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 | 220 | c9e7a6e2f974e67c31dbeb7c5ba5e25b63d1c895 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,383 | 8 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | schema.columns[frictionless_schema["primaryKey"][0]].unique | modified | b6284eb2393208f12798ab10fa7bdb27ed220f6c36d1e95e8452747424f18350 | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera.typi... | schema.columns[frictionless_schema["primaryKey"][0]].unique | 1,383 | 8 |
unionai-oss/pandera | train | 220 | c9e7a6e2f974e67c31dbeb7c5ba5e25b63d1c895 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,388 | 12 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | not schema.columns[key].unique | modified | 3bc30c05bae3b0af9ad2256390e29ce983dbbee8ff41ef1d2dac649bae5c1f9c | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera.typi... | not schema.columns[key].unique | 1,388 | 12 |
unionai-oss/pandera | train | 221 | c81fe44f88d89ace82142268067ab2a15cb910af | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 883 | 4 | assert | test_column_default_works_when_dtype_match | """Testing the components of the Schema objects."""
import copy
from typing import Any, List, Optional, Tuple, Type
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameSchema,
DateTime,
Float,
Index,
Int,
MultiIndex,
SeriesSchema,
String,
errors... | default | added | 06e99cee45fabf3695da8e354674cd071dfe59e2ef3d0cc817736a06f4b39680 | assert|test_column_default_works_when_dtype_match|"""Testing the components of the Schema objects.""" import copy from typing import Any, List, Optional, Tuple, Type import pandas as pd import pytest from pandera import ( Check, Column, DataFrameSchema, DateTime, Float, Index, Int, MultiIndex, SeriesSchema, String, err... | null | null | null |
unionai-oss/pandera | train | 221 | c81fe44f88d89ace82142268067ab2a15cb910af | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 900 | 9 | pytest.raises | test_column_default_errors_on_dtype_mismatch | """Testing the components of the Schema objects."""
import copy
from typing import Any, List, Optional, Tuple, Type
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameSchema,
DateTime,
Float,
Index,
Int,
MultiIndex,
SeriesSchema,
String,
errors... | errors.SchemaError) | added | 1227ab4a522d94c6ad0cc0b1baaa0bda34e296f3028453322a87a14dddfa46c7 | pytest.raises|test_column_default_errors_on_dtype_mismatch|"""Testing the components of the Schema objects.""" import copy from typing import Any, List, Optional, Tuple, Type import pandas as pd import pytest from pandera import ( Check, Column, DataFrameSchema, DateTime, Float, Index, Int, MultiIndex, SeriesSchema, St... | null | null | null |
unionai-oss/pandera | train | 221 | c81fe44f88d89ace82142268067ab2a15cb910af | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,027 | 4 | assert | test_default_with_correct_dtype | """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... | set(expected_values) | added | 5a7fc6b6d653db83742256e3dd11c33267315606125cb2e571c5746f0cad872c | assert|test_default_with_correct_dtype|"""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 nump... | null | null | null |
unionai-oss/pandera | train | 221 | c81fe44f88d89ace82142268067ab2a15cb910af | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,035 | 9 | pytest.raises | test_default_with_incorrect_dtype_raises_error | """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... | errors.SchemaError) | added | 2d81d0bd04e169b25c1efe731d1c7bd7d6e43b07072d5bd0a2fc569f94dc62de | pytest.raises|test_default_with_incorrect_dtype_raises_error|"""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 | 221 | c81fe44f88d89ace82142268067ab2a15cb910af | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 457 | 8 | assert | test_dtype_coercion | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark.pandas as ps
import pytest
from packaging import version
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system... | isinstance(to_schema(sample), ps.DataFrame) | modified | fa3d9b4841812cc6ba34fde41db523b9e66d8320a92627611ae908b21f25e23b | assert|test_dtype_coercion|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark.pandas as ps import pytest from packaging import version from pyspark import SparkContext import pandera as pa from pandera import d... | isinstance(to_schema(sample), ps.DataFrame) | 457 | 8 |
unionai-oss/pandera | train | 221 | c81fe44f88d89ace82142268067ab2a15cb910af | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 490 | 8 | assert | test_failure_cases | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark.pandas as ps
import pytest
from packaging import version
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system... | (exc.failure_cases.failure_case != value).all() | modified | 6d07fc561b3536b7bb399c67025ffb2b15575ac2f55be80863251afd91dfb2cc | assert|test_failure_cases|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark.pandas as ps import pytest from packaging import version from pyspark import SparkContext import pandera as pa from pandera import dt... | (exc.failure_cases.failure_case != value).all() | 490 | 8 |
unionai-oss/pandera | train | 221 | c81fe44f88d89ace82142268067ab2a15cb910af | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 609 | 4 | assert | test_check_comparison_operators | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark.pandas as ps
import pytest
from packaging import version
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system... | valid_check_result.check_passed | modified | 4d85726b3fa31a82b98f071b94ec40942eee14163e8a1762440b9d80ece932c3 | assert|test_check_comparison_operators|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark.pandas as ps import pytest from packaging import version from pyspark import SparkContext import pandera as pa from pand... | valid_check_result.check_passed | 609 | 4 |
unionai-oss/pandera | train | 221 | c81fe44f88d89ace82142268067ab2a15cb910af | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 749 | 4 | assert | test_strict_filter | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark.pandas as ps
import pytest
from packaging import version
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system... | isinstance(filtered, ps.DataFrame) | modified | c16fa43d4a00176cf7cb6c4b0af5db58041518b5c34dacb7636eeadff72f99b3 | assert|test_strict_filter|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark.pandas as ps import pytest from packaging import version from pyspark import SparkContext import pandera as pa from pandera import dt... | isinstance(filtered, ps.DataFrame) | 749 | 4 |
unionai-oss/pandera | train | 222 | 711f95bc514ec7175cae7fbfcf3d681e55f23358 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 187 | 4 | assert | test_empty_dtype | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | expected | added | bd3eaf40b1ca7b91833e29376b96d1e6bcb144aa61d45d38399cc4be54c12307 | assert|test_empty_dtype|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pytest import p... | null | null | null |
unionai-oss/pandera | train | 222 | 711f95bc514ec7175cae7fbfcf3d681e55f23358 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 342 | 12 | assert | test_check_validate_method_field | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | Schema | added | af843cc3b47d60bf7721b866354e699788c64a2c9021f7ae27903c096331b681 | assert|test_check_validate_method_field|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import... | null | null | null |
unionai-oss/pandera | train | 222 | 711f95bc514ec7175cae7fbfcf3d681e55f23358 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 499 | 9 | pytest.raises | test_check_regex | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | pa.errors.SchemaErrors, match="1 schema errors were found") | added | c851ab2fe3e678415edd4422dcf74c6ba9fe782e5940011e945c48aa2bc3c188 | pytest.raises|test_check_regex|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pytest i... | null | null | null |
unionai-oss/pandera | train | 222 | 711f95bc514ec7175cae7fbfcf3d681e55f23358 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 801 | 4 | assert | test_multiindex_unique | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | Base.to_schema() | added | 7669c4850847741e75f4b366d40ccb240957aa9dc05c5c95d1ec91e76b7a8c2f | assert|test_multiindex_unique|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pytest im... | null | null | null |
unionai-oss/pandera | train | 223 | cd9ced7eb35f67a3efddffea1beb5489aeeee8b3 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 39 | 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 pandas as pd
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.p... | not pd_dtype.check("foo") | added | 628fee40d64977169713ac4a3d01ac8f62c3ec94cc657363f65934e442a34fec | 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 pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_engine from pandera.errors import Pa... | null | null | null |
unionai-oss/pandera | train | 223 | cd9ced7eb35f67a3efddffea1beb5489aeeee8b3 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 87 | 13 | pytest.raises | test_pandas_category_dtype_error | """Test pandas engine."""
from datetime import date
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import pandas as pd
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.p... | TypeError) | added | b00be383b76120a79be19925d5be1f3192ed4629f155e955fc31389a020a5846 | pytest.raises|test_pandas_category_dtype_error|"""Test pandas engine.""" from datetime import date import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_engine from pander... | null | null | null |
unionai-oss/pandera | train | 223 | cd9ced7eb35f67a3efddffea1beb5489aeeee8b3 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 115 | 9 | pytest.raises | test_pandas_boolean_native_type_error | """Test pandas engine."""
from datetime import date
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import pandas as pd
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.p... | TypeError) | modified | 3b6fd14f1ee036d11221366d2c35db58ddab2330c9a00a75a197fad7fe5accdf | pytest.raises|test_pandas_boolean_native_type_error|"""Test pandas engine.""" from datetime import date import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_engine from p... | TypeError) | 115 | 13 |
unionai-oss/pandera | train | 223 | cd9ced7eb35f67a3efddffea1beb5489aeeee8b3 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 144 | 8 | assert | 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 pandas as pd
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.p... | None | added | 78ba4bfc79aa118e9823cd540146ce7fdf439b8616cdb04c032613ebe7c658b7 | assert|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 pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_engine from pandera.errors im... | null | null | null |
unionai-oss/pandera | train | 223 | cd9ced7eb35f67a3efddffea1beb5489aeeee8b3 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 136 | 4 | assert | test_check_strategy_continuous | # 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
import numpy as np... | value | modified | fe28a970f087a0f47827f3c339987e1cd313732a1dd8498c41cb39c8b0a8dc05 | assert|test_check_strategy_continuous|# 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... | value | 134 | 4 |
unionai-oss/pandera | train | 223 | cd9ced7eb35f67a3efddffea1beb5489aeeee8b3 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 432 | 4 | assert | test_register_check_strategy_exception | # 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
import numpy as np... | not CustomCheck.custom_check().statistics | added | 99b80ec16c0bd2ca33893651c0ce510954f845f610ccb28a5f96e52df5d86084 | assert|test_register_check_strategy_exception|# 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 unitt... | null | null | null |
unionai-oss/pandera | train | 223 | cd9ced7eb35f67a3efddffea1beb5489aeeee8b3 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 481 | 9 | pytest.raises | test_dataframe_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
import numpy as np... | pa.errors.BaseStrategyOnlyError) | added | 72086ef29bc277be9b82b58dad7bbf19916eb6b1809d08ce7c638a66e3f0a552 | pytest.raises|test_dataframe_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... | null | null | null |
unionai-oss/pandera | train | 223 | cd9ced7eb35f67a3efddffea1beb5489aeeee8b3 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 580 | 4 | assert | test_index_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
import numpy as np... | data_type.check(actual_data_type) | added | 05af7df38baae40bcab02428a1bdfdfd21a064eb4859e45742387e29bde72c5b | assert|test_index_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 Mag... | null | null | null |
unionai-oss/pandera | train | 224 | 547aff1672fe455741f380c8bec1ed648074effc | train | tests/core/test_checks.py | train | unionai-oss/pandera:tests/core/test_checks.py | 500 | 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") | modified | afd1db1fb04781d1b65e81384d5e41976e0ac7ec0d60369be370547e27b443c6 | 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(... | KeyError, match="Backend not found for class") | 502 | 9 |
unionai-oss/pandera | train | 224 | 547aff1672fe455741f380c8bec1ed648074effc | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 318 | 8 | assert | test_check_input_method_decorators | """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,
... | isinstance(result_df, pd.DataFrame) | modified | 0ffa2f1b0cecad75115da3412b7316f09979babfa96d72ffdfcaff65caf332f0 | assert|test_check_input_method_decorators|"""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, Strin... | isinstance(result_df, pd.DataFrame) | 318 | 8 |
unionai-oss/pandera | train | 224 | 547aff1672fe455741f380c8bec1ed648074effc | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 602 | 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
from decimal import Decimal
from typing i... | expected | added | 46e19458e14510542182c4a6605ff230b8842ff4e9e25c656b683e3a324408fb | 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 from decimal import De... | null | null | null |
unionai-oss/pandera | train | 224 | 547aff1672fe455741f380c8bec1ed648074effc | train | tests/core/test_engine.py | train | unionai-oss/pandera:tests/core/test_engine.py | 162 | 9 | pytest.raises | test_register_base_pandera_dtypes | """Tests Engine subclassing and registring DataTypes."""
# pylint:disable=redefined-outer-name,unused-argument
# pylint:disable=missing-function-docstring,missing-class-docstring
import re
from typing import Any, Generator, List, Union
import pytest
from pandera.dtypes import DataType
from pandera.engines.engine impo... | ValueError, match=re.escape( "Subclasses of ['tests.core.test_engine.BaseDataType', " + "'tests.core.test_engine.BaseDataType'] " + "cannot be registered with FakeEngine." )) | modified | f0dc0c9cbae7d35afecce3eb5fd7aa26805da0848926124619cbf1d65e1aa549 | pytest.raises|test_register_base_pandera_dtypes|"""Tests Engine subclassing and registring DataTypes.""" # pylint:disable=redefined-outer-name,unused-argument # pylint:disable=missing-function-docstring,missing-class-docstring import re from typing import Any, Generator, List, Union import pytest from pandera.dtypes im... | ValueError, match=re.escape( "Subclasses of ['tests.core.test_engine.BaseDataType', " + "'tests.core.test_engine.BaseDataType'] " + "cannot be registered with FakeEngine." )) | 162 | 9 |
unionai-oss/pandera | train | 224 | 547aff1672fe455741f380c8bec1ed648074effc | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 99 | 13 | pytest.raises | 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 pandas as pd
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.p... | TypeError) | modified | 4453887f5196c3d76071009e9613d2e4cc29436629915353adbd5614283f3e5c | pytest.raises|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 pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_engine from pandera... | TypeError) | 99 | 13 |
unionai-oss/pandera | train | 224 | 547aff1672fe455741f380c8bec1ed648074effc | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,307 | 4 | assert | test_frictionless_schema_parses_correctly | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | { "integer_col": INT_DTYPE_ALIAS, "integer_col_2": INT_DTYPE_ALIAS, "string_col": STR_DTYPE_ALIAS, "string_col_2": STR_DTYPE_ALIAS, "string_col_3": STR_DTYPE_ALIAS, "string_col_4": STR_DTYPE_ALIAS, "float_col": pd.CategoricalDtype( categories=[1.0, 2.0, 3.0], ordered=False ), "float_col_2": "float64", "date_col": STR_D... | modified | 4021a54183633b545e5852ccae12000961ee4f327f58faa204b2cc2cc68cd560 | assert|test_frictionless_schema_parses_correctly|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera... | { "integer_col": INT_DTYPE_ALIAS, "integer_col_2": INT_DTYPE_ALIAS, "string_col": STR_DTYPE_ALIAS, "string_col_2": STR_DTYPE_ALIAS, "string_col_3": STR_DTYPE_ALIAS, "string_col_4": STR_DTYPE_ALIAS, "float_col": pd.CategoricalDtype( categories=[1.0, 2.0, 3.0], ordered=False ), "float_col_2": "float64", "date_col": STR_D... | 1,309 | 4 |
unionai-oss/pandera | train | 224 | 547aff1672fe455741f380c8bec1ed648074effc | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 682 | 8 | assert | test_check_nullable_field_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
import numpy as np... | example.notna().all() | added | 77b9d96df21e23ed9b0c7d9cc8cdd866e4549f4dd3dbc0123d84c81f01375867 | assert|test_check_nullable_field_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.... | null | null | null |
unionai-oss/pandera | train | 224 | 547aff1672fe455741f380c8bec1ed648074effc | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 700 | 8 | assert | test_check_nullable_dataframe_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
import numpy as np... | example.notna().all(axis=None) | added | 1f043b9a7a841e9d3018d3c5fed4925e7819584e0abbfddf0ab616be2ecfe6b8 | assert|test_check_nullable_dataframe_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 unitt... | null | null | null |
unionai-oss/pandera | train | 225 | a057df06f2b6eeea76e1a039be045d2bb17371dd | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 297 | 9 | pytest.raises | test_frozen_datatype | """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... | dataclasses.FrozenInstanceError) | added | da18a109579f08ee50e96b964256c98304aa395655e9e6bf8fbf02a5b9ffc049 | pytest.raises|test_frozen_datatype|"""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... | null | null | null |
unionai-oss/pandera | train | 225 | a057df06f2b6eeea76e1a039be045d2bb17371dd | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 352 | 4 | assert | test_coerce_no_cast | """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_dtype.check( pandas_engine.Engine.dtype(coerced_df["col"].dtype) ) | added | 084db3e74fa5f76bb9901e47946ea77a694274beda2351d29f875109b6eb3772 | assert|test_coerce_no_cast|"""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 fro... | null | null | null |
unionai-oss/pandera | train | 225 | a057df06f2b6eeea76e1a039be045d2bb17371dd | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 639 | 4 | assert | test_is_float | """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 | added | 748931dc12da02b507b606ee0451271b4706506f499220d671e553477eac6a5c | assert|test_is_float|"""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 deci... | null | null | null |
unionai-oss/pandera | train | 225 | a057df06f2b6eeea76e1a039be045d2bb17371dd | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 691 | 4 | assert | test_is_datetime | """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 | added | ff7eae6a7c07b3028d62cb53cfccb47c1811e14258fe8a1b05802dad236729d8 | assert|test_is_datetime|"""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 d... | null | null | null |
unionai-oss/pandera | train | 225 | a057df06f2b6eeea76e1a039be045d2bb17371dd | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 450 | 8 | assert | test_series_schema_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... | isinstance(schema.checks, list) | modified | 3b743570fd50936dd51b4717dc908ca14e3d320d641201236362b8e440dffe9c | assert|test_series_schema_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 n... | 0 | 447 | 4 |
unionai-oss/pandera | train | 225 | a057df06f2b6eeea76e1a039be045d2bb17371dd | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 745 | 8 | assert | test_sample_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, sample=100, random_state=seed).equals(df) | added | 9828112da3c4c630748a07efc79f72a24deb3448bee0f8d82b5a6f7ec01432bd | assert|test_sample_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 a... | null | null | null |
unionai-oss/pandera | train | 225 | a057df06f2b6eeea76e1a039be045d2bb17371dd | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 761 | 8 | assert | test_dataframe_schema_str_repr | """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... | isinstance(x, str) | added | f8caf851a3525c2babc843b4910d07e6b7957373bccb83c4900cf987d8e0f108 | assert|test_dataframe_schema_str_repr|"""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 | 225 | a057df06f2b6eeea76e1a039be045d2bb17371dd | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,760 | 9 | pytest.raises | test_invalid_keys | """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... | errors.SchemaInitError) | modified | 920c70bb2bbcdaaca55135ee10e1c1ca8a7c8b0697d6b20c9c954d07340a14c8 | pytest.raises|test_invalid_keys|"""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... | errors.SchemaInitError) | 1,760 | 9 |
unionai-oss/pandera | train | 226 | 1fc05dea07eb617b792bdce45fbbae0635c2d47e | train | tests/core/test_extensions.py | train | unionai-oss/pandera:tests/core/test_extensions.py | 277 | 13 | pytest.raises | test_schema_model_field_kwarg | # pylint: disable=no-member,redefined-outer-name,unused-argument
# pylint: disable=unused-variable
"""Unit tests for pandera API extensions."""
from typing import Any, Optional, Union
import pandas as pd
import pytest
import pandera as pa
import pandera.strategies as st
from pandera import DataType, extensions
from ... | pa.errors.SchemaError) | modified | 3006221a4412fe79c41a3d1f0107712f1cbc5671e407e15a8ec668560d2491c1 | pytest.raises|test_schema_model_field_kwarg|# pylint: disable=no-member,redefined-outer-name,unused-argument # pylint: disable=unused-variable """Unit tests for pandera API extensions.""" from typing import Any, Optional, Union import pandas as pd import pytest import pandera as pa import pandera.strategies as st from ... | pa.errors.SchemaError) | 277 | 13 |
unionai-oss/pandera | train | 226 | 1fc05dea07eb617b792bdce45fbbae0635c2d47e | train | tests/core/test_extensions.py | train | unionai-oss/pandera:tests/core/test_extensions.py | 286 | 9 | pytest.raises | test_register_before_schema_definitions | # pylint: disable=no-member,redefined-outer-name,unused-argument
# pylint: disable=unused-variable
"""Unit tests for pandera API extensions."""
from typing import Any, Optional, Union
import pandas as pd
import pytest
import pandera as pa
import pandera.strategies as st
from pandera import DataType, extensions
from ... | pa.errors.SchemaInitError, match="custom check 'custom_eq' is not available") | modified | fef9643123f9961757496a97d012da25b305a4084e5436d25ad33e9ac1c93f32 | pytest.raises|test_register_before_schema_definitions|# pylint: disable=no-member,redefined-outer-name,unused-argument # pylint: disable=unused-variable """Unit tests for pandera API extensions.""" from typing import Any, Optional, Union import pandas as pd import pytest import pandera as pa import pandera.strategies a... | pa.errors.SchemaInitError, match="custom check 'custom_eq' is not available") | 286 | 9 |
unionai-oss/pandera | train | 226 | 1fc05dea07eb617b792bdce45fbbae0635c2d47e | train | tests/core/test_extensions.py | train | unionai-oss/pandera:tests/core/test_extensions.py | 294 | 9 | pytest.raises | test_register_before_schema_definitions | # pylint: disable=no-member,redefined-outer-name,unused-argument
# pylint: disable=unused-variable
"""Unit tests for pandera API extensions."""
from typing import Any, Optional, Union
import pandas as pd
import pytest
import pandera as pa
import pandera.strategies as st
from pandera import DataType, extensions
from ... | AttributeError) | modified | a76287792e4d26b0bf9e9ed1d8c63f20ceff53757e95cfe072b95b5763014b3f | pytest.raises|test_register_before_schema_definitions|# pylint: disable=no-member,redefined-outer-name,unused-argument # pylint: disable=unused-variable """Unit tests for pandera API extensions.""" from typing import Any, Optional, Union import pandas as pd import pytest import pandera as pa import pandera.strategies a... | AttributeError) | 294 | 9 |
unionai-oss/pandera | train | 226 | 1fc05dea07eb617b792bdce45fbbae0635c2d47e | train | tests/core/test_extensions.py | train | unionai-oss/pandera:tests/core/test_extensions.py | 316 | 9 | pytest.raises | test_if_statistics_are_sane | # pylint: disable=no-member,redefined-outer-name,unused-argument
# pylint: disable=unused-variable
"""Unit tests for pandera API extensions."""
from typing import Any, Optional, Union
import pandas as pd
import pytest
import pandera as pa
import pandera.strategies as st
from pandera import DataType, extensions
from ... | TypeError, match=r"is not part of .*? signature") | modified | 93ee6d42ddb526e04ba81a9769a1d22b2644a96e1ddaa34e33c36f0d8dc8556a | pytest.raises|test_if_statistics_are_sane|# pylint: disable=no-member,redefined-outer-name,unused-argument # pylint: disable=unused-variable """Unit tests for pandera API extensions.""" from typing import Any, Optional, Union import pandas as pd import pytest import pandera as pa import pandera.strategies as st from pa... | TypeError, match=r"is not part of .*? signature") | 316 | 9 |
unionai-oss/pandera | train | 226 | 1fc05dea07eb617b792bdce45fbbae0635c2d47e | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 666 | 8 | assert | test_field_element_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
import numpy as np... | data_type.tz | added | 65af1e1f572431d01b4aed63efb67301018b1db55d1d3a6ea646844042e32680 | assert|test_field_element_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 im... | null | null | null |
unionai-oss/pandera | train | 226 | 1fc05dea07eb617b792bdce45fbbae0635c2d47e | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 719 | 8 | assert | test_check_nullable_dataframe_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
import numpy as np... | example.notna().all(axis=None) | added | 6979dfd398a1379d97a4fa4507df8fad1f84ef211be6fc69f37292ba7bc00b0c | assert|test_check_nullable_dataframe_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 unitt... | null | null | null |
unionai-oss/pandera | train | 226 | 1fc05dea07eb617b792bdce45fbbae0635c2d47e | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 886 | 8 | assert | test_defined_check_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
import numpy as np... | isinstance(validated, pd.DataFrame) | added | 9f639673cf107e239c13d4e896e6cd3ac55e12640dede96cf8b7c9949abf2a67 | assert|test_defined_check_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 im... | null | null | null |
unionai-oss/pandera | train | 226 | 1fc05dea07eb617b792bdce45fbbae0635c2d47e | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 1,071 | 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
import numpy as np... | data.draw(schema.strategy(size=0)).empty | added | a5559cfd40e1c3645bbae2946d5fba943cacdce757ca6379097347999b82d10e | 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 | 227 | 08433435ab37b9196b6df48c7d8841028548544f | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 140 | 4 | assert | test_check_strategy_continuous | # 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... | value | modified | ca24d7b2a3838b3b38a505f505461d59522e0c18fe2d1e249949d805ef556528 | assert|test_check_strategy_continuous|# 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... | value | 139 | 4 |
unionai-oss/pandera | train | 227 | 08433435ab37b9196b6df48c7d8841028548544f | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 289 | 4 | assert | test_isin_notin_strategies | # 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... | values | modified | da9e3db416cb1f66811e565770617930c9436e414bdd0663c91c1a22f3c30200 | assert|test_isin_notin_strategies|# 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... | values | 288 | 4 |
unionai-oss/pandera | train | 227 | 08433435ab37b9196b6df48c7d8841028548544f | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 667 | 8 | assert | test_field_element_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... | data_type.tz | modified | 0b0cfeb363a9c90e02a06a001e8211a23b9545df94b9e771eb4e42dd1690dd94 | assert|test_field_element_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 im... | data_type.tz | 666 | 8 |
unionai-oss/pandera | train | 227 | 08433435ab37b9196b6df48c7d8841028548544f | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 702 | 8 | assert | test_check_nullable_field_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... | example.notna().all() | modified | 109bb2e86153ac4a5e939d80053181c99f143f129f70ef235730d458ec3695ce | assert|test_check_nullable_field_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.... | example.notna().all() | 701 | 8 |
unionai-oss/pandera | train | 228 | 6c6eb57e4b7bbbead275fd2c450d6c87cd0a2d27 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 628 | 4 | assert | test_no_dtype_series | """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... | isinstance(validated_series, pd.Series) | modified | 3ae8e98d407c399615685f1630931c315083b11c93e4445827e462dcace503cf | assert|test_no_dtype_series|"""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 imp... | isinstance(validated_series, pd.Series) | 626 | 4 |
unionai-oss/pandera | train | 228 | 6c6eb57e4b7bbbead275fd2c450d6c87cd0a2d27 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 730 | 4 | assert | test_tail_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, tail=1000).equals(df) | modified | 4d7219f1ef928b80990ad174811ccaf5ad8ded015ef9a81c390ab2d28c769253 | assert|test_tail_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 ... | schema.validate(df, tail=1000).equals(df) | 728 | 4 |
unionai-oss/pandera | train | 228 | 6c6eb57e4b7bbbead275fd2c450d6c87cd0a2d27 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 779 | 4 | assert | test_dataframe_schema_dtype_property | """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... | { "col1": Engine.dtype("int64"), "col2": Engine.dtype("str"), "col3": Engine.dtype("datetime64[ns]"), "col4": Engine.dtype("uint16"), } | modified | bb9d1ebf82356d18470404284778d99633df1cd1c821c42345f99dc549891150 | assert|test_dataframe_schema_dtype_property|"""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... | { "col1": Engine.dtype("int64"), "col2": Engine.dtype("str"), "col3": Engine.dtype("datetime64[ns]"), "col4": Engine.dtype("uint16"), } | 777 | 4 |
unionai-oss/pandera | train | 228 | 6c6eb57e4b7bbbead275fd2c450d6c87cd0a2d27 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,042 | 9 | pytest.raises | test_default_with_incorrect_dtype_raises_error | """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... | errors.SchemaError) | modified | acd010107516d2798187951f47c01d1e00c74f603551a58506b5a47e5becafe7 | pytest.raises|test_default_with_incorrect_dtype_raises_error|"""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... | errors.SchemaError) | 2,040 | 9 |
unionai-oss/pandera | train | 229 | 26470c656c4b45117c83c9b51f80039b0fa3f66e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,067 | 4 | assert_* | test_default_works_correctly_on_schemas_with_multiple_colummns | """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_df) | added | 02a63f2e9899e462df06f0ac8f90304d0c660e7cad446623811d51bd259b3f6e | assert_*|test_default_works_correctly_on_schemas_with_multiple_colummns|"""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, Lis... | null | null | null |
unionai-oss/pandera | train | 229 | 26470c656c4b45117c83c9b51f80039b0fa3f66e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,127 | 4 | assert_* | test_drop_invalid_for_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... | expected_obj) | added | de014a0fc2283b541286dfebd74cd656880c4f18725b9b463dc8c44cb00f7665 | assert_*|test_drop_invalid_for_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 im... | null | null | null |
unionai-oss/pandera | train | 229 | 26470c656c4b45117c83c9b51f80039b0fa3f66e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,159 | 9 | pytest.raises | test_drop_invalid_for_series_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... | errors.SchemaDefinitionError) | added | 2921c31bd22fb1820140e90436a47a2e28aa22f305176421d6c8ba5e1df9849d | pytest.raises|test_drop_invalid_for_series_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 ... | null | null | null |
unionai-oss/pandera | train | 229 | 26470c656c4b45117c83c9b51f80039b0fa3f66e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,177 | 4 | assert_* | test_drop_invalid_for_column | """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... | actual_obj.reset_index(drop=True)) | added | 9c39050f3a0814aa63827fbe3788128df47bc38586c567b88aef4fc5f32b428f | assert_*|test_drop_invalid_for_column|"""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 | 230 | dc4d8d8cffd8d6f32052436db45c4a85a67680ad | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,111 | 4 | assert | test_from_records_validates_the_schema | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | isinstance(pandas_df, pd.DataFrame) | modified | b1aea1e4141360430061a494ed6f458869d8f69ac9128d82cd6dc89539e911cc | assert|test_from_records_validates_the_schema|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd ... | isinstance(pandas_df, pd.DataFrame) | 1,110 | 4 |
unionai-oss/pandera | train | 230 | dc4d8d8cffd8d6f32052436db45c4a85a67680ad | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,181 | 4 | assert | test_from_records_sorts_the_columns | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | isinstance(pandera_validated_df, DataFrame) | modified | 4829efdf4ca69004c1c97ae5ec05f555aa0224f770f01bc5af9efb4f981b06f0 | assert|test_from_records_sorts_the_columns|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd imp... | isinstance(pandera_validated_df, DataFrame) | 1,180 | 4 |
unionai-oss/pandera | train | 230 | dc4d8d8cffd8d6f32052436db45c4a85a67680ad | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,227 | 9 | pytest.raises | test_generic_model_single_generic_field | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | SchemaInitError) | modified | d5b7ffb411ecd7d791bbc93a933d5dfcc9643edfd3b4efd17ed6f830c2a892c6 | pytest.raises|test_generic_model_single_generic_field|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import panda... | SchemaInitError) | 1,226 | 9 |
unionai-oss/pandera | train | 230 | dc4d8d8cffd8d6f32052436db45c4a85a67680ad | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,270 | 9 | pytest.raises | test_generic_optional_field | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | SchemaError) | modified | 1e8de63428aa083b98072961c2c39a0ca49b40111f0c96912eb98464338f5a29 | pytest.raises|test_generic_optional_field|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd impo... | SchemaError) | 1,269 | 9 |
unionai-oss/pandera | train | 231 | 631089c94922dacc619a58b65597921b33cd6d68 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 868 | 4 | assert | test_alias | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | isinstance(Schema.validate(df), pd.DataFrame) | added | 678dc3954545898bf8a8b710a34f021a56d4f3c1ef04d312cdcf243a020ffe03 | assert|test_alias|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pytest import pandera... | null | null | null |
unionai-oss/pandera | train | 231 | 631089c94922dacc619a58b65597921b33cd6d68 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,081 | 4 | assert | test_validate_coerce_on_init | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | isinstance(pandas_df, pd.DataFrame) | added | 721e32777d01f6bbf87b1ee8653895f0e45b9a2474d261314ce0537284b69a0a | assert|test_validate_coerce_on_init|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pyt... | null | null | null |
unionai-oss/pandera | train | 231 | 631089c94922dacc619a58b65597921b33cd6d68 | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 91 | 4 | assert | test_index_schema_coerce | """Testing the components of the Schema objects."""
