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# Release 0.33.5
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* TileDB-Py 0.33.5 includes TileDB Embedded [2.27.2](https://github.com/TileDB-Inc/TileDB/releases/tag/2.27.2)
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## Bug Fixes
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* Fix `stats_reset()` behavior by @kounelisagis in https://github.com/TileDB-Inc/TileDB-Py/pull/2172
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* Fix for query conditions that contain attributes with dot(s) when using the `in` operator by @kounelisagis in https://github.com/TileDB-Inc/TileDB-Py/pull/2171
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## Improvements
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* Expand `.df` Array/Query accessor to allow indexing with NumPy and PyArrow arrays by @kounelisagis in https://github.com/TileDB-Inc/TileDB-Py/pull/2170
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* Improve the logic for using Arrow when it is not explicitly requested by @kounelisagis in https://github.com/TileDB-Inc/TileDB-Py/pull/2168
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