Google 数据流管道创建失败并显示 400：错误请求/无效授权

Question

一年多以来，我一直在为 google 数据流构建和创建模板。我从来没有遇到过使用 options.setTemplateLocation(templatePath); 调用创建模板并将它们上传到 gcs 的问题。从今天开始，当在 Eclipse 中使用 Pipeline.create(options); 和运行宁 java-program 创建管道时，我得到以下异常：

Exception in thread "main" java.lang.RuntimeException: Failed to construct instance from factory method DataflowRunner#fromOptions(interface org.apache.beam.sdk.options.PipelineOptions)
    at org.apache.beam.sdk.util.InstanceBuilder.buildFromMethod(InstanceBuilder.java:233)
    at org.apache.beam.sdk.util.InstanceBuilder.build(InstanceBuilder.java:162)
    at org.apache.beam.sdk.PipelineRunner.fromOptions(PipelineRunner.java:52)
    at org.apache.beam.sdk.Pipeline.create(Pipeline.java:142)
    at mypackage.PipelineCreation.getTemplatePipeline(PipelineCreation.java:34)
    at myotherpackage.Main.main(Main.java:51)
Caused by: java.lang.reflect.InvocationTargetException
    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:497)
    at org.apache.beam.sdk.util.InstanceBuilder.buildFromMethod(InstanceBuilder.java:222)
    ... 5 more
Caused by: java.lang.RuntimeException: Unable to verify that GCS bucket gs://my-projects-staging-bucket exists.
    at org.apache.beam.sdk.extensions.gcp.storage.GcsPathValidator.verifyPathIsAccessible(GcsPathValidator.java:92)
    at org.apache.beam.sdk.extensions.gcp.storage.GcsPathValidator.validateOutputFilePrefixSupported(GcsPathValidator.java:61)
    at org.apache.beam.runners.dataflow.DataflowRunner.fromOptions(DataflowRunner.java:228)
    ... 10 more
Caused by: com.google.api.client.http.HttpResponseException: 400 Bad Request
{
  "error" : "invalid_grant",
  "error_description" : "Bad Request"
}
    at com.google.api.client.http.HttpRequest.execute(HttpRequest.java:1070)
    at com.google.auth.oauth2.UserCredentials.refreshAccessToken(UserCredentials.java:207)
    at com.google.auth.oauth2.OAuth2Credentials.refresh(OAuth2Credentials.java:149)
    at com.google.auth.oauth2.OAuth2Credentials.getRequestMetadata(OAuth2Credentials.java:135)
    at com.google.auth.http.HttpCredentialsAdapter.initialize(HttpCredentialsAdapter.java:96)
    at com.google.cloud.hadoop.util.ChainingHttpRequestInitializer.initialize(ChainingHttpRequestInitializer.java:52)
    at com.google.api.client.http.HttpRequestFactory.buildRequest(HttpRequestFactory.java:93)
    at com.google.api.client.googleapis.services.AbstractGoogleClientRequest.buildHttpRequest(AbstractGoogleClientRequest.java:300)
    at com.google.api.client.googleapis.services.AbstractGoogleClientRequest.executeUnparsed(AbstractGoogleClientRequest.java:419)
    at com.google.api.client.googleapis.services.AbstractGoogleClientRequest.executeUnparsed(AbstractGoogleClientRequest.java:352)
    at com.google.api.client.googleapis.services.AbstractGoogleClientRequest.execute(AbstractGoogleClientRequest.java:469)
    at com.google.cloud.hadoop.util.ResilientOperation$AbstractGoogleClientRequestExecutor.call(ResilientOperation.java:166)
    at com.google.cloud.hadoop.util.ResilientOperation.retry(ResilientOperation.java:66)
    at org.apache.beam.sdk.util.GcsUtil.getBucket(GcsUtil.java:505)
    at org.apache.beam.sdk.util.GcsUtil.bucketAccessible(GcsUtil.java:492)
    at org.apache.beam.sdk.util.GcsUtil.bucketAccessible(GcsUtil.java:457)
    at org.apache.beam.sdk.extensions.gcp.storage.GcsPathValidator.verifyPathIsAccessible(GcsPathValidator.java:88)
    ... 12 more

我今天使用另一个帐户登录到 gcloud，但再次使用与项目关联的帐户 "Owner" 和 gcloud auth login 登录。我也重新启动了 Eclipse，但同样的错误不断发生。此外，当尝试在本地运行管道时，我收到另一个错误，但也有 "invalid_grant" "bad request" 内容。重启笔记本也没有效果。

我的 pom 定义了 google-cloud-dataflow-java-sdk-all 版本 2.2.0，升级到 2.5.0 没有效果。

我可以从命令行使用 gsutil 将数据复制到存储桶。但是当运行从命令行使用 mvn compile exec:java -Dexec.mainClass=mypackage.Main 运行 java 程序时，我仍然会遇到同样的错误。

我创建模板管道的函数如下所示：

public static Pipeline getTemplatePipeline(String jobName, String templatePath){
        DataflowPipelineOptions options = PipelineOptionsFactory.as(DataflowPipelineOptions.class);
        options.setProject("my-project-id");
        options.setRunner(DataflowRunner.class);
        options.setStagingLocation("gs://my-projects-staging-bucket/binaries");
        options.setTempLocation("gs://my-projects-staging-bucket/binaries/tmp");
        options.setGcpTempLocation("gs://my-projects-staging-bucket/binaries/tmp");
        options.setZone("europe-west3-a");
        options.setWorkerMachineType("n1-standard-2");
        options.setJobName(jobName);
        options.setMaxNumWorkers(2);
        options.setDiskSizeGb(40);
        options.setTemplateLocation(templatePath);
        return Pipeline.create(options);
    }

非常感谢任何帮助。

Answer 1

我在快速入门中找到了解决方案 docs。

似乎不再使用 gcloud 身份验证，您必须使用服务帐户。因此，就像在文档中一样，我创建了一个角色为 "project/owner" 的服务帐户，并将其 json 文件下载到 $path.

然后在我的 Mac 上我使用了 export GOOGLE_APPLICATION_CREDENTIALS="$path" 并在同一个会话中使用了问题中提到的命令来编译和执行 java-程序。

Answer 2

您不必使用服务帐户，您仍然可以使用 gcloud，您应该使用以下命令并使用您的帐户登录：

gcloud auth application-default login

Google 数据流管道创建失败并显示 400：错误请求/无效授权

Google Dataflow Pipeline creation fails with 400: Bad Request / invalid grant

bad-request

google-authentication

google-cloud-storage

google-cloud-dataflow