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 | 178 | 65a3ab14e34393a38e09c396e5b3b3fc3d581105 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,150 | 4 | assert | test_frictionless_schema_parses_correctly | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | [ {"check": "column_in_schema", "failure_case": "unexpected_column"}, {"check": "column_in_dataframe", "failure_case": "date_col"}, {"check": "coerce_dtype('float64')", "failure_case": "a"}, {"check": "field_uniqueness", "failure_case": 12}, {"check": "in_range(10, 99)", "failure_case": 1}, {"check": "in_range(10, 99)"... | modified | ecfb911ec42c805ce725c58f1217c9f3f71bd970c46346aca9c4fc5ba1b70779 | assert|test_frictionless_schema_parses_correctly|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.... | [ {"check": "column_in_schema", "failure_case": "unexpected_column"}, {"check": "column_in_dataframe", "failure_case": "date_col"}, {"check": "coerce_dtype('float64')", "failure_case": "a"}, {"check": "field_uniqueness", "failure_case": 12}, {"check": "in_range(10, 99)", "failure_case": 1}, {"check": "in_range(10, 99)"... | 1,150 | 4 |
unionai-oss/pandera | train | 178 | 65a3ab14e34393a38e09c396e5b3b3fc3d581105 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,202 | 8 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | schema.columns[frictionless_schema["primaryKey"][0]].unique | modified | cdbf51411eaf9b8fcef440bde6877dde8410af5936859e80148f9c0fc68d5724 | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engin... | schema.columns[frictionless_schema["primaryKey"][0]].unique | 1,201 | 8 |
unionai-oss/pandera | train | 178 | 65a3ab14e34393a38e09c396e5b3b3fc3d581105 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,203 | 8 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | None | modified | 0b6eb91029f3c098244d4b419883ba19f10383f39f7af2624f987570f934ad9e | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engin... | None | 1,202 | 8 |
unionai-oss/pandera | train | 178 | 65a3ab14e34393a38e09c396e5b3b3fc3d581105 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,205 | 8 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | frictionless_schema["primaryKey"] | modified | 8016596ab7d2b8a4069e1275eeed479910331bd327995c9dbc5b3eb51e90eb46 | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engin... | frictionless_schema["primaryKey"] | 1,204 | 8 |
unionai-oss/pandera | train | 179 | 0c8dd03a1ecdcba014ad6fcc55f1c20e02106268 | train | tests/core/test_checks_builtin.py | train | unionai-oss/pandera:tests/core/test_checks_builtin.py | 57 | 4 | assert | """Tests for builtin checks in pandera.checks.Check
"""
from typing import Iterable
import pandas as pd
import pytest
from pandera.checks import Check
from pandera.errors import SchemaError
from pandera.schema_components import Column
from pandera.schemas import DataFrameSchema, SeriesSchema
def check_values(
... | not check_result.check_passed | added | 64cac33ed5c4d8fd4cffac91e5e1c88e8897ca53df125f6bcd95da380ce9dc5d | assert||"""Tests for builtin checks in pandera.checks.Check """ from typing import Iterable import pandas as pd import pytest from pandera.checks import Check from pandera.errors import SchemaError from pandera.schema_components import Column from pandera.schemas import DataFrameSchema, SeriesSchema def check_values( v... | null | null | null | |
unionai-oss/pandera | train | 179 | 0c8dd03a1ecdcba014ad6fcc55f1c20e02106268 | train | tests/core/test_checks_builtin.py | train | unionai-oss/pandera:tests/core/test_checks_builtin.py | 169 | 13 | pytest.raises | test_argument_check | """Tests for builtin checks in pandera.checks.Check
"""
from typing import Iterable
import pandas as pd
import pytest
from pandera.checks import Check
from pandera.errors import SchemaError
from pandera.schema_components import Column
from pandera.schemas import DataFrameSchema, SeriesSchema
def check_values(
... | ValueError) | added | 0308988df82c79387d12c423a289a086e9548b57b2a492c3c27aeee24d61ce4a | pytest.raises|test_argument_check|"""Tests for builtin checks in pandera.checks.Check """ from typing import Iterable import pandas as pd import pytest from pandera.checks import Check from pandera.errors import SchemaError from pandera.schema_components import Column from pandera.schemas import DataFrameSchema, Series... | null | null | null |
unionai-oss/pandera | train | 179 | 0c8dd03a1ecdcba014ad6fcc55f1c20e02106268 | train | tests/core/test_checks_builtin.py | train | unionai-oss/pandera:tests/core/test_checks_builtin.py | 799 | 13 | pytest.raises | test_argument_check | """Tests for builtin checks in pandera.checks.Check
"""
from typing import Iterable
import pandas as pd
import pytest
from pandera.checks import Check
from pandera.errors import SchemaError
from pandera.schema_components import Column
from pandera.schemas import DataFrameSchema, SeriesSchema
def check_values(
... | ValueError) | added | 2932c78e10c199653602a4a59e3ce4a1eadc392284ec8035c084212236a593ce | pytest.raises|test_argument_check|"""Tests for builtin checks in pandera.checks.Check """ from typing import Iterable import pandas as pd import pytest from pandera.checks import Check from pandera.errors import SchemaError from pandera.schema_components import Column from pandera.schemas import DataFrameSchema, Series... | null | null | null |
unionai-oss/pandera | train | 179 | 0c8dd03a1ecdcba014ad6fcc55f1c20e02106268 | train | tests/core/test_checks_builtin.py | train | unionai-oss/pandera:tests/core/test_checks_builtin.py | 1,034 | 9 | pytest.raises | test_unique_values_eq_raise_error | """Tests for builtin checks in pandera.checks.Check
"""
from typing import Iterable
import pandas as pd
import pytest
from pandera.checks import Check
from pandera.errors import SchemaError
from pandera.schema_components import Column
from pandera.schemas import DataFrameSchema, SeriesSchema
def check_values(
... | TypeError) | added | dbe01d333d9380194411760db51165e29302f4551c88887e629cdab57fb56267 | pytest.raises|test_unique_values_eq_raise_error|"""Tests for builtin checks in pandera.checks.Check """ from typing import Iterable import pandas as pd import pytest from pandera.checks import Check from pandera.errors import SchemaError from pandera.schema_components import Column from pandera.schemas import DataFrame... | null | null | null |
unionai-oss/pandera | train | 180 | 7a9c6ca1de90b632d81c302ca730ae5c0eb02936 | train | tests/core/test_checks.py | train | unionai-oss/pandera:tests/core/test_checks.py | 476 | 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,
error_formatters,
errors,
)
def test_vectorized_checks() -> None:
"""Test that u... | expected_output | added | 997735497d69bc6022f2222078fd993f3743bc660147a76bf3488e30088a3d97 | 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, error_formatters, errors, ) def test_vectorized_checks() -> None: """Test that using... | null | null | null |
unionai-oss/pandera | train | 181 | 31b064352d2d6173147bfd9389066028eed385d6 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 245 | 4 | assert | test_in_range_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.draw(strat) | modified | 179f98a03a5d67520ee5a36caff2109110386c23562bb45c760a48bb623bdf87 | assert|test_in_range_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 ... | data.draw(strat) | 245 | 4 |
unionai-oss/pandera | train | 181 | 31b064352d2d6173147bfd9389066028eed385d6 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 330 | 4 | assert | test_str_pattern_checks | # 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... | re.search(pattern, example) | modified | 799255e11f4d9b8a7f14c9f0b0c3a935d920c92c5947eabae91d76ba79258683 | assert|test_str_pattern_checks|# 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... | re.search(pattern, example) | 330 | 4 |
unionai-oss/pandera | train | 181 | 31b064352d2d6173147bfd9389066028eed385d6 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 802 | 13 | pytest.raises | test_unsatisfiable_checks | # 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... | hypothesis.errors.Unsatisfiable) | modified | b3c09d54d534d35128230d17e82df0922e802b32093a46eb179105ac5a964b6b | pytest.raises|test_unsatisfiable_checks|# 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.mo... | hypothesis.errors.Unsatisfiable) | 802 | 13 |
unionai-oss/pandera | train | 181 | 31b064352d2d6173147bfd9389066028eed385d6 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 856 | 13 | pytest.raises | test_schema_component_with_no_pdtype | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | pa.errors.SchemaDefinitionError) | modified | c2992740ef33e45434a43fe4de302c714da933724474864f4b42c98c9dd95ff7 | pytest.raises|test_schema_component_with_no_pdtype|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from ... | pa.errors.SchemaDefinitionError) | 856 | 13 |
unionai-oss/pandera | train | 182 | 145214c7a8b45a71c79af324a3d5aa508fe388fb | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 80 | 12 | assert | test_infer_dataframe_statistics | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import numpy as np
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_... | DEFAULT_FLOAT.check(stat_columns["int"]["dtype"]) | modified | a2eb4a49741291c5d9bb12ebfe91822aa77f723ed200bbbe06220621e018021d | assert|test_infer_dataframe_statistics|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import numpy as np import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engi... | DEFAULT_FLOAT.check(stat_columns["int"]["dtype"]) | 79 | 12 |
unionai-oss/pandera | train | 182 | 145214c7a8b45a71c79af324a3d5aa508fe388fb | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 170 | 8 | assert | _test_statistics | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import numpy as np
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_... | expectation | modified | 13eed8bd8f2bf57fecc53e54107b38adf6b6bbd760263f1f325b8d7c59859397 | assert|_test_statistics|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import numpy as np import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)... | expectation | 169 | 8 |
unionai-oss/pandera | train | 182 | 145214c7a8b45a71c79af324a3d5aa508fe388fb | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 519 | 4 | assert | test_get_dataframe_schema_statistics | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import numpy as np
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_... | expectation | added | a5fcc430cdff900e48d2fb2c7804f1512abc6c37be26514c1d5b43ac911ebabc | assert|test_get_dataframe_schema_statistics|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import numpy as np import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine... | null | null | null |
unionai-oss/pandera | train | 182 | 145214c7a8b45a71c79af324a3d5aa508fe388fb | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 662 | 4 | assert | test_parse_checks_and_statistics_no_param | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import numpy as np
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_... | set(checks) | added | 82486fb178b647a2c3b848faf4a27e13c9c5385c07961303d55766ac04ea8b58 | assert|test_parse_checks_and_statistics_no_param|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import numpy as np import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_e... | null | null | null |
unionai-oss/pandera | train | 183 | ae96b844dc994da8058015950904aafb3678b7e3 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 154 | 9 | pytest.raises | test_dataframe_schema_strict | """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 | 30179fac7ca0f761c8fa263dcffd485cda76209404badceb7e6b3e0f2bbe257b | pytest.raises|test_dataframe_schema_strict|"""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 ... | errors.SchemaError) | 153 | 9 |
unionai-oss/pandera | train | 183 | ae96b844dc994da8058015950904aafb3678b7e3 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 650 | 9 | pytest.raises | test_required | """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... | Exception) | modified | ada4e8d3e15f3be17e3183fbb2ed0029b21ff0c1ec0f2a2fdf6bcef5f75c4c90 | pytest.raises|test_required|"""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... | Exception) | 649 | 9 |
unionai-oss/pandera | train | 183 | ae96b844dc994da8058015950904aafb3678b7e3 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 853 | 4 | assert | test_add_and_remove_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... | expected_schema_3 | modified | 7fca24ab51def16729cecdb22501ab39240204350e08ab1c60c25a236eb50989 | assert|test_add_and_remove_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... | expected_schema_3 | 852 | 4 |
unionai-oss/pandera | train | 183 | ae96b844dc994da8058015950904aafb3678b7e3 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,304 | 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) | modified | 0b95bcdbac1558adaf0cd9974fa7f63142c907f817afe0db7702024d2d682263 | 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... | errors.SchemaErrors) | 1,303 | 9 |
unionai-oss/pandera | train | 183 | ae96b844dc994da8058015950904aafb3678b7e3 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,150 | 4 | assert | test_frictionless_schema_parses_correctly | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | [ {"check": "column_in_schema", "failure_case": "unexpected_column"}, {"check": "column_in_dataframe", "failure_case": "date_col"}, { "check": "str_length(3, 80)", "failure_case": "dddddddddddddddddddddddddddddddddddddddddddddddddddd" "dddddddddddddddddddddddddddddddddddddddddddddddd", }, {"check": "isin({1.0, 2.0, 3.0... | modified | 47316d1268de767f4daa81d5bf4971fd651c7f610c18a8bda9a9fbbd008bf41c | assert|test_frictionless_schema_parses_correctly|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.... | [ {"check": "column_in_schema", "failure_case": "unexpected_column"}, {"check": "column_in_dataframe", "failure_case": "date_col"}, {"check": "coerce_dtype('float64')", "failure_case": "a"}, {"check": "field_uniqueness", "failure_case": 12}, {"check": "in_range(10, 99)", "failure_case": 1}, {"check": "in_range(10, 99)"... | 1,150 | 4 |
unionai-oss/pandera | train | 183 | ae96b844dc994da8058015950904aafb3678b7e3 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,207 | 8 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | schema.columns[frictionless_schema["primaryKey"][0]].unique | added | cecfdcc2bec704296be06b337f2711064f5bc1fb6f6773a743c405565ccb1ec2 | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engin... | null | null | null |
unionai-oss/pandera | train | 183 | ae96b844dc994da8058015950904aafb3678b7e3 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,208 | 8 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | None | modified | 5880255b9b723c4e2cd26b565c8f0db3a445218b377371ab49801f31bea64530 | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engin... | frictionless_schema["primaryKey"] | 1,205 | 8 |
unionai-oss/pandera | train | 183 | ae96b844dc994da8058015950904aafb3678b7e3 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,212 | 12 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | not schema.columns[key].unique | added | 495ffec815b671aeb9531d9a8ffc89c649d3acdd5138c0bfc1ddb57101688a4d | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engin... | null | null | null |
unionai-oss/pandera | train | 184 | d6d0fb6a2876a6950736152ae7b5949b21c4b5d6 | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 303 | 4 | assert | test_schema_component_equality_operators | """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... | copy.deepcopy(multi_index) | added | f959305d21e163abd2a3ff99339c98f76266b2907e437fa06584ee2fd1d05f0b | assert|test_schema_component_equality_operators|"""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, error... | null | null | null |
unionai-oss/pandera | train | 184 | d6d0fb6a2876a6950736152ae7b5949b21c4b5d6 | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 388 | 13 | pytest.raises | test_column_regex_multiindex | """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... | IndexError) | added | 809f993cccd54aa2a79f0c7f2a24048fda0debe4671211692ef1fd4fb2e6f736 | pytest.raises|test_column_regex_multiindex|"""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, ) ... | null | null | null |
unionai-oss/pandera | train | 184 | d6d0fb6a2876a6950736152ae7b5949b21c4b5d6 | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 572 | 4 | assert | test_column_regex_non_str_types | """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... | isinstance(schema.validate(data), pd.DataFrame) | added | 7c96315be70066e3575d19241c203d97a38caf5c640184062ba8561d0c7d2746 | assert|test_column_regex_non_str_types|"""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... | null | null | null |
unionai-oss/pandera | train | 184 | d6d0fb6a2876a6950736152ae7b5949b21c4b5d6 | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 812 | 9 | pytest.raises | test_multiindex_unordered_init_exception | """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.SchemaInitError) | added | 889724ad754aef6ef5eaabedf7dde02ed00d17f4a8b0d9a913ff956aec1f859e | pytest.raises|test_multiindex_unordered_init_exception|"""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... | null | null | null |
unionai-oss/pandera | train | 185 | e382dd2b1c4e1d65da7080c847d7e2aa7981635e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,084 | 9 | pytest.raises | test_lazy_dataframe_validation_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.SchemaErrors, match="A total of .+ schema errors were found") | added | aecf04a0fa5b948668604ddb8a77a963fb567a0cd1bbf99fde552b9f8ad0b151 | pytest.raises|test_lazy_dataframe_validation_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... | null | null | null |
unionai-oss/pandera | train | 185 | e382dd2b1c4e1d65da7080c847d7e2aa7981635e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,237 | 8 | assert | test_lazy_dataframe_validation_with_checks | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | ["YES", "YES", "NO", "NO"] | added | e968cf24eaf1c0011f6047facd8925041fe96d0ed7989a375b9c4d3d5aab73c0 | assert|test_lazy_dataframe_validation_with_checks|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union ... | null | null | null |
unionai-oss/pandera | train | 185 | e382dd2b1c4e1d65da7080c847d7e2aa7981635e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,308 | 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 | 85204707190c54bec7aa6b495ad382363e4d434d874e86a7872f59b1c135edb0 | 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 | 185 | e382dd2b1c4e1d65da7080c847d7e2aa7981635e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,787 | 8 | assert | test_series_schema_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... | None | modified | 3d9a2c342a56c64d483ceb389d65778532ce81ec1add89db80377bb72499f366 | assert|test_series_schema_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... | Engine.dtype(dtype) | 1,785 | 8 |
unionai-oss/pandera | train | 186 | 54fa5dcac802c2b843c96ed43a7d97a84c55f4c4 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 572 | 4 | assert | test_inferred_schema_io | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | schema_from_yaml | modified | d58a9438925e45ba40f21396b44138250e91c8aaeb64c3b37b7a3a509f8d7197 | assert|test_inferred_schema_io|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engines import pan... | schema_from_yaml | 571 | 4 |
unionai-oss/pandera | train | 186 | 54fa5dcac802c2b843c96ed43a7d97a84c55f4c4 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 631 | 9 | pytest.raises | test_from_yaml_load_required_fields | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | pandera.errors.SchemaDefinitionError, match=".*must be a mapping.*") | modified | d6f808a70c76df61a6448f8ad2b9d32bfde282be6506b90259e9764a9258bbe7 | pytest.raises|test_from_yaml_load_required_fields|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera... | pandera.errors.SchemaDefinitionError, match=".*must be a mapping.*") | 630 | 9 |
unionai-oss/pandera | train | 186 | 54fa5dcac802c2b843c96ed43a7d97a84c55f4c4 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 692 | 8 | assert | test_io_yaml_file_obj | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | None | added | 1a368c47b1c896efb50642407207ecded97aed3fd7c58c760e0065519e9257cf | assert|test_io_yaml_file_obj|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engines import panda... | null | null | null |
unionai-oss/pandera | train | 186 | 54fa5dcac802c2b843c96ed43a7d97a84c55f4c4 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 913 | 8 | assert | test_to_yaml_retains_ordered_keyword | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | validation_df.equals(expected) | added | 2817f17ef647d5fa2d7c46393d88f72fed20bdff67df7b9ca8fe7a05d136db7c | assert|test_to_yaml_retains_ordered_keyword|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engin... | null | null | null |
unionai-oss/pandera | train | 187 | 7a1aceba255a45b3ceb211e12001023f7898f003 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 285 | 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
from decimal import Decimal
from typing import Any,... | dataclasses.FrozenInstanceError) | modified | 88e753f9584e3242af9a905dcd28f0d847a84bfa45ddd71e8116a1d95271aa3a | 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 from decimal imp... | dataclasses.FrozenInstanceError) | 285 | 9 |
unionai-oss/pandera | train | 187 | 7a1aceba255a45b3ceb211e12001023f7898f003 | train | tests/core/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/core/test_from_to_format_conversions.py | 162 | 12 | assert | test_from_format | # pylint: disable=missing-class-docstring,too-few-public-methods
"""Test conversion of data from and to different formats."""
import io
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pandas_engine
class InSchema(pa.SchemaModel):
str_col: pa.typing.Series[str] = pa.Field(uniq... | df.equals(out) | added | 090affa4f9638bf9cd680ba4bef4376467e43011ec58d2ffbbe9e217bcfa7f96 | assert|test_from_format|# pylint: disable=missing-class-docstring,too-few-public-methods """Test conversion of data from and to different formats.""" import io import pandas as pd import pytest import pandera as pa from pandera.engines import pandas_engine class InSchema(pa.SchemaModel): str_col: pa.typing.Series[str] ... | null | null | null |
unionai-oss/pandera | train | 187 | 7a1aceba255a45b3ceb211e12001023f7898f003 | train | tests/core/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/core/test_from_to_format_conversions.py | 212 | 9 | pytest.raises | test_to_format | # pylint: disable=missing-class-docstring,too-few-public-methods
"""Test conversion of data from and to different formats."""
import io
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pandas_engine
class InSchema(pa.SchemaModel):
str_col: pa.typing.Series[str] = pa.Field(uniq... | pa.errors.SchemaError) | added | 805f00d738e7b26e522db4945b2844085c570c2bd276740bda5c24ebce743c9b | pytest.raises|test_to_format|# pylint: disable=missing-class-docstring,too-few-public-methods """Test conversion of data from and to different formats.""" import io import pandas as pd import pytest import pandera as pa from pandera.engines import pandas_engine class InSchema(pa.SchemaModel): str_col: pa.typing.Series[... | null | null | null |
unionai-oss/pandera | train | 187 | 7a1aceba255a45b3ceb211e12001023f7898f003 | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 195 | 9 | pytest.raises | test_single_index_multi_index_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) | modified | be495343f8e5133c2c9228a37622b52e1d0d091c99422e87948a386394897d8e | pytest.raises|test_single_index_multi_index_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.SchemaError) | 195 | 9 |
unionai-oss/pandera | train | 187 | 7a1aceba255a45b3ceb211e12001023f7898f003 | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 576 | 4 | assert | test_column_regex_non_str_types | """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... | isinstance(schema.validate(data), pd.DataFrame) | added | 477dcd3da4af22149d22deea9a3edc480b12de50cd5304d4d99b6edc2ca5ebbc | assert|test_column_regex_non_str_types|"""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... | null | null | null |
unionai-oss/pandera | train | 187 | 7a1aceba255a45b3ceb211e12001023f7898f003 | train | tests/fastapi/test_app.py | train | unionai-oss/pandera:tests/fastapi/test_app.py | 58 | 4 | assert | test_transactions_endpoint | # pylint: disable=redefined-outer-name,unused-argument
"""Unit tests for using pandera types in fastapi endpoints."""
import io
import subprocess
import time
from copy import deepcopy
import pandas as pd
import pytest
import requests
from hypothesis import given
from tests.fastapi.models import Transactions, Transac... | expected_output | modified | d84eb4e22aac2aa46ae564425f66218aae1d96e627cc077ecf6d73f061f2c889 | assert|test_transactions_endpoint|# pylint: disable=redefined-outer-name,unused-argument """Unit tests for using pandera types in fastapi endpoints.""" import io import subprocess import time from copy import deepcopy import pandas as pd import pytest import requests from hypothesis import given from tests.fastapi.mode... | expected_output | 56 | 4 |
unionai-oss/pandera | train | 187 | 7a1aceba255a45b3ceb211e12001023f7898f003 | train | tests/fastapi/test_app.py | train | unionai-oss/pandera:tests/fastapi/test_app.py | 75 | 4 | assert | test_upload_file_endpoint | # pylint: disable=redefined-outer-name,unused-argument
"""Unit tests for using pandera types in fastapi endpoints."""
import io
import subprocess
import time
from copy import deepcopy
import pandas as pd
import pytest
import requests
from hypothesis import given
from tests.fastapi.models import Transactions, Transac... | "file" | modified | a8c0a1326c8390488f19e0a173f758cab77c1c21de56dcf1dd59b2cdacf9c06b | assert|test_upload_file_endpoint|# pylint: disable=redefined-outer-name,unused-argument """Unit tests for using pandera types in fastapi endpoints.""" import io import subprocess import time from copy import deepcopy import pandas as pd import pytest import requests from hypothesis import given from tests.fastapi.model... | "file" | 73 | 4 |
unionai-oss/pandera | train | 187 | 7a1aceba255a45b3ceb211e12001023f7898f003 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 168 | 8 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | expected_errors[lineno]["errcode"] | added | 371131a091c8303b212e09f988cead6fc1f6f44c52696f80df63f46a95658a44 | assert|test_pandas_stubs_false_positives|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subproc... | null | null | null |
unionai-oss/pandera | train | 188 | 4e9c997872eaa5271e64d110672ce3ff073bb99a | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 108 | 4 | assert | test_logical_datatype_check | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | list(cast(Iterable, actual_results)) | modified | 3b8450e84066df0dfbe98a051871bfa57c3b7166d2c98726bf08c4d50d47b8ab | assert|test_logical_datatype_check|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal import p... | list(cast(Iterable, actual_results)) | 109 | 4 |
unionai-oss/pandera | train | 188 | 4e9c997872eaa5271e64d110672ce3ff073bb99a | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 160 | 8 | assert_* | test_logical_datatype_coerce | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | actual_failure_cases) | modified | 2bec384119d4aedf43d4e495055d5fbaa1e9c1837738a3bb63dedf09b97a64aa | assert_*|test_logical_datatype_coerce|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal impor... | actual_failure_cases) | 161 | 8 |
unionai-oss/pandera | train | 188 | 4e9c997872eaa5271e64d110672ce3ff073bb99a | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 216 | 8 | assert | test_logical_datatype_coerce_value | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | pd.isna(coerced_value) | modified | 26a72e6392a0b410fc7ed4e2aa875fd5e437229bc82203e848a463bc5a55416f | assert|test_logical_datatype_coerce_value|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal i... | pd.isna(coerced_value) | 217 | 8 |
unionai-oss/pandera | train | 188 | 4e9c997872eaa5271e64d110672ce3ff073bb99a | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 224 | 9 | pytest.raises | test_invalid_decimal_params | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | ValueError) | modified | ec9feeeeefbce88098812c8df77a51ca29546b966dd37369a1d29b1280909ba5 | pytest.raises|test_invalid_decimal_params|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal i... | ValueError) | 225 | 9 |
unionai-oss/pandera | train | 188 | 4e9c997872eaa5271e64d110672ce3ff073bb99a | train | tests/modin/test_schemas_on_modin.py | train | unionai-oss/pandera:tests/modin/test_schemas_on_modin.py | 215 | 4 | assert | test_unique | """Unit tests for modin data structures."""
