基于Flink CDC实时同步数据（MySQL到MySQL）

一、环境

• jdk8
• flink 1.16.1（部署在远程服务器：192.168.137.99）
• Flink CDC 2.3.0
• Mysql 8.0（安装在本地：192.168.3.31）
  （安装部署过程略）

二、准备

准备三个数据库：flink_source、flink_sink、flink_sink_second。
将flink_source.source_test表实时同步到flink_sink和flink_sink_second的sink_test表。
（建库建表过程略）

三、Flink sql Client上开发SQL作业

开发过程可以参考Flink CDC官网的例子（譬如：基于 Flink CDC 构建 MySQL 和 Postgres 的 Streaming ETL）。
这里介绍的是mysql到MySQL的同步，稍有不同，需要下载JDBC SQL连接器的依赖包（下载地址，使用方法），放到目录 {flink-1.16.1}/lib/ 下，用于使用JDBC SQL连接器连接MySQL的sink库。

✳注意下面两个jar的区别，是需要将flink-sql-connector-mysql-cdc-2.3.0.jar放到{flink-1.16.1}/lib/ 下。由于网络限制，本人最初是通过Maven下载的flink-connector-mysql-cdc-2.3.0.jar，导致了各种找不到类的异常。
flink-sql-connector-mysql-cdc-2.3.0.jar（包含有依赖的jar）
flink-connector-mysql-cdc-2.3.0.jar（不包含依赖jar）

flink-sql-connector-mysql-cdc-2.3.0.jar：

    com.ververica    flink-sql-connector-mysql-cdc    2.3.0

flink-connector-mysql-cdc-2.3.0.jar：

    com.ververica    flink-connector-mysql-cdc    2.3.0

使用下面的命令启动 Flink SQL CLI

./bin/sql-client.sh

然后使用下面的建表语句创建Flink表，以及将flink_source.source_test表实时同步到flink_sink、flink_sink_second的sink_test表。

Flink SQL> SET execution.checkpointing.interval = 3s;[INFO] Session property has been set.Flink SQL> CREATE TABLE source_test (>   user_id STRING,>   user_name STRING,>   PRIMARY KEY (user_id) NOT ENFORCED> ) WITH (>    'connector' = 'mysql-cdc',>    'hostname' = '192.168.3.31',>    'port' = '3306',>    'username' = 'root',>    'password' = '******',>    'database-name' = 'flink_source',>    'table-name' = 'source_test'> );[INFO] Execute statement succeed.Flink SQL> CREATE TABLE sink_test (>   user_id STRING,>   user_name STRING,>   PRIMARY KEY (user_id) NOT ENFORCED> ) WITH (>    'connector' = 'jdbc',>    'url' = 'jdbc:mysql://192.168.3.31:3306/flink_sink',>    'driver' = 'com.mysql.cj.jdbc.Driver',>    'username' = 'root',>    'password' = '******',>    'table-name' = 'sink_test'> );[INFO] Execute statement succeed.Flink SQL> CREATE TABLE sink_test_second (>   user_id STRING,>   user_name STRING,>   PRIMARY KEY (user_id) NOT ENFORCED> ) WITH (>    'connector' = 'jdbc',>    'url' = 'jdbc:mysql://192.168.3.31:3306/flink_sink_second',>    'driver' = 'com.mysql.cj.jdbc.Driver',>    'username' = 'root',>    'password' = '******',>    'table-name' = 'sink_test'> );[INFO] Execute statement succeed.Flink SQL> insert into sink_test select * from source_test;[INFO] Submitting SQL update statement to the cluster...[INFO] SQL update statement has been successfully submitted to the cluster:Job ID: 0c49758cc251699f0b4acd6c9f735e6eFlink SQL> insert into sink_test_second select * from source_test;[INFO] Submitting SQL update statement to the cluster...[INFO] SQL update statement has been successfully submitted to the cluster:Job ID: ecea685a715d7d40ee1a94aac3236c18Flink SQL> 

访问Flink WEB：Http://192.168.137.99:8081/#/job/running，可以看到已经新建了两个作业。

四、使用本机执行环境开发SQL作业

直接贴代码。
pom.xml：

    4.0.0    org.example    FlinkDemo    1.0-SNAPSHOT    jar            8        8        UTF-8        1.16.1        2.3.0                            org.apache.flink            flink-java            ${flink.version}                            org.apache.flink            flink-clients            ${flink.version}                            org.apache.flink            flink-streaming-java            ${flink.version}                            org.apache.flink            flink-table-api-java-bridge            ${flink.version}                            org.apache.flink            flink-table-planner-loader            ${flink.version}                            org.apache.flink            flink-table-runtime            ${flink.version}                            org.apache.flink            flink-connector-base            ${flink.version}                            org.apache.flink            flink-connector-jdbc            ${flink.version}                                    com.ververica            flink-sql-connector-mysql-cdc            ${flink-cdc.version}                    

FlinkDemo.java：

package org.example;import org.apache.flink.streaming.api.environment.StreamExecutionEnvironment;import org.apache.flink.table.api.EnvironmentSettings;import org.apache.flink.table.api.bridge.java.StreamTableEnvironment;public class FlinkDemo {    public static void main(String[] args) throws Exception {        StreamExecutionEnvironment env = null;        // 本机执行环境        env = StreamExecutionEnvironment.getExecutionEnvironment();        // 远程执行环境//        env = StreamExecutionEnvironment.createRemoteEnvironment("192.168.137.99", 8081);        env.enableCheckpointing(3000l).setParallelism(2);        EnvironmentSettings settings = EnvironmentSettings                .newInstance()                .inStreamingMode()                .build();        StreamTableEnvironment tableEnv = StreamTableEnvironment.create(env, settings);        // CREATE TABLE source_test        tableEnv.executeSql(sourceDDL());        // CREATE TABLE sink_test        tableEnv.executeSql(sinkDDL());        // CREATE TABLE sink_test_second        tableEnv.executeSql(sinkDDLOfSecondDb());        // 将source_test同步到sink_test和sink_test_second        tableEnv.getConfig().set("pipeline.name", "Flink Demo - To sink_test");         // 设置job名称        tableEnv.executeSql("insert into sink_test select * from source_test;");        tableEnv.getConfig().set("pipeline.name", "Flink Demo - To sink_test_second");  // 设置job名称        tableEnv.executeSql("insert into sink_test_second select * from source_test;");    }    public static String sourceDDL() {        String sourceDDL = "CREATE TABLE source_test (\n" +                "  user_id STRING,\n" +                "  user_name STRING,\n" +                "  PRIMARY KEY (user_id) NOT ENFORCED\n" +                ") WITH (\n" +                "   'connector' = 'mysql-cdc',\n" +                "   'hostname' = '192.168.3.31',\n" +                "   'port' = '3306',\n" +                "   'username' = 'root',\n" +                "   'passWord' = '******',\n" +                "   'database-name' = 'flink_source',\n" +                "   'table-name' = 'source_test'\n" +                ");";        return sourceDDL;    }    public static String sinkDDL() {        String sinkDDL = "CREATE TABLE sink_test (\n" +                "  user_id STRING,\n" +                "  user_name STRING,\n" +                "  PRIMARY KEY (user_id) NOT ENFORCED\n" +                ") WITH (\n" +                "   'connector' = 'jdbc',\n" +                "   'url' = 'jdbc:mysql://192.168.3.31:3306/flink_sink',\n" +                "   'driver' = 'com.mysql.cj.jdbc.Driver',\n" +                "   'username' = 'root',\n" +                "   'password' = '******',\n" +                "   'table-name' = 'sink_test'\n" +                ");";        return sinkDDL;    }    public static String sinkDDLOfSecondDb() {        String sinkDDL = "CREATE TABLE sink_test_second (\n" +                "  user_id STRING,\n" +                "  user_name STRING,\n" +                "  PRIMARY KEY (user_id) NOT ENFORCED\n" +                ") WITH (\n" +                "   'connector' = 'jdbc',\n" +                "   'url' = 'jdbc:mysql://192.168.3.31:3306/flink_sink_second',\n" +                "   'driver' = 'com.mysql.cj.jdbc.Driver',\n" +                "   'username' = 'root',\n" +                "   'password' = '******',\n" +                "   'table-name' = 'sink_test'\n" +                ");";        return sinkDDL;    }}

