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Run Multiple Python Scripts PySpark Application with yarn-cluster Mode

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access_time 10 months ago

When submitting Spark applications to YARN cluster, two deploy modes can be used: client and cluster. For client mode (default), Spark driver runs on the machine that the Spark application was submitted while for cluster mode, the driver runs on a random node in a cluster. On this page, I am goin...

open_in_new View open_in_new Spark + PySpark

Diagnostics: Container is running beyond physical memory limits

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local_offer spark local_offer hadoop local_offer yarn local_offer oozie

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access_time 11 months ago

Scenario Recently I created an Oozie workflow which contains one Spark action. The Spark action master is yarn and deploy mode is cluster. Each time when the job runs about 30 minutes, the application fails with errors like the following: Application applicatio...

open_in_new View open_in_new Spark + PySpark

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