Uploaded image for project: 'Apache Submarine'
  1. Apache Submarine
  2. SUBMARINE-148

[Umbrella] Submarine-sdk tracking

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

Details

    • New Feature
    • Status: Resolved
    • Major
    • Resolution: Fixed
    • None
    • None
    • SDK
    • None

    Description

      The submarine-sdk support Python, Scala, R language for algorithm development, The SDK is provided to help developers use submarine's internal data caching, data exchange, and task tracking to more efficiently improve the development and execution of machine learning tasks.

       

      pysubmarine tracking module is a python API for logging parameters, code versions, metrics

      1. Add the sumbrine-sdk/pysubmarine module.
      2. pysubmarine supports mysql/HDFS in two ways to store metric data. Priority to do mysql, in order to performance requires python to directly write mysql data, do not take the submarine-sever RESTful interface.
      3. Add metric, param instance to the submarine-server database and rest
      4. Add Metric tracking ui to submarine-web
      5. Add a metric graphical display to submarine-web

      Attachments

        Issue Links

        There are no Sub-Tasks for this issue.

        Activity

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

          People

            pingsutw Kevin Su
            pingsutw Kevin Su
            Votes:
            0 Vote for this issue
            Watchers:
            7 Start watching this issue

            Dates

              Created:
              Updated:
              Resolved:

              Time Tracking

                Estimated:
                Original Estimate - Not Specified
                Not Specified
                Remaining:
                Remaining Estimate - 0h
                0h
                Logged:
                Time Spent - 1h
                1h

                Slack

                  Issue deployment