 .../common/util/IdAndKeyRollingUtil.java      | 62 ------------------
 .../java/com/alibaba/datax/core/Engine.java   |  9 +--
 .../writer/kudu11xwriter/KuduWriterTask.java  |  2 +-
 mongodbreader/doc/mongodbreader.md            |  3 +-
 .../plugin/reader/odpsreader/Constant.java    | 11 ----
 .../datax/plugin/reader/odpsreader/Key.java   |  3 -
 .../plugin/reader/odpsreader/OdpsReader.java  |  6 --
 .../reader/odpsreader/util/IdAndKeyUtil.java  | 65 -------------------
 .../reader/odpsreader/util/OdpsUtil.java      | 13 +---
 odpswriter/doc/odpswriter.md                  |  3 +-
 .../plugin/writer/odpswriter/Constant.java    |  7 --
 .../datax/plugin/writer/odpswriter/Key.java   |  2 -
 .../plugin/writer/odpswriter/OdpsWriter.java  | 42 ------------
 .../writer/odpswriter/util/IdAndKeyUtil.java  | 65 -------------------
 .../writer/odpswriter/util/OdpsUtil.java      | 12 +---
 pom.xml                                       |  2 +-
 starrockswriter/pom.xml                       |  1 -
 20 files changed, 16 insertions(+), 321 deletions(-)
 delete mode 100644 common/src/main/java/com/alibaba/datax/common/util/IdAndKeyRollingUtil.java
 delete mode 100644 odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/IdAndKeyUtil.java
 delete mode 100755 odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/IdAndKeyUtil.java

diff --git a/adswriter/doc/adswriter.md b/adswriter/doc/adswriter.md
index 4a0fd961..c02f8018 100644
--- a/adswriter/doc/adswriter.md
+++ b/adswriter/doc/adswriter.md
@@ -110,7 +110,6 @@ DataX 将数据直连ADS接口，利用ADS暴露的INSERT接口直写到ADS。
               "account": "xxx@aliyun.com",
               "odpsServer": "xxx",
               "tunnelServer": "xxx",
-              "accountType": "aliyun",
               "project": "transfer_project"
             },
             "writeMode": "load",
diff --git a/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/load/TransferProjectConf.java b/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/load/TransferProjectConf.java
index bff4b7b9..3d28a833 100644
--- a/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/load/TransferProjectConf.java
+++ b/adswriter/src/main/java/com/alibaba/datax/plugin/writer/adswriter/load/TransferProjectConf.java
@@ -12,7 +12,6 @@ public class TransferProjectConf {
     public final static String KEY_ACCOUNT = "odps.account";
     public final static String KEY_ODPS_SERVER = "odps.odpsServer";
     public final static String KEY_ODPS_TUNNEL = "odps.tunnelServer";
-    public final static String KEY_ACCOUNT_TYPE = "odps.accountType";
     public final static String KEY_PROJECT = "odps.project";
 
     private String accessId;
@@ -20,7 +19,6 @@ public class TransferProjectConf {
     private String account;
     private String odpsServer;
     private String odpsTunnel;
-    private String accountType;
     private String project;
 
     public static  TransferProjectConf create(Configuration adsWriterConf) {
@@ -30,7 +28,6 @@ public class TransferProjectConf {
         res.account = adsWriterConf.getString(KEY_ACCOUNT);
         res.odpsServer = adsWriterConf.getString(KEY_ODPS_SERVER);
         res.odpsTunnel = adsWriterConf.getString(KEY_ODPS_TUNNEL);
-        res.accountType = adsWriterConf.getString(KEY_ACCOUNT_TYPE, "aliyun");
         res.project = adsWriterConf.getString(KEY_PROJECT);
         return res;
     }
@@ -55,9 +52,6 @@ public class TransferProjectConf {
         return odpsTunnel;
     }
 
-    public String getAccountType() {
-        return accountType;
-    }
 
     public String getProject() {
         return project;
diff --git a/common/src/main/java/com/alibaba/datax/common/statistics/PerfTrace.java b/common/src/main/java/com/alibaba/datax/common/statistics/PerfTrace.java
index ea9aa421..cf0457bc 100644
--- a/common/src/main/java/com/alibaba/datax/common/statistics/PerfTrace.java
+++ b/common/src/main/java/com/alibaba/datax/common/statistics/PerfTrace.java
@@ -31,7 +31,6 @@ public class PerfTrace {
     private int taskGroupId;
     private int channelNumber;
 
-    private int priority;
     private int batchSize = 500;
     private volatile boolean perfReportEnable = true;
 
