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  1. Spark
  2. SPARK-11939

PySpark support model export/import for Pipeline API

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Details

    • Umbrella
    • Status: Resolved
    • Critical
    • Resolution: Fixed
    • None
    • 2.0.0
    • ML, PySpark
    • None

    Description

      SPARK-6725 provide model export/import for Pipeline API at Scala side, we should also support it at Python side.

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        Issue Links

          contains

          New Feature - A new feature of the product, which has yet to be developed. SPARK-21221 CrossValidator and TrainValidationSplit Persist Nested Estimators such as OneVsRest

          • Major - Major loss of function.
          • Resolved
          is related to

          New Feature - A new feature of the product, which has yet to be developed. SPARK-17025 Cannot persist PySpark ML Pipeline model that includes custom Transformer

          • Minor - Minor loss of function, or other problem where easy workaround is present.
          • Resolved
          is required by

          Test - A new unit, integration or system test. SPARK-14706 Python ML persistence integration test

          • Major - Major loss of function.
          • Resolved
          relates to

          Umbrella - An overarching type made of sub-tasks SPARK-6725 Model export/import for Pipeline API (Scala)

          • Critical - Crashes, loss of data, severe memory leak.
          • Resolved
          There are no Sub-Tasks for this issue.

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            People

              josephkb Joseph K. Bradley
              yanboliang Yanbo Liang
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              Dates

                Created:
                Updated:
                Resolved: