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Raise ValueError if DataFrame column length does not match data #14135

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mroeschke
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Description

closes #14131

Checklist

  • I am familiar with the Contributing Guidelines.
  • New or existing tests cover these changes.
  • The documentation is up to date with these changes.

@mroeschke mroeschke added bug Something isn't working Python Affects Python cuDF API. non-breaking Non-breaking change labels Sep 20, 2023
@mroeschke mroeschke requested a review from a team as a code owner September 20, 2023 01:34
@davidwendt
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Is the PR title missing a not ?

@mroeschke mroeschke changed the title Raise ValueError if DataFrame column length does match data Raise ValueError if DataFrame column length does not match data Sep 21, 2023
@mroeschke
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Is the PR title missing a not ?

Yes, thanks!

@mroeschke
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cc @galipremsagar if you have a moment to review

@@ -645,7 +645,15 @@ def __init__(
elif isinstance(data, (cudf.Series, pd.Series)):
if isinstance(data, pd.Series):
data = cudf.Series.from_pandas(data, nan_as_null=nan_as_null)

if (
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I guess we shouldn't be raising no?:

In [1]: import pandas as pd

In [2]: s = pd.Series([1, 2, 3], name=2)

In [3]: pd.DataFrame(s)
Out[3]: 
   2
0  1
1  2
2  3

In [4]: pd.DataFrame(s, columns=[])
Out[4]: 
Empty DataFrame
Columns: []
Index: []

In [5]: pd.DataFrame(s, columns=[2])
Out[5]: 
   2
0  1
1  2
2  3

In [6]: pd.DataFrame(s, columns=[2, 1])
Out[6]: 
   2    1
0  1  NaN
1  2  NaN
2  3  NaN

In [7]: pd.DataFrame(s, columns=[1])
Out[7]: 
Empty DataFrame
Columns: [1]
Index: []

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Yeah I guess it's this very narrow use case that should only raise. (I'm not sure of the history why the other cases are allowed)

@mroeschke mroeschke closed this Oct 10, 2023
@mroeschke mroeschke deleted the bug/df/column_mismatch branch October 10, 2023 17:19
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[BUG] DataFrame allows Series input with len(columns) > 1
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