How to use test_check_decorators method in pandera

Best Python code snippet using pandera_python

test_schemas_on_koalas.py

Source:test_schemas_on_koalas.py Github

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...432 valid_check_result = check(ks.Series([valid] * 3))433 invalid_check_result = check(ks.Series([invalid] * 3))434 assert valid_check_result.check_passed435 assert not invalid_check_result.check_passed436def test_check_decorators():437 # pylint: disable=missing-class-docstring438 """Test that pandera decorators work with koalas."""439 in_schema = pa.DataFrameSchema({"a": pa.Column(int)})440 out_schema = in_schema.add_columns({"b": pa.Column(int)})441 # pylint: disable=too-few-public-methods442 class InSchema(pa.SchemaModel):443 a: pa.typing.koalas.Series[int]444 class OutSchema(InSchema):445 b: pa.typing.koalas.Series[int]446 @pa.check_input(in_schema)447 @pa.check_output(out_schema)448 def function_check_input_output(df: ks.DataFrame) -> ks.DataFrame:449 df["b"] = df["a"] + 1450 return df...

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test_schemas_on_modin.py

Source:test_schemas_on_modin.py Github

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...346 valid_check_result = check(mpd.Series([valid] * 3))347 invalid_check_result = check(mpd.Series([invalid] * 3))348 assert valid_check_result.check_passed349 assert not invalid_check_result.check_passed350def test_check_decorators():351 # pylint: disable=missing-class-docstring352 """Test that pandera decorators work with koalas."""353 in_schema = pa.DataFrameSchema({"a": pa.Column(int)})354 out_schema = in_schema.add_columns({"b": pa.Column(int)})355 # pylint: disable=too-few-public-methods356 class InSchema(pa.SchemaModel):357 a: pa.typing.modin.Series[int]358 class OutSchema(InSchema):359 b: pa.typing.modin.Series[int]360 @pa.check_input(in_schema)361 @pa.check_output(out_schema)362 def function_check_input_output(df: mpd.DataFrame) -> mpd.DataFrame:363 df["b"] = df["a"] + 1364 return df...

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