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SNOW-2644834: Add support for 11 groupby functions in faster pandas (#3985)
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CHANGELOG.md

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- `cumsum`
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- `cummin`
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- `cummax`
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- `groupby.first`
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- `groupby.last`
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- `groupby.rank`
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- `groupby.shift`
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- `groupby.cumcount`
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- `groupby.cumsum`
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- `groupby.cummin`
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- `groupby.cummax`
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- `groupby.any`
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- `groupby.all`
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- `groupby.unique`
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- Make faster pandas disabled by default (opt-in instead of opt-out).
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- Improve performance of `drop_duplicates` by avoiding joins when `keep!=False` in faster pandas.
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