Merge branch 'master' into feature/rdb

This commit is contained in:
mcy
2018-12-12 09:05:59 +08:00
20 changed files with 680 additions and 350 deletions

13
.github/issue_template.md vendored Normal file
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@@ -0,0 +1,13 @@
### environment
* canal version
* mysql version
### Issue Description
### Steps to reproduce
### Expected behaviour
### Actual behaviour

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@@ -15,7 +15,6 @@ import com.alibaba.otter.canal.common.utils.JsonUtils;
import com.alibaba.otter.canal.common.zookeeper.ZkClientx;
import com.alibaba.otter.canal.common.zookeeper.ZookeeperPathUtils;
import com.alibaba.otter.canal.common.zookeeper.running.ServerRunningData;
import com.alibaba.otter.canal.protocol.exception.CanalClientException;
/**
* 集群模式的调度策略
@@ -25,6 +24,7 @@ import com.alibaba.otter.canal.protocol.exception.CanalClientException;
*/
public class ClusterNodeAccessStrategy implements CanalNodeAccessStrategy {
private String destination;
private IZkChildListener childListener; // 监听所有的服务器列表
private IZkDataListener dataListener; // 监听当前的工作节点
private ZkClientx zkClient;
@@ -32,6 +32,7 @@ public class ClusterNodeAccessStrategy implements CanalNodeAccessStrategy {
private volatile InetSocketAddress runningAddress = null;
public ClusterNodeAccessStrategy(String destination, ZkClientx zkClient){
this.destination = destination;
this.zkClient = zkClient;
childListener = new IZkChildListener() {
@@ -73,7 +74,7 @@ public class ClusterNodeAccessStrategy implements CanalNodeAccessStrategy {
} else if (!currentAddress.isEmpty()) { // 如果不存在已经启动的服务,可能服务是一种lazy启动,随机选择一台触发服务器进行启动
return currentAddress.get(0);// 默认返回第一个节点,之前已经做过shuffle
} else {
throw new CanalClientException("no alive canal server");
throw new ServerNotFoundException("no alive canal server for " + destination);
}
}

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@@ -0,0 +1,29 @@
package com.alibaba.otter.canal.client.impl;
import com.alibaba.otter.canal.protocol.exception.CanalClientException;
public class ServerNotFoundException extends CanalClientException {
private static final long serialVersionUID = -3471518241911601774L;
public ServerNotFoundException(String errorCode, String errorDesc, Throwable cause){
super(errorCode, errorDesc, cause);
}
public ServerNotFoundException(String errorCode, String errorDesc){
super(errorCode, errorDesc);
}
public ServerNotFoundException(String errorCode, Throwable cause){
super(errorCode, cause);
}
public ServerNotFoundException(String errorCode){
super(errorCode);
}
public ServerNotFoundException(Throwable cause){
super(cause);
}
}

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@@ -16,6 +16,7 @@ import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.slf4j.MDC;
import com.alibaba.otter.canal.client.impl.ServerNotFoundException;
import com.alibaba.otter.canal.common.AbstractCanalLifeCycle;
import com.alibaba.otter.canal.common.utils.BooleanMutex;
import com.alibaba.otter.canal.common.utils.JsonUtils;
@@ -141,6 +142,15 @@ public class ClientRunningMonitor extends AbstractCanalLifeCycle {
logger.error(MessageFormat.format("There is an error when execute initRunning method, with destination [{0}].",
destination),
t);
// fixed issue 1220, 针对server节点不工作避免死循环
if (t instanceof ServerNotFoundException) {
try {
Thread.sleep(1000);
} catch (InterruptedException e) {
}
}
// 出现任何异常尝试release
releaseRunning();
throw new CanalClientException("something goes wrong in initRunning method. ", t);

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@@ -1,5 +1,5 @@
#################################################
## mysql serverId , v1.0.26+ will autoGen
## mysql serverId , v1.0.26+ will autoGen
# canal.instance.mysql.slaveId=0
# enable gtid use true/false
@@ -48,5 +48,5 @@ canal.mq.topic=example
canal.mq.partition=0
# hash partition config
#canal.mq.partitionsNum=3
#canal.mq.partitionHash=mytest.person:id,mytest.role:id
#################################################
#canal.mq.partitionHash=test.table#id^name,.*\\..*
#################################################

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@@ -7,17 +7,10 @@ import org.apache.oro.text.regex.Pattern;
import org.apache.oro.text.regex.PatternCompiler;
import org.apache.oro.text.regex.Perl5Compiler;
import com.alibaba.otter.canal.filter.exception.CanalFilterException;
import com.google.common.base.Function;
import com.google.common.collect.MapMaker;
import com.google.common.collect.MigrateMap;
/**
* 提供{@linkplain Pattern}的lazy get处理
*
* @author jianghang 2013-1-22 下午09:36:44
* @version 1.0.0
*/
public class PatternUtils {
@SuppressWarnings("deprecation")
@@ -32,7 +25,7 @@ public class PatternUtils {
| Perl5Compiler.READ_ONLY_MASK
| Perl5Compiler.SINGLELINE_MASK);
} catch (MalformedPatternException e) {
throw new CanalFilterException(e);
throw new RuntimeException(e);
}
}
});

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@@ -125,4 +125,9 @@ public class AviaterRegexFilter implements CanalEventFilter<String> {
return result;
}
@Override
public String toString() {
return pattern;
}
}

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@@ -12,7 +12,7 @@ import com.googlecode.aviator.runtime.type.AviatorObject;
/**
* 提供aviator regex的代码扩展
*
*
* @author jianghang 2012-7-23 上午10:29:23
*/
public class RegexFunction extends AbstractFunction {