@@ -54,12 +53,12 @@ public class PerfTrace {
      * @param taskGroupId
      * @return
      */
-    public static PerfTrace getInstance(boolean isJob, long jobId, int taskGroupId, int priority, boolean enable) {
+    public static PerfTrace getInstance(boolean isJob, long jobId, int taskGroupId, boolean enable) {
 
         if (instance == null) {
             synchronized (lock) {
                 if (instance == null) {
-                    instance = new PerfTrace(isJob, jobId, taskGroupId, priority, enable);
+                    instance = new PerfTrace(isJob, jobId, taskGroupId, enable);
                 }
             }
         }
@@ -76,22 +75,21 @@ public class PerfTrace {
             LOG.error("PerfTrace instance not be init! must have some error! ");
             synchronized (lock) {
                 if (instance == null) {
-                    instance = new PerfTrace(false, -1111, -1111, 0, false);
+                    instance = new PerfTrace(false, -1111, -1111, false);
                 }
             }
         }
         return instance;
     }
 
-    private PerfTrace(boolean isJob, long jobId, int taskGroupId, int priority, boolean enable) {
+    private PerfTrace(boolean isJob, long jobId, int taskGroupId, boolean enable) {
         try {
             this.perfTraceId = isJob ? "job_" + jobId : String.format("taskGroup_%s_%s", jobId, taskGroupId);
             this.enable = enable;
             this.isJob = isJob;
             this.taskGroupId = taskGroupId;
             this.instId = jobId;
-            this.priority = priority;
-            LOG.info(String.format("PerfTrace traceId=%s, isEnable=%s, priority=%s", this.perfTraceId, this.enable, this.priority));
+            LOG.info(String.format("PerfTrace traceId=%s, isEnable=%s", this.perfTraceId, this.enable));
 
         } catch (Exception e) {
             // do nothing
@@ -398,7 +396,6 @@ public class PerfTrace {
             jdo.setWindowEnd(this.windowEnd);
             jdo.setJobStartTime(jobStartTime);
             jdo.setJobRunTimeMs(System.currentTimeMillis() - jobStartTime.getTime());
-            jdo.setJobPriority(this.priority);
             jdo.setChannelNum(this.channelNumber);
             jdo.setCluster(this.cluster);
             jdo.setJobDomain(this.jobDomain);
@@ -609,7 +606,6 @@ public class PerfTrace {
         private Date jobStartTime;
         private Date jobEndTime;
         private Long jobRunTimeMs;
-        private Integer jobPriority;
         private Integer channelNum;
         private String cluster;
         private String jobDomain;
@@ -680,10 +676,6 @@ public class PerfTrace {
             return jobRunTimeMs;
         }
 
-        public Integer getJobPriority() {
-            return jobPriority;
-        }
-
         public Integer getChannelNum() {
             return channelNum;
         }
@@ -816,10 +808,6 @@ public class PerfTrace {
             this.jobRunTimeMs = jobRunTimeMs;
         }
 
-        public void setJobPriority(Integer jobPriority) {
-            this.jobPriority = jobPriority;
-        }
-
         public void setChannelNum(Integer channelNum) {
             this.channelNum = channelNum;
         }
diff --git a/common/src/main/java/com/alibaba/datax/common/util/IdAndKeyRollingUtil.java b/common/src/main/java/com/alibaba/datax/common/util/IdAndKeyRollingUtil.java
deleted file mode 100644
index 8bab301e..00000000
--- a/common/src/main/java/com/alibaba/datax/common/util/IdAndKeyRollingUtil.java
+++ /dev/null
@@ -1,62 +0,0 @@
-package com.alibaba.datax.common.util;
-
-import java.util.Map;
-
-import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import com.alibaba.datax.common.exception.DataXException;
-
-public class IdAndKeyRollingUtil {
-	private static Logger LOGGER = LoggerFactory.getLogger(IdAndKeyRollingUtil.class);
-	public static final String SKYNET_ACCESSID = "SKYNET_ACCESSID";
-	public static final String SKYNET_ACCESSKEY = "SKYNET_ACCESSKEY";
-
-	public final static String ACCESS_ID = "accessId";
-	public final static String ACCESS_KEY = "accessKey";
-
-	public static String parseAkFromSkynetAccessKey() {
-		Map<String, String> envProp = System.getenv();
-		String skynetAccessID = envProp.get(IdAndKeyRollingUtil.SKYNET_ACCESSID);
-		String skynetAccessKey = envProp.get(IdAndKeyRollingUtil.SKYNET_ACCESSKEY);
-		String accessKey = null;
-		// follow 原有的判断条件
-		// 环境变量中，如果存在SKYNET_ACCESSID/SKYNET_ACCESSKEy（只要有其中一个变量，则认为一定是两个都存在的！
-		// if (StringUtils.isNotBlank(skynetAccessID) ||
-		// StringUtils.isNotBlank(skynetAccessKey)) {
-		// 检查严格，只有加密串不为空的时候才进去，不过 之前能跑的加密串都不应该为空
-		if (StringUtils.isNotBlank(skynetAccessKey)) {
-			LOGGER.info("Try to get accessId/accessKey from environment SKYNET_ACCESSKEY.");
-			accessKey = DESCipher.decrypt(skynetAccessKey);
-			if (StringUtils.isBlank(accessKey)) {
-				// 环境变量里面有，但是解析不到
-				throw DataXException.asDataXException(String.format(
-						"Failed to get the [accessId]/[accessKey] from the environment variable. The [accessId]=[%s]",
-						skynetAccessID));
-			}
-		}
-		if (StringUtils.isNotBlank(accessKey)) {
-			LOGGER.info("Get accessId/accessKey from environment variables SKYNET_ACCESSKEY successfully.");
-		}
-		return accessKey;
-	}
-
-	public static String getAccessIdAndKeyFromEnv(Configuration originalConfig) {
-		String accessId = null;
-		Map<String, String> envProp = System.getenv();
-		accessId = envProp.get(IdAndKeyRollingUtil.SKYNET_ACCESSID);
-		String accessKey = null;
-		if (StringUtils.isBlank(accessKey)) {
-			// 老的没有出异常，只是获取不到ak
-			accessKey = IdAndKeyRollingUtil.parseAkFromSkynetAccessKey();
-		}
-
-		if (StringUtils.isNotBlank(accessKey)) {
-			// 确认使用这个的都是 accessId、accessKey的命名习惯
-			originalConfig.set(IdAndKeyRollingUtil.ACCESS_ID, accessId);
-			originalConfig.set(IdAndKeyRollingUtil.ACCESS_KEY, accessKey);
-		}
-		return accessKey;
-	}
-}
diff --git a/core/src/main/java/com/alibaba/datax/core/Engine.java b/core/src/main/java/com/alibaba/datax/core/Engine.java
index 38342532..4ba9fc18 100755
--- a/core/src/main/java/com/alibaba/datax/core/Engine.java
+++ b/core/src/main/java/com/alibaba/datax/core/Engine.java
@@ -79,16 +79,9 @@ public class Engine {
             perfReportEnable = false;
         }
 
