How to use test_dataframe_schema method in pandera

Best Python code snippet using pandera_python

test_geopandas.py

Source:test_geopandas.py Github

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...4from shapely.geometry import Polygon5import pandera as pa6from pandera.typing import Series7from pandera.typing.geopandas import GeoDataFrame, GeoSeries8def test_dataframe_schema():9 """Test that DataFrameSchema works on GeoDataFrames."""10 geo_df = gpd.GeoDataFrame(11 {12 "geometry": [13 Polygon(((0, 0), (0, 1), (1, 1), (1, 0))),14 Polygon(((0, 0), (0, -1), (-1, -1), (-1, 0))),15 ],16 }17 )18 for geo_schema in [19 pa.DataFrameSchema({"geometry": pa.Column("geometry")}),20 pa.DataFrameSchema({"geometry": pa.Column(gpd.array.GeometryDtype)}),21 pa.DataFrameSchema({"geometry": pa.Column(gpd.array.GeometryDtype())}),22 ]:...

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test_data_schema.py

Source:test_data_schema.py Github

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1from mvalidators.data_schema import InputDataFrameSchema, PreprocessedDataSchema2def test_dataframe_schema(test_df, test_model):3 temp = test_model.preprocess(InputDataFrameSchema(test_df))4 temp = test_model.train_encode(temp)...

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