flink 1.14.3集群jar部署Recovery is suppressed by NoRestartBackoffTimeStrategy
flink程序在开发环境已经运行成功的情况下,部署到独立的flink集群(start-cluster)中,可能遇到不能正常运行的情况。
1. org.apache.flink.runtime.JobException: Recovery is suppressed by NoRestartBackoffTimeStrategy
没有指定重启策略,在本地部署时,不需要指定重启策略。
可以通过下面的代码指定重启策略
env.setRestartStrategy(RestartStrategies.fixedDelayRestart(
3, // 尝试重启的次数
Time.of(10, TimeUnit.SECONDS) // 间隔
));
失败率重启
val env = ExecutionEnvironment.getExecutionEnvironment()
env.setRestartStrategy(RestartStrategies.failureRateRestart(
3, // 一个时间段内的最大失败次数
Time.of(5, TimeUnit.MINUTES), // 衡量失败次数的是时间段
Time.of(10, TimeUnit.SECONDS) // 间隔
))
不重启
val env = ExecutionEnvironment.getExecutionEnvironment()
env.setRestartStrategy(RestartStrategies.noRestart())
2. getSerializableListState(Ljava/lang/String;)
在本地调试正常,上传到集群环境出现该错误提示:
org.apache.flink.api.common.state.OperatorStateStore.getSerializableListState(Ljava/lang/String;)
主要原因是版本不一致造成的,pom.xml文件中添加了scala 2.11的依赖包,集群环境是2.12版本,所以导致执行失败。
3. No ExecutorFactory found to execute the application
本地调试的时候,出现该错误,缺少依赖。
<flink.version>1.14.3</flink.version>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-clients_2.12</artifactId>
<version>${flink.version}</version>
</dependency>
4. 可以打包在集群环境运行的参考pom.xml
<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<groupId>org.example</groupId>
<artifactId>flink-shopstatis-demo</artifactId>
<version>1.0</version>
<properties>
<maven.compiler.source>8</maven.compiler.source>
<maven.compiler.target>8</maven.compiler.target>
<flink.version>1.14.3</flink.version>
<scala.version>2.12</scala.version>
<project.build.scope>provided</project.build.scope>
</properties>
<dependencies>
<!-- Flink 的 Java api -->
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-java</artifactId>
<version>${flink.version}</version>
<scope>${project.build.scope}</scope>
</dependency>
<!-- Flink Streaming 的 Java api -->
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-streaming-java_${scala.version}</artifactId>
<version>${flink.version}</version>
<scope>${project.build.scope}</scope>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-connector-kafka_2.12</artifactId>
<version>1.14.3</version>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-core</artifactId>
<version>1.14.3</version>
<scope>${project.build.scope}</scope>
</dependency>
<dependency>
<groupId>org.apache.flink</groupId>
<artifactId>flink-clients_2.12</artifactId>
<version>${flink.version}</version>
</dependency>
</dependencies>
<build>
<plugins>
<!-- 编译插件 -->
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-compiler-plugin</artifactId>
<version>3.6.0</version>
<configuration>
<source>1.8</source>
<target>1.8</target>
<encoding>UTF-8</encoding>
</configuration>
</plugin>
<plugin>
<groupId>org.apache.maven.plugins</groupId>
<artifactId>maven-assembly-plugin</artifactId>
<version>3.3.0</version>
<configuration>
<descriptorRefs>
<descriptorRef>jar-with-dependencies</descriptorRef>
</descriptorRefs>
<archive>
<manifest>
<!-- 可以设置jar包的入口类(可选) -->
<mainClass>statis.ShopDayGMVStatis</mainClass>
</manifest>
</archive>
</configuration>
<executions>
<execution>
<id>make-assembly</id>
<phase>package</phase>
<goals>
<goal>single</goal>
</goals>
</execution>
</executions>
</plugin>
</plugins>
</build>
</project>
打包时,对于集群环境中已经存在的jar,打包时采用provided,避免冲突。
版权声明:程序员胖胖胖虎阿 发表于 2022年9月8日 上午10:40。
转载请注明:flink 1.14.3集群jar部署Recovery is suppressed by NoRestartBackoffTimeStrategy | 胖虎的工具箱-编程导航
转载请注明:flink 1.14.3集群jar部署Recovery is suppressed by NoRestartBackoffTimeStrategy | 胖虎的工具箱-编程导航
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