How to use custom_in_range method in pandera

Best Python code snippet using pandera_python

test_extensions.py

Source:test_extensions.py Github

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...208 statistics=["min_value", "max_value"],209 supported_types=(pd.Series, pd.DataFrame),210 check_type="vectorized",211 )212 def custom_in_range(pandas_obj, min_value, max_value):213 return (min_value <= pandas_obj) & (pandas_obj <= max_value)214 class Schema(pa.SchemaModel):215 """Schema that uses registered checks in Field."""216 col1: pa.typing.Series[int] = pa.Field(custom_gt=100)217 col2: pa.typing.Series[float] = pa.Field(218 custom_in_range={"min_value": -10, "max_value": 10}219 )220 class Config:221 coerce = True222 data = pd.DataFrame(223 {224 "col1": [101, 1000, 2000],225 "col2": [-5.0, 0.0, 6.0],226 }...

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