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  1. Giraph
  2. GIRAPH-308

Giraph consistently creates 10% more InputSplits than one would expect

    Details

    • Type: Bug
    • Status: Open
    • Priority: Minor
    • Resolution: Unresolved
    • Affects Version/s: 1.0.0
    • Fix Version/s: 1.0.0
    • Component/s: graph
    • Labels:

      Description

      As I have been doing a lot of instrumented runs for scale out, and to test 246 and 301 (among other patches) I have seen the the calculation:

      (# of MB in input files) / (giraph.splitmb setting) == # of InputSplits to expect

      is not arriving at the number of splits one would expect. I would think there would be an extra now and then to round off fractional amounts in a calculation such as the one stated above, but I'm consistently seeing more than that, roughly 10% more than one would expect and this is consistent over runs with many different size data loads.

      If there is some simple explanation, perhaps I'll find it in the code but either way I wanted to post a JIRA because this is somewhat counterintuitive and suggests we should alter the behavior of giraph.splitmb to ensure users get what they expect in terms of input splits. In memory scarcity use cases, I am finding that if a given worker reads just one split too many on a given data load, it will overload and fail. Knowing how many workers to allocate for a given data load with some precision has been the key to scale out under scarce resources here. Seeing these numbers now as I test 301 (which is meant to help ensure the split-reading load is spread out evenly among workers) I see this has fooled me at times in the past when setting -w and -Dgiraph.splitmb options carefully.

      At the very least, it would be nice to hear from someone that knows whats going on here what the deal is so there is a definitive posting on this matter that folks can refer to for information in the future when exploring a use case like mine. Many users here will be in the same boat as me, of course

      Thanks in advance.

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            • Assignee:
              Unassigned
              Reporter:
              initialcontext Eli Reisman
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              • Created:
                Updated: