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https://issues.apache.org/jira/browse/SPARK-11971?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Ted Yu resolved SPARK-11971.
----------------------------
    Resolution: Not A Problem

The callback server is started in _ensure_initialized of 
python/pyspark/streaming/context.py

> Start py4j callback server for Java Gateway
> -------------------------------------------
>
>                 Key: SPARK-11971
>                 URL: https://issues.apache.org/jira/browse/SPARK-11971
>             Project: Spark
>          Issue Type: Improvement
>            Reporter: Ted Yu
>            Priority: Minor
>
> See the thread 'pyspark does not seem to start py4j callback server'
> This issue starts py4j callback server for Java Gateway



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