Uploaded image for project: 'Spark'
  1. Spark
  2. SPARK-23754

StopIterator exception in Python UDF results in partial result

Attach filesAttach ScreenshotVotersWatch issueWatchersCreate sub-taskLinkCloneUpdate Comment AuthorReplace String in CommentUpdate Comment VisibilityDelete Comments
    XMLWordPrintableJSON

Details

    • Bug
    • Status: Resolved
    • Blocker
    • Resolution: Fixed
    • 2.3.0
    • 2.3.1, 2.4.0
    • PySpark
    • None

    Description

      Reproduce:

      df = spark.range(0, 1000)
      from pyspark.sql.functions import udf
      
      def foo(x):
          raise StopIteration()
      
      df.withColumn('v', udf(foo)).show()
      
      # Results
      # +---+---+
      # | id|  v|
      # +---+---+
      # +---+---+

      I think the task should fail in this case

      Attachments

        Activity

          This comment will be Viewable by All Users Viewable by All Users
          Cancel

          People

            edorigatti Emilio Dorigatti
            icexelloss Li Jin
            Votes:
            0 Vote for this issue
            Watchers:
            4 Start watching this issue

            Dates

              Created:
              Updated:
              Resolved:

              Slack

                Issue deployment