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@@ -1,16 +1,11 @@
package com.alibaba.otter.canal.instance.core;
import java.util.LinkedHashMap;
import java.util.Map;
public class CanalMQConfig {
private String topic;
private Integer partition;
private Integer partitionsNum;
private String partitionHash;
private volatile Map<String, String> partitionHashProperties;
private String topic;
private Integer partition;
private Integer partitionsNum;
private String partitionHash;
public String getTopic() {
return topic;
@@ -44,25 +39,4 @@ public class CanalMQConfig {
this.partitionHash = partitionHash;
}
public Map<String, String> getPartitionHashProperties() {
if (partitionHashProperties == null) {
synchronized (CanalMQConfig.class) {
if (partitionHashProperties == null) {
if (partitionHash != null) {
partitionHashProperties = new LinkedHashMap<>();
String[] items = partitionHash.split(",");
for (String item : items) {
int i = item.indexOf(":");
if (i > -1) {
String dbTable = item.substring(0, i).trim();
String pk = item.substring(i + 1).trim();
partitionHashProperties.put(dbTable, pk);
}
}
}
}
}
}
return partitionHashProperties;
}
}

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@@ -11,6 +11,7 @@ import com.alibaba.otter.canal.parse.inbound.AbstractEventParser;
import com.alibaba.otter.canal.parse.inbound.BinlogParser;
import com.alibaba.otter.canal.parse.inbound.MultiStageCoprocessor;
import com.alibaba.otter.canal.parse.inbound.mysql.dbsync.LogEventConvert;
import com.alibaba.otter.canal.parse.inbound.mysql.tsdb.DatabaseTableMeta;
import com.alibaba.otter.canal.parse.inbound.mysql.tsdb.DefaultTableMetaTSDBFactory;
import com.alibaba.otter.canal.parse.inbound.mysql.tsdb.TableMetaTSDB;
import com.alibaba.otter.canal.parse.inbound.mysql.tsdb.TableMetaTSDBFactory;
@@ -64,8 +65,29 @@ public abstract class AbstractMysqlEventParser extends AbstractEventParser {
super.setEventFilter(eventFilter);
// 触发一下filter变更
if (eventFilter != null && eventFilter instanceof AviaterRegexFilter && binlogParser instanceof LogEventConvert) {
((LogEventConvert) binlogParser).setNameFilter((AviaterRegexFilter) eventFilter);
if (eventFilter != null && eventFilter instanceof AviaterRegexFilter) {
if (binlogParser instanceof LogEventConvert) {
((LogEventConvert) binlogParser).setNameFilter((AviaterRegexFilter) eventFilter);
}
if (tableMetaTSDB != null && tableMetaTSDB instanceof DatabaseTableMeta) {
((DatabaseTableMeta) tableMetaTSDB).setFilter(eventFilter);
}
}
}
public void setEventBlackFilter(CanalEventFilter eventBlackFilter) {
super.setEventBlackFilter(eventBlackFilter);
// 触发一下filter变更
if (eventBlackFilter != null && eventBlackFilter instanceof AviaterRegexFilter) {
if (binlogParser instanceof LogEventConvert) {
((LogEventConvert) binlogParser).setNameBlackFilter((AviaterRegexFilter) eventBlackFilter);
}
if (tableMetaTSDB != null && tableMetaTSDB instanceof DatabaseTableMeta) {
((DatabaseTableMeta) tableMetaTSDB).setBlackFilter(eventBlackFilter);
}
}
}
@@ -115,16 +137,6 @@ public abstract class AbstractMysqlEventParser extends AbstractEventParser {
super.stop();
}
public void setEventBlackFilter(CanalEventFilter eventBlackFilter) {
super.setEventBlackFilter(eventBlackFilter);
// 触发一下filter变更
if (eventBlackFilter != null && eventBlackFilter instanceof AviaterRegexFilter
&& binlogParser instanceof LogEventConvert) {
((LogEventConvert) binlogParser).setNameBlackFilter((AviaterRegexFilter) eventBlackFilter);
}
}
protected MultiStageCoprocessor buildMultiStageCoprocessor() {
MysqlMultiStageCoprocessor mysqlMultiStageCoprocessor = new MysqlMultiStageCoprocessor(parallelBufferSize,
parallelThreadSize,

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@@ -506,8 +506,8 @@ public class MysqlConnection implements ErosaConnection {
ResultSetPacket rs = null;
try {
rs = query("select @@global.binlog_checksum");
} catch (IOException e) {
throw new CanalParseException(e);
} catch (Throwable e) {
// ignore
}
List<String> columnValues = rs.getFieldValues();

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@@ -621,9 +621,10 @@ public class LogEventConvert extends AbstractCanalLifeCycle implements BinlogPar
+ "," + columnInfo.length + " vs " + tableMeta.getFields().size());
}
}
} else {
logger.warn("[" + event.getTable().getDbName() + "." + event.getTable().getTableName()
+ "] is no primary key , skip alibaba_rds_row_id column");
// } else {
// logger.warn("[" + event.getTable().getDbName() + "." +
// event.getTable().getTableName()
// + "] is no primary key , skip alibaba_rds_row_id column");
}
}
@@ -634,18 +635,35 @@ public class LogEventConvert extends AbstractCanalLifeCycle implements BinlogPar
continue;
}
if (existRDSNoPrimaryKey && i == columnCnt - 1 && info.type == LogEvent.MYSQL_TYPE_LONGLONG) {
// 不解析最后一列
String rdsRowIdColumnName = "#alibaba_rds_row_id#";
buffer.nextValue(rdsRowIdColumnName, i, info.type, info.meta, false);
Column.Builder columnBuilder = Column.newBuilder();
columnBuilder.setName(rdsRowIdColumnName);
columnBuilder.setIsKey(true);
columnBuilder.setMysqlType("bigint");
columnBuilder.setIndex(i);
columnBuilder.setIsNull(false);
Serializable value = buffer.getValue();
columnBuilder.setValue(value.toString());
columnBuilder.setSqlType(Types.BIGINT);
columnBuilder.setUpdated(false);
if (isAfter) {
rowDataBuilder.addAfterColumns(columnBuilder.build());
} else {
rowDataBuilder.addBeforeColumns(columnBuilder.build());
}
continue;
}
FieldMeta fieldMeta = null;
if (tableMeta != null && !tableError) {
// 处理file meta
fieldMeta = tableMeta.getFields().get(i);
}
if (existRDSNoPrimaryKey && i == columnCnt - 1 && info.type == LogEvent.MYSQL_TYPE_LONGLONG) {
// 不解析最后一列
buffer.nextValue(fieldMeta.getColumnName(), i, info.type, info.meta, false);
continue;
}
if (fieldMeta != null && existOptionalMetaData && tableMetaCache.isOnTSDB()) {
// check column info
boolean check = StringUtils.equalsIgnoreCase(fieldMeta.getColumnName(), info.name);
@@ -974,10 +992,12 @@ public class LogEventConvert extends AbstractCanalLifeCycle implements BinlogPar
public void setNameFilter(AviaterRegexFilter nameFilter) {
this.nameFilter = nameFilter;
logger.warn("--> init table filter : " + nameFilter.toString());
}
public void setNameBlackFilter(AviaterRegexFilter nameBlackFilter) {
this.nameBlackFilter = nameBlackFilter;
logger.warn("--> init table black filter : " + nameBlackFilter.toString());
}
public void setTableMetaCache(TableMetaCache tableMetaCache) {

