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[BUG] Incorrect output type for MultiIndex.codes #14084

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galipremsagar opened this issue Sep 12, 2023 · 0 comments
Closed

[BUG] Incorrect output type for MultiIndex.codes #14084

galipremsagar opened this issue Sep 12, 2023 · 0 comments
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bug Something isn't working Python Affects Python cuDF API.

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@galipremsagar
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Describe the bug
cudf.MultiIndex.codes returns a dataframe, whereas pandas.MultiIndex.codes returns a list of arrays.

Steps/Code to reproduce bug

In [1]: import cudf

In [2]: midx = cudf.MultiIndex(
   ...:         levels=[[1, 3, 4, 5], [1, 2, 5]],
   ...:                 codes=[[0, 0, 1, 2, 3], [0, 2, 1, 1, 0]],
   ...:                         names=["x", "y"],
   ...:                             )

In [3]: midx.codes
Out[3]: 
   0  1
0  0  0
1  0  2
2  1  1
3  2  1
4  3  0

In [4]: midx.to_pandas().codes
Out[4]: FrozenList([[0, 0, 1, 2, 3], [0, 2, 1, 1, 0]])

In [5]: midx.to_pandas().codes[0]
Out[5]: array([0, 0, 1, 2, 3], dtype=int8)

In [6]: midx.to_pandas().codes[1]
Out[6]: array([0, 2, 1, 1, 0], dtype=int8)

Expected behavior
Match pandas by returning a list of cupy arrays.

Environment overview (please complete the following information)

  • Environment location: [Bare-metal]
  • Method of cuDF install: [from source]
@galipremsagar galipremsagar added bug Something isn't working Python Affects Python cuDF API. labels Sep 12, 2023
@galipremsagar galipremsagar self-assigned this Sep 12, 2023
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Labels
bug Something isn't working Python Affects Python cuDF API.
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