This release adds support for pandas 1.4.4 and includes a bunch of
bugfixes.
Key Features and Updates
- Stability and Bugfixes
- FIX-#4593: Ensure Modin warns when setting columns via attributes (#4621)
- FIX-#4604: Fix
groupby
+agg
in case when multicolumn can arise (#4642) - FIX-#4641: Reindex pandas partitions in
df.describe()
(#4651) - FIX-#4634: Check for FrozenList as
by
indf.groupby()
(#4667) - FIX-#2064: Fix
iloc
/loc
assignment when dataframe is empty (#4677) - FIX-#4658: Expand exception handling for
read_*
functions from s3 storages (#4659) - FIX-#4672: Fix incorrect warning when setting
frame.index
orframe.columns
(#4721) - FIX-#4686: Propagate metadata and drain call queue in unwrap_partitions (#4697)
- FIX-#4680: Fix
read_csv
that started defaulting to pandas again in case of reading from a buffer and when a buffer has a non-zero starting position (#4681) - FIX-#4808: Set dtypes correctly after column rename (#4809)
- FIX-#4811: Apply dataframe -> not_dataframe functions to virtual partitions (#4812)
- FIX-#4848: Fix rebalancing partitions when NPartitions == 1 (#4874)
- FIX-#4838: Bump up modin-spreadsheet to latest master (#4839)
- FIX-#4840: Change modin-spreadsheet version for notebook requirements (#4841)
- FIX-#4657: Use
fsspec
for handling s3/http-like paths instead ofs3fs
(#4710) - FIX-#4639: Fix
storage_options
usage forread_csv
andread_csv_glob
(#4644)
- Update testing suite
- Dependencies
Contributors
@helmeleegy
@YarShev
@anmyachev
@pyrito
@prutskov
@jbrockmendel
@mvashishtha
@RehanSD
@vnlitvinov