在 Flink 1.11.1 中找不到执行应用程序的 ExecutorFactory

No ExecutorFactory found to execute the application in Flink 1.11.1

首先,我已经阅读了这个 post 关于同一问题的文章,并尝试遵循适用于他的相同解决方案(使用 mvn 创建一个新的快速入门并将代码迁移到那里)并且无法正常工作开箱即用的 IntelliJ。

这是我的 pom.xml 和其他 pom.xml 的依赖关系。我做错了什么?

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<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>com.test</groupId>
    <artifactId>job</artifactId>
    <version>1</version>
    <packaging>jar</packaging>

    <name>funnel-cep-analytics</name>

    <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <flink.version>1.11.0</flink.version>
        <java.version>1.8</java.version>
        <scala.binary.version>2.11</scala.binary.version>
        <maven.compiler.source>${java.version}</maven.compiler.source>
        <maven.compiler.target>${java.version}</maven.compiler.target>
        <log4j.version>2.12.1</log4j.version>
    </properties>

    <repositories>
        <repository>
            <id>apache.snapshots</id>
            <name>Apache Development Snapshot Repository</name>
            <url>https://repository.apache.org/content/repositories/snapshots/</url>
            <releases>
                <enabled>false</enabled>
            </releases>
            <snapshots>
                <enabled>true</enabled>
            </snapshots>
        </repository>
    </repositories>

    <dependencies>
        <!-- Apache Flink dependencies -->
        <!-- These dependencies are provided, because they should not be packaged into the JAR file. -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-java</artifactId>
            <version>${flink.version}</version>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-streaming-java_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>

        <!-- Add connector dependencies here. They must be in the default scope (compile). -->

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-runtime-web_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <!-- Add connector dependencies here. They must be in the default scope (compile). -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-hadoop-fs</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.hadoop/hadoop-core -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-filesystem_2.11</artifactId>
            <version>1.11.0</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-metrics-prometheus -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-metrics-prometheus_2.12</artifactId>
            <version>${flink.version}</version>
        </dependency>


        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-connector-rabbitmq_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <dependency>
            <groupId>org.postgresql</groupId>
            <artifactId>postgresql</artifactId>
            <version>9.4-1201-jdbc41</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-connector-redis -->
        <dependency>
            <groupId>org.apache.bahir</groupId>
            <artifactId>flink-connector-redis_2.11</artifactId>
            <version>1.1-SNAPSHOT</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/com.google.code.gson/gson -->
        <dependency>
            <groupId>com.google.code.gson</groupId>
            <artifactId>gson</artifactId>
            <version>2.8.6</version>
        </dependency>

        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-cep_2.11</artifactId>
            <version>${flink.version}</version>
        </dependency>

        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-test-utils -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-test-utils_2.11</artifactId>
            <version>${flink.version}</version>
            <scope>test</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-runtime_2.11</artifactId>
            <version>${flink.version}</version>
            <scope>test</scope>
            <classifier>tests</classifier>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-streaming-java_2.11</artifactId>
            <version>${flink.version}</version>
            <scope>test</scope>
            <classifier>tests</classifier>
        </dependency>

        <!-- Add logging framework, to produce console output when running in the IDE. -->
        <!-- These dependencies are excluded from the application JAR by default. -->
        <dependency>
            <groupId>junit</groupId>
            <artifactId>junit</artifactId>
            <version>4.13</version>
            <scope>runtime</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-test-utils-junit</artifactId>
            <version>1.8.0</version>
            <scope>compile</scope>
        </dependency>

        <!-- Add logging framework, to produce console output when running in the IDE. -->
        <!-- These dependencies are excluded from the application JAR by default. -->
        <dependency>
            <groupId>org.apache.logging.log4j</groupId>
            <artifactId>log4j-slf4j-impl</artifactId>
            <version>${log4j.version}</version>
            <scope>runtime</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.logging.log4j</groupId>
            <artifactId>log4j-api</artifactId>
            <version>${log4j.version}</version>
            <scope>runtime</scope>
        </dependency>
        <dependency>
            <groupId>org.apache.logging.log4j</groupId>
            <artifactId>log4j-core</artifactId>
            <version>${log4j.version}</version>
            <scope>runtime</scope>
        </dependency>
    </dependencies>

    <build>
        <plugins>

            <!-- Java Compiler -->
            <!-- Java Compiler -->
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <version>3.1</version>
                <configuration>
                    <source>9</source>
                    <target>9</target>
                </configuration>
            </plugin>

            <!-- We use the maven-shade plugin to create a fat jar that contains all necessary dependencies. -->
            <!-- Change the value of <mainClass>...</mainClass> if your program entry point changes. -->
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-shade-plugin</artifactId>
                <version>3.1.1</version>
                <executions>
                    <!-- Run shade goal on package phase -->
                    <execution>
                        <phase>package</phase>
                        <goals>
                            <goal>shade</goal>
                        </goals>
                        <configuration>
                            <artifactSet>
                                <excludes>
                                    <exclude>org.apache.flink:force-shading</exclude>
                                    <exclude>com.google.code.findbugs:jsr305</exclude>
                                </excludes>
                            </artifactSet>
                            <filters>
                                <filter>
                                    <!-- Do not copy the signatures in the META-INF folder.
                                    Otherwise, this might cause SecurityExceptions when using the JAR. -->
                                    <artifact>*:*</artifact>
                                    <excludes>
                                        <exclude>META-INF/*.SF</exclude>
                                        <exclude>META-INF/*.DSA</exclude>
                                        <exclude>META-INF/*.RSA</exclude>
                                    </excludes>
                                </filter>
                            </filters>
                            <transformers>
                                <transformer implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
                                    <mainClass>path.StreamingJob</mainClass>
                                </transformer>
                            </transformers>
                        </configuration>
                    </execution>
                </executions>
            </plugin>
        </plugins>

        <pluginManagement>
            <plugins>

                <!-- This improves the out-of-the-box experience in Eclipse by resolving some warnings. -->
                <plugin>
                    <groupId>org.eclipse.m2e</groupId>
                    <artifactId>lifecycle-mapping</artifactId>
                    <version>1.0.0</version>
                    <configuration>
                        <lifecycleMappingMetadata>
                            <pluginExecutions>
                                <pluginExecution>
                                    <pluginExecutionFilter>
                                        <groupId>org.apache.maven.plugins</groupId>
                                        <artifactId>maven-shade-plugin</artifactId>
                                        <versionRange>[3.1.1,)</versionRange>
                                        <goals>
                                            <goal>shade</goal>
                                        </goals>
                                    </pluginExecutionFilter>
                                    <action>
                                        <ignore/>
                                    </action>
                                </pluginExecution>
                                <pluginExecution>
                                    <pluginExecutionFilter>
                                        <groupId>org.apache.maven.plugins</groupId>
                                        <artifactId>maven-compiler-plugin</artifactId>
                                        <versionRange>[3.1,)</versionRange>
                                        <goals>
                                            <goal>testCompile</goal>
                                            <goal>compile</goal>
                                        </goals>
                                    </pluginExecutionFilter>
                                    <action>
                                        <ignore/>
                                    </action>
                                </pluginExecution>
                            </pluginExecutions>
                        </lifecycleMappingMetadata>
                    </configuration>
                </plugin>
            </plugins>
        </pluginManagement>
    </build>

    <profiles>
        <profile>
            <id>add-dependencies-for-IDEA</id>
            <activation>
                <property>
                    <name>idea.version</name>
                </property>
            </activation>
            <dependencies>
                <dependency>
                    <groupId>org.apache.flink</groupId>
                    <artifactId>flink-java</artifactId>
                    <version>${flink.version}</version>
                    <scope>compile</scope>
                </dependency>
                <dependency>
                    <groupId>org.apache.flink</groupId>
                    <artifactId>flink-streaming-java_${scala.binary.version}</artifactId>
                    <version>${flink.version}</version>
                    <scope>compile</scope>
                </dependency>
                <dependency>
                    <groupId>org.apache.flink</groupId>
                    <artifactId>flink-clients_${scala.binary.version}</artifactId>
                    <version>${flink.version}</version>
                    <scope>compile</scope>
                </dependency>
            </dependencies>
        </profile>
    </profiles>
</project>