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@@ -381,6 +381,7 @@
</configuration>
</plugin>
<!-- javadoc -->
<!--
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-javadoc-plugin</artifactId>
@@ -399,6 +400,7 @@
<additionalparam>-Xdoclint:none</additionalparam>
</configuration>
</plugin>
-->
</plugins>
<sourceDirectory>src/main/java</sourceDirectory>
<testSourceDirectory>src/test/java</testSourceDirectory>

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@@ -1,14 +1,10 @@
package com.alibaba.otter.canal.protocol;
import java.io.Serializable;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.Set;
import com.google.protobuf.ByteString;
import com.google.common.collect.Lists;
/**
* @author machengyuan 2018-9-13 下午10:31:14
@@ -17,10 +13,10 @@ import com.google.protobuf.ByteString;
public class FlatMessage implements Serializable {
private static final long serialVersionUID = -3386650678735860050L;
private long id;
private String database;
private String table;
private List<String> pkNames;
private Boolean isDdl;
private String type;
// binlog executeTime
@@ -33,9 +29,6 @@ public class FlatMessage implements Serializable {
private List<Map<String, String>> data;
private List<Map<String, String>> old;
public FlatMessage(){
}
public FlatMessage(long id){
this.id = id;
}
@@ -64,6 +57,21 @@ public class FlatMessage implements Serializable {
this.table = table;
}
public List<String> getPkNames() {
return pkNames;
}
public void addPkName(String pkName) {
if (this.pkNames == null) {
this.pkNames = Lists.newArrayList();
}
this.pkNames.add(pkName);
}
public void setPkNames(List<String> pkNames) {
this.pkNames = pkNames;
}
public Boolean getIsDdl() {
return isDdl;
}
@@ -136,209 +144,6 @@ public class FlatMessage implements Serializable {
this.es = es;
}
/**
* 将Message转换为FlatMessage
*
* @param message 原生message
* @return FlatMessage列表
*/
public static List<FlatMessage> messageConverter(Message message) {
try {
if (message == null) {
return null;
}
List<FlatMessage> flatMessages = new ArrayList<>();
List<CanalEntry.Entry> entrys = null;
if (message.isRaw()) {
List<ByteString> rawEntries = message.getRawEntries();
entrys = new ArrayList<CanalEntry.Entry>(rawEntries.size());
for (ByteString byteString : rawEntries) {
CanalEntry.Entry entry = CanalEntry.Entry.parseFrom(byteString);
entrys.add(entry);
}
} else {
entrys = message.getEntries();
}
for (CanalEntry.Entry entry : entrys) {
if (entry.getEntryType() == CanalEntry.EntryType.TRANSACTIONBEGIN
|| entry.getEntryType() == CanalEntry.EntryType.TRANSACTIONEND) {
continue;
}
CanalEntry.RowChange rowChange;
try {
rowChange = CanalEntry.RowChange.parseFrom(entry.getStoreValue());
} catch (Exception e) {
throw new RuntimeException(
"ERROR ## parser of eromanga-event has an error , data:" + entry.toString(),
e);
}
CanalEntry.EventType eventType = rowChange.getEventType();
FlatMessage flatMessage = new FlatMessage(message.getId());
flatMessages.add(flatMessage);
flatMessage.setDatabase(entry.getHeader().getSchemaName());
flatMessage.setTable(entry.getHeader().getTableName());
flatMessage.setIsDdl(rowChange.getIsDdl());
flatMessage.setType(eventType.toString());
flatMessage.setEs(entry.getHeader().getExecuteTime());
flatMessage.setTs(System.currentTimeMillis());
flatMessage.setSql(rowChange.getSql());
if (!rowChange.getIsDdl()) {
Map<String, Integer> sqlType = new LinkedHashMap<>();
Map<String, String> mysqlType = new LinkedHashMap<>();
List<Map<String, String>> data = new ArrayList<>();
List<Map<String, String>> old = new ArrayList<>();
Set<String> updateSet = new HashSet<>();
for (CanalEntry.RowData rowData : rowChange.getRowDatasList()) {
if (eventType != CanalEntry.EventType.INSERT && eventType != CanalEntry.EventType.UPDATE
&& eventType != CanalEntry.EventType.DELETE) {
continue;
}
Map<String, String> row = new LinkedHashMap<>();
List<CanalEntry.Column> columns;
if (eventType == CanalEntry.EventType.DELETE) {
columns = rowData.getBeforeColumnsList();
} else {
columns = rowData.getAfterColumnsList();
}
for (CanalEntry.Column column : columns) {
sqlType.put(column.getName(), column.getSqlType());
mysqlType.put(column.getName(), column.getMysqlType());
if (column.getIsNull()) {
row.put(column.getName(), null);
} else {
row.put(column.getName(), column.getValue());
}
// 获取update为true的字段
if (column.getUpdated()) {
updateSet.add(column.getName());
}
}
if (!row.isEmpty()) {
data.add(row);
}
if (eventType == CanalEntry.EventType.UPDATE) {
Map<String, String> rowOld = new LinkedHashMap<>();
for (CanalEntry.Column column : rowData.getBeforeColumnsList()) {
if (updateSet.contains(column.getName())) {
if (column.getIsNull()) {
rowOld.put(column.getName(), null);
} else {
rowOld.put(column.getName(), column.getValue());
}
}
}
// update操作将记录修改前的值
if (!rowOld.isEmpty()) {
old.add(rowOld);
}
}
}
if (!sqlType.isEmpty()) {
flatMessage.setSqlType(sqlType);
}
if (!mysqlType.isEmpty()) {
flatMessage.setMysqlType(mysqlType);
}
if (!data.isEmpty()) {
flatMessage.setData(data);
}
if (!old.isEmpty()) {
flatMessage.setOld(old);
}
}
}
return flatMessages;
} catch (Exception e) {
throw new RuntimeException(e);
}
}
/**
* 将FlatMessage按指定的字段值hash拆分
*
* @param flatMessage flatMessage
* @param partitionsNum 分区数量
* @param pkHashConfig hash映射
* @return 拆分后的flatMessage数组
*/
public static FlatMessage[] messagePartition(FlatMessage flatMessage, Integer partitionsNum,
Map<String, String> pkHashConfig) {
if (partitionsNum == null) {
partitionsNum = 1;
}
FlatMessage[] partitionMessages = new FlatMessage[partitionsNum];
String pk = pkHashConfig.get(flatMessage.getDatabase() + "." + flatMessage.getTable());
if (pk == null || flatMessage.getIsDdl()) {
partitionMessages[0] = flatMessage;
} else {
if (flatMessage.getData() != null) {
int idx = 0;
for (Map<String, String> row : flatMessage.getData()) {
Map<String, String> o = null;
if (flatMessage.getOld() != null) {
o = flatMessage.getOld().get(idx);
}
String value;
// 如果old中有pk值说明主键有修改, 以旧的主键值hash为准
if (o != null && o.containsKey(pk)) {
value = o.get(pk);
} else {
value = row.get(pk);
}
if (value == null) {
value = "";
}
int hash = value.hashCode();
int pkHash = Math.abs(hash) % partitionsNum;
// math.abs可能返回负值,这里再取反,把出现负值的数据还是写到固定的分区,仍然可以保证消费顺序
pkHash = Math.abs(pkHash);
FlatMessage flatMessageTmp = partitionMessages[pkHash];
if (flatMessageTmp == null) {
flatMessageTmp = new FlatMessage(flatMessage.getId());
partitionMessages[pkHash] = flatMessageTmp;
flatMessageTmp.setDatabase(flatMessage.getDatabase());
flatMessageTmp.setTable(flatMessage.getTable());
flatMessageTmp.setIsDdl(flatMessage.getIsDdl());
flatMessageTmp.setType(flatMessage.getType());
flatMessageTmp.setSql(flatMessage.getSql());
flatMessageTmp.setSqlType(flatMessage.getSqlType());
flatMessageTmp.setMysqlType(flatMessage.getMysqlType());
flatMessageTmp.setEs(flatMessage.getEs());
flatMessageTmp.setTs(flatMessage.getTs());
}
List<Map<String, String>> data = flatMessageTmp.getData();
if (data == null) {
data = new ArrayList<>();
flatMessageTmp.setData(data);
}
data.add(row);
if (flatMessage.getOld() != null && !flatMessage.getOld().isEmpty()) {
List<Map<String, String>> old = flatMessageTmp.getOld();
if (old == null) {
old = new ArrayList<>();
flatMessageTmp.setOld(old);
}
old.add(flatMessage.getOld().get(idx));
}
idx++;
}
}
}
return partitionMessages;
}
@Override
public String toString() {
return "FlatMessage [id=" + id + ", database=" + database + ", table=" + table + ", isDdl=" + isDdl + ", type="

