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ENH: support downcasting of nullable EAs in pd.to_numeric #38746
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -7,6 +7,9 @@ | |
| ensure_object, | ||
| is_datetime_or_timedelta_dtype, | ||
| is_decimal, | ||
| is_extension_array_dtype, | ||
| is_float_dtype, | ||
| is_integer_dtype, | ||
| is_number, | ||
| is_numeric_dtype, | ||
| is_scalar, | ||
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@@ -15,6 +18,8 @@ | |
| from pandas.core.dtypes.generic import ABCIndex, ABCSeries | ||
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| import pandas as pd | ||
| from pandas.core.arrays.numeric import NumericArray | ||
| from pandas.core.construction import extract_array | ||
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| def to_numeric(arg, errors="raise", downcast=None): | ||
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@@ -118,10 +123,14 @@ def to_numeric(arg, errors="raise", downcast=None): | |
| is_series = False | ||
| is_index = False | ||
| is_scalars = False | ||
| is_numeric_extension_dtype = False | ||
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| if isinstance(arg, ABCSeries): | ||
| is_series = True | ||
| values = arg.values | ||
| if is_extension_array_dtype(arg) and isinstance(values, NumericArray): | ||
| is_numeric_extension_dtype = True | ||
| values = extract_array(arg) | ||
| elif isinstance(arg, ABCIndex): | ||
| is_index = True | ||
| if needs_i8_conversion(arg.dtype): | ||
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@@ -142,6 +151,12 @@ def to_numeric(arg, errors="raise", downcast=None): | |
| else: | ||
| values = arg | ||
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| if is_numeric_extension_dtype or ( | ||
| is_extension_array_dtype(arg) and isinstance(values, NumericArray) | ||
| ): | ||
| is_numeric_extension_dtype = True | ||
| mask, values = values._mask, values._data | ||
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| values_dtype = getattr(values, "dtype", None) | ||
| if is_numeric_dtype(values_dtype): | ||
| pass | ||
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@@ -188,6 +203,16 @@ def to_numeric(arg, errors="raise", downcast=None): | |
| if values.dtype == dtype: | ||
| break | ||
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| if is_numeric_extension_dtype: | ||
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| if is_integer_dtype(values): | ||
| from pandas.core.arrays import IntegerArray | ||
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| values = IntegerArray(values, mask) | ||
| elif is_float_dtype(values): | ||
| from pandas.core.arrays import FloatingArray | ||
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| values = FloatingArray(values, mask) | ||
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| if is_series: | ||
| return arg._constructor(values, index=arg.index, name=arg.name) | ||
| elif is_index: | ||
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
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@@ -725,3 +725,19 @@ def test_to_numeric_from_nullable_string(values, expected): | |
| s = Series(values, dtype="string") | ||
| result = to_numeric(s) | ||
| tm.assert_series_equal(result, expected) | ||
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| @pytest.mark.parametrize( | ||
| "data, input_dtype, downcast, expected_dtype", | ||
| ( | ||
| ([1, 1], "Int64", "integer", "Int8"), | ||
| ([450, 300], "Int64", "integer", "Int16"), | ||
| ([1, 1], "Float64", "float", "Float32"), | ||
| ([1, 1], "Float64", "integer", "Int8"), | ||
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|
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| ), | ||
| ) | ||
| def test_downcast_nullable_numeric(data, input_dtype, downcast, expected_dtype): | ||
| arr = pd.array(data, dtype=input_dtype) | ||
| result = pd.to_numeric(arr, downcast=downcast) | ||
| expected = pd.array(data, dtype=expected_dtype) | ||
| tm.assert_extension_array_equal(result, expected) | ||
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Is this extract_array line needed? (the
values = arg.valuesfrom above should have worked fine, I think)There was a problem hiding this comment.
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It's not, I reverted this bit