-        int priority = 0;
-        try {
-            priority = Integer.parseInt(System.getenv("SKYNET_PRIORITY"));
-        }catch (NumberFormatException e){
-            LOG.warn("prioriy set to 0, because NumberFormatException, the value is: "+System.getProperty("PROIORY"));
-        }
-
         Configuration jobInfoConfig = allConf.getConfiguration(CoreConstant.DATAX_JOB_JOBINFO);
         //初始化PerfTrace
-        PerfTrace perfTrace = PerfTrace.getInstance(isJob, instanceId, taskGroupId, priority, traceEnable);
+        PerfTrace perfTrace = PerfTrace.getInstance(isJob, instanceId, taskGroupId, traceEnable);
         perfTrace.setJobInfo(jobInfoConfig,perfReportEnable,channelNumber);
         container.start();
 
diff --git a/kuduwriter/src/main/java/com/q1/datax/plugin/writer/kudu11xwriter/KuduWriterTask.java b/kuduwriter/src/main/java/com/q1/datax/plugin/writer/kudu11xwriter/KuduWriterTask.java
index bff3509f..df872842 100644
--- a/kuduwriter/src/main/java/com/q1/datax/plugin/writer/kudu11xwriter/KuduWriterTask.java
+++ b/kuduwriter/src/main/java/com/q1/datax/plugin/writer/kudu11xwriter/KuduWriterTask.java
@@ -134,7 +134,7 @@ public class KuduWriterTask {
                                         break;
                                     case BOOLEAN:
                                         synchronized (lock) {
-                                            row.addBoolean(name, Boolean.getBoolean(rawData));
+                                            row.addBoolean(name, Boolean.parseBoolean(rawData));
                                         }
                                         break;
                                     case STRING:
diff --git a/mongodbreader/doc/mongodbreader.md b/mongodbreader/doc/mongodbreader.md
index 99d25731..297e598c 100644
--- a/mongodbreader/doc/mongodbreader.md
+++ b/mongodbreader/doc/mongodbreader.md
@@ -114,8 +114,7 @@ MongoDBReader通过Datax框架从MongoDB并行的读取数据，通过主控的J
 	                        "accessKey": "********************",
 	                        "truncate": true,
 	                        "odpsServer": "xxx/api",
-	                        "tunnelServer": "xxx",
-	                        "accountType": "aliyun"
+	                        "tunnelServer": "xxx"
 	                    }
 	                }
 	            }
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Constant.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Constant.java
index dee2ef5c..cf34762d 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Constant.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Constant.java
@@ -14,20 +14,9 @@ public class Constant {
 
     public static final String PARTITION_SPLIT_MODE = "partition";
 
-    public static final String DEFAULT_ACCOUNT_TYPE = "aliyun";
-
-    public static final String TAOBAO_ACCOUNT_TYPE = "taobao";
-
     // 常量字段用COLUMN_CONSTANT_FLAG 首尾包住即可
     public final static String COLUMN_CONSTANT_FLAG = "'";
 
-    /**
-     * 以下是获取accesskey id 需要用到的常量值
-     */
-    public static final String SKYNET_ACCESSID = "SKYNET_ACCESSID";
-
-    public static final String SKYNET_ACCESSKEY = "SKYNET_ACCESSKEY";
-    
     public static final String PARTITION_COLUMNS = "partitionColumns";
     
     public static final String PARSED_COLUMNS = "parsedColumns";
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Key.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Key.java
index 2cee65d1..6f8c7d92 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Key.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/Key.java
@@ -24,9 +24,6 @@ public class Key {
     // 当值为：partition 则只切分到分区；当值为：record，则当按照分区切分后达不到adviceNum时，继续按照record切分
     public final static String SPLIT_MODE = "splitMode";
 
-    // 账号类型，默认为aliyun，也可能为taobao等其他类型
-    public final static String ACCOUNT_TYPE = "accountType";
-
     public final static String PACKAGE_AUTHORIZED_PROJECT = "packageAuthorizedProject";
 
     public final static String IS_COMPRESS = "isCompress";
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
index 206b0135..615cee50 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/OdpsReader.java
@@ -42,12 +42,6 @@ public class OdpsReader extends Reader {
             this.originalConfig = super.getPluginJobConf();
             this.successOnNoPartition = this.originalConfig.getBool(Key.SUCCESS_ON_NO_PATITION, false);
 
-            //如果用户没有配置accessId/accessKey,尝试从环境变量获取
-            String accountType = originalConfig.getString(Key.ACCOUNT_TYPE, Constant.DEFAULT_ACCOUNT_TYPE);
-            if (Constant.DEFAULT_ACCOUNT_TYPE.equalsIgnoreCase(accountType)) {
-                this.originalConfig = IdAndKeyUtil.parseAccessIdAndKey(this.originalConfig);
-            }
-
             //检查必要的参数配置
             OdpsUtil.checkNecessaryConfig(this.originalConfig);
             //重试次数的配置检查
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/IdAndKeyUtil.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/IdAndKeyUtil.java
deleted file mode 100644
index 05722b59..00000000
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/IdAndKeyUtil.java
+++ /dev/null
@@ -1,65 +0,0 @@
-/**
- *  (C) 2010-2022 Alibaba Group Holding Limited.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.alibaba.datax.plugin.reader.odpsreader.util;
-
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.common.util.IdAndKeyRollingUtil;
-import com.alibaba.datax.common.util.MessageSource;
-import com.alibaba.datax.plugin.reader.odpsreader.Key;
-import com.alibaba.datax.plugin.reader.odpsreader.OdpsReaderErrorCode;
-
-import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.util.Map;
-
-public class IdAndKeyUtil {
-    private static Logger LOG = LoggerFactory.getLogger(IdAndKeyUtil.class);
-    private static MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(IdAndKeyUtil.class);
-
-    public static Configuration parseAccessIdAndKey(Configuration originalConfig) {
-        String accessId = originalConfig.getString(Key.ACCESS_ID);
-        String accessKey = originalConfig.getString(Key.ACCESS_KEY);
-
-        // 只要 accessId,accessKey 二者配置了一个，就理解为是用户本意是要直接手动配置其 accessid/accessKey
-        if (StringUtils.isNotBlank(accessId) || StringUtils.isNotBlank(accessKey)) {
-            LOG.info("Try to get accessId/accessKey from your config.");
-            //通过如下语句，进行检查是否确实配置了
-            accessId = originalConfig.getNecessaryValue(Key.ACCESS_ID, OdpsReaderErrorCode.REQUIRED_VALUE);
-            accessKey = originalConfig.getNecessaryValue(Key.ACCESS_KEY, OdpsReaderErrorCode.REQUIRED_VALUE);
-            //检查完毕，返回即可
-            return originalConfig;
-        } else {
-            Map<String, String> envProp = System.getenv();
-            return getAccessIdAndKeyFromEnv(originalConfig, envProp);
-        }
-    }
-
-    private static Configuration getAccessIdAndKeyFromEnv(Configuration originalConfig,
-                                                          Map<String, String> envProp) {
-    	// 如果获取到ak，在getAccessIdAndKeyFromEnv中已经设置到originalConfig了
-        String accessKey = IdAndKeyRollingUtil.getAccessIdAndKeyFromEnv(originalConfig);
-        if (StringUtils.isBlank(accessKey)) {
-            // 无处获取（既没有配置在作业中，也没用在环境变量中）
-            throw DataXException.asDataXException(OdpsReaderErrorCode.GET_ID_KEY_FAIL,
-                    MESSAGE_SOURCE.message("idandkeyutil.2"));
-        }
-        return originalConfig;
-    }
-}
diff --git a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java
index f2ad8e0f..0ff34a81 100755
--- a/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java
+++ b/odpsreader/src/main/java/com/alibaba/datax/plugin/reader/odpsreader/util/OdpsUtil.java
@@ -76,19 +76,12 @@ public final class OdpsUtil {
             defaultProject = packageAuthorizedProject;
         }
 
