Modin 0.5.3 release notes
This release includes several fixes to regressions and documentation. We also have preliminary support for an autoscaling cluster (#661). Performance groupby
+ sum
, count
, and other dimension reducing operations was increased by up to 10x from the previous implementation (#659).
Bugfixes + Pandas Concordance (đ + đŧ)
- Fix
usecols
when the string name of the column is provided (#652) - Fixes full axis reduce functions with empty row and/or column partitions (#663)
- Fix memory_usage() for transposed dataframes (#662)
- Default to pandas when trying to get tuple from Series (#689)
- Fix dtypes on empty dataframes calls to to_pandas (#688)
New Functionality â¨
- Initial ray autoscaler support (#661) đ
Backend enhancements + Performance đ
- Improve performance of Groupby (#659) đ
- Fix internal indices calculation for non-compute partitions (#691)
Documentation đ
- Update documentation for DataFrame methods (#643)
- Update Documentation structure (#665, #666, #667, #668)
- Update utilities documentation for pandas on ray (#669)
Testing đ
- Remove extraneous teardown module for parquet (#648)
Regressions âŠī¸
- Fix binary operations after transpose (#676)
- Fix issue with
sort_values
after transpose (#679) - Fix
concat
when QueryCompiler is transposed (#681) - Fix
concat
with all Series and axis=1 (#684) - Fix how we compute the block_widths/lengths after single update (#693)
Contributors this release
The following users contributed code to Modin since the last release.
@williamma12 (Committer)
@devin-petersohn (Admin)
đđ Thank you! đđ