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  1. Spark
  2. SPARK-13587

Support virtualenv in PySpark

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Details

    • New Feature
    • Status: In Progress
    • Major
    • Resolution: Unresolved
    • 1.6.3, 2.0.2, 2.1.2, 2.2.1, 2.3.0
    • None
    • PySpark
    • None

    Description

      Currently, it's not easy for user to add third party python packages in pyspark.

      • One way is to using --py-files (suitable for simple dependency, but not suitable for complicated dependency, especially with transitive dependency)
      • Another way is install packages manually on each node (time wasting, and not easy to switch to different environment)

      Python has now 2 different virtualenv implementation. One is native virtualenv another is through conda. This jira is trying to migrate these 2 tools to distributed environment

      Attachments

        Issue Links

          is depended upon by

          Bug - A problem which impairs or prevents the functions of the product. ZEPPELIN-2233 Virtualenv support for PySparkInterpreter

          • Major - Major loss of function.
          • Open
          is duplicated by

          Sub-task - The sub-task of the issue SPARK-19095 virtualenv example does not work in yarn cluster mode

          • Critical - Crashes, loss of data, severe memory leak.
          • Resolved

          New Feature - A new feature of the product, which has yet to be developed. SPARK-16367 Wheelhouse Support for PySpark

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

          New Feature - A new feature of the product, which has yet to be developed. SPARK-16367 Wheelhouse Support for PySpark

          • Major - Major loss of function.
          • Resolved
          is superceded by

          New Feature - A new feature of the product, which has yet to be developed. SPARK-20001 Support PythonRunner executing inside a Conda env

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

          New Feature - A new feature of the product, which has yet to be developed. SPARK-17428 SparkR executors/workers support virtualenv

          • Major - Major loss of function.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. SPARK-6764 Add wheel package support for PySpark

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

          Pull request #13599 [Github] Pull Request #13599 (zjffdu)

          Web Link GitHub Pull Request #13599

          Web Link Virtualenv Doc

          Activity

            People

              Unassigned Unassigned
              zjffdu Jeff Zhang
              Votes:
              32 Vote for this issue
              Watchers:
              60 Start watching this issue

              Dates

                Created:
                Updated: