在Dataflow 2.3.0中使用Google Spaner

Question

我正在尝试向扳手写一些来自google pub / sub的消息。 写大表的作品，因此在基本层面上没有任何遗漏。

我已升级到google-cloud-dataflow-java-sdk-all v2.3.0，其中包括SpannerIO接收器。

我基本上已经按照SpannerIO的API文档编写示例 。

但是，我收到异常internal_static_google_rpc_LocalizedMessage_fieldAccessorTable

完整堆栈跟踪：

org.apache.maven.lifecycle.LifecycleExecutionException: Failed to execute goal org.codehaus.mojo:exec-maven-plugin:1.6.0:java (default-cli) on project second-dataflow: An exception occured while executing the Java class. internal_static_google_rpc_LocalizedMessage_fieldAccessorTable
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute (MojoExecutor.java:213)
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute (MojoExecutor.java:154)
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute (MojoExecutor.java:146)
    at org.apache.maven.lifecycle.internal.LifecycleModuleBuilder.buildProject (LifecycleModuleBuilder.java:117)
    at org.apache.maven.lifecycle.internal.LifecycleModuleBuilder.buildProject (LifecycleModuleBuilder.java:81)
    at org.apache.maven.lifecycle.internal.builder.singlethreaded.SingleThreadedBuilder.build (SingleThreadedBuilder.java:51)
    at org.apache.maven.lifecycle.internal.LifecycleStarter.execute (LifecycleStarter.java:128)
    at org.apache.maven.DefaultMaven.doExecute (DefaultMaven.java:309)
    at org.apache.maven.DefaultMaven.doExecute (DefaultMaven.java:194)
    at org.apache.maven.DefaultMaven.execute (DefaultMaven.java:107)
    at org.apache.maven.cli.MavenCli.execute (MavenCli.java:955)
    at org.apache.maven.cli.MavenCli.doMain (MavenCli.java:290)
    at org.apache.maven.cli.MavenCli.main (MavenCli.java:194)
    at sun.reflect.NativeMethodAccessorImpl.invoke0 (Native Method)
    at sun.reflect.NativeMethodAccessorImpl.invoke (NativeMethodAccessorImpl.java:62)
    at sun.reflect.DelegatingMethodAccessorImpl.invoke (DelegatingMethodAccessorImpl.java:43)
    at java.lang.reflect.Method.invoke (Method.java:498)
    at org.codehaus.plexus.classworlds.launcher.Launcher.launchEnhanced (Launcher.java:289)
    at org.codehaus.plexus.classworlds.launcher.Launcher.launch (Launcher.java:229)
    at org.codehaus.plexus.classworlds.launcher.Launcher.mainWithExitCode (Launcher.java:415)
    at org.codehaus.plexus.classworlds.launcher.Launcher.main (Launcher.java:356)
Caused by: org.apache.maven.plugin.MojoExecutionException: An exception occured while executing the Java class. internal_static_google_rpc_LocalizedMessage_fieldAccessorTable
    at org.codehaus.mojo.exec.ExecJavaMojo.execute (ExecJavaMojo.java:339)
    at org.apache.maven.plugin.DefaultBuildPluginManager.executeMojo (DefaultBuildPluginManager.java:134)
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute (MojoExecutor.java:208)
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute (MojoExecutor.java:154)
    at org.apache.maven.lifecycle.internal.MojoExecutor.execute (MojoExecutor.java:146)
    at org.apache.maven.lifecycle.internal.LifecycleModuleBuilder.buildProject (LifecycleModuleBuilder.java:117)
    at org.apache.maven.lifecycle.internal.LifecycleModuleBuilder.buildProject (LifecycleModuleBuilder.java:81)