import copy
from typing import Any, List, Optional, Tuple, Type
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameSchema,
DateTime,
Float,
Index,
Int,
MultiIndex,
SeriesSchema,
String,
errors... | schema.index.dtype.check(validated_index_dtype) | added | a37c9b2bb039d2e3d75e8dee6816a3d8d3d0de490992b4bf67f823d8f19b5b90 | assert|test_index_schema_coerce|"""Testing the components of the Schema objects.""" import copy from typing import Any, List, Optional, Tuple, Type import pandas as pd import pytest from pandera import ( Check, Column, DataFrameSchema, DateTime, Float, Index, Int, MultiIndex, SeriesSchema, String, errors, ) from pander... | null | null | null |
unionai-oss/pandera | train | 231 | 631089c94922dacc619a58b65597921b33cd6d68 | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 473 | 8 | assert | test_column_regex_matching | """Testing the components of the Schema objects."""
import copy
from typing import Any, List, Optional, Tuple, Type
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameSchema,
DateTime,
Float,
Index,
Int,
MultiIndex,
SeriesSchema,
String,
errors... | matched_columns.tolist() | added | f1f7b0db5a137504a1086747a3b8ad32182fa03cf73f17db3b51ca4918302fa8 | assert|test_column_regex_matching|"""Testing the components of the Schema objects.""" import copy from typing import Any, List, Optional, Tuple, Type import pandas as pd import pytest from pandera import ( Check, Column, DataFrameSchema, DateTime, Float, Index, Int, MultiIndex, SeriesSchema, String, errors, ) from pand... | null | null | null |
unionai-oss/pandera | train | 231 | 631089c94922dacc619a58b65597921b33cd6d68 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 694 | 4 | assert | test_no_dtype_dataframe | """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... | isinstance(validated_df, pd.DataFrame) | added | f3ccb959c907cb325847768b4fbb39cdf8cd2913987d401dd444e01c061aae04 | assert|test_no_dtype_dataframe|"""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 ... | null | null | null |
unionai-oss/pandera | train | 231 | 631089c94922dacc619a58b65597921b33cd6d68 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,837 | 8 | assert | test_reset_index_level | """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... | None | added | 380cd65676c86b67407cc5463144aca6133658300432181d778b0c14faea7739 | assert|test_reset_index_level|"""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 i... | null | null | null |
unionai-oss/pandera | train | 231 | 631089c94922dacc619a58b65597921b33cd6d68 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,002 | 12 | assert | test_to_yaml_retains_ordered_keyword | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | schema.validate(pd.DataFrame(data=test_data)) | modified | 004b926493cf387af69fb66ea88060022759a242da694baf8109c13bdfba0bbe | assert|test_to_yaml_retains_ordered_keyword|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera.typi... | schema.validate(pd.DataFrame(data=test_data)) | 1,000 | 12 |
unionai-oss/pandera | train | 231 | 631089c94922dacc619a58b65597921b33cd6d68 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,387 | 8 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | frictionless_schema["primaryKey"] | modified | 907bf3409e5c8ed368a35cc77448a2b293876f3ab1e56c19d527fefc5c0d8688 | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera.typi... | frictionless_schema["primaryKey"] | 1,384 | 8 |
unionai-oss/pandera | train | 232 | 4d16290941b4ee48b8c7d52162072c0c24c74336 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 925 | 9 | pytest.raises | test_check_types_union_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.SchemaErrors) | modified | fa2e1192aa490c4997a7780eaf4b9640364f8c2df3ee2475e961aae32c434423 | pytest.raises|test_check_types_union_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, Strin... | errors.SchemaErrors) | 923 | 9 |
unionai-oss/pandera | train | 232 | 4d16290941b4ee48b8c7d52162072c0c24c74336 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 722 | 4 | assert | test_is_binary | """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... | pa.dtypes.is_binary(pa.dtypes.Binary()) | added | 4dcff1de1655095a6e74c4b07f91af1d4a34e736d96acc7968dfcc442fa4d8f0 | assert|test_is_binary|"""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... | null | null | null |
unionai-oss/pandera | train | 232 | 4d16290941b4ee48b8c7d52162072c0c24c74336 | train | tests/core/test_extensions.py | train | unionai-oss/pandera:tests/core/test_extensions.py | 167 | 4 | assert | test_register_custom_groupby_check | # pylint: disable=no-member,redefined-outer-name,unused-argument
# pylint: disable=unused-variable
"""Unit tests for pandera API extensions."""
from typing import Any, Optional, Union
import pandas as pd
import pytest
import pandera as pa
import pandera.strategies as st
from pandera import DataType, extensions
from ... | isinstance(schema_df_check(data_df_check), pd.DataFrame) | modified | b7bdd7000b8db5da6313c978a4cd9764f92d9e59375dd4074dd731ce1c3860d0 | assert|test_register_custom_groupby_check|# pylint: disable=no-member,redefined-outer-name,unused-argument # pylint: disable=unused-variable """Unit tests for pandera API extensions.""" from typing import Any, Optional, Union import pandas as pd import pytest import pandera as pa import pandera.strategies as st from pa... | isinstance(schema_df_check(data_df_check), pd.DataFrame) | 170 | 4 |
unionai-oss/pandera | train | 232 | 4d16290941b4ee48b8c7d52162072c0c24c74336 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,346 | 4 | assert | test_get_schema_metadata | """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... | metadata | added | 08ea032508f4031665b692855b46d8fb23853938fb7118833b5c02555252fcea | assert|test_get_schema_metadata|"""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... | null | null | null |
unionai-oss/pandera | train | 232 | 4d16290941b4ee48b8c7d52162072c0c24c74336 | 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 dask_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 pandera.... | isinstance(schema1.validate(data), DataFrame) | added | f7a9aad05144b4aa7cb3758145ca3e0dac2ffdde129deea896540c62e56704b0 | assert|test_dataframe_add_schema|"""Unit tests for dask_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 pand... | null | null | null |
unionai-oss/pandera | train | 232 | 4d16290941b4ee48b8c7d52162072c0c24c74336 | train | tests/pyspark/test_pyspark_engine.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_engine.py | 37 | 12 | assert | test_pyspark_data_type | """Tests Engine subclassing and registring DataTypes.Test pyspark engine."""