五、远程执行环境开发SQL作业

提交SQL作业到远程Flink集群上执行，需要使用下面的方法创建执行环境：

StreamExecutionEnvironment.createRemoteEnvironment("192.168.137.99", 8081);

而本机执行是：

StreamExecutionEnvironment.getExecutionEnvironment();

上面的FlinkDemo.java，修改执行环境后，运行代码提交作业：

另外在远程执行的时候，必须使用flink-sql-connector-mysql-cdc，不能使用flink-connector-mysql-cdc。否则会报错：Caused by: java.io.StreamCorruptedException: unexpected block data

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ls-2.7.1.jar;E:\java\.m2\repository\net\sourceforge\argparse4j\argparse4j\0.7.0\argparse4j-0.7.0.jar;E:\java\.m2\repository\org\apache\kafka\connect-transforms\2.7.1\connect-transforms-2.7.1.jar;E:\java\.m2\repository\com\fasterxml\jackson\jaxrs\jackson-jaxrs-json-provider\2.10.5\jackson-jaxrs-json-provider-2.10.5.jar;E:\java\.m2\repository\com\fasterxml\jackson\jaxrs\jackson-jaxrs-base\2.10.5\jackson-jaxrs-base-2.10.5.jar;E:\java\.m2\repository\com\fasterxml\jackson\module\jackson-module-jaxb-annotations\2.10.5\jackson-module-jaxb-annotations-2.10.5.jar;E:\java\.m2\repository\jakarta\xml\bind\jakarta.xml.bind-api\2.3.2\jakarta.xml.bind-api-2.3.2.jar;E:\java\.m2\repository\jakarta\activation\jakarta.activation-api\1.2.1\jakarta.activation-api-1.2.1.jar;E:\java\.m2\repository\org\glassfish\jersey\containers\jersey-container-servlet\2.31\jersey-container-servlet-2.31.jar;E:\java\.m2\repository\org\glassfish\jersey\containers\jersey-container-servlet-core\2.31\jersey-container-servlet-core-2.31.jar;E:\java\.m2\repository\org\glassfish\hk2\external\jakarta.inject\2.6.1\jakarta.inject-2.6.1.jar;E:\java\.m2\repository\jakarta\ws\rs\jakarta.ws.rs-api\2.1.6\jakarta.ws.rs-api-2.1.6.jar;E:\java\.m2\repository\org\glassfish\jersey\inject\jersey-hk2\2.31\jersey-hk2-2.31.jar;E:\java\.m2\repository\org\glassfish\hk2\hk2-locator\2.6.1\hk2-locator-2.6.1.jar;E:\java\.m2\repository\org\glassfish\hk2\external\aopalliance-repackaged\2.6.1\aopalliance-repackaged-2.6.1.jar;E:\java\.m2\repository\org\glassfish\hk2\hk2-api\2.6.1\hk2-api-2.6.1.jar;E:\java\.m2\repository\org\glassfish\hk2\hk2-utils\2.6.1\hk2-utils-2.6.1.jar;E:\java\.m2\repository\javax\xml\bind\jaxb-api\2.3.0\jaxb-api-2.3.0.jar;E:\java\.m2\repository\javax\activation\activation\1.1.1\activation-1.1.1.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-server\9.4.38.v20210224\jetty-server-9.4.38.v20210224.jar;E:\java\.m2\repository\javax\servlet\javax.servlet-api\3.1.0\javax.servlet-api-3.1.0.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-http\9.4.38.v20210224\jetty-http-9.4.38.v20210224.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-io\9.4.38.v20210224\jetty-io-9.4.38.v20210224.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-servlet\9.4.38.v20210224\jetty-servlet-9.4.38.v20210224.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-security\9.4.38.v20210224\jetty-security-9.4.38.v20210224.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-util-ajax\9.4.38.v20210224\jetty-util-ajax-9.4.38.v20210224.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-servlets\9.4.38.v20210224\jetty-servlets-9.4.38.v20210224.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-continuation\9.4.38.v20210224\jetty-continuation-9.4.38.v20210224.