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- Finer optimizations for group by and aggregate functions
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## Datasources
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- Better support for reading data from remote filesystems (e.g. S3) without caching it locally [#907](https://github.com/apache/arrow-datafusion/issues/907)[#1060](https://github.com/apache/arrow-datafusion/issues/1060)
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- Support for partitioned datasources [#1139](https://github.com/apache/arrow-datafusion/issues/1139) and make the integration of other table formats (Delta, Iceberg...) simpler
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- Improve performances of file format datasources (parallelize file listings, async Arrow readers, file chunk prefetching capability...)
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