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Deprecate cudf.isclose #17351
Deprecate cudf.isclose #17351
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Original file line number | Diff line number | Diff line change |
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@@ -5322,6 +5322,29 @@ def isclose(a, b, rtol=1e-05, atol=1e-08, equal_nan=False): | |
5 False | ||
dtype: bool | ||
""" | ||
warnings.warn( | ||
"`cudf.close` is deprecated and will be removed in a future version of cudf. " | ||
''' | ||
import cupy as cp | ||
import pandas as pd | ||
from cudf.core.column import ( | ||
as_column, | ||
) | ||
|
||
a = pd.array([1.0, 2.0, None]) | ||
b = pd.array([1.0, 2.1, None]) | ||
|
||
a_col = as_column(a) | ||
a_array = cupy.asarray(a_col.data_array_view(mode="read")) | ||
|
||
b_col = as_column(b) | ||
b_array = cupy.asarray(b_col.data_array_view(mode="read")) | ||
|
||
result = cp.isclose(a, b, equal_nan=True) | ||
print(result) # Output: [ True False True] | ||
''', | ||
Comment on lines
+5327
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+5345
There was a problem hiding this comment. Choose a reason for hiding this commentThe reason will be displayed to describe this comment to others. Learn more. We noted in #13593: "As part of the deprecation, we decided to add a warning message indicating how to support nulls while using cupy.isclose." However, I am not sure if this is the right code snippet. The code we want to give to the user as a replacement for this deprecated code path is essentially the current implementation in this method. Basically it has two steps:
I would suggest we add this snippet to the page "Working with missing data": https://docs.rapids.ai/api/cudf/stable/user_guide/missing-data/ Then we can link to this snippet in the docs from the deprecated method's docstring and in the deprecation warning. Does that make sense? Let me know if you have questions. |
||
FutureWarning | ||
) | ||
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if not can_convert_to_column(a): | ||
raise TypeError( | ||
|
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