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@@ -17,7 +17,6 @@ import com.google.protobuf.ByteString;
public class Message implements Serializable {
private static final long serialVersionUID = 1234034768477580009L;
private long id;
private List<CanalEntry.Entry> entries = new ArrayList<CanalEntry.Entry>();
// row data for performance, see:

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@@ -0,0 +1,405 @@
package com.alibaba.otter.canal.common;
import java.util.ArrayList;
import java.util.HashSet;
import java.util.LinkedHashMap;
import java.util.List;
import java.util.Map;
import java.util.Set;
import org.apache.commons.lang.StringUtils;
import com.alibaba.otter.canal.filter.aviater.AviaterRegexFilter;
import com.alibaba.otter.canal.protocol.CanalEntry;
import com.alibaba.otter.canal.protocol.CanalEntry.Entry;
import com.alibaba.otter.canal.protocol.FlatMessage;
import com.alibaba.otter.canal.protocol.Message;
import com.google.common.base.Function;
import com.google.common.collect.Lists;
import com.google.common.collect.MapMaker;
import com.google.common.collect.MigrateMap;
import com.google.protobuf.ByteString;
import com.google.protobuf.InvalidProtocolBufferException;
/**
* process MQ Message utils
*
* @author agapple 2018年12月11日 下午1:28:32
*/
public class MQMessageUtils {
@SuppressWarnings("deprecation")
private static Map<String, List<PartitionData>> partitionDatas = MigrateMap.makeComputingMap(new MapMaker().softValues(),
new Function<String, List<PartitionData>>() {
public List<PartitionData> apply(String pkHashConfigs) {
List<PartitionData> datas = Lists.newArrayList();
String[] pkHashConfigArray = StringUtils.split(pkHashConfigs,
",");
// schema.table#id^name
for (String pkHashConfig : pkHashConfigArray) {
PartitionData data = new PartitionData();
int i = pkHashConfig.lastIndexOf("#");
if (i > 0) {
data.pkNames = Lists.newArrayList(StringUtils.split(pkHashConfig.substring(i + 1),
'^'));
pkHashConfig = pkHashConfig.substring(0,
i);
}
if (!isWildCard(pkHashConfig)) {
data.simpleName = pkHashConfig;
} else {
data.regexFilter = new AviaterRegexFilter(pkHashConfig);
}
datas.add(data);
}
return datas;
}
});
/**
* 将 message 分区
*
* @param partitionsNum 分区数
* @param pkHashConfigs 分区库表主键正则表达式
* @return 分区message数组
*/
@SuppressWarnings("unchecked")
public static Message[] messagePartition(Message message, Integer partitionsNum, String pkHashConfigs) {
if (partitionsNum == null) {
partitionsNum = 1;
}
Message[] partitionMessages = new Message[partitionsNum];
List<Entry>[] partitionEntries = new List[partitionsNum];
for (int i = 0; i < partitionsNum; i++) {
partitionEntries[i] = new ArrayList<>();
}
List<CanalEntry.Entry> entries;
if (message.isRaw()) {
List<ByteString> rawEntries = message.getRawEntries();
entries = new ArrayList<>(rawEntries.size());
for (ByteString byteString : rawEntries) {
Entry entry;
try {
entry = Entry.parseFrom(byteString);
} catch (InvalidProtocolBufferException e) {
throw new RuntimeException(e);
}
entries.add(entry);
}
} else {
entries = message.getEntries();
}
for (Entry entry : entries) {
CanalEntry.RowChange rowChange;
try {
rowChange = CanalEntry.RowChange.parseFrom(entry.getStoreValue());
} catch (Exception e) {
throw new RuntimeException(e.getMessage(), e);
}
if (rowChange.getIsDdl()) {
partitionEntries[0].add(entry);
} else {
if (rowChange.getRowDatasList() != null && !rowChange.getRowDatasList().isEmpty()) {
String database = entry.getHeader().getSchemaName();
String table = entry.getHeader().getTableName();
List<String> pkNames = getParitionHashColumns(database + "." + table, pkHashConfigs);
if (pkNames == null) {
// 如果都没有匹配,发送到第一个分区
partitionEntries[0].add(entry);
} else {
for (CanalEntry.RowData rowData : rowChange.getRowDatasList()) {
int hashCode = table.hashCode();
if (pkNames.isEmpty()) {
// isEmpty use default pkNames
for (CanalEntry.Column column : rowData.getAfterColumnsList()) {
if (column.getIsKey()) {
hashCode = hashCode ^ column.getValue().hashCode();
}
}
} else {
for (CanalEntry.Column column : rowData.getAfterColumnsList()) {
if (checkPkNamesHasContain(pkNames, column.getName())) {
hashCode = hashCode ^ column.getValue().hashCode();
}
}
}
int pkHash = Math.abs(hashCode) % partitionsNum;
pkHash = Math.abs(pkHash);
partitionEntries[pkHash].add(entry);
}
}
}
}
}
for (int i = 0; i < partitionsNum; i++) {
List<Entry> entriesTmp = partitionEntries[i];
if (!entriesTmp.isEmpty()) {
partitionMessages[i] = new Message(message.getId(), entriesTmp);
}
}
return partitionMessages;
}
/**
* 将Message转换为FlatMessage
*
* @param message 原生message
* @return FlatMessage列表
*/
public static List<FlatMessage> messageConverter(Message message) {
try {
if (message == null) {
return null;
}
List<FlatMessage> flatMessages = new ArrayList<>();
List<CanalEntry.Entry> entrys = null;
if (message.isRaw()) {
List<ByteString> rawEntries = message.getRawEntries();
entrys = new ArrayList<CanalEntry.Entry>(rawEntries.size());
for (ByteString byteString : rawEntries) {
CanalEntry.Entry entry = CanalEntry.Entry.parseFrom(byteString);
entrys.add(entry);
}
} else {
entrys = message.getEntries();
}
for (CanalEntry.Entry entry : entrys) {
if (entry.getEntryType() == CanalEntry.EntryType.TRANSACTIONBEGIN
|| entry.getEntryType() == CanalEntry.EntryType.TRANSACTIONEND) {
continue;
}
CanalEntry.RowChange rowChange;
try {
rowChange = CanalEntry.RowChange.parseFrom(entry.getStoreValue());
} catch (Exception e) {
throw new RuntimeException("ERROR ## parser of eromanga-event has an error , data:"
+ entry.toString(), e);
}
CanalEntry.EventType eventType = rowChange.getEventType();
