Hossein Falaki created SPARK-1839:
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             Summary: PySpark take() does not launch a Spark job when it has to
                 Key: SPARK-1839
                 URL: https://issues.apache.org/jira/browse/SPARK-1839
             Project: Spark
          Issue Type: Bug
          Components: PySpark
    Affects Versions: 1.0.0
            Reporter: Hossein Falaki


If you call take() or first() on a large FilteredRDD, the driver attempts to 
scan all partitions to find the first valid item. If the RDD is large this 
would fail or hang.



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