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Posted to issues@spark.apache.org by "harish chandra (JIRA)" <ji...@apache.org> on 2017/06/03 08:38:04 UTC

[jira] [Created] (SPARK-20975) Excutors are no released if speculation + dynamic allocation enabled

harish chandra created SPARK-20975:
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             Summary: Excutors are no released if speculation + dynamic allocation enabled 
                 Key: SPARK-20975
                 URL: https://issues.apache.org/jira/browse/SPARK-20975
             Project: Spark
          Issue Type: Bug
          Components: Spark Core
    Affects Versions: 1.6.2
            Reporter: harish chandra


Whenever user enable spark speculation + dynamic allocation then after running few jobs in spark context, few executors keeps running like forever and never get free.

*Configuration*
{code:java}
    - "spark.master=yarn-client"
    - "spark.yarn.am.extraJavaOptions=-Dhdp.version=2.5.3.0-37"
    - "spark.sql.sources.maxConcurrentWrites=1"
    - "parquet.memory.pool.ratio=0.1"
    - "hive.map.aggr=true"
    - "spark.sql.shuffle.partitions=1200"
    - "spark.scheduler.mode=FAIR"
    - "spark.scheduler.allocation.file=/etc/spark/conf/fairscheduler.xml.template"
    - "spark.speculation=true"
    - "spark.dynamicAllocation.enabled=true"
    - "spark.shuffle.service.enabled=true"
    - "spark.dynamicAllocation.executorIdleTimeout=15s"
    - "spark.dynamicAllocation.cachedExecutorIdleTimeout=15s"
    - "spark.dynamicAllocation.initialExecutors=1"
    - "spark.dynamicAllocation.maxExecutors=900"
    - "spark.dynamicAllocation.minExecutors=1"
    - "spark.yarn.max.executor.failures=10000"
    - "spark.yarn.queue=raven"
    - "spark.executor.cores=2"
    - "spark.executor.memory=8G"
    - "spark.sql.codegen=true"
    - "spark.sql.codegen.wholeStage=true"
    - "spark.sql.shuffle.partitions=75"
{code}



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