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Posted to reviews@spark.apache.org by andrewor14 <gi...@git.apache.org> on 2014/09/04 01:45:56 UTC

[GitHub] spark pull request: [SPARK-2715] ExternalAppendOnlyMap adds max li...

Github user andrewor14 commented on the pull request:

    https://github.com/apache/spark/pull/1618#issuecomment-54385505
  
    @YanTangZhai Thanks for your PR, but I'm still not sure if we want this feature. If the data has a lot of skew then the user can look at the logs to figure that out, since we log how many times we have spilled so far. Some applications do actually spill many times. Imagine if you have a huge dataset and somewhat beefy nodes. Every time you spill you're actually doing real work, but simply by virtue of the large scale of the data your application might die if you spill too many times. This is an unexpected behavior for these applications, and we may kill them after many hours of execution on false alarm. Do you see my point?


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