Hadoop HDFS
  1. Hadoop HDFS
  2. HDFS-985

HDFS should issue multiple RPCs for listing a large directory

    Details

    • Type: New Feature New Feature
    • Status: Closed
    • Priority: Major Major
    • Resolution: Fixed
    • Affects Version/s: None
    • Fix Version/s: 0.21.0
    • Component/s: None
    • Labels:
      None
    • Hadoop Flags:
      Incompatible change, Reviewed

      Description

      Currently HDFS issues one RPC from the client to the NameNode for listing a directory. However some directories are large that contain thousands or millions of items. Listing such large directories in one RPC has a few shortcomings:
      1. The list operation holds the global fsnamesystem lock for a long time thus blocking other requests. If a large number (like thousands) of such list requests hit NameNode in a short period of time, NameNode will be significantly slowed down. Users end up noticing longer response time or lost connections to NameNode.
      2. The response message is uncontrollable big. We observed a response as big as 50M bytes when listing a directory of 300 thousand items. Even with the optimization introduced at HDFS-946 that may be able to cut the response by 20-50%, the response size will still in the magnitude of 10 mega bytes.

      I propose to implement a directory listing using multiple RPCs. Here is the plan:
      1. Each getListing RPC has an upper limit on the number of items returned. This limit could be configurable, but I am thinking to set it to be a fixed number like 500.
      2. Each RPC additionally specifies a start position for this listing request. I am thinking to use the last item of the previous listing RPC as an indicator. Since NameNode stores all items in a directory as a sorted array, NameNode uses the last item to locate the start item of this listing even if the last item is deleted in between these two consecutive calls. This has the advantage of avoid duplicate entries at the client side.
      3. The return value additionally specifies if the whole directory is done listing. If the client sees a false flag, it will continue to issue another RPC.

      This proposal will change the semantics of large directory listing in a sense that listing is no longer an atomic operation if a directory's content is changing while the listing operation is in progress.

      1. iterativeLS_yahoo.patch
        36 kB
        Hairong Kuang
      2. iterativeLS_yahoo1.patch
        40 kB
        Hairong Kuang
      3. testFileStatus.patch
        1 kB
        Hairong Kuang
      4. iterativeLS_trunk.patch
        40 kB
        Hairong Kuang
      5. iterativeLS_trunk1.patch
        42 kB
        Hairong Kuang
      6. directoryBrowse_0.20yahoo.patch
        4 kB
        Hairong Kuang
      7. iterativeLS_trunk2.patch
        43 kB
        Hairong Kuang
      8. directoryBrowse_0.20yahoo_1.patch
        5 kB
        Hairong Kuang
      9. iterativeLS_trunk3.patch
        48 kB
        Hairong Kuang
      10. iterativeLS_trunk3.patch
        48 kB
        Hairong Kuang
      11. directoryBrowse_0.20yahoo_2.patch
        5 kB
        Hairong Kuang
      12. iterativeLS_trunk4.patch
        48 kB
        Hairong Kuang

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            • Assignee:
              Hairong Kuang
              Reporter:
              Hairong Kuang
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              Dates

              • Created:
                Updated:
                Resolved:

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