[
https://issues.apache.org/jira/browse/SPARK-26011?page=com.atlassian.jira.plugin.system.issuetabpanels:all-tabpanel
]
shanyu zhao updated SPARK-26011:
--------------------------------
Description:
Command "pyspark --packages" works as expected, but if submitting a livy
pyspark job with "spark.jars.packages" config, the downloaded packages are not
added to python's sys.path therefore the package is not available to use.
For example, this command works:
pyspark --packages Azure:mmlspark:0.14
However, using Jupyter notebook with sparkmagic kernel to open a pyspark
session failed:
%%configure -f \{"conf": {spark.jars.packages": "Azure:mmlspark:0.14"}}
import mmlspark
The root cause is that SparkSubmit determines pyspark app by the suffix of
primary resource but Livy uses "spark-internal" as the primary resource when
calling spark-submit, therefore args.isPython is set to false in
SparkSubmit.scala.
was:
Command "pyspark --packages" works as expected, but if submitting a livy
pyspark job with "spark.jars.packages" config, the downloaded packages are not
added to python's sys.path therefore the package is not available to use.
For example, this command works:
pyspark --packages Azure:mmlspark:0.14
However, using Jupyter notebook with sparkmagic kernel to open a pyspark
session failed:
%%configure -f \{"conf": {spark.jars.packages": "Azure:mmlspark:0.14"}}
import mmlspark
The root cause is that SparkSubmit determines pyspark app by the suffix of
primary resource but Livy uses "spark-internal" as the primary resource when
calling spark-submit, therefore args.isPython is fails in SparkSubmit.scala.
> pyspark app with "spark.jars.packages" config does not work
> -----------------------------------------------------------
>
> Key: SPARK-26011
> URL: https://issues.apache.org/jira/browse/SPARK-26011
> Project: Spark
> Issue Type: Bug
> Components: Spark Submit
> Affects Versions: 2.3.2, 2.4.0
> Reporter: shanyu zhao
> Priority: Major
>
> Command "pyspark --packages" works as expected, but if submitting a livy
> pyspark job with "spark.jars.packages" config, the downloaded packages are
> not added to python's sys.path therefore the package is not available to use.
> For example, this command works:
> pyspark --packages Azure:mmlspark:0.14
> However, using Jupyter notebook with sparkmagic kernel to open a pyspark
> session failed:
> %%configure -f \{"conf": {spark.jars.packages": "Azure:mmlspark:0.14"}}
> import mmlspark
> The root cause is that SparkSubmit determines pyspark app by the suffix of
> primary resource but Livy uses "spark-internal" as the primary resource when
> calling spark-submit, therefore args.isPython is set to false in
> SparkSubmit.scala.
--
This message was sent by Atlassian JIRA
(v7.6.3#76005)
---------------------------------------------------------------------
To unsubscribe, e-mail: [email protected]
For additional commands, e-mail: [email protected]
