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[BUG] Columns name not being preserved in DataFrame constructor #14088

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galipremsagar opened this issue Sep 12, 2023 · 0 comments · Fixed by #14110
Closed

[BUG] Columns name not being preserved in DataFrame constructor #14088

galipremsagar opened this issue Sep 12, 2023 · 0 comments · Fixed by #14110
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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
When an index object is passed to columns parameter in DataFrame constructor, the column name is not being preserved. I know there are some design issues are not being able to assign column name to column objects, but this is probably a bug.

Steps/Code to reproduce bug

In [1]: import cudf

In [2]: df = cudf.DataFrame(columns=cudf.Index(['a'], name='n'))
df

In [3]: df
Out[3]: 
Empty DataFrame
Columns: [a]
Index: []

In [4]: df.columns
Out[4]: Index(['a'], dtype='object')

In [5]: import pandas as pd

In [6]: pdf = pd.DataFrame(columns=pd.Index(['a'], name='n'))

In [7]: pdf.columns
Out[7]: Index(['a'], dtype='object', name='n')

In [8]: df = cudf.DataFrame(columns=pd.Index(['a'], name='n'))

In [9]: df.columns
Out[9]: Index(['a'], dtype='object')

Expected behavior

In [7]: df.columns
Out[7]: Index(['a'], dtype='object', name='n')

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
rapids-bot bot pushed a commit that referenced this issue Sep 27, 2023
Fixes: #14088 

This PR preserves `names` of `column` object while constructing a `DataFrame` through various constructor flows.

Authors:
  - GALI PREM SAGAR (https://github.com/galipremsagar)

Approvers:
  - Bradley Dice (https://github.com/bdice)
  - Ashwin Srinath (https://github.com/shwina)

URL: #14110
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