DataStream API 打包指南

DataStream API Package Guidance #

This guide provides a simple pom.xml example for packaging DataStream job JARs with MySQL CDC source.

Example for pom.xml #

<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
         xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
         xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
    <modelVersion>4.0.0</modelVersion>

    <groupId>org.apache.flink</groupId>
    <artifactId>FlinkCDCTest</artifactId>
    <version>1.0-SNAPSHOT</version>

    <properties>
        <maven.compiler.source>8</maven.compiler.source>
        <maven.compiler.target>8</maven.compiler.target>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <java.version>1.8</java.version>
        <scala.binary.version>2.12</scala.binary.version>
        <maven.compiler.source>${java.version}</maven.compiler.source>
        <maven.compiler.target>${java.version}</maven.compiler.target>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <!-- Enforce single fork execution due to heavy mini cluster use in the tests -->
        <flink.forkCount>1</flink.forkCount>
        <flink.reuseForks>true</flink.reuseForks>

        <!-- dependencies versions -->
        <flink.version>1.17.2</flink.version>
        <slf4j.version>1.7.15</slf4j.version>
        <log4j.version>2.17.1</log4j.version>
        <debezium.version>1.9.7.Final</debezium.version>
    </properties>
    <dependencies>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-streaming-java</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-java</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-planner_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-runtime</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-core</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-table-common</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>
        <!-- Checked the dependencies of the Flink project and below is a feasible reference. -->
        <!--  Use flink shaded guava  18.0-13.0 for flink 1.13   -->
        <!--  Use flink shaded guava  30.1.1-jre-14.0 for flink-1.14  -->
        <!--  Use flink shaded guava  30.1.1-jre-15.0 for flink-1.15  -->
        <!--  Use flink shaded guava  30.1.1-jre-15.0 for flink-1.16  -->
        <!--  Use flink shaded guava  30.1.1-jre-16.1 for flink-1.17  -->
        <!--  Use flink shaded guava  31.1-jre-17.0   for flink-1.18  -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-shaded-guava</artifactId>
            <version>30.1.1-jre-16.1</version>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-mysql-cdc</artifactId>
            <version>2.4.2</version>
        </dependency>
        <dependency>
            <groupId>io.debezium</groupId>
            <artifactId>debezium-connector-mysql</artifactId>
            <version>${debezium.version}</version>
        </dependency>
    </dependencies>

    <build>
        <plugins>
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-shade-plugin</artifactId>
                <executions>
                    <execution>
                        <id>shade-flink</id>
                        <phase>package</phase>
                        <goals>
                            <goal>shade</goal>
                        </goals>
                        <configuration>
                            <!-- Shading test jar have bug in some previous version, so close this configuration here,
                            see https://issues.apache.org/jira/browse/MSHADE-284 -->
                            <shadeTestJar>false</shadeTestJar>
                            <shadedArtifactAttached>false</shadedArtifactAttached>
                            <createDependencyReducedPom>true</createDependencyReducedPom>
                            <dependencyReducedPomLocation>
                                ${project.basedir}/target/dependency-reduced-pom.xml
                            </dependencyReducedPomLocation>
                            <filters combine.children="append">
                                <filter>
                                    <artifact>*:*</artifact>
                                    <excludes>
                                        <exclude>module-info.class</exclude>
                                        <exclude>META-INF/*.SF</exclude>
                                        <exclude>META-INF/*.DSA</exclude>
                                        <exclude>META-INF/*.RSA</exclude>
                                    </excludes>
                                </filter>
                            </filters>
                            <artifactSet>
                                <includes>
                                    <!-- include nothing -->
                                    <include>io.debezium:debezium-api</include>
                                    <include>io.debezium:debezium-embedded</include>
                                    <include>io.debezium:debezium-core</include>
                                    <include>io.debezium:debezium-ddl-parser</include>
                                    <include>io.debezium:debezium-connector-mysql</include>
                                    <include>org.apache.flink:flink-connector-debezium</include>
                                    <include>org.apache.flink:flink-connector-mysql-cdc</include>
                                    <include>org.antlr:antlr4-runtime</include>
                                    <include>org.apache.kafka:*</include>
                                    <include>mysql:mysql-connector-java</include>
                                    <include>com.zendesk:mysql-binlog-connector-java</include>
                                    <include>com.fasterxml.*:*</include>
                                    <include>com.google.guava:*</include>
                                    <include>com.esri.geometry:esri-geometry-api</include>
                                    <include>com.zaxxer:HikariCP</include>
                                    <!--  Include fixed version 30.1.1-jre-16.0 of flink shaded guava  -->
                                    <include>org.apache.flink:flink-shaded-guava</include>
                                </includes>
                            </artifactSet>
                            <relocations>
                                <relocation>
                                    <pattern>org.apache.kafka</pattern>
                                    <shadedPattern>
                                        org.apache.flink.cdc.connectors.shaded.org.apache.kafka
                                    </shadedPattern>
                                </relocation>
                                <relocation>
                                    <pattern>org.antlr</pattern>
                                    <shadedPattern>
                                        org.apache.flink.cdc.connectors.shaded.org.antlr
                                    </shadedPattern>
                                </relocation>
                                <relocation>
                                    <pattern>com.fasterxml</pattern>
                                    <shadedPattern>
                                        org.apache.flink.cdc.connectors.shaded.com.fasterxml
                                    </shadedPattern>
                                </relocation>
                                <relocation>
                                    <pattern>com.google</pattern>
                                    <shadedPattern>
                                        org.apache.flink.cdc.connectors.shaded.com.google
                                    </shadedPattern>
                                </relocation>
                                <relocation>
                                    <pattern>com.esri.geometry</pattern>
                                    <shadedPattern>org.apache.flink.cdc.connectors.shaded.com.esri.geometry</shadedPattern>
                                </relocation>
                                <relocation>
                                    <pattern>com.zaxxer</pattern>
                                    <shadedPattern>
                                        org.apache.flink.cdc.connectors.shaded.com.zaxxer
                                    </shadedPattern>
                                </relocation>
                            </relocations>
                        </configuration>
                    </execution>
                </executions>
            </plugin>

        </plugins>
    </build>

</project>

Example for Code #

package org.apache.flink.flink.cdc;

import org.apache.flink.api.common.eventtime.WatermarkStrategy;
import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;

import org.apache.flink.cdc.connectors.mysql.source.MySqlSource;
import org.apache.flink.cdc.debezium.JsonDebeziumDeserializationSchema;

public class CdcTest {
    public static void main(String[] args) throws Exception {
        MySqlSource<String> mySqlSource = MySqlSource.<String>builder()
                .hostname("yourHostname")
                .port(yourPort)
                .databaseList("yourDatabaseName") // set captured database, If you need to synchronize the whole database, Please set tableList to ".*".
                .tableList("yourDatabaseName.yourTableName") // set captured table
                .username("yourUsername")
                .password("yourPassword")
                .deserializer(new JsonDebeziumDeserializationSchema()) // converts SourceRecord to JSON String
                .build();

        final StreamExecutionEnvironment env = StreamExecutionEnvironment.getExecutionEnvironment();

        // enable checkpoint
        env.enableCheckpointing(3000);

        env
                .fromSource(mySqlSource, WatermarkStrategy.noWatermarks(), "MySQL Source")
                // set 1 parallel source tasks
                .setParallelism(1)
                .print().setParallelism(1); // use parallelism 1 for sink

        env.execute("Print MySQL Snapshot + Binlog");
    }
}

Back to top