github/DataX
5
0
Fork 0
mirror of https://github.com/alibaba/DataX.git synced 2025-05-02 10:21:33 +08:00
Code Issues Packages Projects Releases Wiki Activity

add doriswriter

Browse Source
This commit is contained in:
fariel 2021-03-10 13:34:02 +08:00
parent 33e6ace661
commit 9f5d9a6317
12 changed files with 983 additions and 1 deletions
Show Stats Download Patch File Download Diff File Expand all files Collapse all files

170
doriswriter/doc/doriswriter.md Normal file
View File

@ -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

155
doriswriter/pom.xml Executable file
View File

@ -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>

35
doriswriter/src/main/assembly/package.xml Executable file
View File

@ -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>

144
doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriter.java Executable file
View File

@ -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;
}
}
}

111
doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/DorisWriterOptions.java Normal file
View File

@ -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);
}
}
}

143
doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisStreamLoadVisitor.java Normal file
View File

@ -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();
}
}

113
doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/manager/DorisWriterManager.java Normal file
View File

@ -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);
}
}
}

83
doriswriter/src/main/java/com/dorisdb/connector/datax/plugin/writer/doriswriter/util/DorisWriterUtil.java Executable file
View File

@ -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);
}
}
}
}
}

6
doriswriter/src/main/resources/plugin.json Executable file
View File

@ -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"
}

14
doriswriter/src/main/resources/plugin_job_template.json Normal file
View File

@ -0,0 +1,14 @@
{
"name": "doriswriter",
"parameter": {
"username": "",
"password": "",
"database": "",
"table": "",
"column": [],
"preSql": [],
"postSql": [],
"jdbcUrl": "",
"loadUrl": []
}
}

7
package.xml
View File

@ -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>

3
pom.xml
View File

@ -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>