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Performance improvement about ish_parser HOT 4 OPEN

haydenth avatar haydenth commented on August 17, 2024
Performance improvement

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Comments (4)

haydenth avatar haydenth commented on August 17, 2024

i am 100% interested in this :)

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haydenth avatar haydenth commented on August 17, 2024

OK Sat and thought about this for a few mins.

  • vectorized == parallized or threaded?
  • love the idea of requesting only specific fields; that would speed it up dramatically

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vtoupet avatar vtoupet commented on August 17, 2024

vectorized means not scalar. Instead of applying a function to a scalar and iterate over a list of scalar, we apply the same function to a vector (of dimension 1 x n). This is the main principle of Numpy and Pandas. This is much quicker.

I'll try to initiate something by september.

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haydenth avatar haydenth commented on August 17, 2024

Oh I see what you are saying.. I don't think it would be crazy hard to make a layer above ish_report that vectorizes the individual ish_report objects so they can be used in a library like that.

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