FlatMessage flatMessage = new FlatMessage(message.getId());
flatMessages.add(flatMessage);
flatMessage.setDatabase(entry.getHeader().getSchemaName());
flatMessage.setTable(entry.getHeader().getTableName());
flatMessage.setIsDdl(rowChange.getIsDdl());
flatMessage.setType(eventType.toString());
flatMessage.setEs(entry.getHeader().getExecuteTime());
flatMessage.setTs(System.currentTimeMillis());
flatMessage.setSql(rowChange.getSql());
if (!rowChange.getIsDdl()) {
Map<String, Integer> sqlType = new LinkedHashMap<>();
Map<String, String> mysqlType = new LinkedHashMap<>();
List<Map<String, String>> data = new ArrayList<>();
List<Map<String, String>> old = new ArrayList<>();
Set<String> updateSet = new HashSet<>();
for (CanalEntry.RowData rowData : rowChange.getRowDatasList()) {
if (eventType != CanalEntry.EventType.INSERT && eventType != CanalEntry.EventType.UPDATE
&& eventType != CanalEntry.EventType.DELETE) {
continue;
}
Map<String, String> row = new LinkedHashMap<>();
List<CanalEntry.Column> columns;
if (eventType == CanalEntry.EventType.DELETE) {
columns = rowData.getBeforeColumnsList();
} else {
columns = rowData.getAfterColumnsList();
}
for (CanalEntry.Column column : columns) {
if (column.getIsKey()) {
flatMessage.addPkName(column.getName());
}
sqlType.put(column.getName(), column.getSqlType());
mysqlType.put(column.getName(), column.getMysqlType());
if (column.getIsNull()) {
row.put(column.getName(), null);
} else {
row.put(column.getName(), column.getValue());
}
// 获取update为true的字段
if (column.getUpdated()) {
updateSet.add(column.getName());
}
}
if (!row.isEmpty()) {
data.add(row);
}
if (eventType == CanalEntry.EventType.UPDATE) {
Map<String, String> rowOld = new LinkedHashMap<>();
for (CanalEntry.Column column : rowData.getBeforeColumnsList()) {
if (updateSet.contains(column.getName())) {
if (column.getIsNull()) {
rowOld.put(column.getName(), null);
} else {
rowOld.put(column.getName(), column.getValue());
}
}
}
// update操作将记录修改前的值
if (!rowOld.isEmpty()) {
old.add(rowOld);
}
}
}
if (!sqlType.isEmpty()) {
flatMessage.setSqlType(sqlType);
}
if (!mysqlType.isEmpty()) {
flatMessage.setMysqlType(mysqlType);
}
if (!data.isEmpty()) {
flatMessage.setData(data);
}
if (!old.isEmpty()) {
flatMessage.setOld(old);
}
}
}
return flatMessages;
} catch (Exception e) {
throw new RuntimeException(e);
}
}
/**
* 将FlatMessage按指定的字段值hash拆分
*
* @param flatMessage flatMessage
* @param partitionsNum 分区数量
* @param pkHashConfigs hash映射
* @return 拆分后的flatMessage数组
*/
public static FlatMessage[] messagePartition(FlatMessage flatMessage, Integer partitionsNum, String pkHashConfigs) {
if (partitionsNum == null) {
partitionsNum = 1;
}
FlatMessage[] partitionMessages = new FlatMessage[partitionsNum];
if (flatMessage.getIsDdl()) {
partitionMessages[0] = flatMessage;
} else {
if (flatMessage.getData() != null && !flatMessage.getData().isEmpty()) {
String database = flatMessage.getDatabase();
String table = flatMessage.getTable();
List<String> pkNames = getParitionHashColumns(database + "." + table, pkHashConfigs);
if (pkNames == null) {
// 如果都没有匹配,发送到第一个分区
partitionMessages[0] = flatMessage;
} else {
if (pkNames.isEmpty()) {
pkNames = flatMessage.getPkNames();
}
int hashCode = table.hashCode();
int idx = 0;
for (Map<String, String> row : flatMessage.getData()) {
for (String pkName : pkNames) {
String value = row.get(pkName);
if (value == null) {
value = "";
}
hashCode = hashCode ^ value.hashCode();
}
int pkHash = Math.abs(hashCode) % partitionsNum;
// math.abs可能返回负值,这里再取反,把出现负值的数据还是写到固定的分区,仍然可以保证消费顺序
pkHash = Math.abs(pkHash);
FlatMessage flatMessageTmp = partitionMessages[pkHash];
if (flatMessageTmp == null) {
flatMessageTmp = new FlatMessage(flatMessage.getId());
partitionMessages[pkHash] = flatMessageTmp;
flatMessageTmp.setDatabase(flatMessage.getDatabase());
flatMessageTmp.setTable(flatMessage.getTable());
flatMessageTmp.setIsDdl(flatMessage.getIsDdl());
flatMessageTmp.setType(flatMessage.getType());
flatMessageTmp.setSql(flatMessage.getSql());
flatMessageTmp.setSqlType(flatMessage.getSqlType());
flatMessageTmp.setMysqlType(flatMessage.getMysqlType());
flatMessageTmp.setEs(flatMessage.getEs());
flatMessageTmp.setTs(flatMessage.getTs());
}
List<Map<String, String>> data = flatMessageTmp.getData();
if (data == null) {
data = new ArrayList<>();
flatMessageTmp.setData(data);
}
data.add(row);
if (flatMessage.getOld() != null && !flatMessage.getOld().isEmpty()) {
List<Map<String, String>> old = flatMessageTmp.getOld();
if (old == null) {
old = new ArrayList<>();
flatMessageTmp.setOld(old);
}
old.add(flatMessage.getOld().get(idx));
}
idx++;
}
}
}
}
return partitionMessages;
}
/**
* match return List , not match return null
*/
public static List<String> getParitionHashColumns(String name, String pkHashConfigs) {
List<PartitionData> datas = partitionDatas.get(pkHashConfigs);
for (PartitionData data : datas) {
if (data.simpleName != null) {
if (data.simpleName.equalsIgnoreCase(name)) {
return data.pkNames;
}
} else {
if (data.regexFilter.filter(name)) {
return data.pkNames;
}
}
}
return null;
}
public static boolean checkPkNamesHasContain(List<String> pkNames, String name) {
for (String pkName : pkNames) {
if (pkName.equalsIgnoreCase(name)) {
return true;
}
}
return false;
}
private static boolean isWildCard(String value) {
// not contaiins '.' ?
return StringUtils.containsAny(value, new char[] { '*', '?', '+', '|', '(', ')', '{', '}', '[', ']', '\\', '$',
'^' });
}
public static class PartitionData {
public String simpleName;
public AviaterRegexFilter regexFilter;
public List<String> pkNames = Lists.newArrayList();
}
}