# pylint:disable=redefined-outer-name,unused-argument
import pytest
from pandera.engines import pyspark_engine
@pytest.mark.parametrize(
"data_type",
list(
pyspark_engine.Engine.get_registered_dtypes()
), # pylint:disab... | pd_dtype_from_str | added | ceaeb20ef980e5836a3d7ea516cdef48f140e459edbd1d013f2de3a618f43461 | assert|test_pyspark_data_type|"""Tests Engine subclassing and registring DataTypes.Test pyspark engine.""" # pylint:disable=redefined-outer-name,unused-argument import pytest from pandera.engines import pyspark_engine @pytest.mark.parametrize( "data_type", list( pyspark_engine.Engine.get_registered_dtypes() ), # pylint... | null | null | null |
unionai-oss/pandera | train | 232 | 4d16290941b4ee48b8c7d52162072c0c24c74336 | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 222 | 4 | assert | test_pyspark_fields_metadata | """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.pyspark as pa
from pandera.config import PanderaConfig, ValidationDepth
from pandera.pyspark import DataF... | expected | added | 383bf06caa159910209c0d4b687c261e1b04d834e9955ba2856e5d941a2cc902 | assert|test_pyspark_fields_metadata|"""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.pyspark as pa from pandera.config import PanderaConfig, ValidationDepth... | null | null | null |
unionai-oss/pandera | train | 232 | 4d16290941b4ee48b8c7d52162072c0c24c74336 | train | tests/pyspark/test_schemas_on_pyspark_pandas.py | train | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark_pandas.py | 326 | 17 | pytest.raises | test_nullable | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark.pandas as ps
import pytest
from packaging import version
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system... | OverflowError, match="mktime argument out of range") | modified | 1f706e9d75d2c58ab952d9ab9a87c3772ba958bb9b0b5230ab21a804d795063b | pytest.raises|test_nullable|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark.pandas as ps import pytest from packaging import version from pyspark import SparkContext import pandera as pa from pandera import ... | OverflowError, match="mktime argument out of range") | 326 | 17 |
unionai-oss/pandera | train | 233 | ff9e0af1aa3f796e3ec876e949366d8bff03fb28 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 730 | 4 | assert | test_no_dtype_series | """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... | isinstance(validated_series, pd.Series) | added | 102cf653c0b39f0a867c71fd96a814cc0c5dd3c430793593ba70e6285ed8abc6 | assert|test_no_dtype_series|"""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 imp... | null | null | null |
unionai-oss/pandera | train | 233 | ff9e0af1aa3f796e3ec876e949366d8bff03fb28 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,088 | 13 | pytest.raises | test_dataframe_schema_update_column | """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... | ValueError) | added | 130987800a5d1e4df6a03df1cb20c4fab78c993463ad21fd22f439cc7c786a74 | pytest.raises|test_dataframe_schema_update_column|"""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 ... | null | null | null |
unionai-oss/pandera | train | 233 | ff9e0af1aa3f796e3ec876e949366d8bff03fb28 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,431 | 9 | pytest.raises | test_lazy_dataframe_scalar_false_check | """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... | errors.SchemaErrors) | added | bf8407701b07c01954c67b393fd11d76e6db68607c614c4fc11de365c8352f1f | pytest.raises|test_lazy_dataframe_scalar_false_check|"""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, Uni... | null | null | null |
unionai-oss/pandera | train | 233 | ff9e0af1aa3f796e3ec876e949366d8bff03fb28 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,003 | 8 | assert | test_schema_str_repr | """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... | x.startswith(f"<Schema {schema.__class__.__name__}(") | added | 1092275be2990127d7b9a0ee1183f4ac7e561c4e5f1a3c8b1541d1efedae18aa | assert|test_schema_str_repr|"""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 imp... | null | null | null |
unionai-oss/pandera | train | 234 | 8413a3a9bf36a38dd05ab1c1a67a8cbaccdf7323 | train | tests/core/test_extension_modules.py | train | unionai-oss/pandera:tests/core/test_extension_modules.py | 22 | 17 | pytest.raises | test_hypotheses_module_import | """Tests for extension module imports."""
import pytest
import pandas as pd
from pandera.api.hypotheses import Hypothesis
from pandera.backends.pandas.hypotheses import HAS_SCIPY
def test_hypotheses_module_import() -> None:
"""Test that Hypothesis built-in methods raise import error."""