当 运行 从 IntelliJ 输出时这里的错误:

java.lang.IllegalStateException: No ExecutorFactory found to execute the application.
        at org.apache.flink.core.execution.DefaultExecutorServiceLoader.getExecutorFactory(DefaultExecutorServiceLoader.java:84) ~[cep-1.5.0.jar:?]
        at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.executeAsync(StreamExecutionEnvironment.java:1803) ~[cep-1.5.0.jar:?]
        at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1713) ~[cep-1.5.0.jar:?]
        at org.apache.flink.streaming.api.environment.LocalStreamEnvironment.execute(LocalStreamEnvironment.java:74) ~[cep-1.5.0.jar:?]
        at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1699) ~[job.jar:?]
        at com.test.job.StreamingJob.runCEP(StreamingJob.java:122) ~[job.jar:?]
        at com.test.job.StreamingJob.init(StreamingJob.java:107) ~[job.jar:?]
        at com.test.job.StreamingJob.main(StreamingJob.java:64) [job.jar:?]

flink-clients 不在类路径中时出现错误。如果您的配置文件通过检查实际的类路径按预期工作,您可以 double-check 吗?顺便说一句,对于 IntelliJ,您根本不需要配置文件。只需勾选选项以在 Run/Debug 对话框中包含提供的依赖项。

下面有<scope>provided</scope>

 <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
            <scope>provided</scope>
        </dependency>

所以删除 <scope>provided</scope> 它会起作用,我刚刚在我的本地测试,工作正常。

嗨@Thangavel Loganathan

我会从依赖项中删除 <scope>provided</scope>,在 mvn clean package 之后,我能够看到该库已对 jar 进行着色,如您在此处所见:[INFO] Including org.apache.flink:flink-clients_2.11:jar:1.11.0 in the shaded jar.,但即便如此,当 IntelliJ 开箱即用时我仍然遇到这个问题:

java.lang.IllegalStateException: No ExecutorFactory found to execute the application.
        at org.apache.flink.core.execution.DefaultExecutorServiceLoader.getExecutorFactory(DefaultExecutorServiceLoader.java:84)
        at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.executeAsync(StreamExecutionEnvironment.java:1803)
        at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1713)
        at org.apache.flink.streaming.api.environment.LocalStreamEnvironment.execute(LocalStreamEnvironment.java:74)
        at org.apache.flink.streaming.api.environment.StreamExecutionEnvironment.execute(StreamExecutionEnvironment.java:1699)
        at com.teavaro.cep.StreamingJob.runCEP(StreamingJob.java:129)
        at com.teavaro.cep.StreamingJob.prepareJob(StreamingJob.java:115)
        at com.teavaro.cep.StreamingJob.main(StreamingJob.java:69)

这是我在 pom.xml

中配置依赖项的方式
<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>quickstart</groupId>
    <artifactId>cep</artifactId>
    <version>1</version>
    <packaging>jar</packaging>

    <properties>
        <project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
        <flink.version>1.11.0</flink.version>
        <java.version>1.8</java.version>
        <scala.binary.version>2.11</scala.binary.version>
        <pgbulkinsert.version>3.3</pgbulkinsert.version>
        <kda.version>1.0.1</kda.version>
        <maven.compiler.source>${java.version}</maven.compiler.source>
        <maven.compiler.target>${java.version}</maven.compiler.target>
        <log4j.version>2.12.1</log4j.version>
    </properties>