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-util\9.4.38.v20210224\jetty-util-9.4.38.v20210224.jar;E:\java\.m2\repository\org\eclipse\jetty\jetty-client\9.4.38.v20210224\jetty-client-9.4.38.v20210224.jar;E:\java\.m2\repository\org\reflections\reflections\0.9.12\reflections-0.9.12.jar;E:\java\.m2\repository\org\apache\maven\maven-artifact\3.6.3\maven-artifact-3.6.3.jar;E:\java\.m2\repository\org\codehaus\plexus\plexus-utils\3.2.1\plexus-utils-3.2.1.jar;E:\java\.m2\repository\org\apache\kafka\connect-json\2.7.1\connect-json-2.7.1.jar;E:\java\.m2\repository\com\fasterxml\jackson\datatype\jackson-datatype-jdk8\2.10.5\jackson-datatype-jdk8-2.10.5.jar;E:\java\.m2\repository\org\apache\kafka\connect-file\2.7.1\connect-file-2.7.1.jar;E:\java\.m2\repository\io\debezium\debezium-connector-mysql\1.6.4.Final\debezium-connector-mysql-1.6.4.Final.jar;E:\java\.m2\repository\io\debezium\debezium-core\1.6.4.Final\debezium-core-1.6.4.Final.jar;E:\java\.m2\repository\com\fasterxml\jackson\core\jackson-core\2.10.5\jackson-core-2.10.5.jar;E:\java\.m2\repository\com\fasterxml\jackson\core\jackson-databind\2.10.5.1\jackson-databind-2.10.5.1.jar;E:\java\.m2\repository\com\fasterxml\jackson\core\jackson-annotations\2.10.5\jackson-annotations-2.10.5.jar;E:\java\.m2\repository\com\fasterxml\jackson\datatype\jackson-datatype-jsr310\2.10.5\jackson-datatype-jsr310-2.10.5.jar;E:\java\.m2\repository\com\google\guava\guava\30.0-jre\guava-30.0-jre.jar;E:\java\.m2\repository\com\google\guava\failureaccess\1.0.1\failureaccess-1.0.1.jar;E:\java\.m2\repository\com\google\guava\listenablefuture\9999.0-empty-to-avoid-conflict-with-guava\listenablefuture-9999.0-empty-to-avoid-conflict-with-guava.jar;E:\java\.m2\repository\io\debezium\debezium-ddl-parser\1.6.4.Final\debezium-ddl-parser-1.6.4.Final.jar;E:\java\.m2\repository\org\antlr\antlr4-runtime\4.8\antlr4-runtime-4.8.jar;E:\java\.m2\repository\com\zendesk\mysql-binlog-connector-java\0.25.3\mysql-binlog-connector-java-0.25.3.jar;E:\java\.m2\repository\mysql\mysql-connector-java\8.0.27\mysql-connector-java-8.0.27.jar;E:\java\.m2\repository\com\esri\geometry\esri-geometry-api\2.2.0\esri-geometry-api-2.2.0.jar;E:\java\.m2\repository\com\zaxxer\HikariCP\4.0.3\HikariCP-4.0.3.jar;E:\java\.m2\repository\org\awaitility\awaitility\4.0.1\awaitility-4.0.1.jar;E:\java\.m2\repository\org\hamcrest\hamcrest\2.1\hamcrest-2.1.jar" org.example.FlinkDemoSLF4J: Failed to load class "org.slf4j.impl.StaticLoggerBinder".SLF4J: Defaulting to no-operation (NOP) logger implementationSLF4J: See http://www.slf4j.org/codes.html#StaticLoggerBinder for further details.Exception in thread "main" org.apache.flink.table.api.TableException: Failed to execute sqlat org.apache.flink.table.api.internal.TableEnvironmentImpl.executeInternal(TableEnvironmentImpl.java:867)at org.apache.flink.table.api.internal.TableEnvironmentImpl.executeInternal(TableEnvironmentImpl.java:827)at org.apache.flink.table.api.internal.TableEnvironmentImpl.executeInternal(TableEnvironmentImpl.java:918)at org.apache.flink.table.api.internal.TableEnvironmentImpl.executeSql(TableEnvironmentImpl.java:730)at org.example.FlinkDemo.main(FlinkDemo.java:29)Caused by: org.apache.flink.util.FlinkException: Failed to execute job 'Flink Demo - To sink_test'.at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.executeAsync(StreamExecutionEnvironment.java:2203)at org.apache.flink.table.planner.delegation.DefaultExecutor.executeAsync(DefaultExecutor.java:95)at org.apache.flink.table.api.internal.TableEnvironmentImpl.executeInternal(TableEnvironmentImpl.java:850)... 