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Posted to reviews@spark.apache.org by icexelloss <gi...@git.apache.org> on 2017/11/29 22:07:13 UTC

[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

GitHub user icexelloss opened a pull request:

    https://github.com/apache/spark/pull/19852

    [SPARK-22655][PySpark] Throw exception rather than exit silently in PythonRunner when Spark …

    …session is stopped
    
    ## What changes were proposed in this pull request?
    
    We have observed in our production environment that during Spark shutdown, if there are some active tasks, sometimes they will complete with incorrect results. We've tracked down the issue to a PythonRunner where it is returning partial result instead of throwing exception during Spark shutdown.
    
    I think the better way to handle this is to have these tasks fail instead of complete with partial results (complete with partial is always bad IMHO)
    
    ## How was this patch tested?
    
    Existing tests.


You can merge this pull request into a Git repository by running:

    $ git pull https://github.com/icexelloss/spark python-runner-shutdown

Alternatively you can review and apply these changes as the patch at:

    https://github.com/apache/spark/pull/19852.patch

To close this pull request, make a commit to your master/trunk branch
with (at least) the following in the commit message:

    This closes #19852
    
----
commit 75c8191ff51c0f7802ce592fdecca6f551a60687
Author: Li Jin <ic...@gmail.com>
Date:   2017-11-29T22:00:42Z

    Throw exception rather than exit silently in PythonRunner when Spark session is stopped

----


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by viirya <gi...@git.apache.org>.
Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    LGTM


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    Merged to master.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    LGTM


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84647 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84647/testReport)** for PR 19852 at commit [`f606951`](https://github.com/apache/spark/commit/f606951b2fe2f74a0aa95055e17e479499c82e03).
     * This patch **fails due to an unknown error code, -9**.
     * This patch merges cleanly.
     * This patch adds no public classes.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84643 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84643/testReport)** for PR 19852 at commit [`f606951`](https://github.com/apache/spark/commit/f606951b2fe2f74a0aa95055e17e479499c82e03).


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by jiangxb1987 <gi...@git.apache.org>.
Github user jiangxb1987 commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    Please update the title `[SPARK-22655][PySpark] Throw exception rather than exit silently in PythonRunner when Spark session is stopped`


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    Merged build finished. Test PASSed.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
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[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

Posted by icexelloss <gi...@git.apache.org>.
Github user icexelloss commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19852#discussion_r154737303
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala ---
    @@ -319,7 +319,7 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
     
           case e: Exception if env.isStopped =>
             logDebug("Exception thrown after context is stopped", e)
    -        null.asInstanceOf[OUT]  // exit silently
    +        throw new SparkException("Spark session has been stopped", e)
    --- End diff --
    
    @cloud-fan Thoughts?


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[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

Posted by icexelloss <gi...@git.apache.org>.
Github user icexelloss commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19852#discussion_r154990418
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala ---
    @@ -319,7 +319,7 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
     
           case e: Exception if env.isStopped =>
             logDebug("Exception thrown after context is stopped", e)
    -        null.asInstanceOf[OUT]  // exit silently
    +        throw new SparkException("Spark session has been stopped", e)
    --- End diff --
    
    Python task has the same retry mechanism as Java - when a python task fails, the corresponding java task (EvalPythonExec/FlatMapGroupsInPandasExec) also fails and the java task is retried.
    
    I think the python/java behavior would be consistent with this patch - when spark session is stopped, java task will receive an when reading from python task output, and then throw an SparkException. The java task will then be enqueued for retry as which point it will be the same as other java tasks that are enqueued for retry during shutdown. 


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[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19852#discussion_r155701675
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala ---
    @@ -317,10 +317,6 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
             logDebug("Exception thrown after task interruption", e)
             throw new TaskKilledException(context.getKillReason().getOrElse("unknown reason"))
     
    -      case e: Exception if env.isStopped =>
    --- End diff --
    
    Note to myself: this was added in https://github.com/apache/spark/pull/2838


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[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

Posted by icexelloss <gi...@git.apache.org>.
Github user icexelloss commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19852#discussion_r154122767
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala ---
    @@ -319,7 +319,7 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
     
           case e: Exception if env.isStopped =>
             logDebug("Exception thrown after context is stopped", e)
    -        null.asInstanceOf[OUT]  // exit silently
    +        throw new SparkException("Spark session has been stopped", e)
    --- End diff --
    
    I checked the code there are two places there `env.isStopped` is used:
    * PythonRunner will complete silently when env.isStopped = true
    * When retry failed tasked and env.isStopped, Spark will ignore RejectedExecutionException.
    
    As far as java tasks go, during shutdown I don't think there are code that make them exit silently.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84649 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84649/testReport)** for PR 19852 at commit [`f606951`](https://github.com/apache/spark/commit/f606951b2fe2f74a0aa95055e17e479499c82e03).


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84316 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84316/testReport)** for PR 19852 at commit [`75c8191`](https://github.com/apache/spark/commit/75c8191ff51c0f7802ce592fdecca6f551a60687).


