我正在尝试在Google Cloud Dataflow上运行一个管道,我可以使用DirectRunner
成功运行该管道。当我执行这个Maven命令时:
mvn compile exec:java \
-Dexec.mainClass=com.example.Pipeline \
-Dexec.args="--project=project-name \
--stagingLocation=gs://bucket-name/staging/ \
... custom arguments ...
--runner=DataflowRunner"
我收到以下错误:
No Runner was specified and the DirectRunner was not found on the classpath.
[ERROR] Specify a runner by either:
[ERROR] Explicitly specifying a runner by providing the 'runner' property
[ERROR] Adding the DirectRunner to the classpath
[ERROR] Calling 'PipelineOptions.setRunner(PipelineRunner)' directly
我故意从DirectRunner
删除了pom.xml
并添加了此内容:
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-runners-google-cloud-dataflow-java</artifactId>
<version>2.0.0</version>
<scope>runtime</scope>
</dependency>
我继续删除<scope>
标记,然后调用options.setRunner(DataflowRunner.class)
,但它没有帮助。从PipelineOptions
扩展我自己的DataflowPipelineOptions
界面也没有解决问题。
看起来它以我无法调试的方式忽略runner
选项。
更新:以下是完整的pom.xml
,如果有帮助:
<?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>com.example</groupId>
<artifactId>dataflow</artifactId>
<version>0.1</version>
<dependencies>
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-sdks-java-core</artifactId>
<version>2.0.0</version>
</dependency>
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-runners-google-cloud-dataflow-java</artifactId>
<version>2.0.0</version>
<scope>runtime</scope>
</dependency>
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-sdks-java-io-jdbc</artifactId>
<version>2.0.0</version>
</dependency>
<dependency>
<groupId>org.apache.beam</groupId>
<artifactId>beam-sdks-java-io-google-cloud-platform</artifactId>
<version>2.0.0</version>
</dependency>
<dependency>
<groupId>org.postgresql</groupId>
<artifactId>postgresql</artifactId>
<version>42.1.4.jre7</version>
</dependency>
</dependencies>
</project>
答案 0 :(得分:4)
忘记将我的PipelineOptions实例作为参数传递给Pipeline.create()
方法是造成我问题的原因。
PipelineOptionsFactory.register(MyOptions.class);
MyOptions options = PipelineOptionsFactory.fromArgs(args).withValidation().as(MyOptions.class);
Pipeline pipeline = Pipeline.create(options); // Don't forget the options argument.
...
pipeline.run();
答案 1 :(得分:0)
您使用的是哪个Dataflow SDK版本?
如果您使用的是Dataflow 2.X,则可以使用DirectRunner
在Dataflow 1.X中,您可以使用DirectPipelineRunner
您还可以看到Getting started instructions here建议DataflowRunner和BlockingDataflowRunner(取决于您的版本)。如果可以的话,我建议先试着让它先工作。