v0.8.2

This is the release notes of v0.8.2. See here for the complete list of solved issues and merged PRs.

New Features

• DataFrame
  • Support inclusive argument for pd.date_range (#2721)

Enhancements

• Optimize eval-setitem expressions as single eval expressions (#2699)
• [Ray] Refine raydataset integration (#2712)
• [Ray] refine ray dataset integration (#2726)
• Add support for reading partitioned parquet for fastparquet (#2729)
• Fix duplicate exceptions in log (#2736)

Bug fixes

• Fix sort_values for empty DataFrame or Series (#2686)
• Eliminate redundant eval node in optimization (#2688)
• Avoid iterative tiling for df.loc[:, fields] (#2689)
• Fix use_arrow_dtype parameter for read_parquet (#2702)
• Fix error on dependent DataFrame setitems (#2703)
• Fix estimate_pandas_size on pd.MultiIndex (#2710)
• Import vineyard.data.pickle to make members available (#2716)
• Fix shuffle when ndim of input tensors are different (#2728)