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v0.21.0rc1

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@TomAugspurger TomAugspurger released this 13 Oct 02:34

This is a major release from 0.20.3 and includes a number of API
changes, deprecations, new features, enhancements, and performance
improvements along with a large number of bug fixes. We recommend that
all users upgrade to this version.

Highlights include:

  • Integration with Apache Parquet,
    including a new top-level read_parquet function and
    DataFrame.to_parquet method, see here
  • New user-facing pandas.api.types.CategoricalDtype for specifying
    categoricals independent of the data, see
    here
  • The behavior of sum and prod on all-NaN Series/DataFrames is now
    consistent and no longer depends on whether
    bottleneck is installed,
    see here
  • Compatibility fixes for pypy, see here

Check the API Changes whatsnew; and deprecations; before updating.