View File

@@ -1,6 +1,5 @@
package com.alibaba.otter.canal.common;
import java.util.Map;
/**
* kafka 配置项
@@ -28,11 +27,11 @@ public class MQProperties {
public static class CanalDestination {
private String canalDestination;
private String topic;
private Integer partition;
private Integer partitionsNum;
private Map<String, String> partitionHash;
private String canalDestination;
private String topic;
private Integer partition;
private Integer partitionsNum;
private String partitionHash;
public String getCanalDestination() {
return canalDestination;
@@ -66,11 +65,11 @@ public class MQProperties {
this.partitionsNum = partitionsNum;
}
public Map<String, String> getPartitionHash() {
public String getPartitionHash() {
return partitionHash;
}
public void setPartitionHash(Map<String, String> partitionHash) {
public void setPartitionHash(String partitionHash) {
this.partitionHash = partitionHash;
}
}
@@ -186,6 +185,7 @@ public class MQProperties {
public void setAliyunSecretKey(String aliyunSecretKey) {
this.aliyunSecretKey = aliyunSecretKey;
}
public int getMaxRequestSize() {
return maxRequestSize;
}

View File

@@ -12,6 +12,7 @@ import org.slf4j.LoggerFactory;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.serializer.SerializerFeature;
import com.alibaba.otter.canal.common.MQMessageUtils;
import com.alibaba.otter.canal.common.MQProperties;
import com.alibaba.otter.canal.protocol.FlatMessage;
import com.alibaba.otter.canal.protocol.Message;
@@ -80,22 +81,37 @@ public class CanalKafkaProducer implements CanalMQProducer {
// producer.beginTransaction();
if (!kafkaProperties.getFlatMessage()) {
try {
ProducerRecord<String, Message> record;
ProducerRecord<String, Message> record = null;
if (canalDestination.getPartition() != null) {
record = new ProducerRecord<String, Message>(canalDestination.getTopic(),
record = new ProducerRecord<>(canalDestination.getTopic(),
canalDestination.getPartition(),
null,
message);
} else {
record = new ProducerRecord<String, Message>(canalDestination.getTopic(), 0, null, message);
if (canalDestination.getPartitionHash() != null && !canalDestination.getPartitionHash().isEmpty()) {
Message[] messages = MQMessageUtils.messagePartition(message,
canalDestination.getPartitionsNum(),
canalDestination.getPartitionHash());
int length = messages.length;
for (int i = 0; i < length; i++) {
Message messagePartition = messages[i];
if (messagePartition != null) {
record = new ProducerRecord<>(canalDestination.getTopic(), i, null, messagePartition);
}
}
} else {
record = new ProducerRecord<>(canalDestination.getTopic(), 0, null, message);
}
}
producer.send(record).get();
if (record != null) {
producer.send(record).get();
if (logger.isDebugEnabled()) {
logger.debug("Send message to kafka topic: [{}], packet: {}",
canalDestination.getTopic(),
message.toString());
if (logger.isDebugEnabled()) {
logger.debug("Send message to kafka topic: [{}], packet: {}",
canalDestination.getTopic(),
message.toString());
}
}
} catch (Exception e) {
logger.error(e.getMessage(), e);
@@ -105,13 +121,12 @@ public class CanalKafkaProducer implements CanalMQProducer {
}
} else {
// 发送扁平数据json
List<FlatMessage> flatMessages = FlatMessage.messageConverter(message);
List<FlatMessage> flatMessages = MQMessageUtils.messageConverter(message);
if (flatMessages != null) {
for (FlatMessage flatMessage : flatMessages) {
if (canalDestination.getPartition() != null) {
try {
ProducerRecord<String, String> record = new ProducerRecord<String, String>(
canalDestination.getTopic(),
ProducerRecord<String, String> record = new ProducerRecord<String, String>(canalDestination.getTopic(),
canalDestination.getPartition(),
null,
JSON.toJSONString(flatMessage, SerializerFeature.WriteMapNullValue));
@@ -125,7 +140,7 @@ public class CanalKafkaProducer implements CanalMQProducer {
} else {
if (canalDestination.getPartitionHash() != null
&& !canalDestination.getPartitionHash().isEmpty()) {
FlatMessage[] partitionFlatMessage = FlatMessage.messagePartition(flatMessage,
FlatMessage[] partitionFlatMessage = MQMessageUtils.messagePartition(flatMessage,
canalDestination.getPartitionsNum(),
canalDestination.getPartitionHash());
int length = partitionFlatMessage.length;
@@ -133,8 +148,7 @@ public class CanalKafkaProducer implements CanalMQProducer {
FlatMessage flatMessagePart = partitionFlatMessage[i];
if (flatMessagePart != null) {
try {
ProducerRecord<String, String> record = new ProducerRecord<String, String>(
canalDestination.getTopic(),
ProducerRecord<String, String> record = new ProducerRecord<String, String>(canalDestination.getTopic(),
i,
null,
JSON.toJSONString(flatMessagePart, SerializerFeature.WriteMapNullValue));
@@ -149,8 +163,7 @@ public class CanalKafkaProducer implements CanalMQProducer {
}
} else {
try {
ProducerRecord<String, String> record = new ProducerRecord<String, String>(
canalDestination.getTopic(),
ProducerRecord<String, String> record = new ProducerRecord<String, String>(canalDestination.getTopic(),
0,
null,
JSON.toJSONString(flatMessage, SerializerFeature.WriteMapNullValue));