import typing
from unittest.mock import MagicMock
import modin.pandas as mpd
import pandas as pd
import pytest
import pandera as pa
from pandera import extensions
from pandera.engines import numpy_engine, pandas_engine
from pandera.typing.modin import DataFrame, Index, Ser... | isinstance(series_schema(data_unique["field"]), mpd.Series) | modified | 8901ad67effc4b0b0fbce25e59dbfa60059f52a9195eef45da62ce0f83464a48 | assert|test_unique|"""Unit tests for modin data structures.""" import typing from unittest.mock import MagicMock import modin.pandas as mpd import pandas as pd import pytest import pandera as pa from pandera import extensions from pandera.engines import numpy_engine, pandas_engine from pandera.typing.modin import DataF... | isinstance(series_schema(data_unique["field"]), mpd.Series) | 215 | 4 |
unionai-oss/pandera | train | 188 | 4e9c997872eaa5271e64d110672ce3ff073bb99a | train | tests/modin/test_schemas_on_modin.py | train | unionai-oss/pandera:tests/modin/test_schemas_on_modin.py | 293 | 9 | pytest.raises | test_strict_schema | """Unit tests for modin data structures."""
import typing
from unittest.mock import MagicMock
import modin.pandas as mpd
import pandas as pd
import pytest
import pandera as pa
from pandera import extensions
from pandera.engines import numpy_engine, pandas_engine
from pandera.typing.modin import DataFrame, Index, Ser... | pa.errors.SchemaError, match="column 'foo' not in DataFrameSchema") | modified | 9d465ee831821861f017cdb4a938f213b071951fddd306f211d7c6e91437bf4e | pytest.raises|test_strict_schema|"""Unit tests for modin data structures.""" import typing from unittest.mock import MagicMock import modin.pandas as mpd import pandas as pd import pytest import pandera as pa from pandera import extensions from pandera.engines import numpy_engine, pandas_engine from pandera.typing.modi... | pa.errors.SchemaError, match="column 'foo' not in DataFrameSchema") | 293 | 9 |
unionai-oss/pandera | train | 188 | 4e9c997872eaa5271e64d110672ce3ff073bb99a | train | tests/modin/test_schemas_on_modin.py | train | unionai-oss/pandera:tests/modin/test_schemas_on_modin.py | 323 | 12 | assert | test_custom_checks | """Unit tests for modin data structures."""
import typing
from unittest.mock import MagicMock
import modin.pandas as mpd
import pandas as pd
import pytest
import pandera as pa
from pandera import extensions
from pandera.engines import numpy_engine, pandas_engine
from pandera.typing.modin import DataFrame, Index, Ser... | (err.failure_cases["failure_case"] == -1).all() | modified | 31d69561fc039da6acf6ae2b54d6a48258f1c8a1c780d61d93f8e7c37e948fb0 | assert|test_custom_checks|"""Unit tests for modin data structures.""" import typing from unittest.mock import MagicMock import modin.pandas as mpd import pandas as pd import pytest import pandera as pa from pandera import extensions from pandera.engines import numpy_engine, pandas_engine from pandera.typing.modin impor... | (err.failure_cases["failure_case"] == -1).all() | 323 | 12 |
unionai-oss/pandera | train | 188 | 4e9c997872eaa5271e64d110672ce3ff073bb99a | train | tests/modin/test_schemas_on_modin.py | train | unionai-oss/pandera:tests/modin/test_schemas_on_modin.py | 386 | 4 | assert | test_check_comparison_operators | """Unit tests for modin data structures."""
import typing
from unittest.mock import MagicMock
import modin.pandas as mpd
import pandas as pd
import pytest
import pandera as pa
from pandera import extensions
from pandera.engines import numpy_engine, pandas_engine
from pandera.typing.modin import DataFrame, Index, Ser... | not invalid_check_result.check_passed | modified | 7206b86b29464151cf2e220bf48878a1afba5cc68bf2d8c52a5821dafb631772 | assert|test_check_comparison_operators|"""Unit tests for modin data structures.""" import typing from unittest.mock import MagicMock import modin.pandas as mpd import pandas as pd import pytest import pandera as pa from pandera import extensions from pandera.engines import numpy_engine, pandas_engine from pandera.typin... | not invalid_check_result.check_passed | 386 | 4 |
unionai-oss/pandera | train | 189 | 4c01eb943fafc58453bcc5d29cb18cc1f4fd98df | 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") | added | 19eeefc7e97feb8991c36f1745e67baa181f115fb52cb4feead14faea48078df | 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... | null | null | null |
unionai-oss/pandera | train | 190 | ba412748d54153ab1bf124c7a7ff6f7af5905fd8 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 483 | 9 | pytest.raises | test_check_types_arguments | """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,
SchemaModel,
String,
... | errors.SchemaErrors, match="Usage Tip") | added | ed2e95f1e150fafdf9c691c51176b756149a696c691ce2791b710498e86b857c | pytest.raises|test_check_types_arguments|"""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, SchemaModel, String, c... | null | null | null |
unionai-oss/pandera | train | 190 | ba412748d54153ab1bf124c7a7ff6f7af5905fd8 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 544 | 9 | pytest.raises | test_check_types_multiple_inputs | """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,
SchemaModel,
String,
... | errors.SchemaError, match="column 'a' not in dataframe") | added | f5bd9656144caa4fc5586a5eeb3d17159640ab0c82702a76343630d0c66ac776 | pytest.raises|test_check_types_multiple_inputs|"""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, SchemaModel, Str... | null | null | null |
unionai-oss/pandera | train | 190 | ba412748d54153ab1bf124c7a7ff6f7af5905fd8 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 607 | 8 | assert | test_check_types_error_output | """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,
SchemaModel,
String,
... | exc.data.equals(df) | added | a3d6ab00b05b84f08a5a34aef6b40d83c5cf56d07abc1b3e6357b30db17a555c | assert|test_check_types_error_output|"""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, SchemaModel, String, check... | null | null | null |
unionai-oss/pandera | train | 190 | ba412748d54153ab1bf124c7a7ff6f7af5905fd8 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 913 | 17 | pytest.raises | test_coroutines | """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,
SchemaModel,
String,
... | errors.SchemaError) | added | 83605cc1a844c38c002adb9730b24561c172fd8047e21068a8716be36fd51619 | pytest.raises|test_coroutines|"""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, SchemaModel, String, check_input,... | null | null | null |
unionai-oss/pandera | train | 191 | 38881b6f0ec6da436a6167413acc6da105bb9aa4 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 551 | 9 | pytest.raises | test_check_types_arguments | """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,
SchemaModel,
String,
... | errors.SchemaErrors, match="Usage Tip") | added | affb6f314e4178f9332ea3bc8f46b36fb089c87e23a3732eeb4426e4f86a2fca | pytest.raises|test_check_types_arguments|"""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, SchemaModel, String, c... | null | null | null |
unionai-oss/pandera | train | 191 | 38881b6f0ec6da436a6167413acc6da105bb9aa4 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 688 | 4 | assert | test_check_types_optional_out | """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,
SchemaModel,
String,
... | None | added | fd65827fb72d68b509b7bdb890a91cb3332271fd51a0403ac00253266b38eec8 | assert|test_check_types_optional_out|"""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, SchemaModel, String, check... | null | null | null |
unionai-oss/pandera | train | 191 | 38881b6f0ec6da436a6167413acc6da105bb9aa4 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 726 | 4 | assert | test_check_types_optional_in_out | """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,
SchemaModel,
String,
... | None | added | a01f216665311d89b03e04311c21b49b8c126aefffbf84786d90e3bd335d1d8d | assert|test_check_types_optional_in_out|"""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, SchemaModel, String, ch... | null | null | null |
unionai-oss/pandera | train | 191 | 38881b6f0ec6da436a6167413acc6da105bb9aa4 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 981 | 17 | pytest.raises | test_coroutines | """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,
SchemaModel,
String,
... | errors.SchemaError) | added | d9c672a20965e28b1786d6cc8fd0d3d6458086c75cee35e89edbc9a06f9bb32a | pytest.raises|test_coroutines|"""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, SchemaModel, String, check_input,... | null | null | null |
unionai-oss/pandera | train | 192 | 7bd106ecebfa3e1dab2db1fbfc3ff7ccdf02f8b0 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 312 | 4 | assert | test_check_not_equivalent | """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
from decimal import Decimal
from typing import Any,... | False | modified | 0d4e3b264f92ee4ed5b65ddcec32b16d86da0b63c7fee20caa60f37314af767f | assert|test_check_not_equivalent|"""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 from decimal impor... | False | 311 | 4 |
unionai-oss/pandera | train | 192 | 7bd106ecebfa3e1dab2db1fbfc3ff7ccdf02f8b0 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 471 | 8 | assert | test_numpy_dtypes | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
import dataclasses
import datetime
import inspect
from decimal import Decimal
from typing import Any,... | pandas_engine.Engine.dtype(np_dtype) | modified | 0b7e1156d872e805c84eeeaf29586ebe6f2c53dc83668b81ad657461a38d7741 | assert|test_numpy_dtypes|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter import dataclasses import datetime import inspect from decimal import Decima... | pandas_engine.Engine.dtype(np_dtype) | 470 | 8 |
unionai-oss/pandera | train | 192 | 7bd106ecebfa3e1dab2db1fbfc3ff7ccdf02f8b0 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 573 | 4 | assert | test_is_bool | """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
from decimal import Decimal
from typing import Any,... | expected | modified | 97e31eb331ca50f0674a06d8ceba1e3f51d3699186eb3bcaadc4694c23de2bc1 | assert|test_is_bool|"""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 from decimal import Decimal fro... | expected | 572 | 4 |
unionai-oss/pandera | train | 192 | 7bd106ecebfa3e1dab2db1fbfc3ff7ccdf02f8b0 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 584 | 4 | assert | test_is_string | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
import dataclasses
import datetime
import inspect
from decimal import Decimal
from typing import Any,... | expected | modified | c281fab9b166a9f75a7f70e08440afc83222e9f089dc8051dca6cfd249ceffd8 | assert|test_is_string|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter import dataclasses import datetime import inspect from decimal import Decimal f... | expected | 583 | 4 |
unionai-oss/pandera | train | 192 | 7bd106ecebfa3e1dab2db1fbfc3ff7ccdf02f8b0 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 99 | 8 | assert | test_pandas_boolean_native_type | """Test pandas engine."""
from datetime import date
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import 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... | dtype.check(coerced_data.dtype) | added | 170663b79dca65fc6a35e3a1cda098a8130ab2c2d303432b14938cf29ca7a583 | assert|test_pandas_boolean_native_type|"""Test pandas engine.""" from datetime import date import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import pandas as pd import pytest import pytz from hypothesis import given from pandera.engines import pandas_engine from pandera.errors... | null | null | null |
unionai-oss/pandera | train | 192 | 7bd106ecebfa3e1dab2db1fbfc3ff7ccdf02f8b0 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 115 | 13 | 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) | added | 6b094e5f0c0404e6c0ce6a1495357f6e5ad791e72e52382e0a3234aed38dfd62 | 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... | null | null | null |
unionai-oss/pandera | train | 192 | 7bd106ecebfa3e1dab2db1fbfc3ff7ccdf02f8b0 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 140 | 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 | 2a7aa98e26f55a8078d638bb7ba54ba7f5912246ba2c47492b8f8ed573c0b4c2 | 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 | 192 | 7bd106ecebfa3e1dab2db1fbfc3ff7ccdf02f8b0 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 182 | 8 | assert | test_pandas_date_coerce_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... | ( coerced_data.applymap(lambda x: isinstance(x, date)) | coerced_data.isna() ).all(axis=None) | added | 274d9c012d816d3fafe53b513ddc036f52565fd7f82edfaff044fadc4e58fab2 | assert|test_pandas_date_coerce_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 i... | null | null | null |
unionai-oss/pandera | train | 193 | 6da537f8741edb499fabf17f258b6a62d59bd2de | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 765 | 8 | assert | test_io_json | """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.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_... | schema | added | 4c3e0d86a296efeb0b9aad5b771694391c898425ebf1ea7049e7a5f006e37e46 | assert|test_io_json|"""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.extensions as pa_ext import pandera.typing as pat from pandera.engin... | null | null | null |
unionai-oss/pandera | train | 193 | 6da537f8741edb499fabf17f258b6a62d59bd2de | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 809 | 8 | assert | test_to_script | """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.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_... | schema_to_write | added | fe24308e77a6f1ec684e3ce40be6c735d564ba7b05c6bad38e79e100cfca73e8 | assert|test_to_script|"""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.extensions as pa_ext import pandera.typing as pat from pandera.eng... | null | null | null |
unionai-oss/pandera | train | 193 | 6da537f8741edb499fabf17f258b6a62d59bd2de | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 879 | 8 | assert | test_to_yaml_registered_dataframe_check | """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.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_... | isinstance( pandas_obj, pd.DataFrame ) | added | 58043af93a1b3c001c0227f7ace6693af755453efe324a625fafbc27233fade5 | assert|test_to_yaml_registered_dataframe_check|"""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.extensions as pa_ext import pandera.typin... | null | null | null |
unionai-oss/pandera | train | 193 | 6da537f8741edb499fabf17f258b6a62d59bd2de | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 967 | 4 | 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.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_... | yaml_schema | added | b5a55395c1b8ba00f9dfbe1d58fe6253e7c26b3b3c0c5a3a67cc6e796adee0af | 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.extensions as pa_ext import pandera.typing a... | null | null | null |
unionai-oss/pandera | train | 194 | ba04d1be01803c6e8ca813ab45dc3b228b028057 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 719 | 8 | assert | test_io_yaml | """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.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_... | schema | modified | b046b4c6918dc8ea22418271c012711dfd35df98339f24281ba34d99940002e2 | assert|test_io_yaml|"""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.extensions as pa_ext import pandera.typing as pat from pandera.engin... | schema | 720 | 8 |
unionai-oss/pandera | train | 194 | ba04d1be01803c6e8ca813ab45dc3b228b028057 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 808 | 8 | assert | test_to_script | """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.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_... | schema_to_write | modified | 666b031848e5cefdf07936e5ef3ccc864f29f4ed082f725424e57253e6a5c1ed | assert|test_to_script|"""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.extensions as pa_ext import pandera.typing as pat from pandera.eng... | schema_to_write | 809 | 8 |
unionai-oss/pandera | train | 194 | ba04d1be01803c6e8ca813ab45dc3b228b028057 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,009 | 4 | assert | test_serialize_deserialize_custom_datetime_checks | """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.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_... | schema | added | b33626726b3847b037704dbde82fda308fe5f6c9139e4b48e57e23c7eaefc660 | assert|test_serialize_deserialize_custom_datetime_checks|"""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.extensions as pa_ext import pan... | null | null | null |
unionai-oss/pandera | train | 194 | ba04d1be01803c6e8ca813ab45dc3b228b028057 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,285 | 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.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_... | { "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... | added | 768dc166fcdc1314a4c380940cbafaf77bb303f8631813dd6ef608aae27f8290 | 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.extensions as pa_ext import pandera.typ... | null | null | null |
unionai-oss/pandera | train | 195 | 0e97de9c5aad252dc8e6cddf85e97366e8b3f1c3 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 731 | 4 | assert | test_strict_filter | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | {"col1"} | added | 102b75a69328e3c7d3ecf1c2e68867bfbb33c78dd39b53bcbb8cf175d2354bb1 | assert|test_strict_filter|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.engines imp... | null | null | null |
unionai-oss/pandera | train | 195 | 0e97de9c5aad252dc8e6cddf85e97366e8b3f1c3 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 732 | 4 | assert | test_strict_filter | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | isinstance(filtered, ps.DataFrame) | added | 16b3a8637cbf1e1117253a1c85057d51b1adc48f30d581a8e9375f7ccb5be34b | assert|test_strict_filter|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.engines imp... | null | null | null |
unionai-oss/pandera | train | 196 | 4d17601d77c883ae6ed06f83354360cf0fe864dd | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 178 | 8 | assert | test_unpickling | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | None | modified | 78dcee6ac57540ac92aacf92b004405869ce15f2fb5203c116ff632b9d9d41d4 | assert|test_unpickling|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklability, and limits the ... | None | 178 | 8 |
unionai-oss/pandera | train | 196 | 4d17601d77c883ae6ed06f83354360cf0fe864dd | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 286 | 12 | assert | test_schema_property | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | "int_isin" | modified | 2bd26d36581010c82fa5859e262ca9435f6551858b2e16625060b036fa3eceeb | assert|test_schema_property|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklability, and limits... | "int_isin" | 286 | 12 |
unionai-oss/pandera | train | 196 | 4d17601d77c883ae6ed06f83354360cf0fe864dd | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 308 | 12 | assert | test_message_contains_schema_name | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | matched | modified | 1edc8853bd979ee1523d7138942e49828a50b1b15b4dedadb1f92b7becc691c6 | assert|test_message_contains_schema_name|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklabilit... | matched | 308 | 12 |
unionai-oss/pandera | train | 196 | 4d17601d77c883ae6ed06f83354360cf0fe864dd | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 340 | 4 | assert | test_unhashable_types_rendered_on_failing_checks_with_lazy_validation | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | unhashables | added | f3f2cdbec7edda9a2203de6728e433a5658175a316cbc8746b2524582ca5c2e6 | assert|test_unhashable_types_rendered_on_failing_checks_with_lazy_validation|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the mai... | null | null | null |
unionai-oss/pandera | train | 197 | 9bf042dba5b83fb16436f52d1aea31ffb70e56fa | train | tests/core/test_pydantic_dtype.py | train | unionai-oss/pandera:tests/core/test_pydantic_dtype.py | 72 | 8 | assert_* | test_pydantic_model | """Unit tests for pydantic datatype."""
from typing import Type
import pandas as pd
import pytest
from pydantic import BaseModel
import pandera as pa
from pandera.engines.pandas_engine import PydanticModel
from pandera.schemas import SeriesSchemaBase
class Record(BaseModel):
"""Pydantic record model."""
n... | expected_failure_cases) | modified | b19096c8aa125430f622e9704d38c4915193c752f569fac2824141e0917dd02d | assert_*|test_pydantic_model|"""Unit tests for pydantic datatype.""" from typing import Type import pandas as pd import pytest from pydantic import BaseModel import pandera as pa from pandera.engines.pandas_engine import PydanticModel from pandera.schemas import SeriesSchemaBase class Record(BaseModel): """Pydantic rec... | expected_failure_cases) | 70 | 8 |
unionai-oss/pandera | train | 197 | 9bf042dba5b83fb16436f52d1aea31ffb70e56fa | train | tests/core/test_pydantic_dtype.py | train | unionai-oss/pandera:tests/core/test_pydantic_dtype.py | 82 | 9 | pytest.raises | test_pydantic_model_init_errors | """Unit tests for pydantic datatype."""
from typing import Type
import pandas as pd
import pytest
from pydantic import BaseModel
import pandera as pa
from pandera.engines.pandas_engine import PydanticModel
from pandera.schemas import SeriesSchemaBase
class Record(BaseModel):
"""Pydantic record model."""
