repo_id stringclasses 400
values | cross_repo_split stringclasses 1
value | commit_index int32 0 1.19k | commit_sha stringlengths 40 40 | in_repo_split stringclasses 3
values | test_file stringlengths 7 121 | file_split stringclasses 3
values | split_group stringlengths 18 150 | lineno int32 1 5.24k | col_offset int32 0 165 | assertion_type stringclasses 35
values | test_function stringlengths 0 141 | prefix large_stringlengths 7 258k | target stringlengths 1 29.2k | assertion_event_type stringclasses 2
values | assertion_event_id stringlengths 64 64 | assertion_anchor large_stringlengths 14 176k | old_target stringlengths 1 11.2k ⌀ | old_lineno int32 2 4.91k ⌀ | old_col_offset int32 0 165 ⌀ |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
unionai-oss/pandera | train | 238 | 6c3efcced1d3161a8b3bb048a013ebed54862de8 | train | tests/core/test_checks.py | train | unionai-oss/pandera:tests/core/test_checks.py | 504 | 9 | pytest.raises | test_check_backend_not_found | """Tests the way Columns are Checked"""
import copy
import pandas as pd
import pytest
from pandera import (
Bool,
Check,
Column,
DataFrameSchema,
Float,
Index,
Int,
SeriesSchema,
String,
errors,
)
from pandera.backends.pandas import error_formatters
def test_vectorized_check... | KeyError, match="Backend not found for class") | added | 0ab11c6a2444e955b7be1f18bb2a830bd738a0917711ef8c680bcfff952df2f2 | pytest.raises|test_check_backend_not_found|"""Tests the way Columns are Checked""" import copy import pandas as pd import pytest from pandera import ( Bool, Check, Column, DataFrameSchema, Float, Index, Int, SeriesSchema, String, errors, ) from pandera.backends.pandas import error_formatters def test_vectorized_checks(... | null | null | null |
unionai-oss/pandera | train | 238 | 6c3efcced1d3161a8b3bb048a013ebed54862de8 | train | tests/core/test_checks_builtin.py | train | unionai-oss/pandera:tests/core/test_checks_builtin.py | 60 | 4 | assert | """Tests for builtin checks in pandera.api.checks.Check
"""
import pickle
from typing import Iterable
import pandas as pd
import pytest
from pandera.api.checks import Check
from pandera.api.pandas.array import SeriesSchema
from pandera.api.pandas.components import Column
from pandera.api.pandas.container import Data... | series | modified | 7e2a03bb6fd4151a4e6ddde9d6d65c256ba142deb105902cb0b51f90b8df72d4 | assert||"""Tests for builtin checks in pandera.api.checks.Check """ import pickle from typing import Iterable import pandas as pd import pytest from pandera.api.checks import Check from pandera.api.pandas.array import SeriesSchema from pandera.api.pandas.components import Column from pandera.api.pandas.container import... | series | 60 | 4 | |
unionai-oss/pandera | train | 238 | 6c3efcced1d3161a8b3bb048a013ebed54862de8 | train | tests/core/test_checks_builtin.py | train | unionai-oss/pandera:tests/core/test_checks_builtin.py | 682 | 13 | pytest.raises | test_argument_check | """Tests for builtin checks in pandera.api.checks.Check
"""
import pickle
from typing import Iterable
import pandas as pd
import pytest
from pandera.api.checks import Check
from pandera.api.pandas.array import SeriesSchema
from pandera.api.pandas.components import Column
from pandera.api.pandas.container import Data... | ValueError) | added | 476cf14cb0fa8fe8fc743079c85b3056faa3bea263a9cd27ea794dff30e047b3 | pytest.raises|test_argument_check|"""Tests for builtin checks in pandera.api.checks.Check """ import pickle from typing import Iterable import pandas as pd import pytest from pandera.api.checks import Check from pandera.api.pandas.array import SeriesSchema from pandera.api.pandas.components import Column from pandera.a... | null | null | null |
unionai-oss/pandera | train | 238 | 6c3efcced1d3161a8b3bb048a013ebed54862de8 | train | tests/core/test_checks_builtin.py | train | unionai-oss/pandera:tests/core/test_checks_builtin.py | 1,041 | 9 | pytest.raises | test_unique_values_eq_raise_error | """Tests for builtin checks in pandera.api.checks.Check
"""
import pickle
from typing import Iterable
import pandas as pd
import pytest
from pandera.api.checks import Check
from pandera.api.pandas.array import SeriesSchema
from pandera.api.pandas.components import Column
from pandera.api.pandas.container import Data... | (TypeError, ValueError)) | added | 0b868b4c130486504f990edd09bbb030eaf9be054884944f2e2f9b4dbad4978f | pytest.raises|test_unique_values_eq_raise_error|"""Tests for builtin checks in pandera.api.checks.Check """ import pickle from typing import Iterable import pandas as pd import pytest from pandera.api.checks import Check from pandera.api.pandas.array import SeriesSchema from pandera.api.pandas.components import Column ... | null | null | null |
unionai-oss/pandera | train | 238 | 6c3efcced1d3161a8b3bb048a013ebed54862de8 | train | tests/core/test_checks_builtin.py | train | unionai-oss/pandera:tests/core/test_checks_builtin.py | 1,060 | 4 | assert | test_check_pickling | """Tests for builtin checks in pandera.api.checks.Check
"""
import pickle
from typing import Iterable
import pandas as pd
import pytest
from pandera.api.checks import Check
from pandera.api.pandas.array import SeriesSchema
from pandera.api.pandas.components import Column
from pandera.api.pandas.container import Data... | loaded_check(valid_data).check_passed | modified | fe719607c25422587fca164ed7816a1c3ad079913ed2e080b0091b955271381e | assert|test_check_pickling|"""Tests for builtin checks in pandera.api.checks.Check """ import pickle from typing import Iterable import pandas as pd import pytest from pandera.api.checks import Check from pandera.api.pandas.array import SeriesSchema from pandera.api.pandas.components import Column from pandera.api.pand... | not loaded_check(invalid_data).check_passed | 1,057 | 4 |
unionai-oss/pandera | train | 239 | 850dcf8e59632d54bc9a6df47b9ca08afa089a27 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 303 | 9 | pytest.raises | test_invalid_pandas_extension_dtype | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
import dataclasses
import datetime
import inspect
import re
import sys
from decimal import Decimal
fr... | TypeError) | modified | ef9be702b2f76ca757089024158c46dec10df63f800c0b72e7b385cfdff74fd8 | pytest.raises|test_invalid_pandas_extension_dtype|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter import dataclasses import datetime import inspect i... | TypeError) | 303 | 9 |
unionai-oss/pandera | train | 239 | 850dcf8e59632d54bc9a6df47b9ca08afa089a27 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 519 | 4 | assert | test_default_numeric_dtypes | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
import dataclasses
import datetime
import inspect
import re
import sys
from decimal import Decimal
fr... | pandas_engine.Engine.dtype(complex) | modified | 0b3c93b84af1b7860d856c4fc35b7448c920ed63901ba7b46a7e9f4144db251b | assert|test_default_numeric_dtypes|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter import dataclasses import datetime import inspect import re import... | pandas_engine.Engine.dtype(complex) | 519 | 4 |
unionai-oss/pandera | train | 239 | 850dcf8e59632d54bc9a6df47b9ca08afa089a27 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 611 | 4 | assert | test_is_int | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
import dataclasses
import datetime
import inspect
import re
import sys
from decimal import Decimal
fr... | expected | modified | b4526a008c13e2baee69c0f1ca0ce47303e1284062d0a27d7103e45bb8270cba | assert|test_is_int|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter import dataclasses import datetime import inspect import re import sys from decima... | expected | 611 | 4 |
unionai-oss/pandera | train | 239 | 850dcf8e59632d54bc9a6df47b9ca08afa089a27 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 671 | 4 | assert | test_is_string | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
import dataclasses
import datetime
import inspect
import re
import sys
from decimal import Decimal
fr... | expected | modified | 879886a07dff0e778fe64ab6bb292eed481caaf02e201e1986dae0c507c6d2db | assert|test_is_string|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter import dataclasses import datetime import inspect import re import sys from dec... | expected | 671 | 4 |
unionai-oss/pandera | train | 239 | 850dcf8e59632d54bc9a6df47b9ca08afa089a27 | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 79 | 9 | pytest.raises | test_invalid_typed_dataframe | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.typing import DataFrame, Series
from pandera.engines.utils import pydantic_version
try:
from pydantic import... | ValueError) | added | 3119ce0bfac1c817697a173dbfbad6df1ebabc5364ea094a026dbd12b9b3c55c | pytest.raises|test_invalid_typed_dataframe|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.typing import DataFrame, Series from pandera.engines.utils import pydant... | null | null | null |
unionai-oss/pandera | train | 239 | 850dcf8e59632d54bc9a6df47b9ca08afa089a27 | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 85 | 4 | assert | test_dataframemodel | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.typing import DataFrame, Series
from pandera.engines.utils import pydantic_version
try:
from pydantic import... | isinstance( DataFrameModelPydantic(pa_schema=SimpleSchema), DataFrameModelPydantic, ) | added | d90c81b866e0df0470fe62edaebe739163884dfe434f1feda7f79c512a179baf | assert|test_dataframemodel|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.typing import DataFrame, Series from pandera.engines.utils import pydantic_version try: ... | null | null | null |