    <repositories>
        <repository>
            <id>apache.snapshots</id>
            <name>Apache Development Snapshot Repository</name>
            <url>https://repository.apache.org/content/repositories/snapshots/</url>
            <releases>
                <enabled>false</enabled>
            </releases>
            <snapshots>
                <enabled>true</enabled>
            </snapshots>
        </repository>
    </repositories>
<dependencies>
        <!-- Apache Flink dependencies -->
        <!-- These dependencies are provided, because they should not be packaged into the JAR file. -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-java</artifactId>
            <version>${flink.version}</version>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-streaming-java_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>
       <dependency>more dependencies here</dependency>
</dependencies>
<build>
        <plugins>
            <!-- Java Compiler -->
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-compiler-plugin</artifactId>
                <version>3.1</version>
                <configuration>
                    <source>9</source>
                    <target>9</target>
                </configuration>
            </plugin>
            <!-- We use the maven-shade plugin to create a fat jar that contains all necessary dependencies. -->
            <!-- Change the value of <mainClass>...</mainClass> if your program entry point changes. -->
            <plugin>
                <groupId>org.apache.maven.plugins</groupId>
                <artifactId>maven-shade-plugin</artifactId>
                <version>3.1.1</version>
                <executions>
                    <!-- Run shade goal on package phase -->
                    <execution>
                        <phase>package</phase>
                        <goals>
                            <goal>shade</goal>
                        </goals>
                        <configuration>
                            <artifactSet>
                                <excludes>
                                    <exclude>org.apache.flink:force-shading</exclude>
                                    <exclude>com.google.code.findbugs:jsr305</exclude>
                                </excludes>
                            </artifactSet>
                            <filters>
                                <filter>
                                    <!-- Do not copy the signatures in the META-INF folder.
                                    Otherwise, this might cause SecurityExceptions when using the JAR. -->
                                    <artifact>*:*</artifact>
                                    <excludes>
                                        <exclude>META-INF/*.SF</exclude>
                                        <exclude>META-INF/*.DSA</exclude>
                                        <exclude>META-INF/*.RSA</exclude>
                                    </excludes>
                                </filter>
                            </filters>

                            <transformers>
                                <transformer
                                        implementation="org.apache.maven.plugins.shade.resource.AppendingTransformer">
                                    <resource>reference.conf</resource>
                                </transformer>
                                <transformer
                                        implementation="org.apache.maven.plugins.shade.resource.ManifestResourceTransformer">
                                    <mainClass>path.to.StreamingJob</mainClass>
                                </transformer>
                            </transformers>
                        </configuration>
                    </execution>
                </executions>
            </plugin>
        </plugins>

        <pluginManagement>
            <plugins>
                <!-- This improves the out-of-the-box experience in Eclipse by resolving some warnings. -->
                <plugin>
                    <groupId>org.eclipse.m2e</groupId>
                    <artifactId>lifecycle-mapping</artifactId>
                    <version>1.0.0</version>
                    <configuration>
                        <lifecycleMappingMetadata>
                            <pluginExecutions>
                                <pluginExecution>
                                    <pluginExecutionFilter>
                                        <groupId>org.apache.maven.plugins</groupId>
                                        <artifactId>maven-shade-plugin</artifactId>
                                        <versionRange>[3.1.1,)</versionRange>
                                        <goals>
                                            <goal>shade</goal>
                                        </goals>
                                    </pluginExecutionFilter>
                                    <action>
                                        <ignore/>
                                    </action>
                                </pluginExecution>
                                <pluginExecution>
                                    <pluginExecutionFilter>
                                        <groupId>org.apache.maven.plugins</groupId>
                                        <artifactId>maven-compiler-plugin</artifactId>
                                        <versionRange>[3.1,)</versionRange>
                                        <goals>
                                            <goal>testCompile</goal>
                                            <goal>compile</goal>
                                        </goals>
                                    </pluginExecutionFilter>
                                    <action>
                                        <ignore/>
                                    </action>
                                </pluginExecution>
                            </pluginExecutions>
                        </lifecycleMappingMetadata>
                    </configuration>
                </plugin>
            </plugins>
        </pluginManagement>
    </build>