-        String accountType = originalConfig.getString(Key.ACCOUNT_TYPE,
-                Constant.DEFAULT_ACCOUNT_TYPE);
 
         Account account = null;
-        if (accountType.equalsIgnoreCase(Constant.DEFAULT_ACCOUNT_TYPE)) {
-            if (StringUtils.isNotBlank(securityToken)) {
-                account = new StsAccount(accessId, accessKey, securityToken);
-            } else {
-                account = new AliyunAccount(accessId, accessKey);
-            }
+        if (StringUtils.isNotBlank(securityToken)) {
+            account = new StsAccount(accessId, accessKey, securityToken);
         } else {
-            throw DataXException.asDataXException(OdpsReaderErrorCode.ACCOUNT_TYPE_ERROR,
-                    MESSAGE_SOURCE.message("odpsutil.3", accountType));
+            account = new AliyunAccount(accessId, accessKey);
         }
 
         Odps odps = new Odps(account);
diff --git a/odpswriter/doc/odpswriter.md b/odpswriter/doc/odpswriter.md
index d81672b0..845dd1d3 100644
--- a/odpswriter/doc/odpswriter.md
+++ b/odpswriter/doc/odpswriter.md
@@ -71,8 +71,7 @@ ODPSWriter插件用于实现往ODPS插入或者更新数据，主要提供给etl
             "accessKey": "xxxx",
             "truncate": true,
             "odpsServer": "http://sxxx/api",
-            "tunnelServer": "http://xxx",
-            "accountType": "aliyun"
+            "tunnelServer": "http://xxx"
           }
         }
       }
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Constant.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Constant.java
index f4d9734b..efedfea9 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Constant.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Constant.java
@@ -2,13 +2,6 @@ package com.alibaba.datax.plugin.writer.odpswriter;
 
 
 public class Constant {
-    public static final String SKYNET_ACCESSID = "SKYNET_ACCESSID";
-
-    public static final String SKYNET_ACCESSKEY = "SKYNET_ACCESSKEY";
-
-    public static final String DEFAULT_ACCOUNT_TYPE = "aliyun";
-
-    public static final String TAOBAO_ACCOUNT_TYPE = "taobao";
 
     public static final String COLUMN_POSITION = "columnPosition";
 
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Key.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Key.java
index 7ee11128..8dff8a4c 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Key.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/Key.java
@@ -30,8 +30,6 @@ public final class Key {
     //boolean 类型，default:false
     public final static String EMPTY_AS_NULL = "emptyAsNull";
 
-    public final static String ACCOUNT_TYPE = "accountType";
-
     public final static String IS_COMPRESS = "isCompress";
 
     // preSql
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java
index 06476463..9b7276fa 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/OdpsWriter.java
@@ -62,7 +62,6 @@ public class OdpsWriter extends Writer {
         private String tableName;
         private String tunnelServer;
         private String partition;
-        private String accountType;
         private boolean truncate;
         private String uploadId;
         private TableTunnel.UploadSession masterUpload;
@@ -104,8 +103,6 @@ public class OdpsWriter extends Writer {
             this.tableName = this.originalConfig.getString(Key.TABLE);
             this.tunnelServer = this.originalConfig.getString(Key.TUNNEL_SERVER, null);
 
-            this.dealAK();
-
             // init odps config
             this.odps = OdpsUtil.initOdpsProject(this.originalConfig);
 
@@ -153,31 +150,6 @@ public class OdpsWriter extends Writer {
             }
         }
 
-        private void dealAK() {
-            this.accountType = this.originalConfig.getString(Key.ACCOUNT_TYPE,
-                Constant.DEFAULT_ACCOUNT_TYPE);
-
-            if (!Constant.DEFAULT_ACCOUNT_TYPE.equalsIgnoreCase(this.accountType) &&
-                    !Constant.TAOBAO_ACCOUNT_TYPE.equalsIgnoreCase(this.accountType)) {
-                throw DataXException.asDataXException(OdpsWriterErrorCode.ACCOUNT_TYPE_ERROR,
-                        MESSAGE_SOURCE.message("odpswriter.1", accountType));
-            }
-            this.originalConfig.set(Key.ACCOUNT_TYPE, this.accountType);
-
-            //检查accessId,accessKey配置
-            if (Constant.DEFAULT_ACCOUNT_TYPE
-                    .equalsIgnoreCase(this.accountType)) {
-                this.originalConfig = IdAndKeyUtil.parseAccessIdAndKey(this.originalConfig);
-                String accessId = this.originalConfig.getString(Key.ACCESS_ID);
-                String accessKey = this.originalConfig.getString(Key.ACCESS_KEY);
-                if (IS_DEBUG) {
-                    LOG.debug("accessId:[{}], accessKey:[{}] .", accessId,
-                            accessKey);
-                }
-                LOG.info("accessId:[{}] .", accessId);
-            }
-        }
-
         private void dealDynamicPartition() {
             /*
              * 如果显示配置了 supportDynamicPartition，则以配置为准
@@ -241,20 +213,6 @@ public class OdpsWriter extends Writer {
 