    at org.apache.maven.lifecycle.internal.builder.singlethreaded.SingleThreadedBuilder.build (SingleThreadedBuilder.java:51)
    at org.apache.maven.lifecycle.internal.LifecycleStarter.execute (LifecycleStarter.java:128)
    at org.apache.maven.DefaultMaven.doExecute (DefaultMaven.java:309)
    at org.apache.maven.DefaultMaven.doExecute (DefaultMaven.java:194)
    at org.apache.maven.DefaultMaven.execute (DefaultMaven.java:107)
    at org.apache.maven.cli.MavenCli.execute (MavenCli.java:955)
    at org.apache.maven.cli.MavenCli.doMain (MavenCli.java:290)
    at org.apache.maven.cli.MavenCli.main (MavenCli.java:194)
    at sun.reflect.NativeMethodAccessorImpl.invoke0 (Native Method)
    at sun.reflect.NativeMethodAccessorImpl.invoke (NativeMethodAccessorImpl.java:62)
    at sun.reflect.DelegatingMethodAccessorImpl.invoke (DelegatingMethodAccessorImpl.java:43)
    at java.lang.reflect.Method.invoke (Method.java:498)
    at org.codehaus.plexus.classworlds.launcher.Launcher.launchEnhanced (Launcher.java:289)
    at org.codehaus.plexus.classworlds.launcher.Launcher.launch (Launcher.java:229)
    at org.codehaus.plexus.classworlds.launcher.Launcher.mainWithExitCode (Launcher.java:415)
    at org.codehaus.plexus.classworlds.launcher.Launcher.main (Launcher.java:356)
Caused by: java.lang.NoSuchFieldError: internal_static_google_rpc_LocalizedMessage_fieldAccessorTable
    at com.google.rpc.LocalizedMessage.internalGetFieldAccessorTable (LocalizedMessage.java:87)
    at com.google.protobuf.GeneratedMessageV3.getDescriptorForType (GeneratedMessageV3.java:121)
    at io.grpc.protobuf.ProtoUtils.keyForProto (ProtoUtils.java:126)
    at com.google.cloud.spanner.spi.v1.SpannerErrorInterceptor.<clinit> (SpannerErrorInterceptor.java:47)
    at com.google.cloud.spanner.spi.v1.GrpcSpannerRpc.<init> (GrpcSpannerRpc.java:128)
    at com.google.cloud.spanner.SpannerOptions$DefaultSpannerRpcFactory.create (SpannerOptions.java:70)
    at com.google.cloud.spanner.SpannerOptions$DefaultSpannerRpcFactory.create (SpannerOptions.java:65)
    at com.google.cloud.ServiceOptions.getRpc (ServiceOptions.java:443)
    at com.google.cloud.spanner.SpannerOptions.getSpannerRpcV1 (SpannerOptions.java:315)
    at com.google.cloud.spanner.SpannerImpl.<init> (SpannerImpl.java:138)
    at com.google.cloud.spanner.SpannerOptions$DefaultSpannerFactory.create (SpannerOptions.java:60)
    at com.google.cloud.spanner.SpannerOptions$DefaultSpannerFactory.create (SpannerOptions.java:55)
    at com.google.cloud.ServiceOptions.getService (ServiceOptions.java:430)
    at org.apache.beam.sdk.io.gcp.spanner.SpannerConfig.connectToSpanner (SpannerConfig.java:155)
    at com.crypto20.DeveloperSubscription.main (DeveloperSubscription.java:94)
    at sun.reflect.NativeMethodAccessorImpl.invoke0 (Native Method)
    at sun.reflect.NativeMethodAccessorImpl.invoke (NativeMethodAccessorImpl.java:62)
    at sun.reflect.DelegatingMethodAccessorImpl.invoke (DelegatingMethodAccessorImpl.java:43)
    at java.lang.reflect.Method.invoke (Method.java:498)
    at org.codehaus.mojo.exec.ExecJavaMojo$1.run (ExecJavaMojo.java:282)
    at java.lang.Thread.run (Thread.java:748)