4 moreCaused by: java.lang.RuntimeException: org.apache.flink.runtime.client.JobInitializationException: Could not start the JobMaster.at org.apache.flink.util.ExceptionUtils.rethrow(ExceptionUtils.java:321)at org.apache.flink.util.function.FunctionUtils.lambda$uncheckedFunction$2(FunctionUtils.java:75)at java.util.concurrent.CompletableFuture.uniApply(CompletableFuture.java:616)at java.util.concurrent.CompletableFuture$UniApply.tryFire(CompletableFuture.java:591)at java.util.concurrent.CompletableFuture$Completion.exec(CompletableFuture.java:457)at java.util.concurrent.ForkJoinTask.doExec(ForkJoinTask.java:289)at java.util.concurrent.ForkJoinPool$WorkQueue.runTask(ForkJoinPool.java:1067)at java.util.concurrent.ForkJoinPool.runWorker(ForkJoinPool.java:1703)at java.util.concurrent.ForkJoinWorkerThread.run(ForkJoinWorkerThread.java:172)Caused by: org.apache.flink.runtime.client.JobInitializationException: Could not start the JobMaster.at org.apache.flink.runtime.jobmaster.DefaultJobMasterServiceProcess.lambda$new$0(DefaultJobMasterServiceProcess.java:97)at java.util.concurrent.CompletableFuture.uniWhenComplete(CompletableFuture.java:774)at java.util.concurrent.CompletableFuture$UniWhenComplete.tryFire(CompletableFuture.java:750)at java.util.concurrent.CompletableFuture.postComplete(CompletableFuture.java:488)at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1609)at java.util.concurrent.ThreadPoolExecutor.runWorker(ThreadPoolExecutor.java:1149)at java.util.concurrent.ThreadPoolExecutor$Worker.run(ThreadPoolExecutor.java:624)at java.lang.Thread.run(Thread.java:750)Caused by: java.util.concurrent.CompletionException: java.lang.RuntimeException: org.apache.flink.runtime.JobException: Cannot instantiate the coordinator for operator Source: source_test[1] -> DropUpdateBefore[2] -> ConstraintEnforcer[3] -> Sink: sink_test[3]at java.util.concurrent.CompletableFuture.encodeThrowable(CompletableFuture.java:273)at java.util.concurrent.CompletableFuture.completeThrowable(CompletableFuture.java:280)at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1606)... 3 moreCaused by: java.lang.RuntimeException: org.apache.flink.runtime.JobException: Cannot instantiate the coordinator for operator Source: source_test[1] -> DropUpdateBefore[2] -> ConstraintEnforcer[3] -> Sink: sink_test[3]at org.apache.flink.util.ExceptionUtils.rethrow(ExceptionUtils.java:321)at org.apache.flink.util.function.FunctionUtils.lambda$uncheckedSupplier$4(FunctionUtils.java:114)at java.util.concurrent.CompletableFuture$AsyncSupply.run(CompletableFuture.java:1604)... 3 moreCaused by: org.apache.flink.runtime.JobException: Cannot instantiate the coordinator for operator Source: source_test[1] -> DropUpdateBefore[2] -> ConstraintEnforcer[3] -> Sink: sink_test[3]at org.apache.flink.runtime.executiongraph.ExecutionJobVertex.initialize(ExecutionJobVertex.java:229)at org.apache.flink.runtime.executiongraph.DefaultExecutionGraph.initializeJobVertex(DefaultExecutionGraph.java:901)at org.apache.flink.runtime.executiongraph.DefaultExecutionGraph.initializeJobVertices(DefaultExecutionGraph.java:891)at org.apache.flink.runtime.executiongraph.DefaultExecutionGraph.attachJobGraph(DefaultExecutionGraph.java:848)at org.apache.flink.runtime.executiongraph.DefaultExecutionGraph.attachJobGraph(DefaultExecutionGraph.java:830)at org.apache.flink.runtime.executiongraph.DefaultExecutionGraphBuilder.buildGraph(DefaultExecutionGraphBuilder.java:203)at org.apache.flink.runtime.scheduler.DefaultExecutionGraphFactory.createAndRestoreExecutionGraph(DefaultExecutionGraphFactory.java:156)at org.apache.flink.runtime.scheduler.SchedulerBase.createAndRestoreExecutionGraph(SchedulerBase.java:361)at org.apache.flink.runtime.scheduler.SchedulerBase.