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https://issues.apache.org/jira/browse/SPARK-5865?page=com.atlassian.jira.plugin.system.issuetabpanels:comment-tabpanel&focusedCommentId=14324631#comment-14324631
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Nicholas Chammas commented on SPARK-5865:
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cc [~rxin], [~pwendell], [~joshrosen]:
(a) Does this sound good to you?
(b) Are there any other methods where such a warning should be added?
> Add doc warnings for methods that collect an RDD to the driver
> --------------------------------------------------------------
>
> Key: SPARK-5865
> URL: https://issues.apache.org/jira/browse/SPARK-5865
> Project: Spark
> Issue Type: Improvement
> Components: Spark Core, SQL
> Reporter: Nicholas Chammas
> Priority: Minor
>
> We should include a note in the doc string for any method that collects an
> RDD to the driver so that users have some hint of why their call might be
> OOMing.
> {{RDD.collect()}}
> *
> [Scala|https://github.com/apache/spark/blob/d8adefefcc2a4af32295440ed1d4917a6968f017/core/src/main/scala/org/apache/spark/rdd/RDD.scala#L803-L806]
> *
> [Python|https://github.com/apache/spark/blob/d8adefefcc2a4af32295440ed1d4917a6968f017/python/pyspark/rdd.py#L680-L683]
> {{DataFrame.toPandas()}}
> *
> [Python|https://github.com/apache/spark/blob/c76da36c2163276b5c34e59fbb139eeb34ed0faa/python/pyspark/sql/dataframe.py#L637-L645]
> {{Column.toPandas()}}
> *
> [Python|https://github.com/apache/spark/blob/c76da36c2163276b5c34e59fbb139eeb34ed0faa/python/pyspark/sql/dataframe.py#L965-L973]
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