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https://issues.apache.org/jira/browse/SPARK-25433?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
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Fabian Höring updated SPARK-25433:
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Description:
This has been partly discussed in SPARK-13587
I would like to provision the executors with a PEX package. I created a PR with
minimal necessary changes necessary in PythonWorkerFactory.
PR: https://github.com/apache/spark/pull/22422/files
To run it one needs to set PYSPARK_PYTHON & PYSPARK_DRIVER_PYTHON variables to
the pex file and upload the pex file to the executors via sparkContext.addFile
or by setting the spark config spark.yarn.dist.files/spark.file properties
Also it is necessary to set the PEX_ROOT environment variable. By default
inside the executors it tries to access /home/.pex and this fails.
Ideally, as those configuration is quite cumbersome, it would be interesting to
also add a parameter --pexFile to SparkContext and spark-submit in order to
directly provide a pexFile. Please tell me what you think of this.
was:
This has been partly discussed in SPARK-13587
I would like to provision the executors with a PEX package. I created a PR with
minimal necessary changes necessary in PythonWorkerFactory.
To run it one needs to set PYSPARK_PYTHON & PYSPARK_DRIVER_PYTHON variables to
the pex file and upload the pex file to the executors via sparkContext.addFile
or by setting the spark config spark.yarn.dist.files/spark.file properties
Also it is necessary to set the PEX_ROOT environment variable. By default
inside the executors it tries to access /home/.pex and this fails.
Ideally, as those configuration is quite cumbersome, it would be interesting to
also add a parameter --pexFile to SparkContext and spark-submit in order to
directly provide a pexFile. Please tell me what you think of this.
> Add support for PEX in PySpark
> ------------------------------
>
> Key: SPARK-25433
> URL: https://issues.apache.org/jira/browse/SPARK-25433
> Project: Spark
> Issue Type: Improvement
> Components: PySpark
> Affects Versions: 2.2.2
> Reporter: Fabian Höring
> Priority: Minor
>
> This has been partly discussed in SPARK-13587
> I would like to provision the executors with a PEX package. I created a PR
> with minimal necessary changes necessary in PythonWorkerFactory.
> PR: https://github.com/apache/spark/pull/22422/files
> To run it one needs to set PYSPARK_PYTHON & PYSPARK_DRIVER_PYTHON variables
> to the pex file and upload the pex file to the executors via
> sparkContext.addFile or by setting the spark config
> spark.yarn.dist.files/spark.file properties
> Also it is necessary to set the PEX_ROOT environment variable. By default
> inside the executors it tries to access /home/.pex and this fails.
> Ideally, as those configuration is quite cumbersome, it would be interesting
> to also add a parameter --pexFile to SparkContext and spark-submit in order
> to directly provide a pexFile. Please tell me what you think of this.
>
>
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