指定withProjectId()不能解决该问题。

升级所有依赖项（包括传递性引入的依赖项）也不会升级-除非我犯了一个错误（我不习惯内部如何构造数据流以及每个依赖项的作用）。 在更新依赖项之后，甚至无法暂存已编译的项目。

我怀疑有一个需要更新的特定依赖项，我尝试了各种组合，但都无济于事。

更新：

我尝试过的一件事是将grpc-google-common-protos为0.1.9或什至是最新的1.2.0 。

如果执行此操作，则即使上传管道也无法正常工作，因为我在上传之前收到以下异常：

Mar 12, 2018 7:40:22 AM org.apache.beam.runners.dataflow.util.PackageUtil stageClasspathElements
INFO: Uploading 120 files from PipelineOptions.filesToStage to staging location to prepare for execution.
[WARNING] 
java.lang.RuntimeException: Error while staging packages
    at org.apache.beam.runners.dataflow.util.PackageUtil.stageClasspathElements (PackageUtil.java:396)
    at org.apache.beam.runners.dataflow.util.PackageUtil.stageClasspathElements (PackageUtil.java:272)
    at org.apache.beam.runners.dataflow.util.GcsStager.stageFiles (GcsStager.java:76)
    at org.apache.beam.runners.dataflow.util.GcsStager.stageDefaultFiles (GcsStager.java:64)
    at org.apache.beam.runners.dataflow.DataflowRunner.run (DataflowRunner.java:661)
    at org.apache.beam.runners.dataflow.DataflowRunner.run (DataflowRunner.java:174)
    at org.apache.beam.sdk.Pipeline.run (Pipeline.java:311)
    at org.apache.beam.sdk.Pipeline.run (Pipeline.java:297)
    at com.crypto20.DeveloperSubscription.main (DeveloperSubscription.java:106)
    at sun.reflect.NativeMethodAccessorImpl.invoke0 (Native Method)
    at sun.reflect.NativeMethodAccessorImpl.invoke (NativeMethodAccessorImpl.java:62)
    at sun.reflect.DelegatingMethodAccessorImpl.invoke (DelegatingMethodAccessorImpl.java:43)
    at java.lang.reflect.Method.invoke (Method.java:498)
    at org.codehaus.mojo.exec.ExecJavaMojo$1.run (ExecJavaMojo.java:282)
    at java.lang.Thread.run (Thread.java:748)
Caused by: java.io.IOException: Error executing batch GCS request
    at org.apache.beam.sdk.util.GcsUtil.executeBatches (GcsUtil.java:610)
    at org.apache.beam.sdk.util.GcsUtil.getObjects (GcsUtil.java:341)
    at org.apache.beam.sdk.extensions.gcp.storage.GcsFileSystem.matchNonGlobs (GcsFileSystem.java:216)
    at org.apache.beam.sdk.extensions.gcp.storage.GcsFileSystem.match (GcsFileSystem.java:85)
    at org.apache.beam.sdk.io.FileSystems.match (FileSystems.java:123)
    at org.apache.beam.sdk.io.FileSystems.matchSingleFileSpec (FileSystems.java:188)
    at org.apache.beam.runners.dataflow.util.PackageUtil.alreadyStaged (PackageUtil.java:159)
    at org.apache.beam.runners.dataflow.util.PackageUtil.stagePackageSynchronously (PackageUtil.java:183)
    at org.apache.beam.runners.dataflow.util.PackageUtil.lambda$stagePackage$1 (PackageUtil.java:173)
    at org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.TrustedListenableFutureTask$TrustedFutureInterruptibleTask.runInterruptibly (TrustedListenableFutureTask.java:111)
    at org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.InterruptibleTask.run (InterruptibleTask.java:58)
    at org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.TrustedListenableFutureTask.run (TrustedListenableFutureTask.java:75)
    at java.util.concurrent.ThreadPoolExecutor.runWorker (ThreadPoolExecutor.java:1149)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run (ThreadPoolExecutor.java:624)
    at java.lang.Thread.run (Thread.java:748)
Caused by: java.util.concurrent.ExecutionException: com.google.api.client.http.HttpResponseException: 404 Not Found
Not Found
    at org.apache.beam.sdks.java.extensions.google.cloud.platform.core.repackaged.com.google.common.util.concurrent.AbstractFuture.getDoneValue (AbstractFuture.java:500)
    at org.apache.beam.sdks.java.extensions.google.cloud.platform.core.repackaged.com.google.common.util.concurrent.AbstractFuture.get (AbstractFuture.java:479)
    at org.apache.beam.sdks.java.extensions.google.cloud.platform.core.repackaged.com.google.common.util.concurrent.AbstractFuture$TrustedFuture.get (AbstractFuture.java:76)
    at org.apache.beam.sdk.util.GcsUtil.executeBatches (GcsUtil.java:602)
    at org.apache.beam.sdk.util.GcsUtil.getObjects (GcsUtil.java:341)
    at org.apache.beam.sdk.extensions.gcp.storage.GcsFileSystem.matchNonGlobs (GcsFileSystem.java:216)
    at org.apache.beam.sdk.extensions.gcp.storage.GcsFileSystem.match (GcsFileSystem.java:85)
    at org.apache.beam.sdk.io.FileSystems.match (FileSystems.java:123)
    at org.apache.beam.sdk.io.FileSystems.matchSingleFileSpec (FileSystems.java:188)
    at org.apache.beam.runners.dataflow.util.PackageUtil.alreadyStaged (PackageUtil.java:159)
