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https://issues.apache.org/jira/browse/SPARK-23153?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=17188222#comment-17188222
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Xuzhou Yin edited comment on SPARK-23153 at 9/1/20, 7:37 AM:
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Hi guys,
I have looked through the pull request of this change, and there is one part
which I don't quite understand, it would be awesome if someone can explain it a
little bit.
At this line:
[https://github.com/apache/spark/blob/master/resource-managers/kubernetes/core/src/main/scala/org/apache/spark/deploy/k8s/features/BasicDriverFeatureStep.scala#L161,]
Spark filters out all paths which are not local (ie. no scheme or
[file://|file:///] scheme). Does it mean it will ignore all other paths which
are not local? For example, when starting a Spark job with
spark.jars=local:///local/path/1.jar,s3://s3/path/2.jar,[file:///local/path/3.jar],
it seems like this logic will upload [file:///local/path/3.jar] to s3, and
reset spark.jars to only s3://upload/path/3.jar, while completely ignoring
local:///local/path/1.jar and s3:///s3/path/2.jar.
Is this an expected behavior? If so, how should we do if we want to specify
dependencies which are in HCFS such as S3, or driver's local (ie. local://)
instead of [file://?|file:///?] If this is a bug, is there a Jira issue for it?
Thanks a lot!
@[~skonto]
was (Author: xuzhoyin):
Hi guys,
I have looked through the pull request of this change, and there is one part
which I don't quite understand, it would be awesome if someone can explain it a
little bit.
At this line:
[https://github.com/apache/spark/blob/master/resource-managers/kubernetes/core/src/main/scala/org/apache/spark/deploy/k8s/features/BasicDriverFeatureStep.scala#L161,]
Spark filters out all paths which are not local (ie. no scheme or
[file://|file:///] scheme). Does it mean it will ignore all other paths which
are not local? For example, when starting a Spark job with
spark.jars=local:///local/path/1.jar,s3://s3/path/2.jar,[file:///local/path/3.jar],
it seems like this logic will upload [file:///local/path/3.jar] to s3, and
reset spark.jars to only s3://upload/path/3.jar, while completely ignoring
local:///local/path/1.jar and s3:///s3/path/2.jar.
Is this an expected behavior? If so, how should we do if we want to specify
dependencies which are in HCFS such as S3, or driver's local (ie. local://)
instead of file://? If this is a bug, is there a Jira issue for it?
Thanks a lot!
> Support application dependencies in submission client's local file system
> -------------------------------------------------------------------------
>
> Key: SPARK-23153
> URL: https://issues.apache.org/jira/browse/SPARK-23153
> Project: Spark
> Issue Type: Improvement
> Components: Kubernetes, Spark Core
> Affects Versions: 2.4.0
> Reporter: Yinan Li
> Assignee: Stavros Kontopoulos
> Priority: Major
> Fix For: 3.0.0
>
>
> Currently local dependencies are not supported with Spark on K8S i.e. if the
> user has code or dependencies only on the client where they run
> {{spark-submit}} then the current implementation has no way to make those
> visible to the Spark application running inside the K8S pods that get
> launched. This limits users to only running applications where the code and
> dependencies are either baked into the Docker images used or where those are
> available via some external and globally accessible file system e.g. HDFS
> which are not viable options for many users and environments
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