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[fix](demo)add Sync full database for versions below doris 1.2 (apach…
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.../flink-demo-v1.1/src/main/java/org/apache/doris/demo/flink/dbsync/DatabaseFullSyncV2.java
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// Licensed to the Apache Software Foundation (ASF) under one | ||
// or more contributor license agreements. See the NOTICE file | ||
// distributed with this work for additional information | ||
// regarding copyright ownership. The ASF licenses this file | ||
// to you under the Apache License, Version 2.0 (the | ||
// "License"); you may not use this file except in compliance | ||
// with the License. You may obtain a copy of the License at | ||
// | ||
// http://www.apache.org/licenses/LICENSE-2.0 | ||
// | ||
// Unless required by applicable law or agreed to in writing, | ||
// software distributed under the License is distributed on an | ||
// "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY | ||
// KIND, either express or implied. See the License for the | ||
// specific language governing permissions and limitations | ||
// under the License. | ||
package org.apache.doris.demo.flink.dbsync; | ||
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import com.alibaba.fastjson.JSON; | ||
import com.alibaba.fastjson.JSONObject; | ||
import com.ververica.cdc.connectors.mysql.source.MySqlSource; | ||
import com.ververica.cdc.debezium.JsonDebeziumDeserializationSchema; | ||
import org.apache.doris.demo.flink.converter.DateToStringConverter; | ||
import org.apache.doris.flink.cfg.DorisExecutionOptions; | ||
import org.apache.doris.flink.cfg.DorisOptions; | ||
import org.apache.doris.flink.cfg.DorisReadOptions; | ||
import org.apache.doris.flink.sink.DorisSink; | ||
import org.apache.doris.flink.sink.writer.SimpleStringSerializer; | ||
import org.apache.flink.api.common.eventtime.WatermarkStrategy; | ||
import org.apache.flink.api.common.functions.FilterFunction; | ||
import org.apache.flink.api.common.functions.FlatMapFunction; | ||
import org.apache.flink.streaming.api.datastream.DataStreamSource; | ||
import org.apache.flink.streaming.api.datastream.SingleOutputStreamOperator; | ||
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment; | ||
import org.apache.flink.util.Collector; | ||
import org.slf4j.Logger; | ||
import org.slf4j.LoggerFactory; | ||
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import java.util.ArrayList; | ||
import java.util.Arrays; | ||
import java.util.List; | ||
import java.util.Properties; | ||
import java.util.UUID; | ||
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/*** | ||
* Synchronize the full database through flink cdc, but not support DDL. | ||
* <br/> | ||
* Only recommended for versions below doris 1.2. | ||
* If your doris version is greater than 1.2, it is recommended to use {@link DatabaseFullSync} | ||
* | ||
*/ | ||
public class DatabaseFullSyncV2 { | ||
private static final Logger LOG = LoggerFactory.getLogger(DatabaseFullSyncV2.class); | ||
private final static String HOST = "127.0.0.1"; | ||
private final static String MYSQL_PASSWD = "12345678"; | ||
private final static int MYSQL_PORT = 3306; | ||
private final static int DORIS_PORT = 8030; | ||
private final static String MYSQL_USER = "root"; | ||
private final static String SYNC_DB = "test"; | ||
private final static String SYNC_TBLS = "test.*"; | ||
private final static String TARGET_DORIS_DB = "test"; | ||
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public static void main(String[] args) throws Exception { | ||
MySqlSource<String> mySqlSource = MySqlSource.<String>builder() | ||
.hostname(HOST) | ||
.port(MYSQL_PORT) | ||
.databaseList(SYNC_DB) // set captured database | ||
.tableList(SYNC_TBLS) // set captured table | ||
.username(MYSQL_USER) | ||
.password(MYSQL_PASSWD) | ||
.debeziumProperties(DateToStringConverter.DEFAULT_PROPS) | ||
.deserializer(new JsonDebeziumDeserializationSchema()) // converts SourceRecord to JSON String | ||
.includeSchemaChanges(true) | ||
.build(); | ||
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StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment(); | ||
env.setParallelism(1); | ||
// enable checkpoint | ||
env.enableCheckpointing(10000); | ||
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DataStreamSource<String> cdcSource = env.fromSource(mySqlSource, WatermarkStrategy.noWatermarks(), "MySQL CDC Source"); | ||