unionai-oss/pandera | train | 239 | 850dcf8e59632d54bc9a6df47b9ca08afa089a27 | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 155 | 4 | assert | test_seriesschema | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.typing import DataFrame, Series
from pandera.engines.utils import pydantic_version
try:
from pydantic import... | isinstance( SeriesSchemaPydantic( pa_series_schema=pa.SeriesSchema(), pa_column=pa.Column(), pa_index=pa.Index(), ), SeriesSchemaPydantic, ) | added | 44479732a2f3b8bd44c8b8f6ebd055fb6d9d9bebe395861c46672b860ce5eb88 | assert|test_seriesschema|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.typing import DataFrame, Series from pandera.engines.utils import pydantic_version try: fr... | null | null | null |
unionai-oss/pandera | train | 239 | 850dcf8e59632d54bc9a6df47b9ca08afa089a27 | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 173 | 9 | pytest.raises | test_invalid_seriesschema | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.typing import DataFrame, Series
from pandera.engines.utils import pydantic_version
try:
from pydantic import... | TypeError if PYDANTIC_V2 else ValidationError) | added | 3df00b34878d8331f56c2478fcd260f530690ac6a60110a8551c83284bd24783 | pytest.raises|test_invalid_seriesschema|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.typing import DataFrame, Series from pandera.engines.utils import pydantic_... | null | null | null |
unionai-oss/pandera | train | 240 | c240b1bf015ffbb41c6b6c94471729bc507ce9e9 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 81 | 8 | assert | test_mypy_pandas_dataframe | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | expected["errcode"] | modified | e93b27da290e72b88d76bb24fc43ec8d143900aa68102b78acfb1b4c649a7d5a | assert|test_mypy_pandas_dataframe|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subprocess imp... | expected["msg"] == error["msg"] or re.match( expected["msg"], error["msg"] ) | 78 | 8 |
unionai-oss/pandera | train | 240 | c240b1bf015ffbb41c6b6c94471729bc507ce9e9 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 102 | 8 | assert | test_pandera_runtime_errors | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | "age" | added | 0ace71eddef84586eea0482651ad9deb52b4bef7eb84aca792d107bd3a6b07a4 | assert|test_pandera_runtime_errors|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subprocess im... | null | null | null |
unionai-oss/pandera | train | 240 | c240b1bf015ffbb41c6b6c94471729bc507ce9e9 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 200 | 4 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | len(resulting_errors) | added | f504086706fde991c5dbc9e9070bb7e06b46766f01af7a9598f4ad61afe45f6f | assert|test_pandas_stubs_false_positives|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subproc... | null | null | null |
unionai-oss/pandera | train | 240 | c240b1bf015ffbb41c6b6c94471729bc507ce9e9 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 203 | 8 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | expected["msg"] == error["msg"] or re.match( expected["msg"], error["msg"] ) | added | 1e4b853938701ca505d99ebb2edec702471a44743ab2d9a61f871d54c3891ba2 | assert|test_pandas_stubs_false_positives|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subproc... | null | null | null |
unionai-oss/pandera | train | 241 | 4f9ef29dd9c397d27fc0d638677fab362208451a | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 287 | 4 | assert | test_datatype_call | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
i... | ["1", "2", "3", "4", "5"] | modified | e5a76707d498c051154f1d77a5ae7f14a766560af5a5530926d7e5f0392c8415 | assert|test_datatype_call|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-object import dataclasses import datetime ... | ["1", "2", "3", "4", "5"] | 286 | 4 |
unionai-oss/pandera | train | 241 | 4f9ef29dd9c397d27fc0d638677fab362208451a | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 490 | 4 | assert | test_coerce_dt | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
i... | expected | modified | 35e6cf0776937a4f07e09c24a5ebe0a8a89c2de485a48ad06ffafdcd550a852d | assert|test_coerce_dt|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-object import dataclasses import datetime impo... | expected | 489 | 4 |
unionai-oss/pandera | train | 241 | 4f9ef29dd9c397d27fc0d638677fab362208451a | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 497 | 4 | assert | test_coerce_string | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
i... | isinstance(coerced[0], str) | modified | 7f2a475a5698a5e4a73b8d66fe231fc100540dbf6a1938ab0aaa1f064de557a7 | assert|test_coerce_string|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-object import dataclasses import datetime ... | isinstance(coerced[0], str) | 496 | 4 |
unionai-oss/pandera | train | 241 | 4f9ef29dd9c397d27fc0d638677fab362208451a | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 707 | 4 | assert | test_pandera_timedelta_dtype | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
i... | "timedelta" | modified | 4a9d4ffd537b3cda37ad6f40a471057c52a57e63a0dca28d093c31357ff813a9 | assert|test_pandera_timedelta_dtype|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-object import dataclasses import... | "timedelta" | 706 | 4 |
unionai-oss/pandera | train | 242 | d46b3b94a76fae77d3825670fc2e0c5ffc67db2f | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 826 | 8 | assert | test_python_typing_handle_empty_list_dict_and_none | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
i... | validated_data.equals(expected) | modified | 729c3ae124bd00e9a3961a4aa20d8935f9ba3344b852b8ccbaca59529534ca10 | assert|test_python_typing_handle_empty_list_dict_and_none|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-object imp... | validated_data.equals(expected) | 826 | 8 |
unionai-oss/pandera | train | 242 | d46b3b94a76fae77d3825670fc2e0c5ffc67db2f | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 828 | 13 | pytest.raises | test_python_typing_handle_empty_list_dict_and_none | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
i... | pa.errors.SchemaError) | modified | 11a5b1c799de8fb3c1102b5acc5c775ac702564c56e6cac22c3db04434110c03 | pytest.raises|test_python_typing_handle_empty_list_dict_and_none|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-obj... | pa.errors.SchemaError) | 828 | 13 |
unionai-oss/pandera | train | 242 | d46b3b94a76fae77d3825670fc2e0c5ffc67db2f | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 877 | 13 | pytest.raises | test_python_std_list_dict_empty_and_none | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
i... | pa.errors.SchemaError) | modified | d388ebb5a09efbfef559d3a28a971c3238e3571faeeb02ff6b9310c58af88230 | pytest.raises|test_python_std_list_dict_empty_and_none|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-object import... | pa.errors.SchemaError) | 877 | 13 |
unionai-oss/pandera | train | 242 | d46b3b94a76fae77d3825670fc2e0c5ffc67db2f | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 900 | 8 | assert | test_python_std_list_dict_error | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
i... | { "foo": 1, "bar": "2", } | added | c75314f0cbd859cd340a63df757a0a1cefe871433fcf9b83ab4daf08a945e8fb | assert|test_python_std_list_dict_error|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-object import dataclasses imp... | null | null | null |
unionai-oss/pandera | train | 243 | 4425ad8012342960c98f673206a4149ce4cd22dc | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 670 | 4 | assert | test_series_schema_with_index | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | (validated_series_multiindex.index == multi_index).all() | added | 6b7f7b2556e49b7f9760b7a199a0aee9255bcf07024ef90edb192d894457e99a | assert|test_series_schema_with_index|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy ... | null | null | null |
unionai-oss/pandera | train | 243 | 4425ad8012342960c98f673206a4149ce4cd22dc | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 881 | 4 | assert | test_head_dataframe_schema | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | schema.validate(df, head=100).equals(df) | added | f23d5bd6ab74e6252d4629e963f876e7eb5c497e0a6472b48846ed71bbd7f00e | assert|test_head_dataframe_schema|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as ... | null | null | null |
unionai-oss/pandera | train | 243 | 4425ad8012342960c98f673206a4149ce4cd22dc | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,376 | 8 | assert | test_lazy_dataframe_validation_nullable | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | err.failure_cases.query("check == 'not_nullable'") .failure_case.isna() .all() | added | ff57604c0cb856ffec75654e3a02680c093b088d100f47602b2a1e5505e321ad | assert|test_lazy_dataframe_validation_nullable|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union imp... | null | null | null |
unionai-oss/pandera | train | 243 | 4425ad8012342960c98f673206a4149ce4cd22dc | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,473 | 8 | assert_* | test_lazy_dataframe_validation_nullable_with_checks | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | expected_failure_cases) | added | aac30307361950bc88dc2768e87c875e70e7b15a02073d72b8ab595ea3aefcfa | assert_*|test_lazy_dataframe_validation_nullable_with_checks|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, T... | null | null | null |
unionai-oss/pandera | train | 244 | 0c4877871f856207f2e53f100ade96d939073cf5 | train | tests/pyspark/test_pyspark_dtypes.py | val | unionai-oss/pandera:tests/pyspark/test_pyspark_dtypes.py | 60 | 16 | assert | """Unit tests for pyspark container."""
from typing import Any
import pyspark
import pyspark.sql.types as T
from pyspark.sql import DataFrame
from pandera.pyspark import DataFrameSchema, Column
from tests.pyspark.conftest import spark_df
from pandera.config import PanderaConfig
from pandera.backends.pyspark.decorator... | False | modified | a49e03c09c9565dad1780aa89a919129ae109fff2d95b7e7c774eacf28bf19d9 | assert||"""Unit tests for pyspark container.""" from typing import Any import pyspark import pyspark.sql.types as T from pyspark.sql import DataFrame from pandera.pyspark import DataFrameSchema, Column from tests.pyspark.conftest import spark_df from pandera.config import PanderaConfig from pandera.backends.pyspark.dec... | False | 59 | 16 | |
unionai-oss/pandera | train | 244 | 0c4877871f856207f2e53f100ade96d939073cf5 | train | tests/pyspark/test_pyspark_dtypes.py | val | unionai-oss/pandera:tests/pyspark/test_pyspark_dtypes.py | 183 | 8 | assert | test_pyspark_decimal_parameterized_types | """Unit tests for pyspark container."""
from typing import Any
import pyspark
import pyspark.sql.types as T
from pyspark.sql import DataFrame
from pandera.pyspark import DataFrameSchema, Column
from tests.pyspark.conftest import spark_df
from pandera.config import PanderaConfig
from pandera.backends.pyspark.decorator... | { "WRONG_DATATYPE": [ { "schema": None, "column": "price", "check": "dtype('DecimalType(20,3)')", "error": "expected column 'price' to have type DecimalType(20,3), " "got DecimalType(20,5)", } ] } | modified | aa97c076e5bc0b92c1f30e6266a0c99c0b8899498f515344f11ed52f259cd271 | assert|test_pyspark_decimal_parameterized_types|"""Unit tests for pyspark container.""" from typing import Any import pyspark import pyspark.sql.types as T from pyspark.sql import DataFrame from pandera.pyspark import DataFrameSchema, Column from tests.pyspark.conftest import spark_df from pandera.config import Pandera... | { "WRONG_DATATYPE": [ { "schema": None, "column": "price", "check": "dtype('DecimalType(20,3)')", "error": "expected column 'price' to have type DecimalType(20,3), " "got DecimalType(20,5)", } ] } | 182 | 8 |
unionai-oss/pandera | train | 244 | 0c4877871f856207f2e53f100ade96d939073cf5 | train | tests/pyspark/test_pyspark_dtypes.py | val | unionai-oss/pandera:tests/pyspark/test_pyspark_dtypes.py | 372 | 8 | assert | test_pyspark_array_type | """Unit tests for pyspark container."""
from typing import Any
import pyspark
import pyspark.sql.types as T
from pyspark.sql import DataFrame
from pandera.pyspark import DataFrameSchema, Column
from tests.pyspark.conftest import spark_df
from pandera.config import PanderaConfig
from pandera.backends.pyspark.decorator... | { "WRONG_DATATYPE": [ { "schema": None, "column": "customer_details", "check": f"dtype('{str(T.ArrayType(T.ArrayType(T.IntegerType(), True), True))}')", "error": f"expected column 'customer_details' to have type {str(T.ArrayType(T.ArrayType(T.IntegerType(), True), True))}, got {str(T.ArrayType(T.ArrayType(T.StringType(... | added | 700d38190f425320450f8aff3060399706270c909c08f1f68a1788995e819cf7 | assert|test_pyspark_array_type|"""Unit tests for pyspark container.""" from typing import Any import pyspark import pyspark.sql.types as T from pyspark.sql import DataFrame from pandera.pyspark import DataFrameSchema, Column from tests.pyspark.conftest import spark_df from pandera.config import PanderaConfig from pande... | null | null | null |
unionai-oss/pandera | train | 244 | 0c4877871f856207f2e53f100ade96d939073cf5 | train | tests/pyspark/test_pyspark_dtypes.py | val | unionai-oss/pandera:tests/pyspark/test_pyspark_dtypes.py | 394 | 8 | assert | test_pyspark_map_type | """Unit tests for pyspark container."""
from typing import Any
import pyspark
import pyspark.sql.types as T
from pyspark.sql import DataFrame
from pandera.pyspark import DataFrameSchema, Column
from tests.pyspark.conftest import spark_df
from pandera.config import PanderaConfig
from pandera.backends.pyspark.decorator... | { "WRONG_DATATYPE": [ { "schema": None, "column": "product_details", "check": f"dtype('{str(T.MapType(T.StringType(), T.IntegerType(), True))}')", "error": f"expected column 'product_details' to have type {str(T.MapType(T.StringType(), T.IntegerType(), True))}, got {str(T.MapType(T.StringType(), T.StringType(), True))}... | added | eed0ca02749e455f48d1e5891fe3a22913a5e91a2f554fb2c2c317e6364b3ceb | assert|test_pyspark_map_type|"""Unit tests for pyspark container.""" from typing import Any import pyspark import pyspark.sql.types as T from pyspark.sql import DataFrame from pandera.pyspark import DataFrameSchema, Column from tests.pyspark.conftest import spark_df from pandera.config import PanderaConfig from pandera... | null | null | null |
unionai-oss/pandera | train | 245 | cf6b5e45dfb0cd593f948b12a2a327bbf3699657 | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 325 | 4 | assert | test_optional_column | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
from pandera.config import PanderaConfig, ValidationDe... | not schema.columns[ "b" ].required | added | 98d81e3b0a637706836aad489f6c7a2c5ad7b54bafdf24144786f686c3f1ce73 | assert|test_optional_column|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.api.extensions as pax import pandera.pyspark as pa from pandera.config import P... | null | null | null |
unionai-oss/pandera | train | 245 | cf6b5e45dfb0cd593f948b12a2a327bbf3699657 | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 328 | 4 | assert | test_optional_column | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
from pandera.config import PanderaConfig, ValidationDe... | not schema.columns[ "c" ].required | added | e89e50410638556c4133f7f344485113a4dd3692cf9be1c3ec657b217cd7e5b6 | assert|test_optional_column|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.api.extensions as pax import pandera.pyspark as pa from pandera.config import P... | null | null | null |
unionai-oss/pandera | train | 245 | cf6b5e45dfb0cd593f948b12a2a327bbf3699657 | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 361 | 9 | pytest.raises | test_invalid_field | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
from pandera.config import PanderaConfig, ValidationDe... | pandera.errors.SchemaInitError, match="'a' can only be assigned a 'Field'") | added | 522c1e6ec63784154a5412ec20f8d7beb56c836344e960b65364b2502ce5fce5 | pytest.raises|test_invalid_field|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.api.extensions as pax import pandera.pyspark as pa from pandera.config imp... | null | null | null |
unionai-oss/pandera | train | 245 | cf6b5e45dfb0cd593f948b12a2a327bbf3699657 | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 395 | 4 | assert | test_registered_dataframemodel_checks | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
from pandera.config import PanderaConfig, ValidationDe... | not out.pandera.errors | added | 9cd7d6b20cbc4af00aec1a9fd4abf394a0ca93661f8547f26ea12dbd18f0b540 | assert|test_registered_dataframemodel_checks|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.api.extensions as pax import pandera.pyspark as pa from pander... | null | null | null |
unionai-oss/pandera | train | 246 | de0ec5f10132c1fdefffc4e4673aadff539531ee | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 67 | 8 | assert | test_schema_only | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
DataFrameModel,
... | expected | modified | eb98bd2f995040f80edc68a77a9fad41842881d3ef268260a12b291cf725b293 | assert|test_schema_only|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Column, DataFrameMo... | expected | 67 | 8 |
unionai-oss/pandera | train | 246 | de0ec5f10132c1fdefffc4e4673aadff539531ee | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 145 | 8 | assert | test_data_only | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
DataFrameModel,
... | expected | modified | 1283ace515d5f278e97699fd30ed3547e7db1557200a074dbe2d20bc2a419e74 | assert|test_data_only|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Column, DataFrameMode... | expected | 145 | 8 |
unionai-oss/pandera | train | 246 | de0ec5f10132c1fdefffc4e4673aadff539531ee | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 230 | 8 | assert | test_schema_and_data | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
DataFrameModel,
... | expected | modified | e0a6763f98474582453a6010df01dc6a828a3dd9dbea44e46c3f632ad65e734c | assert|test_schema_and_data|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Column, DataFra... | expected | 230 | 8 |
unionai-oss/pandera | train | 246 | de0ec5f10132c1fdefffc4e4673aadff539531ee | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 325 | 8 | assert | test_schema_and_data | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
DataFrameModel,
... | expected_dataframemodel["SCHEMA"] | modified | e84eafb607f18888bbec96f21376c7684b4615cc2640aa057f483b9dedcb67c0 | assert|test_schema_and_data|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Column, DataFra... | expected_dataframemodel["SCHEMA"] | 325 | 8 |
unionai-oss/pandera | train | 246 | de0ec5f10132c1fdefffc4e4673aadff539531ee | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 70 | 4 | assert | test_schema_with_bare_types_and_field | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from contextlib import nullcontext as does_not_raise
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
f... | Model.to_schema() | added | 707718144f4bd730c491484543f9beb69e8e6cf2c581eaa63cf5b87e05d33d0b | assert|test_schema_with_bare_types_and_field|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from contextlib import nullcontext as does_not_raise from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.api.exten... | null | null | null |
unionai-oss/pandera | train | 246 | de0ec5f10132c1fdefffc4e4673aadff539531ee | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 95 | 4 | assert | test_schema_with_bare_types_field_and_checks | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from contextlib import nullcontext as does_not_raise
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
f... | Model.to_schema() | added | fbe3600f469c3905e69bbad86e32592a8f7994983029a8c0f45febd6d4afc108 | assert|test_schema_with_bare_types_field_and_checks|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from contextlib import nullcontext as does_not_raise from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.ap... | null | null | null |
unionai-oss/pandera | train | 246 | de0ec5f10132c1fdefffc4e4673aadff539531ee | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 185 | 4 | assert | test_pyspark_bare_fields | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from contextlib import nullcontext as does_not_raise
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
f... | None | added | b0bf59e5852330a8e77734e64af40ad902d2c88df6ea035b418fd27e0c2ed821 | assert|test_pyspark_bare_fields|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from contextlib import nullcontext as does_not_raise from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.api.extensions as pax ... | null | null | null |
unionai-oss/pandera | train | 246 | de0ec5f10132c1fdefffc4e4673aadff539531ee | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 324 | 9 | pytest.raises | test_dataframe_schema_unique_wrong_column | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from contextlib import nullcontext as does_not_raise
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
f... | SchemaDefinitionError) | added | 44d15281caa748b58e9af4a36f625629577cc5bb277c544591005cd13a4e0cd6 | pytest.raises|test_dataframe_schema_unique_wrong_column|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from contextlib import nullcontext as does_not_raise from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pander... | null | null | null |
unionai-oss/pandera | train | 247 | a54d4db01ed44fea5a070290be069fad8353b150 | train | tests/geopandas/test_engine.py | test | unionai-oss/pandera:tests/geopandas/test_engine.py | 21 | 4 | assert | test_engine_geometry_simple | """Unit tests for the geopandas engine dtype Geometry."""
import shapely
import numpy as np
import pandas as pd
import geopandas as gpd
import pytest
from shapely.geometry import Point
import pandera as pa
from pandera.engines.pandas_engine import Geometry, DateTime
def test_engine_geometry_simple():
"""Test Ge... | "EPSG:4326" | added | 39211122ea69e28227aa45f69460817309dd68a9e85b7daa3ca0be72f67bec76 | assert|test_engine_geometry_simple|"""Unit tests for the geopandas engine dtype Geometry.""" import shapely import numpy as np import pandas as pd import geopandas as gpd import pytest from shapely.geometry import Point import pandera as pa from pandera.engines.pandas_engine import Geometry, DateTime def test_engine_ge... | null | null | null |
unionai-oss/pandera | train | 247 | a54d4db01ed44fea5a070290be069fad8353b150 | train | tests/geopandas/test_engine.py | test | unionai-oss/pandera:tests/geopandas/test_engine.py | 163 | 4 | assert | test_engine_geometry_coerce_crs | """Unit tests for the geopandas engine dtype Geometry."""
import shapely
import numpy as np
import pandas as pd
import geopandas as gpd
import pytest
from shapely.geometry import Point
import pandera as pa
from pandera.engines.pandas_engine import Geometry, DateTime
def test_engine_geometry_simple():
"""Test Ge... | np.all(coerced.crs == dtype.crs) | added | c98f70150e8b19f8b41ba01f38ef0ba8bc7f5273dc25298aa26c0daf738b584a | assert|test_engine_geometry_coerce_crs|"""Unit tests for the geopandas engine dtype Geometry.""" import shapely import numpy as np import pandas as pd import geopandas as gpd import pytest from shapely.geometry import Point import pandera as pa from pandera.engines.pandas_engine import Geometry, DateTime def test_engin... | null | null | null |
unionai-oss/pandera | train | 247 | a54d4db01ed44fea5a070290be069fad8353b150 | train | tests/geopandas/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/geopandas/test_from_to_format_conversions.py | 237 | 12 | assert | test_from_format | # pylint: disable=missing-class-docstring,too-few-public-methods
"""Test conversion of GeoDataFrame from and to different formats."""
import io
import json
import tempfile
from typing import Any
import pandas as pd
import geopandas as gpd
import pytest
from shapely.geometry import Point
import pandera as pa
from pa... | gdf.equals(out) | added | ecfe3002bd432b1cb939144657ed06e9526c2cf80042a27b9763c11828f849e9 | assert|test_from_format|# pylint: disable=missing-class-docstring,too-few-public-methods """Test conversion of GeoDataFrame from and to different formats.""" import io import json import tempfile from typing import Any import pandas as pd import geopandas as gpd import pytest from shapely.geometry import Point import p... | null | null | null |
unionai-oss/pandera | train | 247 | a54d4db01ed44fea5a070290be069fad8353b150 | train | tests/geopandas/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/geopandas/test_from_to_format_conversions.py | 300 | 13 | pytest.raises | test_to_format | # pylint: disable=missing-class-docstring,too-few-public-methods
"""Test conversion of GeoDataFrame from and to different formats."""
import io
import json
import tempfile
from typing import Any
import pandas as pd
import geopandas as gpd
import pytest
from shapely.geometry import Point
import pandera as pa
from pa... | ImportError) | added | b767246c2864eba9f32a712c14e7cece03a330607d8dd218b6fc14bef7257b0e | pytest.raises|test_to_format|# pylint: disable=missing-class-docstring,too-few-public-methods """Test conversion of GeoDataFrame from and to different formats.""" import io import json import tempfile from typing import Any import pandas as pd import geopandas as gpd import pytest from shapely.geometry import Point imp... | null | null | null |
unionai-oss/pandera | train | 247 | a54d4db01ed44fea5a070290be069fad8353b150 | train | tests/geopandas/test_geopandas.py | train | unionai-oss/pandera:tests/geopandas/test_geopandas.py | 112 | 4 | assert | test_schema_dtype_crs_without_coerce | """Unit tests for the geopandas integration."""
try: # python 3.9+
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import pandas as pd
import geopandas as gpd
import pytest
from shapely.geometry import Polygon, Point
import pandera as ... | isinstance(GeoDataFrame[Schema](**gdf_args), gpd.GeoDataFrame) | added | 4c76f81ad2362253489fa1e6df7d646342b00149055fa09c3705bd517a04bd62 | assert|test_schema_dtype_crs_without_coerce|"""Unit tests for the geopandas integration.""" try: # python 3.9+ from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import pandas as pd import geopandas as gpd import pytest from shapely.geometry import Pol... | null | null | null |
unionai-oss/pandera | train | 247 | a54d4db01ed44fea5a070290be069fad8353b150 | train | tests/geopandas/test_geopandas.py | train | unionai-oss/pandera:tests/geopandas/test_geopandas.py | 241 | 4 | assert | test_schema_multiple_geometry_different_crs | """Unit tests for the geopandas integration."""
try: # python 3.9+
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import pandas as pd
import geopandas as gpd
import pytest
from shapely.geometry import Polygon, Point
import pandera as ... | "EPSG:4326" | added | a17df40cbc9ae4623e02554d8b48a78bf6955b7e6de578cefa16ab54336b362c | assert|test_schema_multiple_geometry_different_crs|"""Unit tests for the geopandas integration.""" try: # python 3.9+ from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import pandas as pd import geopandas as gpd import pytest from shapely.geometry imp... | null | null | null |
unionai-oss/pandera | train | 247 | a54d4db01ed44fea5a070290be069fad8353b150 | train | tests/geopandas/test_pydantic.py | train | unionai-oss/pandera:tests/geopandas/test_pydantic.py | 34 | 4 | assert | test_pydantic_active_geometry | """Tests GeoPandas schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import pandas as pd
import geopandas as gpd
import pytest
from shapely.geometry import Point
from pydantic import BaseModel, ValidationError
import pan... | isinstance(obj.data, gpd.GeoDataFrame) | added | 782018c9c274cb8da04875bad489b6bf8c364346b04715af938fcb2faf17c1a4 | assert|test_pydantic_active_geometry|"""Tests GeoPandas schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import pandas as pd import geopandas as gpd import pytest from shapely.geometry import Point from pydantic import Ba... | null | null | null |
unionai-oss/pandera | train | 247 | a54d4db01ed44fea5a070290be069fad8353b150 | train | tests/geopandas/test_pydantic.py | train | unionai-oss/pandera:tests/geopandas/test_pydantic.py | 69 | 4 | assert | test_pydantic_inactive_geometry | """Tests GeoPandas schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import pandas as pd
import geopandas as gpd
import pytest
from shapely.geometry import Point
from pydantic import BaseModel, ValidationError
import pan... | isinstance(obj.data, gpd.GeoDataFrame) | added | 1cee7314c9f4ac7ab20492bd10e8e26c4f9a093d05d766e9ae96f9238aa21770 | assert|test_pydantic_inactive_geometry|"""Tests GeoPandas schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import pandas as pd import geopandas as gpd import pytest from shapely.geometry import Point from pydantic import ... | null | null | null |
unionai-oss/pandera | train | 248 | be1e1ae9318076596a5f49076fdad7ac49f890f1 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 85 | 8 | assert | test_mypy_pandas_dataframe | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | expected["errcode"] | added | 0c1f10ff4cbfdf7813811001ea9304938c820b95cb0607dde1b62d4886068a8b | assert|test_mypy_pandas_dataframe|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subprocess imp... | null | null | null |
unionai-oss/pandera | train | 248 | be1e1ae9318076596a5f49076fdad7ac49f890f1 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 106 | 8 | assert | test_pandera_runtime_errors | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | "age" | added | e0658100419a4d1de42d18588b42015984ced853e0922ab4a2bac93c0016abbc | assert|test_pandera_runtime_errors|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subprocess im... | null | null | null |
unionai-oss/pandera | train | 248 | be1e1ae9318076596a5f49076fdad7ac49f890f1 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 204 | 4 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | len(resulting_errors) | added | 2354da74dd2f4bc87bcb4b51ef270e0e93b8df02f5ce4cf71d9e3df117487c68 | assert|test_pandas_stubs_false_positives|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subproc... | null | null | null |
unionai-oss/pandera | train | 248 | be1e1ae9318076596a5f49076fdad7ac49f890f1 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 206 | 8 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | expected["errcode"] | added | bd404fbcd6581b38172143c4560a71bbb5e6da8b0e9b0720891c7765185c4f10 | assert|test_pandas_stubs_false_positives|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subproc... | null | null | null |
unionai-oss/pandera | train | 249 | 37c24d94ae719dcf4cdc36d1f204478539fce74a | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 179 | 4 | assert | test_pyspark_regex_column | """Unit tests for pyspark container."""
from pyspark.sql import DataFrame, SparkSession
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.errors
from pandera.config import PanderaConfig, ValidationDepth
from pandera.pyspark import DataFrameSchema, Column
spark = SparkSession.buil... | None | added | d7a82b2259fd0e0dff9cad122af7ce1e70adc3e9cf4d387ba83c04dda1d49206 | assert|test_pyspark_regex_column|"""Unit tests for pyspark container.""" from pyspark.sql import DataFrame, SparkSession import pyspark.sql.types as T import pytest import pandera.pyspark as pa import pandera.errors from pandera.config import PanderaConfig, ValidationDepth from pandera.pyspark import DataFrameSchema, C... | null | null | null |
unionai-oss/pandera | train | 249 | 37c24d94ae719dcf4cdc36d1f204478539fce74a | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 187 | 4 | assert | test_pyspark_regex_column | """Unit tests for pyspark container."""
from pyspark.sql import DataFrame, SparkSession
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.errors
from pandera.config import PanderaConfig, ValidationDepth
from pandera.pyspark import DataFrameSchema, Column
spark = SparkSession.buil... | not df_out.pandera.errors | added | 0658ee0e49676db8377601e40c3d7d391fd3746163179551e3ae9ecd22d03fee | assert|test_pyspark_regex_column|"""Unit tests for pyspark container.""" from pyspark.sql import DataFrame, SparkSession import pyspark.sql.types as T import pytest import pandera.pyspark as pa import pandera.errors from pandera.config import PanderaConfig, ValidationDepth from pandera.pyspark import DataFrameSchema, C... | null | null | null |
unionai-oss/pandera | train | 250 | 58a33091864640af15489789d53e12b9761f1e1d | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 40 | 4 | assert | test_pyspark_dataframeschema | """Unit tests for pyspark container."""
from contextlib import nullcontext as does_not_raise
from pyspark.sql import DataFrame, SparkSession
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.errors
from pandera.config import PanderaConfig, ValidationDepth
from pandera.pyspark impo... | not df_out.pandera.errors | modified | 81abc4bbc3680b31cf4ef4ba25add55d3964d7fe24868c1530ee700aac2333c5 | assert|test_pyspark_dataframeschema|"""Unit tests for pyspark container.""" from contextlib import nullcontext as does_not_raise from pyspark.sql import DataFrame, SparkSession import pyspark.sql.types as T import pytest import pandera.pyspark as pa import pandera.errors from pandera.config import PanderaConfig, Valida... | not df_out.pandera.errors | 39 | 4 |
unionai-oss/pandera | train | 250 | 58a33091864640af15489789d53e12b9761f1e1d | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 123 | 4 | assert | test_pyspark_column_metadata | """Unit tests for pyspark container."""
