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 | 320 | 90633f2c7ec269e5f9be35cedf0155abef9b9c65 | train | tests/polars/test_polars_dtypes.py | train | unionai-oss/pandera:tests/polars/test_polars_dtypes.py | 476 | 8 | assert | test_datetime_time_zone_agnostic | """Polars dtype tests."""
import datetime
import decimal
from decimal import Decimal
from typing import Sequence, Tuple, Union
import polars as pl
import pytest
from hypothesis import given, settings
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric i... | not tz_agnostic.check(dtype) | modified | 19075a6644830a178f84ec59744ba4a2f5c0fa0eb8c36ae2cd4536954b82f5f5 | assert|test_datetime_time_zone_agnostic|"""Polars dtype tests.""" import datetime import decimal from decimal import Decimal from typing import Sequence, Tuple, Union import polars as pl import pytest from hypothesis import given, settings from hypothesis import strategies as st from polars.testing import assert_frame_... | not tz_sensitive.check(dtype) | 474 | 8 |
unionai-oss/pandera | train | 320 | 90633f2c7ec269e5f9be35cedf0155abef9b9c65 | train | tests/polars/test_polars_dtypes.py | train | unionai-oss/pandera:tests/polars/test_polars_dtypes.py | 480 | 8 | assert | test_datetime_time_zone_agnostic | """Polars dtype tests."""
import datetime
import decimal
from decimal import Decimal
from typing import Sequence, Tuple, Union
import polars as pl
import pytest
from hypothesis import given, settings
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric i... | not tz_sensitive.check(dtype) | modified | cf0a231b6d89874644d8fe42114e9207c624c8a05e4f72c703fd324fa6e84646 | assert|test_datetime_time_zone_agnostic|"""Polars dtype tests.""" import datetime import decimal from decimal import Decimal from typing import Sequence, Tuple, Union import polars as pl import pytest from hypothesis import given, settings from hypothesis import strategies as st from polars.testing import assert_frame_... | not tz_sensitive_utc.check(dtype) | 482 | 8 |
unionai-oss/pandera | train | 321 | 3a2ff78179f487be4602222f02cba8c32a3b2687 | train | tests/geopandas/test_geopandas.py | train | unionai-oss/pandera:tests/geopandas/test_geopandas.py | 205 | 4 | assert_* | test_schema_multiple_geometry_same_crs | """Unit tests for the geopandas integration."""
import geopandas as gpd
import pandas as pd
import pytest
from shapely.geometry import Point, Polygon
import pandera as pa
from pandera.engines.geopandas_engine import Geometry
from pandera.typing import Series
from pandera.typing.geopandas import GeoDataFrame, GeoSerie... | data["random"]) | modified | e680b8529a031264f3cbd2e053308661d77e179bbe8bdae5929a92e521d2cd36 | assert_*|test_schema_multiple_geometry_same_crs|"""Unit tests for the geopandas integration.""" import geopandas as gpd import pandas as pd import pytest from shapely.geometry import Point, Polygon import pandera as pa from pandera.engines.geopandas_engine import Geometry from pandera.typing import Series from pandera.... | data["random"]) | 205 | 4 |
unionai-oss/pandera | train | 321 | 3a2ff78179f487be4602222f02cba8c32a3b2687 | train | tests/geopandas/test_geopandas.py | train | unionai-oss/pandera:tests/geopandas/test_geopandas.py | 243 | 4 | assert | test_schema_multiple_geometry_different_crs | """Unit tests for the geopandas integration."""
import geopandas as gpd
import pandas as pd
import pytest
from shapely.geometry import Point, Polygon
import pandera as pa
from pandera.engines.geopandas_engine import Geometry
from pandera.typing import Series
from pandera.typing.geopandas import GeoDataFrame, GeoSerie... | "EPSG:4326" | modified | eeb46a7a0770f692a804f4c7bfdbd530db1dbda37c19a63db14e5274645111ba | assert|test_schema_multiple_geometry_different_crs|"""Unit tests for the geopandas integration.""" import geopandas as gpd import pandas as pd import pytest from shapely.geometry import Point, Polygon import pandera as pa from pandera.engines.geopandas_engine import Geometry from pandera.typing import Series from pande... | "EPSG:4326" | 243 | 4 |
unionai-oss/pandera | train | 321 | 3a2ff78179f487be4602222f02cba8c32a3b2687 | train | tests/geopandas/test_geopandas.py | train | unionai-oss/pandera:tests/geopandas/test_geopandas.py | 292 | 4 | assert | test_schema_from_dataframe | """Unit tests for the geopandas integration."""
import geopandas as gpd
import pandas as pd
import pytest
from shapely.geometry import Point, Polygon
import pandera as pa
from pandera.engines.geopandas_engine import Geometry
from pandera.typing import Series
from pandera.typing.geopandas import GeoDataFrame, GeoSerie... | isinstance(GeoDataFrame[Schema](data), gpd.GeoDataFrame) | modified | 06e9295f8d6bcdf41eed8d1084c9401384f151d51c063e9c591614bd9f2e151e | assert|test_schema_from_dataframe|"""Unit tests for the geopandas integration.""" import geopandas as gpd import pandas as pd import pytest from shapely.geometry import Point, Polygon import pandera as pa from pandera.engines.geopandas_engine import Geometry from pandera.typing import Series from pandera.typing.geopand... | isinstance(GeoDataFrame[Schema](data), gpd.GeoDataFrame) | 292 | 4 |
unionai-oss/pandera | train | 321 | 3a2ff78179f487be4602222f02cba8c32a3b2687 | train | tests/geopandas/test_geopandas.py | train | unionai-oss/pandera:tests/geopandas/test_geopandas.py | 303 | 4 | assert | test_schema_no_geometry | """Unit tests for the geopandas integration."""
import geopandas as gpd
import pandas as pd
import pytest
from shapely.geometry import Point, Polygon
import pandera as pa
from pandera.engines.geopandas_engine import Geometry
from pandera.typing import Series
from pandera.typing.geopandas import GeoDataFrame, GeoSerie... | isinstance( GeoDataFrame[Schema]({"name": ["a", "b"]}), gpd.GeoDataFrame ) | modified | e5d95bf6db049ed7acf479e958d55acafe06ad1999963e92f20e443d900bd5ce | assert|test_schema_no_geometry|"""Unit tests for the geopandas integration.""" import geopandas as gpd import pandas as pd import pytest from shapely.geometry import Point, Polygon import pandera as pa from pandera.engines.geopandas_engine import Geometry from pandera.typing import Series from pandera.typing.geopandas ... | isinstance( GeoDataFrame[Schema]({"name": ["a", "b"]}), gpd.GeoDataFrame ) | 303 | 4 |
unionai-oss/pandera | train | 322 | 4f8bdbf47ff820863512603afd8aebb18efac5cc | train | tests/core/test_extension_modules.py | train | unionai-oss/pandera:tests/core/test_extension_modules.py | 28 | 17 | pytest.raises | test_hypotheses_module_import | """Tests for extension module imports."""
import pandas as pd
import pytest
from pandera.api.hypotheses import Hypothesis
try:
from scipy import stats # pylint: disable=unused-import
except ImportError: # pragma: no cover
SCIPY_INSTALLED = False
else:
SCIPY_INSTALLED = True
def test_hypotheses_modul... | ImportError) | added | 8580e12fa00aae0c36e65cb20ac7961957e605af94b551170c75b849e42c3bd6 | pytest.raises|test_hypotheses_module_import|"""Tests for extension module imports.""" import pandas as pd import pytest from pandera.api.hypotheses import Hypothesis try: from scipy import stats # pylint: disable=unused-import except ImportError: # pragma: no cover SCIPY_INSTALLED = False else: SCIPY_INSTALLED = True d... | null | null | null |
unionai-oss/pandera | train | 322 | 4f8bdbf47ff820863512603afd8aebb18efac5cc | train | tests/hypotheses/test_hypotheses.py | train | unionai-oss/pandera:tests/hypotheses/test_hypotheses.py | 92 | 9 | pytest.raises | test_dataframe_hypothesis_checks | """Tests the way Columns are checked against a Hypothesis."""
import pandas as pd
import pytest
from pandera import (
Column,
DataFrameSchema,
Float,
Hypothesis,
Int,
String,
errors,
)
try:
from scipy import stats # pylint: disable=unused-import
except ImportError: # pragma: no cov... | errors.SchemaDefinitionError) | added | ccaa3374a1975ea5f86c879024dc37bf0df96ced401088ea1159b32bfdff8524 | pytest.raises|test_dataframe_hypothesis_checks|"""Tests the way Columns are checked against a Hypothesis.""" import pandas as pd import pytest from pandera import ( Column, DataFrameSchema, Float, Hypothesis, Int, String, errors, ) try: from scipy import stats # pylint: disable=unused-import except ImportError: # pragm... | null | null | null |
unionai-oss/pandera | train | 322 | 4f8bdbf47ff820863512603afd8aebb18efac5cc | train | tests/hypotheses/test_hypotheses.py | train | unionai-oss/pandera:tests/hypotheses/test_hypotheses.py | 243 | 9 | pytest.raises | test_hypothesis | """Tests the way Columns are checked against a Hypothesis."""
