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PERF: MultiIndex.isin #49577

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Merged
merged 2 commits into from
Nov 8, 2022
Merged

PERF: MultiIndex.isin #49577

merged 2 commits into from
Nov 8, 2022

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lukemanley
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Improves perf for MultiIndex.isin.

       before           after         ratio
     [d47e0523]       [edd67b0a]
     <main>           <mi-isin> 
-     7.98±0.06ms      6.06±0.07ms     0.76  multiindex_object.Isin.time_isin_small('string')
-     5.70±0.07ms      4.02±0.03ms     0.71  multiindex_object.Isin.time_isin_small('int')
-     6.18±0.09ms      4.31±0.03ms     0.70  multiindex_object.Isin.time_isin_small('datetime')
-      42.7±0.5ms       6.73±0.2ms     0.16  multiindex_object.Isin.time_isin_large('string')
-      41.7±0.8ms       4.86±0.1ms     0.12  multiindex_object.Isin.time_isin_large('int')
-         136±2ms      4.87±0.07ms     0.04  multiindex_object.Isin.time_isin_large('datetime')

@lukemanley lukemanley added Performance Memory or execution speed performance MultiIndex labels Nov 8, 2022
@mroeschke mroeschke added this to the 2.0 milestone Nov 8, 2022
@mroeschke mroeschke merged commit 49a03f4 into pandas-dev:main Nov 8, 2022
@mroeschke
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Nice find! Thanks @lukemanley

phofl pushed a commit to phofl/pandas that referenced this pull request Nov 9, 2022
* MultiIndex.isin perf

* gh ref
@lukemanley lukemanley deleted the mi-isin branch November 10, 2022 03:18
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2 participants