How to use test_head_dataframe_schema method in pandera

Best Python code snippet using pandera_python

test_schemas.py

Source:test_schemas.py Github

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...541 with pytest.raises(errors.SchemaError):542 schema(data)543 return544 schema(data)545def test_head_dataframe_schema() -> None:546 """Test that schema can validate head of dataframe, returns entire547 dataframe."""548 df = pd.DataFrame(549 {"col1": list(range(0, 100)) + list(range(-1, -1001, -1))}550 )551 schema = DataFrameSchema(552 columns={"col1": Column(int, Check(lambda s: s >= 0))}553 )554 # Validating with head of 100 should pass555 assert schema.validate(df, head=100).equals(df)556 with pytest.raises(errors.SchemaError):557 schema.validate(df)558def test_tail_dataframe_schema() -> None:559 """Checks that validating the tail of a dataframe validates correctly."""...

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