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Google Cloud DataProc的性能监控

[英]Performance monitoring for Google Cloud DataProc

We are using GoogleCloudPlatform for big-data analytics. 我们正在使用GoogleCloudPlatform进行大数据分析。 For processing we are currently using the google cloud dataproc & spark-streaming. 为了进行处理,我们目前正在使用Google Cloud Dataproc和spark-streaming。

We would like to check the job performance using some monitoring utilities like Ganglia, Graphite, Dr.Elephant etc. 我们想使用一些监控实用程序,例如Ganglia,Graphite,Dr.Elephant等来检查工作绩效。

For setting up of any of these requires modification of configuration in each nodes. 要设置任何这些,都需要修改每个节点中的配置。 I would like to know, if the dataproc natively supports any of such performance monitoring tools? 我想知道,dataproc是否本地支持任何此类性能监视工具?

None of those are supported out of the box, but you could add Ganglia using this initialization action . 开箱即用不支持所有这些,但是您可以使用此初始化操作添加Ganglia。 You can configure it however you like by editing the script. 您可以根据需要通过编辑脚本来配置它。

You would then have to follow these instructions to access the Web UI. 然后,您必须按照以下说明来访问Web UI。

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