from contextlib import nullcontext as does_not_raise
from pyspark.sql import DataFrame, SparkSession
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.errors
from pandera.config import PanderaConfig, ValidationDepth
from pandera.pyspark impo... | expected | modified | 4431a21c89974be189d357e25f11935517e1b498c0c717066b519237ec5e7f82 | assert|test_pyspark_column_metadata|"""Unit tests for pyspark container.""" from contextlib import nullcontext as does_not_raise from pyspark.sql import DataFrame, SparkSession import pyspark.sql.types as T import pytest import pandera.pyspark as pa import pandera.errors from pandera.config import PanderaConfig, Valida... | expected | 122 | 4 |
unionai-oss/pandera | train | 250 | 58a33091864640af15489789d53e12b9761f1e1d | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 160 | 4 | assert | test_pyspark_sample | """Unit tests for pyspark container."""
from contextlib import nullcontext as does_not_raise
from pyspark.sql import DataFrame, SparkSession
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.errors
from pandera.config import PanderaConfig, ValidationDepth
from pandera.pyspark impo... | isinstance(df_out, DataFrame) | modified | 36b587159ec84392d08768653af586e21de36dc326a6831b9524c5dc4b13f34b | assert|test_pyspark_sample|"""Unit tests for pyspark container.""" from contextlib import nullcontext as does_not_raise from pyspark.sql import DataFrame, SparkSession import pyspark.sql.types as T import pytest import pandera.pyspark as pa import pandera.errors from pandera.config import PanderaConfig, ValidationDepth... | isinstance(df_out, DataFrame) | 159 | 4 |
unionai-oss/pandera | train | 250 | 58a33091864640af15489789d53e12b9761f1e1d | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 220 | 4 | assert | test_pyspark_nullable | """Unit tests for pyspark container."""
from contextlib import nullcontext as does_not_raise
from pyspark.sql import DataFrame, SparkSession
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.errors
from pandera.config import PanderaConfig, ValidationDepth
from pandera.pyspark impo... | isinstance(df_out, DataFrame) | added | e7604aaafb30efaed2ae68fcbca1cf065e338d9c959e83b502c7e6e8cd9c38f9 | assert|test_pyspark_nullable|"""Unit tests for pyspark container.""" from contextlib import nullcontext as does_not_raise from pyspark.sql import DataFrame, SparkSession import pyspark.sql.types as T import pytest import pandera.pyspark as pa import pandera.errors from pandera.config import PanderaConfig, ValidationDep... | null | null | null |
unionai-oss/pandera | train | 251 | adf0494fd1aa790410fb6371489f9c800a66e7e0 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 48 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
DataFrameModel,
... | TestSchema.validate(input_df) | modified | af535897c3208a34e8d0ad9782d334c195cf8f261e191f861bad92199bca12ed | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Column, Data... | None | 47 | 8 |
unionai-oss/pandera | train | 251 | adf0494fd1aa790410fb6371489f9c800a66e7e0 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 67 | 8 | assert | test_schema_only | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
DataFrameModel,
... | expected | modified | 1aed7e492e47a32df109d6d791e18fd8f0947e0de95229a702b5701af6c32d35 | assert|test_schema_only|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Column, DataFrameMo... | expected | 67 | 8 |
unionai-oss/pandera | train | 251 | adf0494fd1aa790410fb6371489f9c800a66e7e0 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 204 | 8 | assert | test_data_only | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
DataFrameModel,
... | dict(output_dataframemodel_df.pandera.errors).keys() | modified | 46fbabe44b4963e8935d4817126a97f14ddfb2eef323b76d3d21a35905cbd7cb | assert|test_data_only|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Column, DataFrameMode... | dict(output_dataframemodel_df.pandera.errors).keys() | 204 | 8 |
unionai-oss/pandera | train | 251 | adf0494fd1aa790410fb6371489f9c800a66e7e0 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 273 | 8 | assert | test_schema_and_data | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
DataFrameModel,
... | expected_dataframeschema["SCHEMA"] | modified | 2809f64323a9b844323fbdef56a68ac46c103defc124c1d5963f51c5981c4442 | assert|test_schema_and_data|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Column, DataFra... | expected_dataframeschema["SCHEMA"] | 273 | 8 |
unionai-oss/pandera | train | 252 | bc5e37aac36b0794f3efe6ca00a711c7bb3b33b6 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 96 | 8 | assert | test_schema_only | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
import pytest
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
Dat... | expected_dataframeschema["SCHEMA"] | added | 86735cec8899ab74ba21e20cc4d6459002a24abf22e8373fbec247d07131ec59 | assert|test_schema_only|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T import pytest from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Colum... | null | null | null |
unionai-oss/pandera | train | 252 | bc5e37aac36b0794f3efe6ca00a711c7bb3b33b6 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 215 | 8 | assert | test_data_only | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
import pytest
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
Dat... | expected_dataframemodel["DATA"] | added | c1a130bf207828fbd5f76e2cc2e250933af3ba7077b20118d6d1a9d395a41dd6 | assert|test_data_only|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T import pytest from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, Column,... | null | null | null |
unionai-oss/pandera | train | 252 | bc5e37aac36b0794f3efe6ca00a711c7bb3b33b6 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 330 | 8 | assert | test_schema_and_data | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
import pytest
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
Dat... | expected_dataframemodel["DATA"] | added | e9ed39fced056766957b03e92a5488ad4e7b93ed82701d4e035b3205d97248d3 | assert|test_schema_and_data|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T import pytest from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, C... | null | null | null |
unionai-oss/pandera | train | 252 | bc5e37aac36b0794f3efe6ca00a711c7bb3b33b6 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 359 | 8 | assert | test_pyspark_cache_settings | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
import pytest
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
Dat... | expected | added | b315126a0f1049947acc3af3e5c17426d202f10b3491c30d99e7ea84d6d4a817 | assert|test_pyspark_cache_settings|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T import pytest from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSc... | null | null | null |
unionai-oss/pandera | train | 252 | bc5e37aac36b0794f3efe6ca00a711c7bb3b33b6 | train | tests/pyspark/test_pyspark_decorators.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_decorators.py | 60 | 13 | pytest.raises | test_pyspark_cache_requirements | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
from contextlib import nullcontext as does_not_raise
import logging
import pyspark.sql.types as T
from pyspark.sql import DataFrame
import pytest
from pandera.backends.pyspark.... | ValueError) | added | 1c6edb2e524d3da91dddfe38a04444b409bca7cb33f7ea89e5fe0e399e9e2f09 | pytest.raises|test_pyspark_cache_requirements|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method from contextlib import nullcontext as does_not_raise import logging import pyspark.sql.types as T from pyspark.sql import DataFrame ... | null | null | null |
unionai-oss/pandera | train | 252 | bc5e37aac36b0794f3efe6ca00a711c7bb3b33b6 | train | tests/pyspark/test_pyspark_decorators.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_decorators.py | 106 | 8 | assert | test_pyspark_cache_settings | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
from contextlib import nullcontext as does_not_raise
import logging
import pyspark.sql.types as T
from pyspark.sql import DataFrame
import pytest
from pandera.backends.pyspark.... | isinstance(df_out, DataFrame) | added | 084429dc8aa0231fbc38878b257cfcb988c51173e80f084f5289b83e15143a24 | assert|test_pyspark_cache_settings|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method from contextlib import nullcontext as does_not_raise import logging import pyspark.sql.types as T from pyspark.sql import DataFrame import pyte... | null | null | null |
unionai-oss/pandera | train | 252 | bc5e37aac36b0794f3efe6ca00a711c7bb3b33b6 | train | tests/pyspark/test_pyspark_decorators.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_decorators.py | 115 | 12 | assert | test_pyspark_cache_settings | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
from contextlib import nullcontext as does_not_raise
import logging
