How to use _flatten_dtypesdict method in pandera

Best Python code snippet using pandera_python

test_dtypes.py

Source:test_dtypes.py Github

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...274 assert df.equals(coerced_df)275 assert expected_dtype.check(276 pandas_engine.Engine.dtype(coerced_df["col"].dtype)277 )278def _flatten_dtypesdict(*dtype_kinds):279 return [280 (datatype, pd_dtype)281 for dtype_kind in dtype_kinds282 for datatype, pd_dtype in dtype_kind.items()283 ]284numeric_dtypes = _flatten_dtypesdict(285 int_dtypes,286 uint_dtypes,287 float_dtypes,288 complex_dtypes,289 boolean_dtypes,290)291nullable_numeric_dtypes = _flatten_dtypesdict(292 nullable_int_dtypes,293 nullable_uint_dtypes,294 NULLABLE_FLOAT_DTYPES,295 nullable_boolean_dtypes,296 *([NULLABLE_FLOAT_DTYPES] if NULLABLE_FLOAT_DTYPES else []),297)298nominal_dtypes = _flatten_dtypesdict(299 string_dtypes,300 nullable_string_dtypes,301 category_dtypes,302)303@pytest.mark.parametrize(304 "dtypes, examples",305 [306 (numeric_dtypes, [1]),307 (nullable_numeric_dtypes, [1, None]),308 (nominal_dtypes, ["A", "B"]),309 ],310)311@hypothesis.given(st.data())312def test_coerce_cast(dtypes, examples, data):...

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