modin
https://github.com/modin-project/modin
Python
Modin: Scale your Pandas workflows by changing a single line of code
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- Issues
- FIX-#5200: Use squeeze parameter instead of SeriesGroupby
- FEAT: Support xgboost major versions > 1 by using collective instead of rabit
- FIX: Support pandas.tseries and pandas.offsets
- FIX-#5196: Support pandas tseries and offsets.
- REFACTOR: fail fast when calling BaseDataframeAxisPartition.unwrap on partition classes without list_of_ips
- REFACTOR: Use row labels to select items instead of always computing row positions.
- REFACTOR: Add mypy checks for modin.core.dataframe.algebra
- FEAT: Implement distributed read_parquet from column-partitioned directories.
- BUG: dropping unknown keys raises ValueError instead of KeyError when lazy_execution is off
- DOCS: Document that sort_values is not fully distributed
- Docs
- Python not yet supported