    <!-- This profile helps to make things run out of the box in IntelliJ -->
    <!-- Its adds Flink's core classes to the runtime class path. -->
    <!-- Otherwise they are missing in IntelliJ, because the dependency is 'provided' -->
    <profiles>
        <profile>
            <id>add-dependencies-for-IDEA</id>
            <activation>
                <property>
                    <name>idea.version</name>
                </property>
            </activation>
            <dependencies>
                <dependency>
                    <groupId>org.apache.flink</groupId>
                    <artifactId>flink-java</artifactId>
                    <version>${flink.version}</version>
                    <scope>compile</scope>
                </dependency>
                <dependency>
                    <groupId>org.apache.flink</groupId>
                    <artifactId>flink-streaming-java_${scala.binary.version}</artifactId>
                    <version>${flink.version}</version>
                    <scope>compile</scope>
                </dependency>
                <dependency>
                    <groupId>org.apache.flink</groupId>
                    <artifactId>flink-clients_${scala.binary.version}</artifactId>
                    <version>${flink.version}</version>
                    <scope>compile</scope>
                </dependency>
            </dependencies>
        </profile>
    </profiles>

然后,如果我浏览创建的 jar,我可以在 META-INF\maven\org.apache.flink 下找到依赖项:

这是我的工作图表:

final StreamExecutionEnvironment env = StreamExecutionEnvironment.createLocalEnvironment(parallelism, conf);
SingleOutputStreamOperator<Event> streamFiltered = RabbitMQConnector.eventStreamObject(env)
                .flatMap(new RMQConsumer())
                .name("Event Mapper")
                .assignTimestampsAndWatermarks(WatermarkStrategy.<Event>forBoundedOutOfOrderness(Duration.ofSeconds(PropertyFileReader.getLatencyAllowed()))withTimestampAssigner((event, timestamp) -> event.timestamp.getTime()))
                .name("Watermarks Added")
                .filter(new NullIdEventsFilterFunction())
                .name("Event Filter");
/*more transformations here*/
env.execute("job name");

亲切的问候!

问题解决了! 通过探索 https://github.com/apache/flink/tree/master/flink-clients 中的 flink-clients (pom.xml),我意识到 <artifactId>flink-java</artifactId><artifactId>flink-streaming-java_${scala.binary.version}</artifactId> 已经包含在 flink-clients (pom.xml) 中,所以我会从中删除这些依赖项我的 pom.xml 然后它在两个地方都有效:IntelliJ 和 out-of-the-box.

我希望这适用于与我有相同问题的其他人!

在我的例子中,通过删除这两个依赖项解决了问题,因为客户端依赖项已经包含了它们。

        /*removed*/
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-java</artifactId>
            <version>${flink.version}</version>
        </dependency>

        /*removed*/
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-streaming-java_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

        /*Keep just this one*/
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients_${scala.binary.version}</artifactId>
            <version>${flink.version}</version>
        </dependency>

对我来说,下面的依赖项就像一个魅力:

<dependencies>
        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-core -->
        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-streaming-scala -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-streaming-scala_2.11</artifactId>
            <version>1.12.2</version>
        </dependency>
        <!-- https://mvnrepository.com/artifact/org.apache.flink/flink-clients -->
        <dependency>
            <groupId>org.apache.flink</groupId>
            <artifactId>flink-clients_2.11</artifactId>
            <version>1.12.2</version>
        </dependency>