    at org.apache.beam.runners.dataflow.util.PackageUtil.stagePackageSynchronously (PackageUtil.java:183)
    at org.apache.beam.runners.dataflow.util.PackageUtil.lambda$stagePackage$1 (PackageUtil.java:173)
    at org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.TrustedListenableFutureTask$TrustedFutureInterruptibleTask.runInterruptibly (TrustedListenableFutureTask.java:111)
    at org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.InterruptibleTask.run (InterruptibleTask.java:58)
    at org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.TrustedListenableFutureTask.run (TrustedListenableFutureTask.java:75)
    at java.util.concurrent.ThreadPoolExecutor.runWorker (ThreadPoolExecutor.java:1149)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run (ThreadPoolExecutor.java:624)
    at java.lang.Thread.run (Thread.java:748)
Caused by: com.google.api.client.http.HttpResponseException: 404 Not Found
Not Found
    at com.google.api.client.http.HttpRequest.execute (HttpRequest.java:1070)
    at com.google.api.client.googleapis.batch.BatchRequest.execute (BatchRequest.java:241)
    at org.apache.beam.sdk.util.GcsUtil.lambda$executeBatches$0 (GcsUtil.java:596)
    at org.apache.beam.sdks.java.extensions.google.cloud.platform.core.repackaged.com.google.common.util.concurrent.TrustedListenableFutureTask$TrustedFutureInterruptibleTask.runInterruptibly (TrustedListenableFutureTask.java:111)
    at org.apache.beam.sdks.java.extensions.google.cloud.platform.core.repackaged.com.google.common.util.concurrent.InterruptibleTask.run (InterruptibleTask.java:58)
    at org.apache.beam.sdks.java.extensions.google.cloud.platform.core.repackaged.com.google.common.util.concurrent.TrustedListenableFutureTask.run (TrustedListenableFutureTask.java:75)
    at java.util.concurrent.ThreadPoolExecutor.runWorker (ThreadPoolExecutor.java:1149)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run (ThreadPoolExecutor.java:624)
    at java.lang.Thread.run (Thread.java:748)
Mar 12, 2018 7:40:22 AM org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.AggregateFuture$RunningState handleException
SEVERE: Got more than one input Future failure. Logging failures after the first
java.io.IOException: Error executing batch GCS request
    at org.apache.beam.sdk.util.GcsUtil.executeBatches(GcsUtil.java:610)
    at org.apache.beam.sdk.util.GcsUtil.getObjects(GcsUtil.java:341)
    at org.apache.beam.sdk.extensions.gcp.storage.GcsFileSystem.matchNonGlobs(GcsFileSystem.java:216)
    at org.apache.beam.sdk.extensions.gcp.storage.GcsFileSystem.match(GcsFileSystem.java:85)
    at org.apache.beam.sdk.io.FileSystems.match(FileSystems.java:123)
    at org.apache.beam.sdk.io.FileSystems.matchSingleFileSpec(FileSystems.java:188)
    at org.apache.beam.runners.dataflow.util.PackageUtil.alreadyStaged(PackageUtil.java:159)
    at org.apache.beam.runners.dataflow.util.PackageUtil.stagePackageSynchronously(PackageUtil.java:183)
    at org.apache.beam.runners.dataflow.util.PackageUtil.lambda$stagePackage$1(PackageUtil.java:173)
    at org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.TrustedListenableFutureTask$TrustedFutureInterruptibleTask.runInterruptibly(TrustedListenableFutureTask.java:111)
    at org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.InterruptibleTask.run(InterruptibleTask.java:58)
    at org.apache.beam.runners.dataflow.repackaged.com.google.common.util.concurrent.TrustedListenableFutureTask.run(TrustedListenableFutureTask.java:75)
    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:748)

Answer 1

看看这个Stack Overflow帖子： 在Apache Beam中使用SpannerIO时出错 。 可能与JIRA问题BEAM-2837中描述的问题相同或相同。

Stack Overflow帖子没有可接受的答案，但是我可以通过明确定义所需的com.google.api.grpc依赖项并将其版本从org.apache.beam排除来解决此问题。

<dependency>
    <groupId>com.google.api.grpc</groupId>
    <artifactId>grpc-google-common-protos</artifactId>
    <version>0.1.9</version>
</dependency>

<dependency>
    <groupId>org.apache.beam</groupId>
    <artifactId>beam-sdks-java-io-google-cloud-platform</artifactId>
    <version>${beam.version}</version>
    <exclusions>
        <exclusion>
            <groupId>com.google.api.grpc</groupId>
            <artifactId>grpc-google-common-protos</artifactId>
        </exclusion>
    </exclusions>
</dependency>

Answer 2

如果您使用的是gradle，请使用以下代码片段强制实施该版本。 这解决了我的问题。

 compile (group: 'com.google.api-client', name: 'google-api-client', version: '1.22.0') {
    force = true
}