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  1. Beam
  2. BEAM-9547

Implement all pandas operations (or raise WontImplementError)

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    Description

      We should have an implementation for every DataFrame, Series, and GroupBy method. Everything that's not possible to implement should get a default implementation that raises WontImplementError

      See https://github.com/apache/beam/pull/10757#discussion_r389132292

      Progress at the individual operation level is tracked in a spreadsheet, consider requesting edit access if you'd like to help out.

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          incorporates

          Bug - A problem which impairs or prevents the functions of the product. BEAM-11710 groupby cannot aggregate grouped column

          • P3 - Non-urgent bugs, features, and improvements
          • Open

          Improvement - An improvement or enhancement to an existing feature or task. BEAM-11711 set_index should accept Series and Index instances

          • P3 - Non-urgent bugs, features, and improvements
          • Open

          Improvement - An improvement or enhancement to an existing feature or task. BEAM-11777 Support correct kwargs in aggregation methods on DataFrame, Series

          • P2 - Default priority. Will be triaged and planned according to community practices.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. BEAM-12016 Implement add_suffix, add_prefix for DataFrame and Series

          • P3 - Non-urgent bugs, features, and improvements
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. BEAM-12017 Implement combine, combine_first for DataFrame and Series

          • P3 - Non-urgent bugs, features, and improvements
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. BEAM-12018 Implement melt for DataFrame

          • P3 - Non-urgent bugs, features, and improvements
          • Resolved
          is a child of

          New Feature - A new feature of the product, which has yet to be developed. BEAM-9496 Add a Dataframe API for Python

          • P3 - Non-urgent bugs, features, and improvements
          • Resolved
          is a parent of

          Improvement - An improvement or enhancement to an existing feature or task. BEAM-11202 Support @<local> in eval and query

          • P3 - Non-urgent bugs, features, and improvements
          • Open

          Improvement - An improvement or enhancement to an existing feature or task. BEAM-11542 Support projecting groupbys

          • P2 - Default priority. Will be triaged and planned according to community practices.
          • Resolved

          Improvement - An improvement or enhancement to an existing feature or task. BEAM-10721 Implement pandas datetime methods

          • P3 - Non-urgent bugs, features, and improvements
          • Resolved
          relates to

          Sub-task - The sub-task of the issue BEAM-10063 Run pandas doctests for Beam dataframes API.

          • P2 - Default priority. Will be triaged and planned according to community practices.
          • Resolved
          links to

          Web Link GitHub Pull Request #11974

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              bhulette Brian Hulette
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