         @Override
         public void prepare() {
-            String accessId = null;
-            String accessKey = null;
-            if (Constant.DEFAULT_ACCOUNT_TYPE
-                    .equalsIgnoreCase(this.accountType)) {
-                this.originalConfig = IdAndKeyUtil.parseAccessIdAndKey(this.originalConfig);
-                accessId = this.originalConfig.getString(Key.ACCESS_ID);
-                accessKey = this.originalConfig.getString(Key.ACCESS_KEY);
-                if (IS_DEBUG) {
-                    LOG.debug("accessId:[{}], accessKey:[{}] .", accessId,
-                            accessKey);
-                }
-                LOG.info("accessId:[{}] .", accessId);
-            }
-
             // init odps config
             this.odps = OdpsUtil.initOdpsProject(this.originalConfig);
 
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/IdAndKeyUtil.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/IdAndKeyUtil.java
deleted file mode 100755
index 98c9afdd..00000000
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/IdAndKeyUtil.java
+++ /dev/null
@@ -1,65 +0,0 @@
-/**
- *  (C) 2010-2022 Alibaba Group Holding Limited.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- *     http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.alibaba.datax.plugin.writer.odpswriter.util;
-
-import com.alibaba.datax.common.exception.DataXException;
-import com.alibaba.datax.common.util.Configuration;
-import com.alibaba.datax.common.util.IdAndKeyRollingUtil;
-import com.alibaba.datax.common.util.MessageSource;
-import com.alibaba.datax.plugin.writer.odpswriter.Key;
-import com.alibaba.datax.plugin.writer.odpswriter.OdpsWriterErrorCode;
-
-import org.apache.commons.lang3.StringUtils;
-import org.slf4j.Logger;
-import org.slf4j.LoggerFactory;
-
-import java.util.Map;
-
-public class IdAndKeyUtil {
-    private static Logger LOG = LoggerFactory.getLogger(IdAndKeyUtil.class);
-    private static final MessageSource MESSAGE_SOURCE = MessageSource.loadResourceBundle(IdAndKeyUtil.class);
-
-    public static Configuration parseAccessIdAndKey(Configuration originalConfig) {
-        String accessId = originalConfig.getString(Key.ACCESS_ID);
-        String accessKey = originalConfig.getString(Key.ACCESS_KEY);
-
-        // 只要 accessId,accessKey 二者配置了一个，就理解为是用户本意是要直接手动配置其 accessid/accessKey
-        if (StringUtils.isNotBlank(accessId) || StringUtils.isNotBlank(accessKey)) {
-            LOG.info("Try to get accessId/accessKey from your config.");
-            //通过如下语句，进行检查是否确实配置了
-            accessId = originalConfig.getNecessaryValue(Key.ACCESS_ID, OdpsWriterErrorCode.REQUIRED_VALUE);
-            accessKey = originalConfig.getNecessaryValue(Key.ACCESS_KEY, OdpsWriterErrorCode.REQUIRED_VALUE);
-            //检查完毕，返回即可
-            return originalConfig;
-        } else {
-            Map<String, String> envProp = System.getenv();
-            return getAccessIdAndKeyFromEnv(originalConfig, envProp);
-        }
-    }
-
-    private static Configuration getAccessIdAndKeyFromEnv(Configuration originalConfig,
-                                                          Map<String, String> envProp) {
-    	// 如果获取到ak，在getAccessIdAndKeyFromEnv中已经设置到originalConfig了
-    	String accessKey = IdAndKeyRollingUtil.getAccessIdAndKeyFromEnv(originalConfig);
-    	if (StringUtils.isBlank(accessKey)) {
-    		// 无处获取（既没有配置在作业中，也没用在环境变量中）
-            throw DataXException.asDataXException(OdpsWriterErrorCode.GET_ID_KEY_FAIL,
-                    MESSAGE_SOURCE.message("idandkeyutil.2"));
-    	}
-        return originalConfig;
-    }
-}
diff --git a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsUtil.java b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsUtil.java
index a663da85..a3a372af 100755
--- a/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsUtil.java
+++ b/odpswriter/src/main/java/com/alibaba/datax/plugin/writer/odpswriter/util/OdpsUtil.java
@@ -79,7 +79,6 @@ public class OdpsUtil {
 
 
     public static Odps initOdpsProject(Configuration originalConfig) {
-        String accountType = originalConfig.getString(Key.ACCOUNT_TYPE);
         String accessId = originalConfig.getString(Key.ACCESS_ID);
         String accessKey = originalConfig.getString(Key.ACCESS_KEY);
 