View File

@@ -1,14 +1,7 @@
package com.alibaba.otter.canal.rocketmq;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.serializer.SerializerFeature;
import com.alibaba.otter.canal.common.CanalMessageSerializer;
import com.alibaba.otter.canal.common.MQProperties;
import com.alibaba.otter.canal.protocol.FlatMessage;
import com.alibaba.otter.canal.server.exception.CanalServerException;
import com.alibaba.otter.canal.spi.CanalMQProducer;
import com.aliyun.openservices.apache.api.impl.authority.SessionCredentials;
import com.aliyun.openservices.apache.api.impl.rocketmq.ClientRPCHook;
import java.util.List;
import org.apache.rocketmq.client.exception.MQBrokerException;
import org.apache.rocketmq.client.exception.MQClientException;
import org.apache.rocketmq.client.producer.DefaultMQProducer;
@@ -20,7 +13,16 @@ import org.apache.rocketmq.remoting.exception.RemotingException;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import java.util.List;
import com.alibaba.fastjson.JSON;
import com.alibaba.fastjson.serializer.SerializerFeature;
import com.alibaba.otter.canal.common.CanalMessageSerializer;
import com.alibaba.otter.canal.common.MQMessageUtils;
import com.alibaba.otter.canal.common.MQProperties;
import com.alibaba.otter.canal.protocol.FlatMessage;
import com.alibaba.otter.canal.server.exception.CanalServerException;
import com.alibaba.otter.canal.spi.CanalMQProducer;
import com.aliyun.openservices.apache.api.impl.authority.SessionCredentials;
import com.aliyun.openservices.apache.api.impl.rocketmq.ClientRPCHook;
public class CanalRocketMQProducer implements CanalMQProducer {
@@ -34,8 +36,8 @@ public class CanalRocketMQProducer implements CanalMQProducer {
public void init(MQProperties rocketMQProperties) {
this.mqProperties = rocketMQProperties;
RPCHook rpcHook = null;
if(rocketMQProperties.getAliyunAccessKey().length() > 0
&& rocketMQProperties.getAliyunSecretKey().length() > 0){
if (rocketMQProperties.getAliyunAccessKey().length() > 0
&& rocketMQProperties.getAliyunSecretKey().length() > 0) {
SessionCredentials sessionCredentials = new SessionCredentials();
sessionCredentials.setAccessKey(rocketMQProperties.getAliyunAccessKey());
sessionCredentials.setSecretKey(rocketMQProperties.getAliyunSecretKey());
@@ -59,40 +61,85 @@ public class CanalRocketMQProducer implements CanalMQProducer {
Callback callback) {
if (!mqProperties.getFlatMessage()) {
try {
Message message = new Message(destination.getTopic(), CanalMessageSerializer.serializer(data,
mqProperties.isFilterTransactionEntry()));
logger.debug("send message:{} to destination:{}, partition: {}",
message,
destination.getCanalDestination(),
destination.getPartition());
this.defaultMQProducer.send(message, new MessageQueueSelector() {
@Override
public MessageQueue select(List<MessageQueue> mqs, Message msg, Object arg) {
int partition = 0;
if (destination.getPartition() != null) {
partition = destination.getPartition();
}
return mqs.get(partition);
if (destination.getPartition() != null) {
Message message = new Message(destination.getTopic(), CanalMessageSerializer.serializer(data,
mqProperties.isFilterTransactionEntry()));
if (logger.isDebugEnabled()) {
logger.debug("send message:{} to destination:{}, partition: {}",
message,
destination.getCanalDestination(),
destination.getPartition());
}
}, null);
this.defaultMQProducer.send(message, new MessageQueueSelector() {
@Override
public MessageQueue select(List<MessageQueue> mqs, Message msg, Object arg) {
int partition = 0;
if (destination.getPartition() != null) {
partition = destination.getPartition();
}
return mqs.get(partition);
}
}, null);
} else {
if (destination.getPartitionHash() != null && !destination.getPartitionHash().isEmpty()) {
com.alibaba.otter.canal.protocol.Message[] messages = MQMessageUtils.messagePartition(data,
destination.getPartitionsNum(),
destination.getPartitionHash());
int length = messages.length;
for (int i = 0; i < length; i++) {
com.alibaba.otter.canal.protocol.Message dataPartition = messages[i];
if (dataPartition != null) {
if (logger.isDebugEnabled()) {
logger.debug("flatMessagePart: {}, partition: {}",