    </dependencies>

我遇到了与

相同的异常
2021-11-01 15:32:51,114 ERROR org.apache.flink.client.cli.CliFrontend                      [] - Error while running the command.                                                                                                                                                                                         
org.apache.flink.client.program.ProgramInvocationException: The main method caused an error: No ExecutorFactory found to execute the application.                                                                                                                                                                        
        at org.apache.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:366) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                                   
        at org.apache.flink.client.program.PackagedProgram.invokeInteractiveModeForExecution(PackagedProgram.java:219) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                
        at org.apache.flink.client.ClientUtils.executeProgram(ClientUtils.java:114) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                                                   
        at org.apache.flink.client.cli.CliFrontend.executeProgram(CliFrontend.java:812) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                                               
        at org.apache.flink.client.cli.CliFrontend.run(CliFrontend.java:246) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                                                          
        at org.apache.flink.client.cli.CliFrontend.parseAndRun(CliFrontend.java:1054) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                                                 
        at org.apache.flink.client.cli.CliFrontend.lambda$main(CliFrontend.java:1132) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                                              
        at org.apache.flink.runtime.security.contexts.NoOpSecurityContext.runSecured(NoOpSecurityContext.java:28) [flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                      
        at org.apache.flink.client.cli.CliFrontend.main(CliFrontend.java:1132) [flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                                                         
Caused by: java.lang.IllegalStateException: No ExecutorFactory found to execute the application.                                                                                                                                                                                                                         
        at org.apache.flink.core.execution.DefaultExecutorServiceLoader.getExecutorFactory(DefaultExecutorServiceLoader.java:88) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                      
        at org.apache.flink.api.java.ExecutionEnvironment.executeAsync(ExecutionEnvironment.java:1043) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                                
        at org.apache.flink.client.program.ContextEnvironment.executeAsync(ContextEnvironment.java:129) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                               
        at org.apache.flink.client.program.ContextEnvironment.execute(ContextEnvironment.java:70) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]                                                                                                                                                                     
        at org.apache.flink.examples.java.wordcount.WordCount.main(WordCount.java:93) ~[?:?]                                                                                                                                                                                                                             
        at sun.reflect.NativeMethodAccessorImpl.invoke0(Native Method) ~[?:1.8.0_282]                                                                                                                                                                                                                                    
        at sun.reflect.NativeMethodAccessorImpl.invoke(NativeMethodAccessorImpl.java:62) ~[?:1.8.0_282]                                                                                                                                                                                                                  
        at sun.reflect.DelegatingMethodAccessorImpl.invoke(DelegatingMethodAccessorImpl.java:43) ~[?:1.8.0_282]                                                                                                                                                                                                          
        at java.lang.reflect.Method.invoke(Method.java:498) ~[?:1.8.0_282]                                                                                                                                                                                                                                               
        at org.apache.flink.client.program.PackagedProgram.callMainMethod(PackagedProgram.java:349) ~[flink-dist_2.12-1.12-SNAPSHOT.jar:1.12-SNAPSHOT]  

那是因为我使用 flink run 而不是 flink run-application 提交作业, 同时使用参数 --target=kubernetes-application

通过阅读Flink Demo,您可以看到问题已解决。

在您的pom.xml下方添加此个人资料。

<project>

.......

  <!-- This profile helps to make things run out of the box in IntelliJ -->
  <!-- Its adds Flink's core classes to the runtime class path. -->
  <!-- Otherwise they are missing in IntelliJ, because the dependency is 'provided' -->
  <profiles>
    <profile>
      <id>add-dependencies-for-IDEA</id>

      <activation>
        <property>
          <name>idea.version</name>
        </property>
      </activation>
      <dependencies>
        <dependency>
          <groupId>org.apache.flink</groupId>
          <artifactId>flink-java</artifactId>
          <version>${flink.version}</version>
        </dependency>
        <dependency>
          <groupId>org.apache.flink</groupId>
          <artifactId>flink-streaming-java_${scala.binary.version}</artifactId>
          <version>${flink.version}</version>
        </dependency>
        <dependency>
          <groupId>org.apache.flink</groupId>
          <artifactId>flink-clients_${scala.binary.version}</artifactId>
          <version>${flink.version}</version>
        </dependency>
      </dependencies>
    </profile>
  </profiles>

</project>

对于遇到同样问题但使用 gradle 而不是 Maven 的人来说,Flink-clients 也是同样的问题。你只需要添加

compile "org.apache.flink:flink-clients_${scalaBinaryVersion}:${flinkVersion}"

或者如果您要隐藏 Flink-training 存储库中的第 129 行依赖项:https://github.com/apache/flink-training/blob/master/build.gradle#L129