Vaex

Latest version: v4.17.0

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1.3.0

* Performance
* Parallel df.evaluate [474](https://github.com/vaexio/vaex/pull/474)
* Avoid calling df.get_column_names (1000x for 1 billion rows per column use) [473](https://github.com/vaexio/vaex/pull/473)
* Slicing e.g df[1:-1] goes much faster for filtered dataframes [471](https://github.com/vaexio/vaex/pull/471)
* Dataframe copying and expression rewriting was slow [470](https://github.com/vaexio/vaex/pull/470)
* Double indices columns were not using index cache since empty dict is falsy [439](https://github.com/vaexio/vaex/pull/439)
* Features
* multi-key sorting of a DataFrame [463](https://github.com/vaexio/vaex/pull/463)
* vaex expression to pandas.Series support [456](https://github.com/vaexio/vaex/pull/456)
* Dask array support [449](https://github.com/vaexio/vaex/pull/449) [#476](https://github.com/vaexio/vaex/pull/476) [example](http://docs.vaex.io/en/latest/example_dask.html)
* isin() method for expressions [441](https://github.com/vaexio/vaex/pull/441) [docs](api.html#vaex.expression.Expression.isin)
* Existing expressions are rewritten, to make them behave like arrays [450](https://github.com/vaexio/vaex/pull/450)

1.2.0

* feature: auto upcasting for sum [435](https://github.com/vaexio/vaex/pull/435)
* fix: selection/filtering fix when using masked values [431](https://github.com/vaexio/vaex/pull/431)
* fix: masked string array fixes [434](https://github.com/vaexio/vaex/pull/434)
* fix: memory usage fix for joins [439](https://github.com/vaexio/vaex/pull/439)

0.18.0

* Features
* Enable selections in metrics [2073](https://github.com/vaexio/vaex/pull/2073)

0.17.0

Requires vaex-core 4.8.0 for the `vaex.datasets.iris()`

0.16

Requires vaex-core 4.7 for uniform settings

0.15

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