JSON.toJSONString(dataPartition, SerializerFeature.WriteMapNullValue),
i);
}
final int index = i;
try {
Message message = new Message(destination.getTopic(),
CanalMessageSerializer.serializer(dataPartition,
mqProperties.isFilterTransactionEntry()));
this.defaultMQProducer.send(message, new MessageQueueSelector() {
@Override
public MessageQueue select(List<MessageQueue> mqs, Message msg, Object arg) {
if (index > mqs.size()) {
throw new CanalServerException("partition number is error,config num:"
+ destination.getPartitionsNum()
+ ", mq num: " + mqs.size());
}
return mqs.get(index);
}
}, null);
} catch (Exception e) {
logger.error("send flat message to hashed partition error", e);
callback.rollback();
return;
}
}
}
}
}
} catch (MQClientException | RemotingException | MQBrokerException | InterruptedException e) {
logger.error("Send message error!", e);
callback.rollback();
return;
}
} else {
List<FlatMessage> flatMessages = FlatMessage.messageConverter(data);
List<FlatMessage> flatMessages = MQMessageUtils.messageConverter(data);
if (flatMessages != null) {
for (FlatMessage flatMessage : flatMessages) {
if (destination.getPartition() != null) {
try {
logger.info("send flat message: {} to topic: {} fixed partition: {}",
JSON.toJSONString(flatMessage, SerializerFeature.WriteMapNullValue),
destination.getTopic(),
destination.getPartition());
Message message = new Message(destination.getTopic(),
JSON.toJSONString(flatMessage, SerializerFeature.WriteMapNullValue).getBytes());
if (logger.isDebugEnabled()) {
logger.debug("send message: {} to topic: {} fixed partition: {}",
JSON.toJSONString(flatMessage, SerializerFeature.WriteMapNullValue),
destination.getTopic(),
destination.getPartition());
}
Message message = new Message(destination.getTopic(), JSON.toJSONString(flatMessage,
SerializerFeature.WriteMapNullValue).getBytes());
this.defaultMQProducer.send(message, new MessageQueueSelector() {
@Override
@@ -107,34 +154,36 @@ public class CanalRocketMQProducer implements CanalMQProducer {
}
} else {
if (destination.getPartitionHash() != null && !destination.getPartitionHash().isEmpty()) {
FlatMessage[] partitionFlatMessage = FlatMessage.messagePartition(flatMessage,
FlatMessage[] partitionFlatMessage = MQMessageUtils.messagePartition(flatMessage,
destination.getPartitionsNum(),
destination.getPartitionHash());
int length = partitionFlatMessage.length;
for (int i = 0; i < length; i++) {
FlatMessage flatMessagePart = partitionFlatMessage[i];
if (flatMessagePart != null) {
logger.debug("flatMessagePart: {}, partition: {}",
JSON.toJSONString(flatMessagePart, SerializerFeature.WriteMapNullValue),
i);
if (logger.isDebugEnabled()) {
logger.debug("flatMessagePart: {}, partition: {}",
JSON.toJSONString(flatMessagePart, SerializerFeature.WriteMapNullValue),
i);
}
final int index = i;
try {
Message message = new Message(destination.getTopic(),
JSON.toJSONString(flatMessagePart, SerializerFeature.WriteMapNullValue).getBytes());
JSON.toJSONString(flatMessagePart, SerializerFeature.WriteMapNullValue)
.getBytes());
this.defaultMQProducer.send(message, new MessageQueueSelector() {
@Override
public MessageQueue select(List<MessageQueue> mqs, Message msg,
Object arg) {
public MessageQueue select(List<MessageQueue> mqs, Message msg, Object arg) {
if (index > mqs.size()) {
throw new CanalServerException(
"partition number is error,config num:"
throw new CanalServerException("partition number is error,config num:"
+ destination.getPartitionsNum()
+ ", mq num: " + mqs.size());
}
return mqs.get(index);
}
}, null);
},
null);
} catch (Exception e) {
logger.error("send flat message to hashed partition error", e);
callback.rollback();

View File

@@ -138,7 +138,7 @@ public class CanalMQStarter {
canalDestination.setTopic(mqConfig.getTopic());
canalDestination.setPartition(mqConfig.getPartition());
canalDestination.setPartitionsNum(mqConfig.getPartitionsNum());
canalDestination.setPartitionHash(mqConfig.getPartitionHashProperties());
canalDestination.setPartitionHash(mqConfig.getPartitionHash());
canalServer.subscribe(clientIdentity);
logger.info("## the MQ producer: {} is running now ......", destination);