n... | pa.errors.SchemaInitError) | added | 138916285378e279407673381fff0cf2fe98616106e44f497cc7b1e09e2e51ce | pytest.raises|test_pydantic_model_init_errors|"""Unit tests for pydantic datatype.""" from typing import Type import pandas as pd import pytest from pydantic import BaseModel import pandera as pa from pandera.engines.pandas_engine import PydanticModel from pandera.schemas import SeriesSchemaBase class Record(BaseModel)... | null | null | null |
unionai-oss/pandera | train | 197 | 9bf042dba5b83fb16436f52d1aea31ffb70e56fa | train | tests/core/test_pydantic_dtype.py | train | unionai-oss/pandera:tests/core/test_pydantic_dtype.py | 93 | 4 | assert | test_pydantic_model_coerce | """Unit tests for pydantic datatype."""
from typing import Type
import pandas as pd
import pytest
from pydantic import BaseModel
import pandera as pa
from pandera.engines.pandas_engine import PydanticModel
from pandera.schemas import SeriesSchemaBase
class Record(BaseModel):
"""Pydantic record model."""
n... | True | added | 89fd01fd6c4234b5749374e3207a03162d9284eb94f1cb48c143b565b778f755 | assert|test_pydantic_model_coerce|"""Unit tests for pydantic datatype.""" from typing import Type import pandas as pd import pytest from pydantic import BaseModel import pandera as pa from pandera.engines.pandas_engine import PydanticModel from pandera.schemas import SeriesSchemaBase class Record(BaseModel): """Pydanti... | null | null | null |
unionai-oss/pandera | train | 198 | a2ee82bdd3a72e4160997cb81a1a8181f92a8d79 | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 242 | 4 | assert | test_decimal_scale_zero | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | result.all() | added | f54486bed2f47a98aecd2b9d9665ef448d95340136202842c1e2a7ae30bcb2ae | assert|test_decimal_scale_zero|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal import pande... | null | null | null |
unionai-oss/pandera | train | 198 | a2ee82bdd3a72e4160997cb81a1a8181f92a8d79 | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 265 | 4 | assert | test_decimal_scale_zero_violations | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | not result.any() | added | 1a4fd8095ce2c4e2d9552dc16eba852d6f18262c2a7fc45255841c74e99bf83a | assert|test_decimal_scale_zero_violations|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal i... | null | null | null |
unionai-oss/pandera | train | 198 | a2ee82bdd3a72e4160997cb81a1a8181f92a8d79 | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 275 | 4 | assert | test_decimal_scale_zero_missing_violation | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | bool | added | 51dcc3c7c8b1e394d673e7922033ba0a54b4629f964060f72f0e25419a95cf7b | assert|test_decimal_scale_zero_missing_violation|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_... | null | null | null |
unionai-oss/pandera | train | 198 | a2ee82bdd3a72e4160997cb81a1a8181f92a8d79 | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 302 | 4 | assert | test_decimal_scale_zero_coercions | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | result.all() | added | 304ea8efbd8a2aba9917a6a031a3ff90281760cad3def95469bc7bc17d834ae4 | assert|test_decimal_scale_zero_coercions|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal im... | null | null | null |
unionai-oss/pandera | train | 199 | d24de13891e47dc997612c8a0979a2862edc51a7 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 557 | 9 | pytest.raises | test_check_types_arguments | """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,
SchemaModel,
String,
... | errors.SchemaErrors, match="Usage Tip") | added | d06d3af18b85cadef13a824b8775abb4325a29af95e8c230befdd805e7db9676 | pytest.raises|test_check_types_arguments|"""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, SchemaModel, String, c... | null | null | null |
unionai-oss/pandera | train | 199 | d24de13891e47dc997612c8a0979a2862edc51a7 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 640 | 8 | assert | test_check_types_error_input | """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,
SchemaModel,
String,
... | InSchema.to_schema() | added | 6cca99becd715c102512ebd84675209dbe2936b7ce4a65183998ebd356d973dd | assert|test_check_types_error_input|"""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, SchemaModel, String, check_... | null | null | null |
unionai-oss/pandera | train | 199 | d24de13891e47dc997612c8a0979a2862edc51a7 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 941 | 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,
SchemaModel,
String,
... | isinstance(int_val, int) | added | 4a00cd32354809c1dd12458ee1d2ba71ff9020f133fe064826d33358c3c0bfee | 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, SchemaModel, String, che... | null | null | null |
unionai-oss/pandera | train | 199 | d24de13891e47dc997612c8a0979a2862edc51a7 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 1,051 | 17 | pytest.raises | test_coroutines | """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,
SchemaModel,
String,
... | errors.SchemaError) | added | 23100408de2966d3338fdb334d75be2a0dd9ad7fbe1f68f8b2aa723655c8b027 | pytest.raises|test_coroutines|"""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, SchemaModel, String, check_input,... | null | null | null |
unionai-oss/pandera | train | 200 | 4c6d6d39737dcb0249cf4a0240b4a44d3db37e26 | train | tests/core/test_checks.py | train | unionai-oss/pandera:tests/core/test_checks.py | 489 | 8 | assert | test_custom_check_error_is_failure_case | """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,
error_formatters,
errors,
)
def test_vectorized_checks() -> None:
"""Test that u... | {"check_error": 1} | added | b8139a7c7d20a3126c501be6d1520a2287166573a90af9c0ee7b46e3868af39b | assert|test_custom_check_error_is_failure_case|"""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, error_formatters, errors, ) def test_vectorized_checks() -> None: """Test that using e... | null | null | null |
unionai-oss/pandera | train | 200 | 4c6d6d39737dcb0249cf4a0240b4a44d3db37e26 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,927 | 8 | assert | test_schema_level_unique_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... | "column_not_in_dataframe" | added | d61082e47cb2e0ef615a32b3fc4b38c42514208c700688ae6d097502bec566a9 | assert|test_schema_level_unique_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 im... | null | null | null |
unionai-oss/pandera | train | 200 | 4c6d6d39737dcb0249cf4a0240b4a44d3db37e26 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,943 | 4 | assert | test_column_set_unique | """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... | test_schema.columns["a"].unique | added | 6d2d8ec237f5fe744ea959c5c32bcf30f9cfeb5c84e999abd813ac7a4c149759 | assert|test_column_set_unique|"""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 | 200 | 4c6d6d39737dcb0249cf4a0240b4a44d3db37e26 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,945 | 4 | assert | test_column_set_unique | """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... | not test_schema.columns["a"].unique | added | c79d587d1207c38b46f170f0c2dc24458ce75a4e836c201526c00b48f12e5072 | assert|test_column_set_unique|"""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 | 200 | 4c6d6d39737dcb0249cf4a0240b4a44d3db37e26 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,947 | 4 | assert | test_column_set_unique | """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... | test_schema.columns["a"].unique | added | c2490043d0140a7ebc08e5e418a250b037f1c1e237edbf1b326c809800dce764 | assert|test_column_set_unique|"""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 |
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