@@ -88,15 +87,10 @@ public class OdpsUtil {
         String securityToken = originalConfig.getString(Key.SECURITY_TOKEN);
 
         Account account;
-        if (accountType.equalsIgnoreCase(Constant.DEFAULT_ACCOUNT_TYPE)) {
-            if (StringUtils.isNotBlank(securityToken)) {
-                account = new com.aliyun.odps.account.StsAccount(accessId, accessKey, securityToken);
-            } else {
-                account = new AliyunAccount(accessId, accessKey);
-            }
+        if (StringUtils.isNotBlank(securityToken)) {
+            account = new com.aliyun.odps.account.StsAccount(accessId, accessKey, securityToken);
         } else {
-            throw DataXException.asDataXException(OdpsWriterErrorCode.ACCOUNT_TYPE_ERROR,
-                    MESSAGE_SOURCE.message("odpsutil.4", accountType));
+            account = new AliyunAccount(accessId, accessKey);
         }
 
         Odps odps = new Odps(account);
diff --git a/pom.xml b/pom.xml
index bd1c7f3a..957c60ee 100644
--- a/pom.xml
+++ b/pom.xml
@@ -22,7 +22,7 @@
         <commons-lang3-version>3.3.2</commons-lang3-version>
         <commons-configuration-version>1.10</commons-configuration-version>
         <commons-cli-version>1.2</commons-cli-version>
-        <fastjson-version>2.0.19</fastjson-version>
+        <fastjson-version>2.0.23</fastjson-version>
         <guava-version>16.0.1</guava-version>
         <diamond.version>3.7.2.1-SNAPSHOT</diamond.version>
 
diff --git a/starrockswriter/pom.xml b/starrockswriter/pom.xml
index 67e3b919..28f4447d 100755
--- a/starrockswriter/pom.xml
+++ b/starrockswriter/pom.xml
@@ -64,7 +64,6 @@
         <dependency>
             <groupId>com.alibaba.fastjson2</groupId>
             <artifactId>fastjson2</artifactId>
-            <version>2.0.23</version>
         </dependency>
 		<dependency>
             <groupId>mysql</groupId>

From 3172e2468117d826c336d9ed75c1455808f922bc Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Wed, 22 Mar 2023 10:24:36 +0800
Subject: [PATCH 249/251] remove fastjson shade, fix starrocks writer plugin

---
 starrockswriter/pom.xml | 5 -----
 1 file changed, 5 deletions(-)

diff --git a/starrockswriter/pom.xml b/starrockswriter/pom.xml
index 28f4447d..73a51422 100755
--- a/starrockswriter/pom.xml
+++ b/starrockswriter/pom.xml
@@ -97,10 +97,6 @@
                         <configuration>
                             <createDependencyReducedPom>true</createDependencyReducedPom>
                             <relocations>
-                                <relocation>
-                                    <pattern>com.alibaba.fastjson</pattern>
-                                    <shadedPattern>com.starrocks.shade.com.alibaba.fastjson</shadedPattern>
-                                </relocation>
                                 <relocation>
                                     <pattern>org.apache.http</pattern>
                                     <shadedPattern>com.starrocks.shade.org.apache.http</shadedPattern>
@@ -117,7 +113,6 @@
                                     <include>commons-logging:*</include>
                                     <include>org.apache.httpcomponents:httpclient</include>
                                     <include>org.apache.httpcomponents:httpcore</include>
-                                    <include>com.alibaba:fastjson</include>
                                 </includes>
                             </artifactSet>
                             <filters>

From 85c22117ecc71040356cc4801a6b9fda206a1fb1 Mon Sep 17 00:00:00 2001
From: dingxiaobo <hzdingxb@gmail.com>
Date: Wed, 22 Mar 2023 10:45:06 +0800
Subject: [PATCH 250/251] add 202303 release note

---
 README.md | 9 ++++++++-
 1 file changed, 8 insertions(+), 1 deletion(-)

diff --git a/README.md b/README.md
index 2c5e95f4..01bbc3ea 100644
--- a/README.md
+++ b/README.md
@@ -26,7 +26,7 @@ DataX本身作为数据同步框架，将不同数据源的同步抽象为从源
 
