Refactoring the doriswriter write plugin

Refactoring the doriswriter write plugin
This commit is contained in:
jiafeng.zhang 2022-10-10 10:51:53 +08:00
parent 8b46e82a60
commit fc4c162cff
16 changed files with 283 additions and 289 deletions

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@ -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:**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 IPport 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 IPport 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
}
```
```
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)

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@ -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";

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@ -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;
}

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@ -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);
}

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@ -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.");
}
}

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@ -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);

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@ -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);

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@ -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.");
}
}

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@ -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;
}
}

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@ -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);

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@ -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);

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@ -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;

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@ -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);

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@ -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);
}
}
}

View File

@ -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);
}
}
}

View File

@ -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;