v0.21.0rc1
Pre-release
Pre-release
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-levelread_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
andprod
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.