import pyspark.sql.types as T
from pyspark.sql import DataFrame
import pytest
from pandera.backends.pyspark.... | caplog.text | added | adc78b6a527e58c0b8e7c7320acd8b79351ab81ed7ef9afd0c355e567afad503 | assert|test_pyspark_cache_settings|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method from contextlib import nullcontext as does_not_raise import logging import pyspark.sql.types as T from pyspark.sql import DataFrame import pyte... | null | null | null |
unionai-oss/pandera | train | 252 | bc5e37aac36b0794f3efe6ca00a711c7bb3b33b6 | train | tests/pyspark/test_pyspark_decorators.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_decorators.py | 124 | 12 | assert | test_pyspark_cache_settings | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
from contextlib import nullcontext as does_not_raise
import logging
import pyspark.sql.types as T
from pyspark.sql import DataFrame
import pytest
from pandera.backends.pyspark.... | caplog.text | added | 32f6c2f2d3ee5748a6d7799ab6f5dda092227f20d7910b71e251f96d3638c5c2 | assert|test_pyspark_cache_settings|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method from contextlib import nullcontext as does_not_raise import logging import pyspark.sql.types as T from pyspark.sql import DataFrame import pyte... | null | null | null |
unionai-oss/pandera | train | 253 | d89ddaf2a26ea0848e135033f11062627471a688 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 564 | 8 | assert | test_dataframe_with_regex | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
from warnings impor... | n_regex_columns | added | d8a1603f17e8015acd4de623ad9ae501f4a08a1fefe9824b4c401dc1bd80b680 | assert|test_dataframe_with_regex|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mock impo... | null | null | null |
unionai-oss/pandera | train | 253 | d89ddaf2a26ea0848e135033f11062627471a688 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 642 | 9 | pytest.raises | test_multiindex_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
from warnings impor... | pa.errors.BaseStrategyOnlyError) | added | ba08212ca5604ee9fc0a1536806a8920c864fe7e2bd4fecb0ce7ef2842029058 | pytest.raises|test_multiindex_strategy|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.moc... | null | null | null |
unionai-oss/pandera | train | 253 | d89ddaf2a26ea0848e135033f11062627471a688 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 974 | 13 | pytest.raises | test_schema_component_with_no_pdtype | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
from warnings impor... | pa.errors.SchemaDefinitionError) | added | 48d40997c69e2cb0fb45b52eff6713db7c77d5d0bda02795c1f558adc384a67b | pytest.raises|test_schema_component_with_no_pdtype|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from ... | null | null | null |
unionai-oss/pandera | train | 253 | d89ddaf2a26ea0848e135033f11062627471a688 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 1,095 | 4 | assert | test_empty_nullable_schema | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
from warnings impor... | data.draw(schema.strategy(size=0)).empty | added | a0ec250575da2b84cae7105673faf5ad69fe5d35fc86a0d57f1dc0584e0fe93c | assert|test_empty_nullable_schema|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mock imp... | null | null | null |
unionai-oss/pandera | train | 254 | a318e48a34426d310aad031c5c4e04aa18f55642 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 40 | 4 | assert | test_pandas_data_type | """Test pandas engine."""
from datetime import date
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserErr... | not pd_dtype.check("foo") | modified | 05284456128ab3d3d6466d09aa57d33b6c8ad74dcc3256139ce019c3ff143ee4 | assert|test_pandas_data_type|"""Test pandas engine.""" from datetime import date import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_engine from pande... | not pd_dtype.check("foo") | 39 | 4 |
unionai-oss/pandera | train | 254 | a318e48a34426d310aad031c5c4e04aa18f55642 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 100 | 4 | assert | test_pandas_category_dtype | """Test pandas engine."""
from datetime import date
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserErr... | dtype.check(coerced_data.dtype) | added | cff3532ef5b3ae7750795b25686f40309e1743b42e0d60b01dbf53c1b5e0b252 | assert|test_pandas_category_dtype|"""Test pandas engine.""" from datetime import date import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_engine from ... | null | null | null |
unionai-oss/pandera | train | 254 | a318e48a34426d310aad031c5c4e04aa18f55642 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 133 | 8 | assert | test_pandas_boolean_native_type | """Test pandas engine."""
from datetime import date
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserErr... | dtype.check(coerced_data.dtype) | added | 8671734e6a6b7c015f4fd74b00fa5165012d8a3bcd33f770b84b95bbdc54a4ba | assert|test_pandas_boolean_native_type|"""Test pandas engine.""" from datetime import date import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_engine ... | null | null | null |
unionai-oss/pandera | train | 254 | a318e48a34426d310aad031c5c4e04aa18f55642 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 187 | 13 | pytest.raises | test_pandas_datetimetz_dtype | """Test pandas engine."""
from datetime import date
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserErr... | pytz.exceptions.NonExistentTimeError) | added | f68c61810c146170eb1f5aeb0483d58a196c613af80b2acd24aa9fcffeaad3fb | pytest.raises|test_pandas_datetimetz_dtype|"""Test pandas engine.""" from datetime import date import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_eng... | null | null | null |
unionai-oss/pandera | train | 255 | fbdc6a0811b708f28d4dad410a0eca4814922144 | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 52 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
from pandera.config import CONFIG... | self.sample_data | added | e1d34e68759fe11bf11b63e39313250372c99655b05e7cf8cffc0dbc9034e986 | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, DataFrameSchema, SeriesSchema from ... | null | null | null |
unionai-oss/pandera | train | 255 | fbdc6a0811b708f28d4dad410a0eca4814922144 | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 53 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
from pandera.config import CONFIG... | self.sample_data | added | 218eb67c854c94c186c13e4dcd00ee1fe96e43247f4f444c6f6a96a95f1487ac | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, DataFrameSchema, SeriesSchema from ... | null | null | null |
unionai-oss/pandera | train | 255 | fbdc6a0811b708f28d4dad410a0eca4814922144 | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 70 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
from pandera.config import CONFIG... | expected | added | 5e088633befe25228206ab378d3a9907e089d394122d53a3f7142184acd0f9f6 | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, DataFrameSchema, SeriesSchema from ... | null | null | null |
unionai-oss/pandera | train | 255 | fbdc6a0811b708f28d4dad410a0eca4814922144 | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 71 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
from pandera.config import CONFIG... | self.sample_data | added | b378f2de07cae3b4da68d9453d5f43a7969a841df331d792478af93e30740fc5 | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, DataFrameSchema, SeriesSchema from ... | null | null | null |
unionai-oss/pandera | train | 256 | 7a20c7a006c10c72d0ad8112067156595ce28d47 | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 53 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
from pandera.config import CONFIG... | expected | modified | 35f04ffdafc34666b66b9af437db152b50fb70081f91ea82f870103073b41ab5 | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, DataFrameSchema, SeriesSchema from ... | expected | 51 | 8 |
unionai-oss/pandera | train | 256 | 7a20c7a006c10c72d0ad8112067156595ce28d47 | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 54 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
from pandera.config import CONFIG... | self.sample_data | modified | eec088304c38ef9429d9ff631db7f2cd6b80abc88b9e8401ba23f19c850f635b | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, DataFrameSchema, SeriesSchema from ... | self.sample_data | 52 | 8 |
unionai-oss/pandera | train | 256 | 7a20c7a006c10c72d0ad8112067156595ce28d47 | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 55 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
from pandera.config import CONFIG... | self.sample_data | modified | f5bfebb3570af4cb08cc593e937bf786907c10ab3b91b7021fd1e9cbc7307e97 | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, DataFrameSchema, SeriesSchema from ... | self.sample_data | 53 | 8 |
unionai-oss/pandera | train | 256 | 7a20c7a006c10c72d0ad8112067156595ce28d47 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 50 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