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by viirya <gi...@git.apache.org>.
Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    The PR description is also broken. Please fix it too.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84649 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84649/testReport)** for PR 19852 at commit [`f606951`](https://github.com/apache/spark/commit/f606951b2fe2f74a0aa95055e17e479499c82e03).
     * This patch passes all tests.
     * This patch merges cleanly.
     * This patch adds no public classes.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84633 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84633/testReport)** for PR 19852 at commit [`f606951`](https://github.com/apache/spark/commit/f606951b2fe2f74a0aa95055e17e479499c82e03).
     * This patch **fails from timeout after a configured wait of \`250m\`**.
     * This patch merges cleanly.
     * This patch adds no public classes.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by HyukjinKwon <gi...@git.apache.org>.
Github user HyukjinKwon commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    retest this please


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84316 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84316/testReport)** for PR 19852 at commit [`75c8191`](https://github.com/apache/spark/commit/75c8191ff51c0f7802ce592fdecca6f551a60687).
     * This patch passes all tests.
     * This patch merges cleanly.
     * This patch adds no public classes.


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[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

Posted by cloud-fan <gi...@git.apache.org>.
Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19852#discussion_r154035525
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala ---
    @@ -319,7 +319,7 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
     
           case e: Exception if env.isStopped =>
             logDebug("Exception thrown after context is stopped", e)
    -        null.asInstanceOf[OUT]  // exit silently
    +        throw new SparkException("Spark session has been stopped", e)
    --- End diff --
    
    is this behavior consistent with java tasks?


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[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

Posted by cloud-fan <gi...@git.apache.org>.
Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19852#discussion_r155136340
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala ---
    @@ -319,7 +319,7 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
     
           case e: Exception if env.isStopped =>
             logDebug("Exception thrown after context is stopped", e)
    -        null.asInstanceOf[OUT]  // exit silently
    +        throw new SparkException("Spark session has been stopped", e)
    --- End diff --
    
    then shall we just remove this case to be totally consistent with java task? i.e. no logging here and no extra SparkException to wrap the original exception.


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[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

Posted by cloud-fan <gi...@git.apache.org>.
Github user cloud-fan commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19852#discussion_r154852742
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala ---
    @@ -319,7 +319,7 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
     
           case e: Exception if env.isStopped =>
             logDebug("Exception thrown after context is stopped", e)
    -        null.asInstanceOf[OUT]  // exit silently
    +        throw new SparkException("Spark session has been stopped", e)
    --- End diff --
    
    It seems like java task doesn't check `env.isStopped` when task failed, and only check it when retry failed.
    
    Does python task have retry mechanism?


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by viirya <gi...@git.apache.org>.
Github user viirya commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    retest this please.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    Merged build finished. Test FAILed.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    Merged build finished. Test PASSed.


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[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

Posted by icexelloss <gi...@git.apache.org>.
Github user icexelloss commented on a diff in the pull request:

    https://github.com/apache/spark/pull/19852#discussion_r155686222
  
    --- Diff: core/src/main/scala/org/apache/spark/api/python/PythonRunner.scala ---
    @@ -319,7 +319,7 @@ private[spark] abstract class BasePythonRunner[IN, OUT](
     
           case e: Exception if env.isStopped =>
             logDebug("Exception thrown after context is stopped", e)
    -        null.asInstanceOf[OUT]  // exit silently
    +        throw new SparkException("Spark session has been stopped", e)
    --- End diff --
    
    Make senses. I will remove.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by icexelloss <gi...@git.apache.org>.
Github user icexelloss commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    >The PR description is also broken. Please fix it too.
    
    Updated, thanks!


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84647 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84647/testReport)** for PR 19852 at commit [`f606951`](https://github.com/apache/spark/commit/f606951b2fe2f74a0aa95055e17e479499c82e03).


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[GitHub] spark pull request #19852: [SPARK-22655][PySpark] Throw exception rather tha...

Posted by asfgit <gi...@git.apache.org>.
Github user asfgit closed the pull request at:

    https://github.com/apache/spark/pull/19852


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by cloud-fan <gi...@git.apache.org>.
Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    LGTM


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    Merged build finished. Test FAILed.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84633 has started](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84633/testReport)** for PR 19852 at commit [`f606951`](https://github.com/apache/spark/commit/f606951b2fe2f74a0aa95055e17e479499c82e03).


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    Merged build finished. Test FAILed.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by cloud-fan <gi...@git.apache.org>.
Github user cloud-fan commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    retest this please


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by SparkQA <gi...@git.apache.org>.
Github user SparkQA commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    **[Test build #84643 has finished](https://amplab.cs.berkeley.edu/jenkins/job/SparkPullRequestBuilder/84643/testReport)** for PR 19852 at commit [`f606951`](https://github.com/apache/spark/commit/f606951b2fe2f74a0aa95055e17e479499c82e03).
     * This patch **fails due to an unknown error code, -9**.
     * This patch merges cleanly.
     * This patch adds no public classes.


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by icexelloss <gi...@git.apache.org>.
Github user icexelloss commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    Thanks all!


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[GitHub] spark issue #19852: [SPARK-22655][PySpark] Throw exception rather than exit ...

Posted by AmplabJenkins <gi...@git.apache.org>.
Github user AmplabJenkins commented on the issue:

    https://github.com/apache/spark/pull/19852
  
    Test FAILed.
    Refer to this link for build results (access rights to CI server needed): 
    https://amplab.cs.berkeley.edu/jenkins//job/SparkPullRequestBuilder/84643/
    Test FAILed.


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