 # Quick Start
 
-##### Download [DataX下载地址](https://datax-opensource.oss-cn-hangzhou.aliyuncs.com/202210/datax.tar.gz)
+##### Download [DataX下载地址](https://datax-opensource.oss-cn-hangzhou.aliyuncs.com/202303/datax.tar.gz)
 
 
 ##### 请点击：[Quick Start](https://github.com/alibaba/DataX/blob/master/userGuid.md)
@@ -70,6 +70,7 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 |              | Databend                  |           |     √     |                                                                             [写](https://github.com/alibaba/DataX/blob/master/databendwriter/doc/databendwriter.md)                                                                             |
 |              | Hive                      |     √     |     √     |                                         [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)                                         |
 |              | kudu                      |           |     √     |                                                                                 [写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)                                                                                 |
+|              | selectdb                  |           |     √     |                                                                               [写](https://github.com/alibaba/DataX/blob/master/selectdbwriter/doc/selectdbwriter.md)                                                                                |
 | 无结构化数据存储     | TxtFile                   |     √     |     √     |                                   [读](https://github.com/alibaba/DataX/blob/master/txtfilereader/doc/txtfilereader.md) 、[写](https://github.com/alibaba/DataX/blob/master/txtfilewriter/doc/txtfilewriter.md)                                   |
 |              | FTP                       |     √     |     √     |                                           [读](https://github.com/alibaba/DataX/blob/master/ftpreader/doc/ftpreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/ftpwriter/doc/ftpwriter.md)                                           |
 |              | HDFS                      |     √     |     √     |                                         [读](https://github.com/alibaba/DataX/blob/master/hdfsreader/doc/hdfsreader.md) 、[写](https://github.com/alibaba/DataX/blob/master/hdfswriter/doc/hdfswriter.md)                                         |
@@ -108,6 +109,12 @@ DataX目前已经有了比较全面的插件体系，主流的RDBMS数据库、N
 
 DataX 后续计划月度迭代更新，也欢迎感兴趣的同学提交 Pull requests，月度更新内容会介绍介绍如下。
 
+- [datax_v202303]（https://github.com/alibaba/DataX/releases/tag/datax_v202303)
+  - 精简代码
+  - 新增插件（adbmysqlwriter、databendwriter、selectdbwriter）
+  - 优化插件、修复问题（sqlserver、hdfs、cassandra、kudu、oss）
+  - fastjson 升级到 fastjson2
+
 - [datax_v202210]（https://github.com/alibaba/DataX/releases/tag/datax_v202210)
   - 涉及通道能力更新（OceanBase、Tdengine、Doris等）
 

From 14cb76e5f35a692515d423dc4ceac221b2a893f0 Mon Sep 17 00:00:00 2001
From: Star Zheng <zhengyifan1996@outlook.com>
Date: Sun, 26 Mar 2023 17:16:27 +0800
Subject: [PATCH 251/251] =?UTF-8?q?fix:=20issue(#668)=E4=BF=AE=E5=A4=8D?=
 =?UTF-8?q?=E8=BF=9E=E6=8E=A5=E6=9C=AA=E5=85=B3=E9=97=AD=E9=97=AE=E9=A2=98?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .../writer/util/OriginalConfPretreatmentUtil.java     | 11 +++++++++--
 1 file changed, 9 insertions(+), 2 deletions(-)

diff --git a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/util/OriginalConfPretreatmentUtil.java b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/util/OriginalConfPretreatmentUtil.java
index 34d1b3af..556e50ac 100755
--- a/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/util/OriginalConfPretreatmentUtil.java
+++ b/plugin-rdbms-util/src/main/java/com/alibaba/datax/plugin/rdbms/writer/util/OriginalConfPretreatmentUtil.java
@@ -10,6 +10,7 @@ import org.apache.commons.lang3.StringUtils;
 import org.slf4j.Logger;
 import org.slf4j.LoggerFactory;
 
+import java.sql.Connection;
 import java.util.ArrayList;
 import java.util.List;
 
@@ -120,9 +121,15 @@ public final class OriginalConfPretreatmentUtil {
             } else {
                 // 确保用户配置的 column 不重复
                 ListUtil.makeSureNoValueDuplicate(userConfiguredColumns, false);
+                Connection connection = null;
+                try {
+                    connection = connectionFactory.getConnecttion();
+                    // 检查列是否都为数据库表中正确的列（通过执行一次 select column from table 进行判断）
+                    DBUtil.getColumnMetaData(connection, oneTable,StringUtils.join(userConfiguredColumns, ","));
+                } finally {
+                    DBUtil.closeDBResources(null, connection);
+                }
 
-                // 检查列是否都为数据库表中正确的列（通过执行一次 select column from table 进行判断）
-                DBUtil.getColumnMetaData(connectionFactory.getConnecttion(), oneTable,StringUtils.join(userConfiguredColumns, ","));
             }
         }
     }