(SchedulerBase.java:206)at org.apache.flink.runtime.scheduler.DefaultScheduler.(DefaultScheduler.java:134)at org.apache.flink.runtime.scheduler.DefaultSchedulerFactory.createInstance(DefaultSchedulerFactory.java:152)at org.apache.flink.runtime.jobmaster.DefaultSlotPoolServiceSchedulerFactory.createScheduler(DefaultSlotPoolServiceSchedulerFactory.java:119)at org.apache.flink.runtime.jobmaster.JobMaster.createScheduler(JobMaster.java:369)at org.apache.flink.runtime.jobmaster.JobMaster.(JobMaster.java:346)at org.apache.flink.runtime.jobmaster.factories.DefaultJobMasterServiceFactory.internalCreateJobMasterService(DefaultJobMasterServiceFactory.java:123)at org.apache.flink.runtime.jobmaster.factories.DefaultJobMasterServiceFactory.lambda$createJobMasterService$0(DefaultJobMasterServiceFactory.java:95)at org.apache.flink.util.function.FunctionUtils.lambda$uncheckedSupplier$4(FunctionUtils.java:112)... 4 moreCaused by: java.io.StreamCorruptedException: unexpected block dataat java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1685)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2310)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2310)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2310)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2354)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2354)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.readArray(ObjectInputStream.java:2118)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1656)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2354)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2354)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2354)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2354)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.defaultReadFields(ObjectInputStream.java:2430)at java.io.ObjectInputStream.readSerialData(ObjectInputStream.java:2354)at java.io.ObjectInputStream.readOrdinaryObject(ObjectInputStream.java:2212)at java.io.ObjectInputStream.readObject0(ObjectInputStream.java:1668)at java.io.ObjectInputStream.readObject(ObjectInputStream.java:502)at java.io.ObjectInputStream.readObject(ObjectInputStream.java:460)at org.apache.flink.util.InstantiationUtil.deserializeObject(InstantiationUtil.java:617)at org.apache.flink.util.InstantiationUtil.deserializeObject(InstantiationUtil.java:602)at org.apache.flink.util.InstantiationUtil.deserializeObject(InstantiationUtil.java:589)at org.apache.flink.util.SerializedValue.deserializeValue(SerializedValue.java:67)at org.apache.flink.runtime.operators.coordination.OperatorCoordinatorHolder.create(OperatorCoordinatorHolder.java:488)at org.apache.flink.runtime.executiongraph.ExecutionJobVertex.createOperatorCoordinatorHolder(ExecutionJobVertex.java:286)at org.apache.flink.runtime.executiongraph.ExecutionJobVertex.initialize(ExecutionJobVertex.java:223)... 20 moreProcess finished with exit code 1

来源地址：https://blog.csdn.net/gyww_83/article/details/130302584