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Add implementations for DataFrame Algebra.

Open RehanSD opened this issue 3 years ago • 2 comments

Is your feature request related to a problem? Please describe. A clear and concise description of what the problem is. What kind of performance improvements would you like to see with this new API?

Inspired by #2656. Now that we've begun refactoring the Modin Dataframe to include the algebra operators, we need to implement them. Each operator has its own issue. The operators are:

  • [ ] concat
  • [x] explode
  • [ ] groupby
  • [ ] infer_types in progress
  • [ ] join [Not started](https://github.com/modin-project/modin/issues/656, https://github.com/modin-project/modin/issues/1356)
  • [ ] filter [In Progress](https://github.com/modin-project/modin/pull/2744, https://github.com/modin-project/modin/issues/1360)
  • [ ] filter_by_types In Progress
  • [ ] map In Progress
  • [ ] mask [In Progress](https://github.com/modin-project/modin/pull/2744, https://github.com/modin-project/modin/issues/1359)
  • [ ] reduce In Progress
  • [ ] tree_reduce In Progress
  • [ ] from_labels In Progress
  • [ ] to_labels In Progress
  • [ ] rename In Progress
  • [ ] sort_by
  • [ ] transpose
  • [ ] window

RehanSD avatar Mar 24 '21 23:03 RehanSD

@mvashishtha Plans to add explode.

devin-petersohn avatar Oct 15 '21 17:10 devin-petersohn

@RehanSD, @mvashishtha, any plans on this?

YarShev avatar Jan 10 '24 15:01 YarShev