data = pd.Series([1... | ImportError) | added | 71c226edc7e9569927ee65463fdadc645b75a429bddedfe9bff9d259e5bac85b | pytest.raises|test_hypotheses_module_import|"""Tests for extension module imports.""" import pytest import pandas as pd from pandera.api.hypotheses import Hypothesis from pandera.backends.pandas.hypotheses import HAS_SCIPY def test_hypotheses_module_import() -> None: """Test that Hypothesis built-in methods raise impor... | null | null | null |
unionai-oss/pandera | train | 235 | ef4b5aab78fe5c7a35135af0eeb7b7925a9d571a | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 132 | 4 | assert | test_schema_with_bare_types_field_type | """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... | None | modified | a65abf4d75dc2728e3c2d2762d82bc7c9917260342372639c54520d875c58b9e | assert|test_schema_with_bare_types_field_type|"""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 pande... | None | 131 | 4 |
unionai-oss/pandera | train | 235 | ef4b5aab78fe5c7a35135af0eeb7b7925a9d571a | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 312 | 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["a"].required | modified | baca17481f24d0a36edbd3f122f3a72874a83518193dfb8ef7b4d86af65b56f7 | 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... | not schema.columns["a"].required | 311 | 4 |
unionai-oss/pandera | train | 235 | ef4b5aab78fe5c7a35135af0eeb7b7925a9d571a | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 323 | 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'") | modified | f7ccd864d41892357558000b897980185924394c0d4febad967ada4d61a696a6 | 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... | pandera.errors.SchemaInitError, match="'a' can only be assigned a 'Field'") | 322 | 9 |
unionai-oss/pandera | train | 235 | ef4b5aab78fe5c7a35135af0eeb7b7925a9d571a | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 357 | 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 | 5b348a234383a6140f013a3dfbb874843d3e9e1cfe451bf5ccb08ff137d3914a | 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 | 236 | d43a11b5090de60897f900479fae3dd68b016415 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,465 | 4 | assert_* | test_drop_invalid_for_multi_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... | expected_obj) | added | fee6f72817244a9fbe8a7e42492d5b6dfe0a64970ae30ad88343d7b1f9211517 | assert_*|test_drop_invalid_for_multi_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 ... | null | null | null |
unionai-oss/pandera | train | 236 | d43a11b5090de60897f900479fae3dd68b016415 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,497 | 4 | assert | test_get_schema_metadata | """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... | metadata | added | ee37688dbe9dde11eba00579e6bc0b831f98b38199e063935cc614b484caf3a5 | assert|test_get_schema_metadata|"""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... | null | null | null |
unionai-oss/pandera | train | 237 | 85cdcec4140d5c494ae7eb81a06c6daa9c8cf5d9 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 235 | 8 | assert | test_check_decorator_coercion | """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,
... | "int64" | modified | 8f2cbcfe4b56f274bd1d373fd560f44681f65589baeb188a835acf0418f5f399 | assert|test_check_decorator_coercion|"""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, ch... | "int64" | 235 | 8 |
unionai-oss/pandera | train | 237 | 85cdcec4140d5c494ae7eb81a06c6daa9c8cf5d9 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 866 | 4 | assert_* | test_check_types_method_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,
... | SomeClass.class_method(df1=in1, df2=in2)) | modified | 7386bc679125807711eac86e16d114754a9fb42113a07f410f75a56731626b96 | assert_*|test_check_types_method_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, c... | SomeClass.class_method(df1=in1, df2=in2)) | 866 | 4 |
unionai-oss/pandera | train | 237 | 85cdcec4140d5c494ae7eb81a06c6daa9c8cf5d9 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 946 | 4 | assert | test_check_types_non_dataframes | """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,
... | isinstance(str_val, str) | modified | 2da81a228b9316fb7ee4cb1b079f286c01a490c117a57603705ab5fd80e153ba | assert|test_check_types_non_dataframes|"""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, ... | isinstance(str_val, str) | 946 | 4 |
unionai-oss/pandera | train | 237 | 85cdcec4140d5c494ae7eb81a06c6daa9c8cf5d9 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 952 | 4 | assert | test_field_name_access | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | "i2" | modified | 6a6f3a93dfcf3e6356d9e4af69a2db5d8959ea5f64ef40db5bd26f44108846db | assert|test_field_name_access|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pytest im... | "i2" | 952 | 4 |
unionai-oss/pandera | train | 237 | 85cdcec4140d5c494ae7eb81a06c6daa9c8cf5d9 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,158 | 4 | assert | test_from_records_sets_the_index_from_schema | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | isinstance(pandera_validated_df, DataFrame) | modified | 2ed3f6b71708ae1ea117698907919d55eb895c9c46fcac85c5383cf58f1debd2 | assert|test_from_records_sets_the_index_from_schema|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas ... | isinstance(pandera_validated_df, DataFrame) | 1,158 | 4 |
unionai-oss/pandera | train | 237 | 85cdcec4140d5c494ae7eb81a06c6daa9c8cf5d9 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,879 | 9 | pytest.raises | test_invalid_keys | """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... | errors.SchemaInitError) | added | 55d09fcfb24812063bd2f6f2fed08bbb24b53f817a67b750a1fa3f47475fbb55 | pytest.raises|test_invalid_keys|"""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... | null | null | null |
unionai-oss/pandera | train | 237 | 85cdcec4140d5c494ae7eb81a06c6daa9c8cf5d9 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,110 | 8 | assert | test_missing_columns | """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... | [ "column3", "column2", ] | added | 9009f3761b0076cca1fd56573b1546f7f9ccd2e20aebe1431f8eea9a8c23780c | assert|test_missing_columns|"""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 imp... | null | null | null |
unionai-oss/pandera | train | 237 | 85cdcec4140d5c494ae7eb81a06c6daa9c8cf5d9 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,204 | 4 | assert_* | test_default_works_correctly_on_schemas_with_multiple_colummns | """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_df) | added | b19f32eadf9e9344b641114af228253792a4ebcbdc14a8ddc5f96e9078f95143 | assert_*|test_default_works_correctly_on_schemas_with_multiple_colummns|"""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, Lis... | null | null | null |
unionai-oss/pandera | train | 238 | 6c3efcced1d3161a8b3bb048a013ebed54862de8 | train | tests/core/test_checks.py | train | unionai-oss/pandera:tests/core/test_checks.py | 412 | 9 | pytest.raises | test_raise_warning_dataframe | """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... | errors.SchemaError) | added | d33df03bb42b3e1cb1fdf6ef28dc4f47483aa3d092741886a23ad9df067f4cc2 | pytest.raises|test_raise_warning_dataframe|"""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.py | train | unionai-oss/pandera:tests/core/test_checks.py | 455 | 8 | assert | test_dataframe_check_schema_error | """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... | pd.isna( exc.failure_cases.query( "index == 2 & column == 'b'" ).failure_case.iloc[0] ) | modified | c91ff5bb9c1d549639ab77f3a6120b32978dea47efcdd2dbd5c5f52e7de23ae5 | assert|test_dataframe_check_schema_error|"""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() ... | pd.isna( exc.failure_cases.query( "index == 3 & column == 'b'" ).failure_case.iloc[0] ) | 456 | 8 |
unionai-oss/pandera | train | 238 | 6c3efcced1d3161a8b3bb048a013ebed54862de8 | train | tests/core/test_checks.py | train | unionai-oss/pandera:tests/core/test_checks.py | 480 | 4 | assert | test_prepare_series_check_output_df_level | """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... | expected_output | added | 6b86ac2787165255fe3c111cf28782d1e16362985d11f1678b783e209e1d4607 | assert|test_prepare_series_check_output_df_level|"""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_c... | null | null | null |
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