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Pandas engine should partition input vectors #27

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nickrobison-usds opened this issue Sep 16, 2020 · 0 comments
Open

Pandas engine should partition input vectors #27

nickrobison-usds opened this issue Sep 16, 2020 · 0 comments
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enhancement New feature or request

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@nickrobison-usds
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Given that the Python GIL prevents us from running the PandasEngine (from #24) across multiple cores, we should have the ability to partition the input data into a number of separate processes and execute those in parallel. Probably some sort of transform_reduce would work. We'll need to make sure we handle separate interpreters correctly. My thought is that we keep each PandasEngine single threaded and simply spawn a bunch of them in the PythonTiler itself.

@nickrobison-usds nickrobison-usds added the enhancement New feature or request label Sep 16, 2020
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