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Matching behavior with pandas 1.1.2 #1685

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itholic opened this issue Jul 30, 2020 · 1 comment · Fixed by #1688
Closed
11 tasks done

Matching behavior with pandas 1.1.2 #1685

itholic opened this issue Jul 30, 2020 · 1 comment · Fixed by #1688
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pandas Relates to a Pandas function not present in the Spark API.

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@itholic
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itholic commented Jul 30, 2020

There are several behavior changing in pandas 1.1.0.

Koalas should follow those changes.

I roughly listed up the APIs which Koalas should follow as below.

  • DataFrame.truncate
  • AtIndexer with MultiIndex
  • GroupBy.nunique
  • Index.monotonic
  • GroupByRolling.max
  • GroupByRolling.mean
  • GroupByRolling.min
  • GroupByRolling.std
  • GroupByRolling.sum
  • GroupByRolling.var
  • Series.truncate
@itholic
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itholic commented Jul 30, 2020

I'll open the PR to manage them.

@itholic itholic self-assigned this Aug 31, 2020
@itholic itholic added the pandas Relates to a Pandas function not present in the Spark API. label Aug 31, 2020
@itholic itholic changed the title Matching behavior with pandas 1.1.0. Matching behavior with pandas 1.1.2 Sep 11, 2020
HyukjinKwon pushed a commit that referenced this issue Sep 21, 2020
This should resolve #1685 

- [x] DataFrame.truncate
- [x] AtIndexer with MultiIndex
- [x] GroupBy.nunique
- [x] Index.monotonic
- [x] GroupByRolling.max (Resolved in pandas-dev/pandas#36152)
- [x] GroupByRolling.mean (ditto)
- [x] GroupByRolling.min (ditto)
- [x] GroupByRolling.std (ditto)
- [x] GroupByRolling.sum (ditto)
- [x] GroupByRolling.var (ditto)
- [x] Series.truncate
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