Closed
Description
Pandas version checks
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I have checked that this issue has not already been reported.
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I have confirmed this bug exists on the latest version of pandas.
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I have confirmed this bug exists on the main branch of pandas.
Reproducible Example
>>> import pandas as pd
>>> sp = pd.arrays.SparseArray([1, np.nan])
>>> mapped = sp.map(lambda x: np.nan)
>>> pd.isna(mapped.fill_value)
True
>>> pd.isna(mapped.sp_values)[0]
True
Issue Description
The current implementation of SparseArray.map
allows the fill value to be included in the sparse values, causing potential problems.
Expected Behavior
SparseArray.map
It should raise or recalculate the sparse array.
Installed Versions
Replace this line with the output of pd.show_versions()