import pandas as pd
import pytest
from pandera import (
Column,
DataFrameSchema,
Float,
Hypothesis,
Int,
String,
errors,
)
try:
from scipy import stats # pylint: disable=unused-import
except ImportError: # pragma: no cov... | errors.SchemaError) | modified | 92f750b52d7a776e106fceab761805165fb2936fedf678145bfbed2667293a5c | pytest.raises|test_hypothesis|"""Tests the way Columns are checked against a Hypothesis.""" import pandas as pd import pytest from pandera import ( Column, DataFrameSchema, Float, Hypothesis, Int, String, errors, ) try: from scipy import stats # pylint: disable=unused-import except ImportError: # pragma: no cover SCIPY... | errors.SchemaError) | 241 | 9 |
unionai-oss/pandera | train | 322 | 4f8bdbf47ff820863512603afd8aebb18efac5cc | train | tests/hypotheses/test_hypotheses.py | train | unionai-oss/pandera:tests/hypotheses/test_hypotheses.py | 245 | 9 | pytest.raises | test_hypothesis | """Tests the way Columns are checked against a Hypothesis."""
import pandas as pd
import pytest
from pandera import (
Column,
DataFrameSchema,
Float,
Hypothesis,
Int,
String,
errors,
)
try:
from scipy import stats # pylint: disable=unused-import
except ImportError: # pragma: no cov... | errors.SchemaError) | added | 5b09c8179e0bc644f34798918c5cfce2fa7ce5a65eebfbd298496e89231de678 | pytest.raises|test_hypothesis|"""Tests the way Columns are checked against a Hypothesis.""" import pandas as pd import pytest from pandera import ( Column, DataFrameSchema, Float, Hypothesis, Int, String, errors, ) try: from scipy import stats # pylint: disable=unused-import except ImportError: # pragma: no cover SCIPY... | null | null | null |
unionai-oss/pandera | train | 322 | 4f8bdbf47ff820863512603afd8aebb18efac5cc | train | tests/hypotheses/test_hypotheses.py | train | unionai-oss/pandera:tests/hypotheses/test_hypotheses.py | 272 | 13 | pytest.raises | test_two_sample_ttest_hypothesis_relationships | """Tests the way Columns are checked against a Hypothesis."""
import pandas as pd
import pytest
from pandera import (
Column,
DataFrameSchema,
Float,
Hypothesis,
Int,
String,
errors,
)
try:
from scipy import stats # pylint: disable=unused-import
except ImportError: # pragma: no cov... | errors.SchemaInitError) | added | c6f4d163947f397c5990a0a0fc91e23c239e0dfcbeb60cd355f9bff36d8d0387 | pytest.raises|test_two_sample_ttest_hypothesis_relationships|"""Tests the way Columns are checked against a Hypothesis.""" import pandas as pd import pytest from pandera import ( Column, DataFrameSchema, Float, Hypothesis, Int, String, errors, ) try: from scipy import stats # pylint: disable=unused-import except Import... | null | null | null |
unionai-oss/pandera | train | 322 | 4f8bdbf47ff820863512603afd8aebb18efac5cc | train | tests/pyspark/test_schemas_on_pyspark_pandas.py | train | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark_pandas.py | 358 | 8 | assert | test_nullable | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark
import pyspark.pandas as ps
import pytest
from packaging import version
import pandera as pa
from pandera.typing import pyspark as pyspark_typing
from pande... | ks_nonnull_sample.notna().all().item() | modified | 84fb0828cde05b8fe86cb5089ee3301e2f68c19df7702a23d9e2b6c4eee8b87e | assert|test_nullable|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark import pyspark.pandas as ps import pytest from packaging import version import pandera as pa from pandera.typing import pyspark as pyspark... | ks_nonnull_sample.notna().all().item() | 357 | 8 |
unionai-oss/pandera | train | 322 | 4f8bdbf47ff820863512603afd8aebb18efac5cc | train | tests/pyspark/test_schemas_on_pyspark_pandas.py | train | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark_pandas.py | 612 | 4 | assert | test_check_comparison_operators | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark
import pyspark.pandas as ps
import pytest
from packaging import version
import pandera as pa
from pandera.typing import pyspark as pyspark_typing
from pande... | not invalid_check_result.check_passed | modified | 231d61a3314d042470777f66f695b4e5f96c8fdf41f890541e62bb9b28c9da29 | assert|test_check_comparison_operators|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark import pyspark.pandas as ps import pytest from packaging import version import pandera as pa from pandera.typing import ... | not invalid_check_result.check_passed | 613 | 4 |
unionai-oss/pandera | train | 322 | 4f8bdbf47ff820863512603afd8aebb18efac5cc | train | tests/pyspark/test_schemas_on_pyspark_pandas.py | train | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark_pandas.py | 717 | 9 | pytest.raises | test_init_pyspark_dataframe_errors | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark
import pyspark.pandas as ps
import pytest
from packaging import version
import pandera as pa
from pandera.typing import pyspark as pyspark_typing
from pande... | pa.errors.SchemaError) | modified | bc4f18f49e47fdff4baa66de9fe22e500eefdb82e7678f54b782e922ab58e7bb | pytest.raises|test_init_pyspark_dataframe_errors|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark import pyspark.pandas as ps import pytest from packaging import version import pandera as pa from pandera.typi... | pa.errors.SchemaError) | 718 | 9 |
unionai-oss/pandera | train | 323 | ea4538d2f71795bba09e602d568d673798c92b35 | train | tests/polars/test_polars_components.py | train | unionai-oss/pandera:tests/polars/test_polars_components.py | 271 | 4 | assert | test_expr_as_default | """Unit tests for polars components."""
from typing import Iterable, List, Optional, Union
import polars as pl
import pytest
import pandera.polars as pa
from pandera.api.polars.utils import get_lazyframe_schema
from pandera.backends.base import CoreCheckResult
from pandera.backends.polars.components import ColumnBac... | { "a": [1, 2, 3], "b": [1.0, 1.0, 1.0], "c": ["foo", "foo", "foo"], "d": [1, 2, 3], } | added | 12f777760af85c3d6c20e93f0bcf1b96560dd050596e3d40c05665fb01f63ae4 | assert|test_expr_as_default|"""Unit tests for polars components.""" from typing import Iterable, List, Optional, Union import polars as pl import pytest import pandera.polars as pa from pandera.api.polars.utils import get_lazyframe_schema from pandera.backends.base import CoreCheckResult from pandera.backends.polars.co... | null | null | null |
unionai-oss/pandera | train | 324 | 9667234b4f6c273e1c3e9deac1ef982e3a58ff27 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,527 | 4 | assert | test_pandera_dtype | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, List, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
im... | Schema.validate(df).equals( # type: ignore [attr-defined] pd.DataFrame({"a": [1.0], "b": [1], "c": ["1"]}) ) | added | 39a4cf80ef0330f2905dcac29cc7eb740795beb1d906591e444a7dca232e2454 | assert|test_pandera_dtype|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, List, Optional, TypeVar import pandas as pd import pytest ... | null | null | null |
unionai-oss/pandera | train | 325 | 95110a6d9308519e4074be65097cb4939a786bd9 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 97 | 4 | assert | test_pandas_data_type_check | """Test pandas engine."""
from datetime import date
from typing import Any, Set
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pyarrow
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_... | isinstance(check_result, bool) or isinstance( check_result.all(), (bool, np.bool_) ) | modified | 5d9619ff032901d805cd3169f0caab004ced11b791a3ed014dd5200fdbe26c88 | assert|test_pandas_data_type_check|"""Test pandas engine.""" from datetime import date from typing import Any, Set import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pyarrow import pytest import pytz from hypothesis import given fro... | isinstance(check_result, bool) or isinstance( check_result.all(), (bool, np.bool_), ) | 98 | 4 |
unionai-oss/pandera | train | 325 | 95110a6d9308519e4074be65097cb4939a786bd9 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 111 | 4 | assert | test_pandas_category_dtype | """Test pandas engine."""
from datetime import date
from typing import Any, Set
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pyarrow
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_... | dtype.check(coerced_data.dtype) | modified | 377ae5c0f1665573d8b96c639874152983ab7c695c982230104fb433929a56c8 | assert|test_pandas_category_dtype|"""Test pandas engine.""" from datetime import date from typing import Any, Set import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pyarrow import pytest import pytz from hypothesis import given from... | dtype.check(coerced_data.dtype) | 113 | 4 |
unionai-oss/pandera | train | 325 | 95110a6d9308519e4074be65097cb4939a786bd9 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 128 | 13 | pytest.raises | test_pandas_category_dtype_error | """Test pandas engine."""
from datetime import date
from typing import Any, Set
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pyarrow
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_... | TypeError) | modified | 025739167883a9f17d5c1b3eecb8593e4810db4f03947b889269fcef2ea84137 | pytest.raises|test_pandas_category_dtype_error|"""Test pandas engine.""" from datetime import date from typing import Any, Set import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pyarrow import pytest import pytz from hypothesis impo... | TypeError) | 130 | 13 |
unionai-oss/pandera | train | 325 | 95110a6d9308519e4074be65097cb4939a786bd9 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 333 | 9 | pytest.raises | test_pandas_arrow_dtype_error | """Test pandas engine."""