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//get table list | ||
List<String> tableList = getTableList(); | ||
LOG.info("sync table list:{}",tableList); | ||
for(String tbl : tableList){ | ||
SingleOutputStreamOperator<String> filterStream = filterTableData(cdcSource, tbl); | ||
SingleOutputStreamOperator<String> cleanStream = clean(filterStream); | ||
DorisSink dorisSink = buildDorisSink(tbl); | ||
cleanStream.sinkTo(dorisSink).name("sink " + tbl); | ||
} | ||
env.execute("Full Database Sync "); | ||
} | ||
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/** | ||
* Get real data | ||
* { | ||
* "before":null, | ||
* "after":{ | ||
* "id":1, | ||
* "name":"zhangsan-1", | ||
* "age":18 | ||
* }, | ||
* "source":{ | ||
* "db":"test", | ||
* "table":"test_1", | ||
* ... | ||
* }, | ||
* "op":"c", | ||
* ... | ||
* } | ||
* */ | ||
private static SingleOutputStreamOperator<String> clean(SingleOutputStreamOperator<String> source) { | ||
return source.flatMap(new FlatMapFunction<String,String>(){ | ||
@Override | ||
public void flatMap(String row, Collector<String> out) throws Exception { | ||
try{ | ||
JSONObject rowJson = JSON.parseObject(row); | ||
String op = rowJson.getString("op"); | ||
if (Arrays.asList("c", "r", "u").contains(op)) { | ||
JSONObject after = rowJson.getJSONObject("after"); | ||
after.put("__DORIS_DELETE_SIGN__", 0); | ||
out.collect(after.toJSONString()); | ||
} else if ("d".equals(op)) { | ||
JSONObject before = rowJson.getJSONObject("before"); | ||
before.put("__DORIS_DELETE_SIGN__", 1); | ||
out.collect(before.toJSONString()); | ||
} else { | ||
LOG.info("filter other op:{}", op); | ||
} | ||
}catch (Exception ex){ | ||
LOG.warn("filter other format binlog:{}",row); | ||
} | ||
} | ||
}); | ||
} | ||
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/** | ||
* Divide according to tablename | ||
* */ | ||
private static SingleOutputStreamOperator<String> filterTableData(DataStreamSource<String> source, String table) { | ||
return source.filter(new FilterFunction<String>() { | ||
@Override | ||
public boolean filter(String row) throws Exception { | ||
try { | ||
JSONObject rowJson = JSON.parseObject(row); | ||
JSONObject source = rowJson.getJSONObject("source"); | ||
String tbl = source.getString("table"); | ||
return table.equals(tbl); | ||
}catch (Exception ex){ | ||
ex.printStackTrace(); | ||
return false; | ||
} | ||
} | ||
}); | ||
} | ||
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/** | ||
* Get all MySQL tables that need to be synchronized | ||
* */ | ||
private static List<String> getTableList() { | ||
List<String> tables = new ArrayList<>(); | ||
String sql = "SELECT TABLE_SCHEMA,TABLE_NAME FROM information_schema.tables WHERE TABLE_SCHEMA = '" + SYNC_DB + "'"; | ||
List<JSONObject> tableList = JdbcUtil.executeQuery(HOST, MYSQL_PORT, MYSQL_USER, MYSQL_PASSWD, sql); | ||
for(JSONObject jsob : tableList){ | ||
String schemaName = jsob.getString("TABLE_SCHEMA"); | ||
String tblName = jsob.getString("TABLE_NAME"); | ||
String schemaTbl = schemaName + "." + tblName; | ||
if(schemaTbl.matches(SYNC_TBLS)){ | ||
tables.add(tblName); | ||
} | ||
} | ||
return tables; | ||
} | ||
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/** | ||
* create doris sink | ||
* */ | ||
public static DorisSink<String> buildDorisSink(String table){ | ||
DorisSink.Builder<String> builder = DorisSink.builder(); | ||
DorisOptions.Builder dorisBuilder = DorisOptions.builder(); | ||
dorisBuilder.setFenodes(HOST + ":" + DORIS_PORT) | ||
.setTableIdentifier(TARGET_DORIS_DB + "." + table) | ||
.setUsername("root") | ||
.setPassword(""); | ||
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Properties pro = new Properties(); | ||
//json data format | ||
pro.setProperty("format", "json"); | ||
pro.setProperty("read_json_by_line", "true"); | ||
DorisExecutionOptions executionOptions = DorisExecutionOptions.builder() | ||
.setLabelPrefix("label-" + table + UUID.randomUUID()) //streamload label prefix, | ||
.setStreamLoadProp(pro) | ||
.setDeletable(true) | ||
.build(); | ||
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builder.setDorisReadOptions(DorisReadOptions.builder().build()) | ||
.setDorisExecutionOptions(executionOptions) | ||
.setSerializer(new SimpleStringSerializer()) //serialize according to string | ||
.setDorisOptions(dorisBuilder.build()); | ||
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return builder.build(); | ||
} | ||
} |