import pytest
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
Dat... | pandera_schema.validate(input_df) | modified | a68ffc8929cc9fb2ed060bd041b8292ff8a942c4123a3145b352cde7aeffd59e | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T import pytest from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema... | pandera_schema.validate(input_df) | 50 | 8 |
unionai-oss/pandera | train | 256 | 7a20c7a006c10c72d0ad8112067156595ce28d47 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 278 | 8 | assert | test_schema_and_data | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
import pytest
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
Dat... | expected_dataframeschema["DATA"] | modified | 7b9c987e617b2ac1174d43f2fe4fccd4170f9a92ff1d6441a3ce20ecfb0aedcf | assert|test_schema_and_data|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T import pytest from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrameSchema, C... | expected_dataframeschema["DATA"] | 278 | 8 |
unionai-oss/pandera | train | 256 | 7a20c7a006c10c72d0ad8112067156595ce28d47 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 359 | 8 | assert | test_cache_dataframe_settings | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
import pytest
from pandera.config import CONFIG, ValidationDepth
from pandera.pyspark import (
Check,
DataFrameSchema,
Column,
Dat... | expected | added | 4e6716970562ce09a773f6e3fa5666d8cdae751e5bbc8f53abc67659b96c714b | assert|test_cache_dataframe_settings|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T import pytest from pandera.config import CONFIG, ValidationDepth from pandera.pyspark import ( Check, DataFrame... | null | null | null |
unionai-oss/pandera | train | 256 | 7a20c7a006c10c72d0ad8112067156595ce28d47 | train | tests/pyspark/test_pyspark_decorators.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_decorators.py | 106 | 8 | assert | test_cache_dataframe_settings | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
from contextlib import nullcontext as does_not_raise
import logging
import pyspark.sql.types as T
from pyspark.sql import DataFrame
import pytest
from pandera.backends.pyspark.... | isinstance(df_out, DataFrame) | added | 9b608f123c6039be4aa96c32887e472b243053c2e2c7c1f24c5169a62f9f3c2f | assert|test_cache_dataframe_settings|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method from contextlib import nullcontext as does_not_raise import logging import pyspark.sql.types as T from pyspark.sql import DataFrame import py... | null | null | null |
unionai-oss/pandera | train | 256 | 7a20c7a006c10c72d0ad8112067156595ce28d47 | train | tests/pyspark/test_pyspark_decorators.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_decorators.py | 111 | 12 | assert | test_cache_dataframe_settings | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
from contextlib import nullcontext as does_not_raise
import logging
import pyspark.sql.types as T
from pyspark.sql import DataFrame
import pytest
from pandera.backends.pyspark.... | caplog.text | added | 631ec1e48f43f8b4ad431cfd4eeabc16288efc6fc752f6387f307c1b110e64e1 | assert|test_cache_dataframe_settings|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method from contextlib import nullcontext as does_not_raise import logging import pyspark.sql.types as T from pyspark.sql import DataFrame import py... | null | null | null |
unionai-oss/pandera | train | 257 | 812b2a8af8c123c46caa348837da04e8c6573260 | train | tests/pyspark/test_pyspark_accessor.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_accessor.py | 40 | 4 | assert | test_dataframe_add_schema | """Unit tests for pyspark_accessor module."""
from typing import Union
from pyspark.sql import DataFrame, SparkSession
from pyspark.sql.functions import col
from pyspark.sql.types import FloatType, LongType
import pytest
from pandera.config import PanderaConfig, ValidationDepth
import pandera.pyspark as pa
from pande... | schema1 | modified | 6aa16cb611d229168c013ca87983d58283c9873231c2994c1d6c4702985fae4b | assert|test_dataframe_add_schema|"""Unit tests for pyspark_accessor module.""" from typing import Union from pyspark.sql import DataFrame, SparkSession from pyspark.sql.functions import col from pyspark.sql.types import FloatType, LongType import pytest from pandera.config import PanderaConfig, ValidationDepth import p... | schema1 | 40 | 4 |
unionai-oss/pandera | train | 257 | 812b2a8af8c123c46caa348837da04e8c6573260 | train | tests/pyspark/test_pyspark_accessor.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_accessor.py | 41 | 4 | assert | test_dataframe_add_schema | """Unit tests for pyspark_accessor module."""
from typing import Union
from pyspark.sql import DataFrame, SparkSession
from pyspark.sql.functions import col
from pyspark.sql.types import FloatType, LongType
import pytest
from pandera.config import PanderaConfig, ValidationDepth
import pandera.pyspark as pa
from pande... | isinstance(schema1.validate(data), DataFrame) | modified | 057afa8821966838241e9c2eaa0d21b97fb41ce8e2922c30fa48549e56fc8edd | assert|test_dataframe_add_schema|"""Unit tests for pyspark_accessor module.""" from typing import Union from pyspark.sql import DataFrame, SparkSession from pyspark.sql.functions import col from pyspark.sql.types import FloatType, LongType import pytest from pandera.config import PanderaConfig, ValidationDepth import p... | isinstance(schema1.validate(data), DataFrame) | 41 | 4 |
unionai-oss/pandera | train | 257 | 812b2a8af8c123c46caa348837da04e8c6573260 | train | tests/pyspark/test_pyspark_accessor.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_accessor.py | 42 | 4 | assert | test_dataframe_add_schema | """Unit tests for pyspark_accessor module."""
from typing import Union
from pyspark.sql import DataFrame, SparkSession
from pyspark.sql.functions import col
from pyspark.sql.types import FloatType, LongType
import pytest
from pandera.config import PanderaConfig, ValidationDepth
import pandera.pyspark as pa
from pande... | isinstance(schema1(data), DataFrame) | modified | 5fbe80ed3c70741f63b59c6e9c31f6568495a57f558de3a3b3fecaae0bbb6439 | assert|test_dataframe_add_schema|"""Unit tests for pyspark_accessor module.""" from typing import Union from pyspark.sql import DataFrame, SparkSession from pyspark.sql.functions import col from pyspark.sql.types import FloatType, LongType import pytest from pandera.config import PanderaConfig, ValidationDepth import p... | isinstance(schema1(data), DataFrame) | 42 | 4 |
unionai-oss/pandera | train | 257 | 812b2a8af8c123c46caa348837da04e8c6573260 | train | tests/pyspark/test_pyspark_accessor.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_accessor.py | 44 | 8 | assert | test_dataframe_add_schema | """Unit tests for pyspark_accessor module."""
from typing import Union
from pyspark.sql import DataFrame, SparkSession
from pyspark.sql.functions import col
from pyspark.sql.types import FloatType, LongType
import pytest
from pandera.config import PanderaConfig, ValidationDepth
import pandera.pyspark as pa
from pande... | { "WRONG_DATATYPE": [ { "schema": None, "column": "col", "check": f"dtype('{str(FloatType())}')", "error": f"expected column 'col' to have type {str(FloatType())}, got {str(LongType())}", } ] } | modified | bc0db434e20469ee28182dfe24ebedce2c976f51ce15cb422ee3c5b349022685 | assert|test_dataframe_add_schema|"""Unit tests for pyspark_accessor module.""" from typing import Union from pyspark.sql import DataFrame, SparkSession from pyspark.sql.functions import col from pyspark.sql.types import FloatType, LongType import pytest from pandera.config import PanderaConfig, ValidationDepth import p... | { "WRONG_DATATYPE": [ { "schema": None, "column": "col", "check": f"dtype('{str(FloatType())}')", "error": f"expected column 'col' to have type {str(FloatType())}, got {str(LongType())}", } ] } | 44 | 8 |
unionai-oss/pandera | train | 258 | 4df61da2109b40d87427335928b4d12788ef29bd | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 989 | 9 | pytest.raises | test_check_types_star_args | """Testing the Decorators that check a functions input or output."""
import typing
from asyncio import AbstractEventLoop
import numpy as np
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameSchema,
DateTime,
Field,
Float,
Int,
DataFrameModel,
String,
... | errors.SchemaError, match="column 'a' not in dataframe") | added | 94d72126a41ef6d361d816c44fe6a4e2e997dfe4a75f284d29af525390ed995c | pytest.raises|test_check_types_star_args|"""Testing the Decorators that check a functions input or output.""" import typing from asyncio import AbstractEventLoop import numpy as np import pandas as pd import pytest from pandera import ( Check, Column, DataFrameSchema, DateTime, Field, Float, Int, DataFrameModel, String... | null | null | null |
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