from datetime import date
from typing import Any, Set
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pyarrow
import pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_... | ( pyarrow.ArrowInvalid, pyarrow.ArrowTypeError, NotImplementedError, ValueError, AssertionError, )) | added | 7c6b789e74adfeb7a94c86332ffe6f6bd659d0bff328a6b9543ae6e46ce4edde | pytest.raises|test_pandas_arrow_dtype_error|"""Test pandas engine.""" from datetime import date from typing import Any, Set import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pyarrow import pytest import pytz from hypothesis import ... | null | null | null |
unionai-oss/pandera | train | 326 | 0d5d05d0f74aa64e1dd00be4afcb8efb73968421 | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 544 | 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
import pandera.schema_statistics.pandas as schema_statistics
from pandera import dtypes
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine... | expectation | added | feaeed25b7a6f5a609cf83e6127435afbc9b4895f6ebab0167ac371a4ca7ca8b | 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 import pandera.schema_statistics.pandas as schema_statistics from pandera import dtypes from pandera.engines import p... | null | null | null |
unionai-oss/pandera | train | 326 | 0d5d05d0f74aa64e1dd00be4afcb8efb73968421 | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 558 | 4 | assert | test_get_series_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
import pandera.schema_statistics.pandas as schema_statistics
from pandera import dtypes
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine... | { "dtype": pandas_engine.Engine.dtype(int), "nullable": False, "checks": { "greater_than_or_equal_to": { "min_value": 0, "options": {"ignore_na": True, "raise_warning": False}, }, "less_than_or_equal_to": { "max_value": 100, "options": {"ignore_na": True, "raise_warning": False}, }, }, "name": None, "coerce": False, "u... | added | 7ccd17ab2560f293a0068e589baddfcd8c68d299bb1a9212975d96ad86235c3a | assert|test_get_series_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 import pandera.schema_statistics.pandas as schema_statistics from pandera import dtypes from pandera.engines import pand... | null | null | null |
unionai-oss/pandera | train | 326 | 0d5d05d0f74aa64e1dd00be4afcb8efb73968421 | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 706 | 4 | assert | test_parse_checks_and_statistics_roundtrip | # 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
import pandera.schema_statistics.pandas as schema_statistics
from pandera import dtypes
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine... | expectation | added | 92477260f04f3cdd84fbf22611dd9e0d519347b6555cc695c10ef6d496dc49b5 | assert|test_parse_checks_and_statistics_roundtrip|# 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 import pandera.schema_statistics.pandas as schema_statistics from pandera import dtypes from pandera.engines im... | null | null | null |
unionai-oss/pandera | train | 326 | 0d5d05d0f74aa64e1dd00be4afcb8efb73968421 | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 737 | 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
import pandera.schema_statistics.pandas as schema_statistics
from pandera import dtypes
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine... | all( c1.name == c2.name and c1.statistics == c2.statistics for c1, c2 in zip( sorted(checks, key=lambda x: x.name), sorted(check_list, key=lambda x: x.name), ) ) | added | 33f9575c38d61595fb76ef694f0fb98d5e76f433e392e1971806e1ae0c89b841 | 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 import pandera.schema_statistics.pandas as schema_statistics from pandera import dtypes from pandera.engines imp... | null | null | null |
unionai-oss/pandera | train | 326 | 0d5d05d0f74aa64e1dd00be4afcb8efb73968421 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 713 | 4 | assert | test_inferred_schema_io | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | schema_from_yaml | added | 5292ac3801263f17b3807f733661c534d0ebc53ec70db86f24d65308ead5273e | assert|test_inferred_schema_io|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera.typing as pat fro... | null | null | null |
unionai-oss/pandera | train | 326 | 0d5d05d0f74aa64e1dd00be4afcb8efb73968421 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 764 | 9 | pytest.raises | test_from_yaml_unregistered_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.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | AttributeError, match=".*custom checks.*") | added | cd5935aeedf985658e7065fc0b32276ccc23a586a1abcc843672c47b0342c30e | pytest.raises|test_from_yaml_unregistered_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.api.extensions as pa_ext import pandera... | null | null | null |
unionai-oss/pandera | train | 326 | 0d5d05d0f74aa64e1dd00be4afcb8efb73968421 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 905 | 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.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | schema | added | 93a5066c51b262639de4d3d3c5da2d2db2bbc3dd50e936c89c2e39123dc97b35 | 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.api.extensions as pa_ext import pandera.typing as pat from pandera.a... | null | null | null |
unionai-oss/pandera | train | 326 | 0d5d05d0f74aa64e1dd00be4afcb8efb73968421 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,461 | 4 | assert | test_frictionless_schema_parses_correctly | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | [ {"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... | added | 8b26bd04de2a076e35028167ec22c86c38ca328e4aa2b1fa35ddae4e33d4776d | assert|test_frictionless_schema_parses_correctly|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera... | null | null | null |
unionai-oss/pandera | train | 327 | efcd7b1ddeb830811f951c78bfb52654e2707ad5 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 242 | 9 | pytest.raises | test_column_check_name | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import os
import re
import runpy
from copy import deepcopy
from typing import Any, Generic, Iterable, List, Optional, TypeVar
import numpy as np
import pandas as... | pa.errors.SchemaInitError) | modified | 034b2487d299358e66e7b0ac417c88bd5a479cfd463a7e3bd7a2b41717313bfb | pytest.raises|test_column_check_name|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import os import re import runpy from copy import deepcopy from typing import Any, Generic, Iterable, List, Optional, TypeVar ... | pa.errors.SchemaInitError) | 239 | 9 |
unionai-oss/pandera | train | 327 | efcd7b1ddeb830811f951c78bfb52654e2707ad5 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,049 | 4 | assert | test_schema_name_override | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import os
import re
import runpy
from copy import deepcopy
from typing import Any, Generic, Iterable, List, Optional, TypeVar
import numpy as np
import pandas as... | "Bar" | modified | 3018ecf729f9636a3b70db6165341c5f8a7f1bff81900a61c261451c1fbb21db | assert|test_schema_name_override|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import os import re import runpy from copy import deepcopy from typing import Any, Generic, Iterable, List, Optional, TypeVar impo... | "Bar" | 1,046 | 4 |
unionai-oss/pandera | train | 327 | efcd7b1ddeb830811f951c78bfb52654e2707ad5 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,218 | 9 | pytest.raises | test_schema_model_generic_inheritance | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import os
import re
import runpy
from copy import deepcopy
from typing import Any, Generic, Iterable, List, Optional, TypeVar
import numpy as np
import pandas as... | NotImplementedError) | added | ad599a958be7b1d2fcbf41cb931595ae509f6666a9c874ec060d0bba68a1652c | pytest.raises|test_schema_model_generic_inheritance|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import os import re import runpy from copy import deepcopy from typing import Any, Generic, Iterable, List, Opt... | null | null | null |
unionai-oss/pandera | train | 327 | efcd7b1ddeb830811f951c78bfb52654e2707ad5 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,427 | 4 | assert | test_pandas_fields_metadata | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import os
import re
import runpy
from copy import deepcopy
from typing import Any, Generic, Iterable, List, Optional, TypeVar
import numpy as np
import pandas as... | expected | added | af523b87d8a4243bdc07fe3029e2195456b350ada1fc6b855b9d3ce621166158 | assert|test_pandas_fields_metadata|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import os import re import runpy from copy import deepcopy from typing import Any, Generic, Iterable, List, Optional, TypeVar im... | null | null | null |
unionai-oss/pandera | train | 328 | fccb7ac125c702c40b8742b5cce3112c3f59bf55 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 238 | 4 | assert | test_required_columns | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
import polars as pl
import pytest
from hypothesis import given
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric import column, dataframes
impor... | ldf.pipe(schema.validate).collect().equals(ldf.collect()) | added | 23cbbee4f0b21d48d4a40ae873dc19d2238971ef4552da91d14d9a7568fee999 | assert|test_required_columns|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional import polars as pl import pytest from hypothesis import given from hypothesis import strategies as st from polars.testing import assert_frame_equal from polars.testing.parametric impor... | null | null | null |
unionai-oss/pandera | train | 328 | fccb7ac125c702c40b8742b5cce3112c3f59bf55 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 303 | 9 | pytest.raises | test_dataframe_level_checks | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
import polars as pl
import pytest
from hypothesis import given
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric import column, dataframes
impor... | pa.errors.SchemaError) | added | 4389fb461506129a5cb3dd03f3e95fcee9d3c244687787e3eb7d07919e410224 | pytest.raises|test_dataframe_level_checks|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional import polars as pl import pytest from hypothesis import given from hypothesis import strategies as st from polars.testing import assert_frame_equal from polars.testing.par... | null | null | null |
unionai-oss/pandera | train | 328 | fccb7ac125c702c40b8742b5cce3112c3f59bf55 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 550 | 4 | assert | test_dataframe_model_with_annotated_nested_types | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
import polars as pl
import pytest
from hypothesis import given
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric import column, dataframes
impor... | validated_lf.collect().equals(validated_lf.collect()) | added | 110aabc42e65892c39c1213968050ed66cfbe534aa2fa641648cf18687813617 | assert|test_dataframe_model_with_annotated_nested_types|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional import polars as pl import pytest from hypothesis import given from hypothesis import strategies as st from polars.testing import assert_frame_equal from pola... | null | null | null |
unionai-oss/pandera | train | 328 | fccb7ac125c702c40b8742b5cce3112c3f59bf55 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 624 | 8 | assert | test_dataframe_coerce_col_with_null_in_other_column | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
import polars as pl
import pytest
from hypothesis import given
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric import column, dataframes
impor... | [ {"failure_case": "abc"}, {"failure_case": "String"}, ] | added | ff8e4cb4c3b30e489164ccd3a7d27e9f68c25c106281320838ba0f8fc8098a56 | assert|test_dataframe_coerce_col_with_null_in_other_column|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional import polars as pl import pytest from hypothesis import given from hypothesis import strategies as st from polars.testing import assert_frame_equal from p... | null | null | null |
unionai-oss/pandera | train | 329 | 11e15eb583765fd25ad63244163b6520fdc55243 | train | tests/core/test_checks.py | train | unionai-oss/pandera:tests/core/test_checks.py | 521 | 4 | assert | test_check_output_dtype_with_empty_datetime | """Tests the way Columns are Checked"""
import copy
import pandas as pd
import pytest
from pandera import (
Bool,
Check,
Column,
DataFrameSchema,
Float,
Index,
Int,
SeriesSchema,
String,
errors,
)
from pandera.backends.pandas import error_formatters
def test_vectorized_check... | bool | added | 97acc39eece1e9868ed04736daf6430a7dd805f4419baef0cc7eb82a68a3506f | assert|test_check_output_dtype_with_empty_datetime|"""Tests the way Columns are Checked""" import copy import pandas as pd import pytest from pandera import ( Bool, Check, Column, DataFrameSchema, Float, Index, Int, SeriesSchema, String, errors, ) from pandera.backends.pandas import error_formatters def test_vectorized... | null | null | null |
unionai-oss/pandera | train | 330 | 6699b54ce3e3c4cffcba652dd17d588ad7311bbc | train | tests/core/test_schema_inference.py | val | unionai-oss/pandera:tests/core/test_schema_inference.py | 86 | 4 | assert | test_infer_dataframe_schema | # pylint: disable=W0212
"""Unit tests for schema inference module."""
from typing import Type, Union
import pandas as pd
import pytest
import pandera as pa
from pandera.schema_inference.pandas import (
infer_dataframe_schema,
infer_schema,
infer_series_schema,
)
def _create_dataframe(
multi_index: b... | isinstance( schema_with_added_cols.validate(dataframe.assign(foo="a")), pd.DataFrame, ) | added | 0c80e458cc34cdcdb19b65b7e60de41b2fdabed54ba52b5aed95010bb484ebcb | assert|test_infer_dataframe_schema|# pylint: disable=W0212 """Unit tests for schema inference module.""" from typing import Type, Union import pandas as pd import pytest import pandera as pa from pandera.schema_inference.pandas import ( infer_dataframe_schema, infer_schema, infer_series_schema, ) def _create_dataframe(... | null | null | null |
unionai-oss/pandera | train | 330 | 6699b54ce3e3c4cffcba652dd17d588ad7311bbc | train | tests/core/test_schema_inference.py | val | unionai-oss/pandera:tests/core/test_schema_inference.py | 92 | 4 | assert | test_infer_dataframe_schema | # pylint: disable=W0212
"""Unit tests for schema inference module."""
from typing import Type, Union
import pandas as pd
import pytest
import pandera as pa
from pandera.schema_inference.pandas import (
infer_dataframe_schema,
infer_schema,
infer_series_schema,
)
def _create_dataframe(
multi_index: b... | isinstance( schema_with_removed_cols.validate(dataframe.drop("int", axis=1)), pd.DataFrame, ) | added | 00fb1b16501a7ed213ddd66a9113b746ce3f732d0ace099797c6833ac610b5f3 | assert|test_infer_dataframe_schema|# pylint: disable=W0212 """Unit tests for schema inference module.""" from typing import Type, Union import pandas as pd import pytest import pandera as pa from pandera.schema_inference.pandas import ( infer_dataframe_schema, infer_schema, infer_series_schema, ) def _create_dataframe(... | null | null | null |
unionai-oss/pandera | train | 330 | 6699b54ce3e3c4cffcba652dd17d588ad7311bbc | train | tests/core/test_schema_inference.py | val | unionai-oss/pandera:tests/core/test_schema_inference.py | 112 | 4 | assert | test_infer_series_schema | # pylint: disable=W0212
"""Unit tests for schema inference module."""
from typing import Type, Union
import pandas as pd
import pytest
import pandera as pa
from pandera.schema_inference.pandas import (
infer_dataframe_schema,
infer_schema,
infer_series_schema,
)
def _create_dataframe(
multi_index: b... | isinstance(schema, pa.SeriesSchema) | added | 36767941dc2cfb1e9524fd6e699b547de9a404ebda8f2174f38eb00a9e39c21f | assert|test_infer_series_schema|# pylint: disable=W0212 """Unit tests for schema inference module.""" from typing import Type, Union import pandas as pd import pytest import pandera as pa from pandera.schema_inference.pandas import ( infer_dataframe_schema, infer_schema, infer_series_schema, ) def _create_dataframe( mu... | null | null | null |
unionai-oss/pandera | train | 330 | 6699b54ce3e3c4cffcba652dd17d588ad7311bbc | train | tests/core/test_schema_inference.py | val | unionai-oss/pandera:tests/core/test_schema_inference.py | 117 | 4 | assert | test_infer_series_schema | # pylint: disable=W0212
"""Unit tests for schema inference module."""
from typing import Type, Union
import pandas as pd
import pytest
import pandera as pa
from pandera.schema_inference.pandas import (
infer_dataframe_schema,
infer_schema,
infer_series_schema,
)
def _create_dataframe(
multi_index: b... | isinstance(schema_with_new_checks.validate(series), pd.Series) | added | 37f299c97938f924efe28d2df7c328c7218ba5dbd6e838b30698ba5543120f85 | assert|test_infer_series_schema|# pylint: disable=W0212 """Unit tests for schema inference module.""" from typing import Type, Union import pandas as pd import pytest import pandera as pa from pandera.schema_inference.pandas import ( infer_dataframe_schema, infer_schema, infer_series_schema, ) def _create_dataframe( mu... | null | null | null |
unionai-oss/pandera | train | 331 | a823d2785c9f1ce664c88bcfd6be20977f5d8cac | train | tests/core/test_engine_utils.py | train | unionai-oss/pandera:tests/core/test_engine_utils.py | 45 | 4 | assert | test_numpy_pandas_coerce_failure_cases | """Unit tests for engine module utility functions."""
import numpy as np
import pandas as pd
import pytest
from pandera.engines import utils
@pytest.mark.parametrize(
"data_container, data_type, expected_failure_cases",
[
[pd.Series(list("ab1cd3")), int, [False, False, True] * 2],
[pd.Series... | None | modified | e7b1c1aa9041f76761432eadeb5e976a3a057f9d5e1abba2bde449e22edc0696 | assert|test_numpy_pandas_coerce_failure_cases|"""Unit tests for engine module utility functions.""" import numpy as np import pandas as pd import pytest from pandera.engines import utils @pytest.mark.parametrize( "data_container, data_type, expected_failure_cases", [ [pd.Series(list("ab1cd3")), int, [False, False, True... | isinstance(failure_cases, pd.DataFrame) | 45 | 4 |
unionai-oss/pandera | train | 331 | a823d2785c9f1ce664c88bcfd6be20977f5d8cac | train | tests/core/test_engine_utils.py | train | unionai-oss/pandera:tests/core/test_engine_utils.py | 70 | 9 | pytest.raises | test_numpy_pandas_coerce_failure_cases_exceptions | """Unit tests for engine module utility functions."""
import numpy as np
import pandas as pd
import pytest
from pandera.engines import utils
@pytest.mark.parametrize(
"data_container, data_type, expected_failure_cases",
[
[pd.Series(list("ab1cd3")), int, [False, False, True] * 2],
[pd.Series... | exception_type, match=error_msg) | modified | d746a3baf8060e852ba8115b122d5da11991148d574ddb9279664365b015e6b9 | pytest.raises|test_numpy_pandas_coerce_failure_cases_exceptions|"""Unit tests for engine module utility functions.""" import numpy as np import pandas as pd import pytest from pandera.engines import utils @pytest.mark.parametrize( "data_container, data_type, expected_failure_cases", [ [pd.Series(list("ab1cd3")), int, [... | exception_type, match=error_msg) | 71 | 9 |
unionai-oss/pandera | train | 332 | ee4624c5b627ebfbd79dc57c7adc9b1e32698e50 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,519 | 8 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | None | modified | 06c13fa53d0dc99a8e61b21c6696af66c6fbee06486f201c3b1e32753b41b85b | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera.typi... | None | 1,519 | 8 |
unionai-oss/pandera | train | 332 | ee4624c5b627ebfbd79dc57c7adc9b1e32698e50 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,521 | 8 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | frictionless_schema["primaryKey"] | modified | 7e24c8a5155c14ffb330ac6b63845b01ea498a107c2f89dfdbc7fd41f624f246 | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera.typi... | frictionless_schema["primaryKey"] | 1,521 | 8 |
unionai-oss/pandera | train | 332 | ee4624c5b627ebfbd79dc57c7adc9b1e32698e50 | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,523 | 12 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from io import StringIO
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.api.extensions as pa_ext
import pandera.typing as pat
from pandera.api.pandas.contain... | not schema.columns[key].unique | modified | 10297b4e00a02761074d5b0de53cb426032ec27513f8ea51e41f5df04ecae93b | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from io import StringIO from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.api.extensions as pa_ext import pandera.typi... | not schema.columns[key].unique | 1,523 | 12 |
unionai-oss/pandera | train | 332 | ee4624c5b627ebfbd79dc57c7adc9b1e32698e50 | train | tests/modin/test_schemas_on_modin.py | train | unionai-oss/pandera:tests/modin/test_schemas_on_modin.py | 391 | 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, geopandas_engine
from pandera.typing.modin import Dat... | not invalid_check_result.check_passed | added | 137d617a549bc9b0cd7fbdfbf009a1e222a83e3448a0c2cbc4b5f66c89ab45e1 | 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, geopandas_engine ... | null | null | null |
unionai-oss/pandera | train | 332 | ee4624c5b627ebfbd79dc57c7adc9b1e32698e50 | train | tests/modin/test_schemas_on_modin.py | train | unionai-oss/pandera:tests/modin/test_schemas_on_modin.py | 481 | 4 | assert | test_init_modin_dataframe | """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, geopandas_engine
from pandera.typing.modin import Dat... | isinstance( DataFrame[InitSchema]({"col1": [1], "col2": [1.0], "col3": ["1"]}), DataFrame, ) | added | ce57dc8f1217cc7485cb3ffe0bb6bd598201a0e6e16cb99d02d97736c388c954 | assert|test_init_modin_dataframe|"""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, geopandas_engine from p... | null | null | null |
unionai-oss/pandera | train | 332 | ee4624c5b627ebfbd79dc57c7adc9b1e32698e50 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 221 | 4 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | len(resulting_errors) | modified | 33db730b01b37f44fd0452073ae338951d684c3c7cfe917c63557bd9b4cd22b4 | 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... | len(resulting_errors) | 221 | 4 |
unionai-oss/pandera | train | 332 | ee4624c5b627ebfbd79dc57c7adc9b1e32698e50 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 223 | 8 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | expected["errcode"] | modified | 2d04a03ca4b695f2ff05b0dc0ddc7f748a7d8ebe43b5f6b0ca7d8ffbbecb0837 | 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... | expected["errcode"] | 223 | 8 |
unionai-oss/pandera | train | 332 | ee4624c5b627ebfbd79dc57c7adc9b1e32698e50 | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 224 | 8 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | expected["msg"] == error["msg"] or re.match( expected["msg"], error["msg"] ) | modified | 15b4c0eafb52f1cf34609a80ef98517402abc94523238d71f79e63abdd60b375 | 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... | expected["msg"] == error["msg"] or re.match( expected["msg"], error["msg"] ) | 224 | 8 |
unionai-oss/pandera | train | 333 | e117d2e8ecd173c15a32e9eb4e48dcf089a42537 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 644 | 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,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int,
String,
... | InSchema.to_schema() | modified | 73a1677c59815663032b05caf64ac3a57f6a142a176eb838ddce26ee84259a2b | 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, DataFrameModel, DataFrameSchema, DateTime, Field, Float, Int, String, che... | InSchema.to_schema() | 644 | 8 |
unionai-oss/pandera | train | 333 | e117d2e8ecd173c15a32e9eb4e48dcf089a42537 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 717 | 4 | assert | test_check_types_optional_in | """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,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int,
String,
... | None | modified | 252fdbfb44b2e7584dd11082c4451c79b7a8eb386609ecbdbd4b4c99c67c936d | assert|test_check_types_optional_in|"""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, DataFrameModel, DataFrameSchema, DateTime, Field, Float, Int, String, che... | None | 717 | 4 |
unionai-oss/pandera | train | 333 | e117d2e8ecd173c15a32e9eb4e48dcf089a42537 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 742 | 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,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int,
String,
... | None | modified | 39133364c28ce7482352dbd1e73a595c7684c3a9a76e504698919ff3f2b7c79d | 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, DataFrameModel, DataFrameSchema, DateTime, Field, Float, Int, String,... | None | 742 | 4 |
unionai-oss/pandera | train | 333 | e117d2e8ecd173c15a32e9eb4e48dcf089a42537 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 793 | 13 | pytest.raises | test_check_types_with_literal_type | """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,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int,
String,
... | errors.SchemaError) | modified | 05553968cd4230352dfb5591c8aff9d7ed2f3cd4f7bff09e45d6f9387cb3f609 | pytest.raises|test_check_types_with_literal_type|"""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, DataFrameModel, DataFrameSchema, DateTime, Field, Float, Int... | errors.SchemaError) | 793 | 13 |
unionai-oss/pandera | train | 334 | 8954c431b69e0af1b220c0e345b29fe23c3f0227 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 175 | 9 | pytest.raises | test_check_function_decorator_errors | """Testing the Decorators that check a functions input or output."""
import pickle
import typing
from asyncio import AbstractEventLoop
import numpy as np
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int... | errors.SchemaError, match=r"^error in check_input decorator of function") | modified | 254856c16fb64306bbfe3750161d348743cd0cf2050c17d53c147437f0b1a852 | pytest.raises|test_check_function_decorator_errors|"""Testing the Decorators that check a functions input or output.""" import pickle import typing from asyncio import AbstractEventLoop import numpy as np import pandas as pd import pytest from pandera import ( Check, Column, DataFrameModel, DataFrameSchema, DateTime, F... | errors.SchemaError, match=r"^error in check_input decorator of function") | 174 | 9 |
unionai-oss/pandera | train | 334 | 8954c431b69e0af1b220c0e345b29fe23c3f0227 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 696 | 4 | assert | test_check_types_optional_out | """Testing the Decorators that check a functions input or output."""
import pickle
import typing
from asyncio import AbstractEventLoop
import numpy as np
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int... | None | modified | eaf8c238d7988ae35f1314ac19c9ffe7f68be693708d3f89388ce260938c51c8 | assert|test_check_types_optional_out|"""Testing the Decorators that check a functions input or output.""" import pickle import typing from asyncio import AbstractEventLoop import numpy as np import pandas as pd import pytest from pandera import ( Check, Column, DataFrameModel, DataFrameSchema, DateTime, Field, Float, I... | None | 695 | 4 |
unionai-oss/pandera | train | 334 | 8954c431b69e0af1b220c0e345b29fe23c3f0227 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 1,031 | 4 | assert | test_check_types_star_kwargs | """Testing the Decorators that check a functions input or output."""
import pickle
import typing
from asyncio import AbstractEventLoop
import numpy as np
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int... | ["kwarg2"] | modified | 3c0d8f52539776c771bb843557db1bd39b56e7e5606acac445004484204dc466 | assert|test_check_types_star_kwargs|"""Testing the Decorators that check a functions input or output.""" import pickle import typing from asyncio import AbstractEventLoop import numpy as np import pandas as pd import pytest from pandera import ( Check, Column, DataFrameModel, DataFrameSchema, DateTime, Field, Float, In... | ["kwarg2"] | 1,030 | 4 |
unionai-oss/pandera | train | 334 | 8954c431b69e0af1b220c0e345b29fe23c3f0227 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 1,201 | 4 | assert | test_pickle_decorated_function | """Testing the Decorators that check a functions input or output."""
import pickle
import typing
from asyncio import AbstractEventLoop
import numpy as np
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int... | _process_data_and_check_types | added | d51079581a532cac1762366c596d0f8fde8978a709ba883d0b2b6e3fa6674f93 | assert|test_pickle_decorated_function|"""Testing the Decorators that check a functions input or output.""" import pickle import typing from asyncio import AbstractEventLoop import numpy as np import pandas as pd import pytest from pandera import ( Check, Column, DataFrameModel, DataFrameSchema, DateTime, Field, Float, ... | null | null | null |
unionai-oss/pandera | train | 335 | 7ebbdc9e889569ad8555a83ad8c2ed789e075f59 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 430 | 12 | assert | test_check_io | """Testing the Decorators that check a functions input or output."""
import pickle
import typing
from asyncio import AbstractEventLoop
import numpy as np
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int... | expect | added | 1dab30d1e98d0b07a5db893366a71dd2dcb6fb07c6d7155eb0770cc366ede915 | assert|test_check_io|"""Testing the Decorators that check a functions input or output.""" import pickle import typing from asyncio import AbstractEventLoop import numpy as np import pandas as pd import pytest from pandera import ( Check, Column, DataFrameModel, DataFrameSchema, DateTime, Field, Float, Int, String, chec... | null | null | null |
unionai-oss/pandera | train | 335 | 7ebbdc9e889569ad8555a83ad8c2ed789e075f59 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 495 | 13 | pytest.raises | test_check_input_output_unrecognized_obj_getter | """Testing the Decorators that check a functions input or output."""
import pickle
import typing
from asyncio import AbstractEventLoop
import numpy as np
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int... | TypeError) | added | fb7d7b6ff5ef5141a468dd874a876c84af8779f481e175848362aa9409646fe4 | pytest.raises|test_check_input_output_unrecognized_obj_getter|"""Testing the Decorators that check a functions input or output.""" import pickle import typing from asyncio import AbstractEventLoop import numpy as np import pandas as pd import pytest from pandera import ( Check, Column, DataFrameModel, DataFrameSchema, ... | null | null | null |
unionai-oss/pandera | train | 335 | 7ebbdc9e889569ad8555a83ad8c2ed789e075f59 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 774 | 4 | assert | test_check_types_coerce | """Testing the Decorators that check a functions input or output."""
import pickle
import typing
from asyncio import AbstractEventLoop
import numpy as np
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int... | expected | added | 239538213a891a034a6b50b82d616f5077cd13a24686ba113bc3df068a76d8ff | assert|test_check_types_coerce|"""Testing the Decorators that check a functions input or output.""" import pickle import typing from asyncio import AbstractEventLoop import numpy as np import pandas as pd import pytest from pandera import ( Check, Column, DataFrameModel, DataFrameSchema, DateTime, Field, Float, Int, St... | null | null | null |
unionai-oss/pandera | train | 335 | 7ebbdc9e889569ad8555a83ad8c2ed789e075f59 | train | tests/core/test_decorators.py | train | unionai-oss/pandera:tests/core/test_decorators.py | 1,095 | 8 | assert_* | test_check_types_star_args_kwargs | """Testing the Decorators that check a functions input or output."""
import pickle
import typing
from asyncio import AbstractEventLoop
import numpy as np
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameModel,
DataFrameSchema,
DateTime,
Field,
Float,
Int... | actual) | added | 5bfe2263a8f72056d2bdeed4ab9c5a7ea48a3c9d59f7d7ca1ca98b3f6a0b5dfb | assert_*|test_check_types_star_args_kwargs|"""Testing the Decorators that check a functions input or output.""" import pickle import typing from asyncio import AbstractEventLoop import numpy as np import pandas as pd import pytest from pandera import ( Check, Column, DataFrameModel, DataFrameSchema, DateTime, Field, Fl... | null | null | null |
unionai-oss/pandera | train | 336 | b19d46377587f85df54a9638d4ebdf34f4af0e17 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,555 | 4 | assert | test_empty | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import os
import re
import runpy
from copy import deepcopy
from typing import Any, Generic, Iterable, List, Optional, TypeVar
import numpy as np
import pandas as... | df.empty | added | 803e442e2b18ed20362d112dcef19dbdd32bd89c5309d0b9a19a79117e864380 | assert|test_empty|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import os import re import runpy from copy import deepcopy from typing import Any, Generic, Iterable, List, Optional, TypeVar import numpy as np ... | null | null | null |
unionai-oss/pandera | train | 336 | b19d46377587f85df54a9638d4ebdf34f4af0e17 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,556 | 4 | assert | test_empty | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import os
import re
import runpy
from copy import deepcopy
from typing import Any, Generic, Iterable, List, Optional, TypeVar
import numpy as np
import pandas as... | Schema.validate(df).empty | added | 74164866008ad3f09549f6c77c9663957b57d65b1ddf890b00ad2a299b7b6e1e | assert|test_empty|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import os import re import runpy from copy import deepcopy from typing import Any, Generic, Iterable, List, Optional, TypeVar import numpy as np ... | null | null | null |
unionai-oss/pandera | train | 337 | f1c78e8ccf63cf24083bc03c486c677ae7f8231c | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,557 | 4 | assert | test_empty | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import os
import re
import runpy
from copy import deepcopy
from typing import Any, Generic, Iterable, List, Optional, TypeVar
import numpy as np
import pandas as... | df.empty | modified | 1bc3e24f2d1c4f98d3c707df83ddb71756c4062576da4a408a3042b7ea7abb93 | assert|test_empty|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import os import re import runpy from copy import deepcopy from typing import Any, Generic, Iterable, List, Optional, TypeVar import numpy as np ... | df.empty | 1,555 | 4 |
unionai-oss/pandera | train | 337 | f1c78e8ccf63cf24083bc03c486c677ae7f8231c | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,558 | 4 | assert | test_empty | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import os
import re
import runpy
from copy import deepcopy
from typing import Any, Generic, Iterable, List, Optional, TypeVar
import numpy as np
import pandas as... | Schema.validate(df).empty | modified | 8b003d143c4305d823bbdefb7d3cde38b897f35ee000380fc8ae84bd894f8e64 | assert|test_empty|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import os import re import runpy from copy import deepcopy from typing import Any, Generic, Iterable, List, Optional, TypeVar import numpy as np ... | Schema.validate(df).empty | 1,556 | 4 |
unionai-oss/pandera | train | 338 | 813420db5092a7ad4a4ce338b18cf56b1277fbba | train | tests/polars/test_polars_check.py | train | unionai-oss/pandera:tests/polars/test_polars_check.py | 66 | 4 | assert | test_polars_column_check | """Unit tests for polars check class."""
import polars as pl
import pytest
import pandera.polars as pa
from pandera.api.polars.utils import get_lazyframe_schema
from pandera.constants import CHECK_OUTPUT_KEY
@pytest.fixture
def column_lf():
return pl.LazyFrame({"col": pl.Series([1, 2, 3, 4], dtype=int)})
@pyt... | not invalid_check_result.check_passed.collect().item() | added | 592745c3a2b3c711cca4d68ec90d72d410ca6eaac8ef4cd398a49f448b3bed5a | assert|test_polars_column_check|"""Unit tests for polars check class.""" import polars as pl import pytest import pandera.polars as pa from pandera.api.polars.utils import get_lazyframe_schema from pandera.constants import CHECK_OUTPUT_KEY @pytest.fixture def column_lf(): return pl.LazyFrame({"col": pl.Series([1, 2, 3,... | null | null | null |
unionai-oss/pandera | train | 338 | 813420db5092a7ad4a4ce338b18cf56b1277fbba | train | tests/polars/test_polars_check.py | train | unionai-oss/pandera:tests/polars/test_polars_check.py | 144 | 4 | assert | test_polars_element_wise_column_check | """Unit tests for polars check class."""
import polars as pl
import pytest
import pandera.polars as pa
from pandera.api.polars.utils import get_lazyframe_schema
from pandera.constants import CHECK_OUTPUT_KEY
@pytest.fixture
def column_lf():
return pl.LazyFrame({"col": pl.Series([1, 2, 3, 4], dtype=int)})
@pyt... | validated_data.collect().equals(column_lf.collect()) | added | db620be8b5ee3241f19e654751657a9e53ce25492d935df66a957121e2d5bf4f | assert|test_polars_element_wise_column_check|"""Unit tests for polars check class.""" import polars as pl import pytest import pandera.polars as pa from pandera.api.polars.utils import get_lazyframe_schema from pandera.constants import CHECK_OUTPUT_KEY @pytest.fixture def column_lf(): return pl.LazyFrame({"col": pl.Ser... | null | null | null |
unionai-oss/pandera | train | 338 | 813420db5092a7ad4a4ce338b18cf56b1277fbba | train | tests/polars/test_polars_check.py | train | unionai-oss/pandera:tests/polars/test_polars_check.py | 160 | 4 | assert | test_polars_element_wise_dataframe_check | """Unit tests for polars check class."""
import polars as pl
import pytest
import pandera.polars as pa
from pandera.api.polars.utils import get_lazyframe_schema
from pandera.constants import CHECK_OUTPUT_KEY
@pytest.fixture
def column_lf():
return pl.LazyFrame({"col": pl.Series([1, 2, 3, 4], dtype=int)})
@pyt... | validated_data.collect().equals(lf.collect()) | added | 4c4a11e37393fb85979b9d13d6bf40266db370bd5507812d6a00446f64ee7c46 | assert|test_polars_element_wise_dataframe_check|"""Unit tests for polars check class.""" import polars as pl import pytest import pandera.polars as pa from pandera.api.polars.utils import get_lazyframe_schema from pandera.constants import CHECK_OUTPUT_KEY @pytest.fixture def column_lf(): return pl.LazyFrame({"col": pl.... | null | null | null |
unionai-oss/pandera | train | 338 | 813420db5092a7ad4a4ce338b18cf56b1277fbba | train | tests/polars/test_polars_check.py | train | unionai-oss/pandera:tests/polars/test_polars_check.py | 233 | 9 | pytest.raises | test_polars_custom_check | """Unit tests for polars check class."""
import polars as pl
import pytest
import pandera.polars as pa
from pandera.api.polars.utils import get_lazyframe_schema
from pandera.constants import CHECK_OUTPUT_KEY
@pytest.fixture
def column_lf():
return pl.LazyFrame({"col": pl.Series([1, 2, 3, 4], dtype=int)})
@pyt... | pa.errors.SchemaError) | added | f128be0b5341b79c29770eec6adcc44aa7f76bccf12e663e7d1d2cd4cb27fdfa | pytest.raises|test_polars_custom_check|"""Unit tests for polars check class.""" import polars as pl import pytest import pandera.polars as pa from pandera.api.polars.utils import get_lazyframe_schema from pandera.constants import CHECK_OUTPUT_KEY @pytest.fixture def column_lf(): return pl.LazyFrame({"col": pl.Series([1... | null | null | null |
unionai-oss/pandera | train | 338 | 813420db5092a7ad4a4ce338b18cf56b1277fbba | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 389 | 4 | assert | test_drop_invalid_rows_nullable | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
import polars as pl
import pytest
from hypothesis import given
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric import column, dataframes
impor... | validated_data.collect().equals(expected_valid_data.collect()) | added | 229347952fc5d97fd419e3883a07009f3f2a636fa7c8253c8f2165ec1a70ef30 | assert|test_drop_invalid_rows_nullable|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional import polars as pl import pytest from hypothesis import given from hypothesis import strategies as st from polars.testing import assert_frame_equal from polars.testing.parame... | null | null | null |
unionai-oss/pandera | train | 338 | 813420db5092a7ad4a4ce338b18cf56b1277fbba | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 406 | 4 | assert | test_set_defaults | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
import polars as pl
import pytest
from hypothesis import given
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric import column, dataframes
impor... | validated_data.equals(expected_data.collect()) | added | b9d395f34a8635f39a499d71abf4cf2c814f4f6e533511d252fb3a522805ecf1 | assert|test_set_defaults|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional import polars as pl import pytest from hypothesis import given from hypothesis import strategies as st from polars.testing import assert_frame_equal from polars.testing.parametric import co... | null | null | null |
unionai-oss/pandera | train | 338 | 813420db5092a7ad4a4ce338b18cf56b1277fbba | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 663 | 8 | assert | test_dataframe_coerce_col_with_null_in_other_column | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
import polars as pl
import pytest
from hypothesis import given
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric import column, dataframes
impor... | [ {"failure_case": "abc"}, {"failure_case": "String"}, ] | added | 80b21b91f1b85b0e77629f3e0f5913c61746d6ddc3a2130132ae0f71f69e3e61 | assert|test_dataframe_coerce_col_with_null_in_other_column|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional import polars as pl import pytest from hypothesis import given from hypothesis import strategies as st from polars.testing import assert_frame_equal from p... | null | null | null |
unionai-oss/pandera | train | 338 | 813420db5092a7ad4a4ce338b18cf56b1277fbba | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 679 | 9 | pytest.raises | test_dataframe_column_level_coerce | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
import polars as pl
import pytest
from hypothesis import given
from hypothesis import strategies as st
from polars.testing import assert_frame_equal
from polars.testing.parametric import column, dataframes
impor... | pa.errors.SchemaError, match="expected column 'b' to have type Float64, got String") | added | 0307928a59bea4f932aa5af561767e172be75685ac7e46e277bfca059222ae9b | pytest.raises|test_dataframe_column_level_coerce|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional import polars as pl import pytest from hypothesis import given from hypothesis import strategies as st from polars.testing import assert_frame_equal from polars.test... | null | null | null |
unionai-oss/pandera | train | 339 | a8321722ec7a097495a813df30bc6e29cfbc0bd5 | train | tests/core/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/core/test_from_to_format_conversions.py | 222 | 17 | pytest.raises | test_from_format | # pylint: disable=missing-class-docstring,too-few-public-methods
"""Test conversion of data from and to different formats."""
import io
import tempfile
from typing import Any
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pandas_engine
class InSchema(pa.DataFrameModel):
str_... | ImportError) | added | 4172cdc369ca737ee2fde0d7d2c2f27f6135ff43b3e8909a85d3d6fb4a530617 | pytest.raises|test_from_format|# pylint: disable=missing-class-docstring,too-few-public-methods """Test conversion of data from and to different formats.""" import io import tempfile from typing import Any import pandas as pd import pytest import pandera as pa from pandera.engines import pandas_engine class InSchema(pa... | null | null | null |
unionai-oss/pandera | train | 339 | a8321722ec7a097495a813df30bc6e29cfbc0bd5 | train | tests/core/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/core/test_from_to_format_conversions.py | 241 | 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 tempfile
from typing import Any
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pandas_engine
class InSchema(pa.DataFrameModel):
str_... | df.equals(out) | added | 8de5d6df3dad02e9d006e290faee0fb7ea3c774ce89047f7398afa9a3f550383 | 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 tempfile from typing import Any import pandas as pd import pytest import pandera as pa from pandera.engines import pandas_engine class InSchema(pa.DataFr... | null | null | null |
unionai-oss/pandera | train | 339 | a8321722ec7a097495a813df30bc6e29cfbc0bd5 | train | tests/core/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/core/test_from_to_format_conversions.py | 288 | 13 | 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 tempfile
from typing import Any
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pandas_engine
class InSchema(pa.DataFrameModel):
str_... | ImportError) | added | acf86022dd014d7971baf5d925606e9495015cbc2960e02bfa9054a2d140dbff | 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 tempfile from typing import Any import pandas as pd import pytest import pandera as pa from pandera.engines import pandas_engine class InSchema(pa.D... | null | null | null |
unionai-oss/pandera | train | 339 | a8321722ec7a097495a813df30bc6e29cfbc0bd5 | train | tests/core/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/core/test_from_to_format_conversions.py | 305 | 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 tempfile
from typing import Any
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pandas_engine
class InSchema(pa.DataFrameModel):
str_... | pa.errors.SchemaError) | added | 2b2c11d112222cfe6f2cf186cd9ee4fdd40a62fd40db92f0231da24d511289da | 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 tempfile from typing import Any import pandas as pd import pytest import pandera as pa from pandera.engines import pandas_engine class InSchema(pa.D... | null | null | null |
unionai-oss/pandera | train | 341 | 754e66df9576d6bcb5e977fe451da322c88dfc36 | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 69 | 9 | pytest.raises | test_invalid_typed_dataframe | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pydantic_version
from pandera.typing import DataFrame, Series
try:
from pydantic import Base... | ValidationError) | modified | 1f2fe6dbdec770db7e618c2868a5d728bc22f9d263ece4e827c4c3a5ae7de89e | pytest.raises|test_invalid_typed_dataframe|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.engines import pydantic_version from pandera.typing import DataFrame, Se... | ValidationError) | 69 | 9 |
unionai-oss/pandera | train | 341 | 754e66df9576d6bcb5e977fe451da322c88dfc36 | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 100 | 9 | pytest.raises | test_invalid_dataframemodel | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pydantic_version
from pandera.typing import DataFrame, Series
try:
from pydantic import Base... | TypeError if PYDANTIC_V2 else ValidationError) | modified | 2e9278c941d5427cc2b4cf4cfaa7c9e6e66436460a7cc9912b08e7074dc1a02a | pytest.raises|test_invalid_dataframemodel|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.engines import pydantic_version from pandera.typing import DataFrame, Ser... | TypeError if PYDANTIC_V2 else ValidationError) | 97 | 9 |
unionai-oss/pandera | train | 341 | 754e66df9576d6bcb5e977fe451da322c88dfc36 | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 128 | 4 | assert | test_dataframemodel_inheritance | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pydantic_version
from pandera.typing import DataFrame, Series
try:
from pydantic import Base... | isinstance(PydanticModel(pa_schema=Child), PydanticModel) | modified | 8a96c28e3fe421a8e977bc8cafe5437d2b24aabc7f9c6f2cd6b6fdbbf6b1ae6a | assert|test_dataframemodel_inheritance|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.engines import pydantic_version from pandera.typing import DataFrame, Series... | isinstance(PydanticModel(pa_schema=Child), PydanticModel) | 125 | 4 |
unionai-oss/pandera | train | 341 | 754e66df9576d6bcb5e977fe451da322c88dfc36 | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 177 | 9 | pytest.raises | test_invalid_seriesschema | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pydantic_version
from pandera.typing import DataFrame, Series
try:
from pydantic import Base... | TypeError if PYDANTIC_V2 else ValidationError) | modified | c6447692507016e642e85d4dd55a2f1cc97a4f6789ab80efdf9faa2fdd1d1e00 | pytest.raises|test_invalid_seriesschema|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.engines import pydantic_version from pandera.typing import DataFrame, Serie... | TypeError if PYDANTIC_V2 else ValidationError) | 174 | 9 |
unionai-oss/pandera | train | 342 | 32b08fde3b5b1d9c34c62f360e8c7670b0554256 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 54 | 4 | assert | test_pandas_data_type | """Test pandas engine."""
import datetime as dt
from typing import Tuple, List, Optional, Any, Set
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pyarrow
import pytest
import pytz
from hypothesis import given
from pandera imp... | not pd_dtype.check("foo") | added | 94e316ee108a0d41af2cde9a74eaf3e602399ce248ff759c3af0c76af0dbb097 | assert|test_pandas_data_type|"""Test pandas engine.""" import datetime as dt from typing import Tuple, List, Optional, Any, Set import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pyarrow import pytest import pytz from hypothesis imp... | null | null | null |
unionai-oss/pandera | train | 342 | 32b08fde3b5b1d9c34c62f360e8c7670b0554256 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 98 | 4 | assert | test_pandas_data_type_check | """Test pandas engine."""
import datetime as dt
from typing import Tuple, List, Optional, Any, Set
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pyarrow
import pytest
import pytz
from hypothesis import given
from pandera imp... | isinstance(check_result, bool) or isinstance( check_result.all(), (bool, np.bool_) ) | added | 807db4af69c95d8030598ac82430955a8bb493f92fc59ffa36656a3a1b769067 | assert|test_pandas_data_type_check|"""Test pandas engine.""" import datetime as dt from typing import Tuple, List, Optional, Any, Set import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pyarrow import pytest import pytz from hypothes... | null | null | null |
unionai-oss/pandera | train | 342 | 32b08fde3b5b1d9c34c62f360e8c7670b0554256 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 112 | 4 | assert | test_pandas_category_dtype | """Test pandas engine."""
import datetime as dt
from typing import Tuple, List, Optional, Any, Set
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pyarrow
import pytest
import pytz
from hypothesis import given
from pandera imp... | dtype.check(coerced_data.dtype) | added | b7381d5e348e3190ac48f774140b8a212d3430bdfa88555025939f61a317fe61 | assert|test_pandas_category_dtype|"""Test pandas engine.""" import datetime as dt from typing import Tuple, List, Optional, Any, Set import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pyarrow import pytest import pytz from hypothesi... | null | null | null |
unionai-oss/pandera | train | 342 | 32b08fde3b5b1d9c34c62f360e8c7670b0554256 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 157 | 9 | pytest.raises | test_pandas_boolean_native_type_error | """Test pandas engine."""
import datetime as dt
from typing import Tuple, List, Optional, Any, Set
import hypothesis
import hypothesis.extra.pandas as pd_st
import hypothesis.strategies as st
import numpy as np
import pandas as pd
import pyarrow
import pytest
import pytz
from hypothesis import given
from pandera imp... | TypeError) | modified | 5ce980934ce1e5e7d35465f05ba5636c8e9181ffba7aa201271c04e5fc5ff1bf | pytest.raises|test_pandas_boolean_native_type_error|"""Test pandas engine.""" import datetime as dt from typing import Tuple, List, Optional, Any, Set import hypothesis import hypothesis.extra.pandas as pd_st import hypothesis.strategies as st import numpy as np import pandas as pd import pyarrow import pytest import p... | TypeError) | 156 | 9 |
unionai-oss/pandera | train | 343 | ede8a4354cb41a5ef28218f5fbcf7bd64a761cf7 | train | tests/core/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/core/test_from_to_format_conversions.py | 303 | 4 | assert | test_to_format | # pylint: disable=missing-class-docstring,too-few-public-methods
"""Test conversion of data from and to different formats."""
import io
import tempfile
from typing import Any
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pandas_engine
class InSchema(pa.DataFrameModel):
str_... | df.assign(float_col=1.1).equals(out_df) | modified | 55d1130b105650a8605eb1af35023ca565e0801c772d628c6f9e35fbacfe003b | assert|test_to_format|# pylint: disable=missing-class-docstring,too-few-public-methods """Test conversion of data from and to different formats.""" import io import tempfile from typing import Any import pandas as pd import pytest import pandera as pa from pandera.engines import pandas_engine class InSchema(pa.DataFram... | df.assign(float_col=1.1).equals(out_df) | 303 | 4 |
unionai-oss/pandera | train | 343 | ede8a4354cb41a5ef28218f5fbcf7bd64a761cf7 | train | tests/core/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/core/test_from_to_format_conversions.py | 305 | 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 tempfile
from typing import Any
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pandas_engine
class InSchema(pa.DataFrameModel):
str_... | pa.errors.SchemaError) | modified | 281f3b379d29d62e599ddf4e411483f30997d6c9c8a335ded4308326262f0ba4 | 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 tempfile from typing import Any import pandas as pd import pytest import pandera as pa from pandera.engines import pandas_engine class InSchema(pa.D... | pa.errors.SchemaError) | 305 | 9 |
unionai-oss/pandera | train | 343 | ede8a4354cb41a5ef28218f5fbcf7bd64a761cf7 | train | tests/geopandas/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/geopandas/test_from_to_format_conversions.py | 315 | 4 | assert | test_to_format | # pylint: disable=missing-class-docstring,too-few-public-methods
"""Test conversion of GeoDataFrame from and to different formats."""
import io
import json
import tempfile
from typing import Any
import geopandas as gpd
import pandas as pd
import pytest
from shapely.geometry import Point
import pandera as pa
from pan... | gdf.assign(float_col=1.1).equals(out_gdf) | modified | 75e0b2e2057e6662cd3e223b9d74e2004b27f6d1221de08f7537276eb29724f8 | assert|test_to_format|# pylint: disable=missing-class-docstring,too-few-public-methods """Test conversion of GeoDataFrame from and to different formats.""" import io import json import tempfile from typing import Any import geopandas as gpd import pandas as pd import pytest from shapely.geometry import Point import pan... | gdf.assign(float_col=1.1).equals(out_gdf) | 315 | 4 |
unionai-oss/pandera | train | 343 | ede8a4354cb41a5ef28218f5fbcf7bd64a761cf7 | train | tests/geopandas/test_from_to_format_conversions.py | train | unionai-oss/pandera:tests/geopandas/test_from_to_format_conversions.py | 317 | 9 | pytest.raises | test_to_format | # pylint: disable=missing-class-docstring,too-few-public-methods
"""Test conversion of GeoDataFrame from and to different formats."""
import io
import json
import tempfile
from typing import Any
import geopandas as gpd
import pandas as pd
import pytest
from shapely.geometry import Point
import pandera as pa
from pan... | pa.errors.SchemaError) | modified | a6d92bc7647500d3d114f607c44f43870b41417a457dc63d8967786b1ecbe61b | pytest.raises|test_to_format|# pylint: disable=missing-class-docstring,too-few-public-methods """Test conversion of GeoDataFrame from and to different formats.""" import io import json import tempfile from typing import Any import geopandas as gpd import pandas as pd import pytest from shapely.geometry import Point imp... | pa.errors.SchemaError) | 317 | 9 |
unionai-oss/pandera | train | 343 | ede8a4354cb41a5ef28218f5fbcf7bd64a761cf7 | train | tests/polars/test_polars_builtin_checks.py | train | unionai-oss/pandera:tests/polars/test_polars_builtin_checks.py | 140 | 17 | pytest.raises | """Unit tests for polars checks."""
# pylint:disable=abstract-method
import datetime
import decimal
import re
from operator import methodcaller
import polars as pl
import pytest
from polars.datatypes import (
Binary,
Boolean,
Categorical,
Date,
Datetime,
Duration,
Float32,
Float64,
... | init_exception_cls) | modified | 7f538b37efc804efc65dc25983a5b9fabde0dee14253d72179a6ae8d1a5429af | pytest.raises||"""Unit tests for polars checks.""" # pylint:disable=abstract-method import datetime import decimal import re from operator import methodcaller import polars as pl import pytest from polars.datatypes import ( Binary, Boolean, Categorical, Date, Datetime, Duration, Float32, Float64, Int8, Int16, Int32, In... | init_exception_cls) | 140 | 17 | |
unionai-oss/pandera | train | 343 | ede8a4354cb41a5ef28218f5fbcf7bd64a761cf7 | train | tests/polars/test_polars_builtin_checks.py | train | unionai-oss/pandera:tests/polars/test_polars_builtin_checks.py | 161 | 13 | pytest.raises | """Unit tests for polars checks."""
# pylint:disable=abstract-method
import datetime
import decimal
import re
from operator import methodcaller
import polars as pl
import pytest
from polars.datatypes import (
Binary,
Boolean,
Categorical,
Date,
Datetime,
Duration,
Float32,
Float64,
... | SchemaError) | modified | 8e72a189884b97a60f753efac67448f4c5dfd45a6618c27ed465f14192792111 | pytest.raises||"""Unit tests for polars checks.""" # pylint:disable=abstract-method import datetime import decimal import re from operator import methodcaller import polars as pl import pytest from polars.datatypes import ( Binary, Boolean, Categorical, Date, Datetime, Duration, Float32, Float64, Int8, Int16, Int32, In... | SchemaError) | 161 | 13 | |
unionai-oss/pandera | train | 343 | ede8a4354cb41a5ef28218f5fbcf7bd64a761cf7 | train | tests/pyspark/test_pyspark_check.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_check.py | 1,119 | 13 | pytest.raises | test_failed_none_expression | """Unit tests for pyspark container."""
# pylint:disable=abstract-method
import datetime
import decimal
from unittest import mock
import pytest
from pyspark.sql.functions import col
from pyspark.sql.types import (
ArrayType,
BooleanType,
ByteType,
DateType,
DecimalType,
DoubleType,
FloatTy... | ValueError) | modified | 260008f164401405ff77ccf7ed9a61774ba984e9ea92900512fe1cdb614e9f7c | pytest.raises|test_failed_none_expression|"""Unit tests for pyspark container.""" # pylint:disable=abstract-method import datetime import decimal from unittest import mock import pytest from pyspark.sql.functions import col from pyspark.sql.types import ( ArrayType, BooleanType, ByteType, DateType, DecimalType, DoubleT... | ValueError) | 1,119 | 13 |
unionai-oss/pandera | train | 343 | ede8a4354cb41a5ef28218f5fbcf7bd64a761cf7 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 745 | 8 | assert | test_check_nullable_field_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
from warnings impor... | example.notna().all() | modified | ece91127bd5eab6e1222bef78a36afcde65c269f173dd8fb735d054bfa3060db | assert|test_check_nullable_field_strategy|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.... | example.notna().all() | 747 | 8 |
unionai-oss/pandera | train | 344 | 203d745fe9aedeb27c0b51bc00bda13a15f7d20b | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 56 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
from dataclasses import asdict
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
f... | self.sample_data | modified | e3cddd5b916f33467cb3a1dac5f48f94aaf55ace066b0c28997d1cfef2a63bc1 | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name from dataclasses import asdict import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, Data... | self.sample_data | 55 | 8 |
unionai-oss/pandera | train | 344 | 203d745fe9aedeb27c0b51bc00bda13a15f7d20b | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 78 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
from dataclasses import asdict
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
f... | self.sample_data | modified | d28d1fb65e3c47afad090cb9c0d06fa02f89087665e846103450124828ba0e2f | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name from dataclasses import asdict import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, Data... | self.sample_data | 77 | 8 |
unionai-oss/pandera | train | 344 | 203d745fe9aedeb27c0b51bc00bda13a15f7d20b | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 93 | 4 | assert | test_dataframemodel | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pydantic_version
from pandera.typing import DataFrame, Series
try:
from pydantic import Base... | isinstance( DataFrameModelPydantic(pa_schema=SimpleSchema), DataFrameModelPydantic, ) | added | aeb8a09dc7f6e9f9feb130aecec2ad5dcc59ddc51175e0f2d47112eba2b7bdc0 | assert|test_dataframemodel|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.engines import pydantic_version from pandera.typing import DataFrame, Series try: from p... | null | null | null |
unionai-oss/pandera | train | 344 | 203d745fe9aedeb27c0b51bc00bda13a15f7d20b | train | tests/core/test_pydantic.py | train | unionai-oss/pandera:tests/core/test_pydantic.py | 131 | 4 | assert | test_dataframemodel_inheritance | """Unit tests for pydantic compatibility."""
# pylint:disable=too-few-public-methods,missing-class-docstring
from typing import Optional
import pandas as pd
import pytest
import pandera as pa
from pandera.engines import pydantic_version
from pandera.typing import DataFrame, Series
try:
from pydantic import Base... | isinstance(PydanticModel(pa_schema=Parent), PydanticModel) | added | 8c21c09a24c087dac82562b1df2cb3466b4577b74ff3f37b2a4931589d594fc9 | assert|test_dataframemodel_inheritance|"""Unit tests for pydantic compatibility.""" # pylint:disable=too-few-public-methods,missing-class-docstring from typing import Optional import pandas as pd import pytest import pandera as pa from pandera.engines import pydantic_version from pandera.typing import DataFrame, Series... | null | null | null |
unionai-oss/pandera | train | 344 | 203d745fe9aedeb27c0b51bc00bda13a15f7d20b | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 222 | 4 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | len(resulting_errors) | modified | 569e93ba7d4877844de8fcc0ef729853e54d418c6bd3fbee2e4cbef7aa9b87ce | 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... | len(resulting_errors) | 221 | 4 |
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