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我正在使用 Apache Beam 编写一个 java 流管道,它从 Google Cloud PubSub 读取消息,并将它们写入 ElasticSearch 实例。目前,我正在使用直接运行器,但计划是在 Google Cloud Dataflow 上部署解决方案。

首先,我编写了一个从 PubSub 读取并写入文本文件的管道,它可以工作。然后,我坐了 ElasticSearch 实例,这也有效。我用 curl 写了一些文档,这很容易。

然后,当我尝试使用 Beam 的 ElasticSearch 连接器执行写入时,我开始遇到一些错误。实际上,我得到ava.lang.NoSuchMethodError: org.elasticsearch.client.RestClient.performRequest了,尽管我添加了对 pom.xml 文件的依赖项。

我正在做的基本上是这样的:

messages.apply(
                        "TwoMinWindow",
                        Window.into(FixedWindows.of(new Duration(120*1000)))
                ).apply(
                        "ElasticWrite",
            ElasticsearchIO.write()
            .withConnectionConfiguration(
                             ElasticsearchIO.ConnectionConfiguration
                             .create(new String[]{"http://xxx.xxx.xxx.xxx:9200"}, "streaming_data", "string")
                             .withUsername("xxxx")
                             .withPassword("xxxxxxxx")
                             )
                );

使用 DirectRunner,我可以连接到 PubSub,但是当管道尝试连接 ElasticSearch 实例时出现异常:

java.lang.NoSuchMethodError: org.elasticsearch.client.RestClient.performRequest(Ljava/lang/String;Ljava/lang/String;[Lorg/apache/http/Header;)Lorg/elasticsearch/client/Response;
    at org.apache.beam.sdk.util.UserCodeException.wrap (UserCodeException.java:34)
    at org.apache.beam.sdk.io.elasticsearch.ElasticsearchIO$Write$WriteFn$DoFnInvoker.invokeSetup (Unknown Source)
    at org.apache.beam.sdk.transforms.reflect.DoFnInvokers.tryInvokeSetupFor (DoFnInvokers.java:50)
    at org.apache.beam.runners.direct.DoFnLifecycleManager$DeserializingCacheLoader.load (DoFnLifecycleManager.java:104)
    at org.apache.beam.runners.direct.DoFnLifecycleManager$DeserializingCacheLoader.load (DoFnLifecycleManager.java:91)
    at org.apache.beam.vendor.guava.v26_0_jre.com.google.common.cache.LocalCache$LoadingValueReference.loadFuture (LocalCache.java:3528)
    at org.apache.beam.vendor.guava.v26_0_jre.com.google.common.cache.LocalCache$Segment.loadSync (LocalCache.java:2277)
    at org.apache.beam.vendor.guava.v26_0_jre.com.google.common.cache.LocalCache$Segment.lockedGetOrLoad (LocalCache.java:2154)
    at org.apache.beam.vendor.guava.v26_0_jre.com.google.common.cache.LocalCache$Segment.get (LocalCache.java:2044)
    at org.apache.beam.vendor.guava.v26_0_jre.com.google.common.cache.LocalCache.get (LocalCache.java:3952)
    at org.apache.beam.vendor.guava.v26_0_jre.com.google.common.cache.LocalCache.getOrLoad (LocalCache.java:3974)
    at org.apache.beam.vendor.guava.v26_0_jre.com.google.common.cache.LocalCache$LocalLoadingCache.get (LocalCache.java:4958)
    at org.apache.beam.runners.direct.DoFnLifecycleManager.get (DoFnLifecycleManager.java:61)
    at org.apache.beam.runners.direct.ParDoEvaluatorFactory.createEvaluator (ParDoEvaluatorFactory.java:129)
    at org.apache.beam.runners.direct.ParDoEvaluatorFactory.forApplication (ParDoEvaluatorFactory.java:79)
    at org.apache.beam.runners.direct.TransformEvaluatorRegistry.forApplication (TransformEvaluatorRegistry.java:169)
    at org.apache.beam.runners.direct.DirectTransformExecutor.run (DirectTransformExecutor.java:117)
    at java.util.concurrent.Executors$RunnableAdapter.call (Executors.java:511)
    at java.util.concurrent.FutureTask.run (FutureTask.java:266)
    at java.util.concurrent.ThreadPoolExecutor.runWorker (ThreadPoolExecutor.java:1149)
    at java.util.concurrent.ThreadPoolExecutor$Worker.run (ThreadPoolExecutor.java:624)
    at java.lang.Thread.run (Thread.java:748)
Caused by: java.lang.NoSuchMethodError: org.elasticsearch.client.RestClient.performRequest(Ljava/lang/String;Ljava/lang/String;[Lorg/apache/http/Header;)Lorg/elasticsearch/client/Response;
    at org.apache.beam.sdk.io.elasticsearch.ElasticsearchIO.getBackendVersion (ElasticsearchIO.java:1348)
    at org.apache.beam.sdk.io.elasticsearch.ElasticsearchIO$Write$WriteFn.setup (ElasticsearchIO.java:1200)

我在 pom.xml 中添加的是:

    <dependency>
    <groupId>org.apache.beam</groupId>
    <artifactId>beam-sdks-java-io-google-cloud-platform</artifactId>
    <version>${beam.version}</version>
  </dependency>

    <!-- https://mvnrepository.com/artifact/org.elasticsearch.client/elasticsearch-rest-client -->
  <dependency>
    <groupId>org.elasticsearch.client</groupId>
    <artifactId>elasticsearch-rest-client</artifactId>
    <version>${elastic.version}</version>
  </dependency>

我被这个问题困住了,我不知道如何解决它。如果我使用 JestClient,我可以毫无问题地连接到 ElasticSearch。

你有什么建议吗?

4

1 回答 1

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您使用的是较新的版本RestClient,没有该方法performRequest(String, Header)。如果您查看最新的源代码,您会发现该方法采用Requestnow,而在旧版本中,有些方法采用 Strings 和 Headers。这些方法已被弃用,然后于 2018 年 9 月 1 日从代码中删除

更改您的代码以使用较新的 Elastic Search 库,或指定与您的代码兼容的旧版本的库(它需要在 之前7.0.x,例如)。6.8.4

于 2019-11-20T18:51:08.643 回答