XMLWordPrintableJSON

    Details

    • Type: Sub-task
    • Status: Resolved
    • Priority: Major
    • Resolution: Fixed
    • Affects Version/s: None
    • Fix Version/s: 1.2.0
    • Component/s: Block Manager, Shuffle
    • Labels:
      None

      Description

      This is a sub task for SPARK-2275.

      At present, In shuffle write path, the shuffle block manager manage the mapping from some blockID to a FileSegment for the benefit of consolidate shuffle, this way it bypass the block store's blockId based access mode. Then in the read path, when read a shuffle block data, disk store query shuffleBlockManager to hack the normal blockId to file mapping in order to correctly read data from file. This really rend to a lot of bi-directional dependencies between modules and the code logic is some how messed up. None of the shuffle block manager and blockManager/Disk Store fully control the read path. They are tightly coupled in low level code modules. And it make it hard to implement other shuffle manager logics. e.g. a sort based shuffle which might merge all output from one map partition to a single file. This will need to hack more into the diskStore/diskBlockManager etc to find out the right data to be read.

      Possible approaching:
      So I think it might be better that we expose an FileSegment based read interface for DiskStore in addition to the current blockID based interface.
      Then those mapping blockId to FileSegment code logic can all reside in the specific shuffle manager, if they do need to merge data into one single object. they take care of the mapping logic in both read/write path and take the responsibility of read / write shuffle data
      The BlockStore itself should just take care of read/write as required, it should not involve into the data mapping logic at all. This might make the interface between modules more clear and decouple each other in a more clean way.

        Attachments

        1. shuffleblockmanager.pdf
          63 kB
          Raymond Liu

          Activity

            People

            • Assignee:
              colorant Raymond Liu
              Reporter:
              colorant Raymond Liu
            • Votes:
              0 Vote for this issue
              Watchers:
              3 Start watching this issue

              Dates

              • Created:
                Updated:
                Resolved: