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 | 277 | 58c5e45e3dbee6f48d34260b4acdd5d3af072eab | train | tests/polars/test_polars_parallel.py | train | unionai-oss/pandera:tests/polars/test_polars_parallel.py | 16 | 8 | assert | test_polars_parallel | """Test parallelization with polars using joblib."""
import polars as pl
from joblib import Parallel, delayed
from pandera.polars import Column, DataFrameSchema
def test_polars_parallel():
def fn():
schema = DataFrameSchema({"a": Column(pl.Int32)}, coerce=True)
return schema.validate(pl.DataFrame... | pl.Int32 | added | e70d39bc44112ce3981f779369417859de142e07903342a2b77f75031ea806f2 | assert|test_polars_parallel|"""Test parallelization with polars using joblib.""" import polars as pl from joblib import Parallel, delayed from pandera.polars import Column, DataFrameSchema def test_polars_parallel(): def fn(): schema = DataFrameSchema({"a": Column(pl.Int32)}, coerce=True) return schema.validate(pl.Data... | null | null | null |
unionai-oss/pandera | train | 278 | d3d6ff122ed5b2117f437ebdf4d495f43b8c9d04 | train | tests/core/test_pandas_parallel.py | test | unionai-oss/pandera:tests/core/test_pandas_parallel.py | 17 | 8 | assert | test_polars_parallel | """Test parallelization with pandas using joblib."""
import pandas as pd
from joblib import Parallel, delayed
from pandera import Column, DataFrameSchema
schema = DataFrameSchema({"a": Column("int64")}, coerce=True)
def test_polars_parallel():
def fn():
return schema.validate(pd.DataFrame({"a": [1]}))
... | "int64" | modified | 7bdc70b51877a9b3fa4bb11e5384eeb1ab4bc4049be04de5c94f785e8b7d4bff | assert|test_polars_parallel|"""Test parallelization with pandas using joblib.""" import pandas as pd from joblib import Parallel, delayed from pandera import Column, DataFrameSchema schema = DataFrameSchema({"a": Column("int64")}, coerce=True) def test_polars_parallel(): def fn(): return schema.validate(pd.DataFrame({"... | "int64" | 16 | 8 |
unionai-oss/pandera | train | 278 | d3d6ff122ed5b2117f437ebdf4d495f43b8c9d04 | train | tests/polars/test_polars_parallel.py | train | unionai-oss/pandera:tests/polars/test_polars_parallel.py | 17 | 8 | assert | test_polars_parallel | """Test parallelization with polars using joblib."""
import polars as pl
from joblib import Parallel, delayed
from pandera.polars import Column, DataFrameSchema
schema = DataFrameSchema({"a": Column(pl.Int32)}, coerce=True)
def test_polars_parallel():
def fn():
return schema.validate(pl.DataFrame({"a": ... | pl.Int32 | modified | 6262294667d29d3e439499c6d42d590206c6b4227bd9dfed013cb18bdebc8c8f | assert|test_polars_parallel|"""Test parallelization with polars using joblib.""" import polars as pl from joblib import Parallel, delayed from pandera.polars import Column, DataFrameSchema schema = DataFrameSchema({"a": Column(pl.Int32)}, coerce=True) def test_polars_parallel(): def fn(): return schema.validate(pl.Data... | pl.Int32 | 16 | 8 |
unionai-oss/pandera | train | 279 | c42efcfbe60d50a053bf8cff9d38d159b9d1ab07 | train | tests/pyspark/test_schemas_on_pyspark_pandas.py | train | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark_pandas.py | 357 | 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.pandas as ps
import pytest
from packaging import version
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, syste... | ks_nonnull_sample.notna().all().item() | modified | 8bb3bab6d0fdf01928824b2c6dac465addc66b84afebe12c049503bb102de65e | 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.pandas as ps import pytest from packaging import version from pyspark import SparkContext import pandera as pa from pandera import dtypes,... | ks_nonnull_sample.notna().all().item() | 355 | 8 |
unionai-oss/pandera | train | 279 | c42efcfbe60d50a053bf8cff9d38d159b9d1ab07 | train | tests/pyspark/test_schemas_on_pyspark_pandas.py | train | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark_pandas.py | 467 | 17 | pytest.raises | test_dtype_coercion | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark.pandas as ps
import pytest
from packaging import version
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, syste... | pa.errors.SchemaError, match="non-nullable series") | modified | a05bfd3ec780168f474f9dc41b87f3563f26e6cea18cb8e59dac4c713b38593b | pytest.raises|test_dtype_coercion|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark.pandas as ps import pytest from packaging import version from pyspark import SparkContext import pandera as pa from pandera i... | pa.errors.SchemaError, match="non-nullable series") | 465 | 17 |
unionai-oss/pandera | train | 279 | c42efcfbe60d50a053bf8cff9d38d159b9d1ab07 | train | tests/pyspark/test_schemas_on_pyspark_pandas.py | train | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark_pandas.py | 502 | 8 | assert | test_failure_cases | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark.pandas as ps
import pytest
from packaging import version
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, syste... | (exc.failure_cases.failure_case != value).all() | modified | cf7c69f26e0fbb285c351d818e3a1ffdc7f5b60059d118473523c7df48ae23a9 | assert|test_failure_cases|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark.pandas as ps import pytest from packaging import version from pyspark import SparkContext import pandera as pa from pandera import dt... | (exc.failure_cases.failure_case != value).all() | 500 | 8 |
unionai-oss/pandera | train | 279 | c42efcfbe60d50a053bf8cff9d38d159b9d1ab07 | train | tests/pyspark/test_schemas_on_pyspark_pandas.py | train | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark_pandas.py | 751 | 4 | assert | test_strict_filter | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import numpy as np
import pandas as pd
import pyspark.pandas as ps
import pytest
from packaging import version
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, syste... | {"col1"} | modified | acf401e14a5f33409753c279cc707073c4918cfcb8048c9b9c3ae13b9c6fd409 | assert|test_strict_filter|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import numpy as np import pandas as pd import pyspark.pandas as ps import pytest from packaging import version from pyspark import SparkContext import pandera as pa from pandera import dt... | {"col1"} | 749 | 4 |
unionai-oss/pandera | train | 280 | eff93293ca017b3da72fd5b8751a4969ad9b2664 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,494 | 4 | assert | test_parse_both_dataframe_and_column | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import p... | Schema.validate( pd.DataFrame({"col1": [1.0, 16.0, 81.0], "col2": [1.0, 4.0, 9.0]}) ).equals( pd.DataFrame({"col1": [1, 2, 3], "col2": [1, 2, 3]}).astype(float) ) | added | b556c2bdb1df4f587f9f79a9a53bebabc9061dbf04c01feef775d3beab7d0283 | assert|test_parse_both_dataframe_and_column|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd im... | null | null | null |
unionai-oss/pandera | train | 280 | eff93293ca017b3da72fd5b8751a4969ad9b2664 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,515 | 9 | pytest.raises | test_parse_non_existing | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import p... | pa.errors.SchemaInitError, match=err_msg) | added | 5bd2b22b74bfeba5eab3df3061cf1a8730f41f162a9afffb7a056b4532a0b769 | pytest.raises|test_parse_non_existing|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import p... | null | null | null |
unionai-oss/pandera | train | 280 | eff93293ca017b3da72fd5b8751a4969ad9b2664 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,535 | 4 | assert | test_parse_regex | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import p... | Schema.validate(df).equals( # type: ignore [attr-defined] pd.DataFrame({"a": [11.0], "abc": [1.0], "cba": [200.0]}) ) | added | f8bd6fa9ecc0de7d76a61b932e90f3a10de89b259cb59f0d1e9cd7c9617a6c4d | assert|test_parse_regex|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pytest import p... | null | null | null |
unionai-oss/pandera | train | 280 | eff93293ca017b3da72fd5b8751a4969ad9b2664 | train | tests/core/test_parsers.py | train | unionai-oss/pandera:tests/core/test_parsers.py | 46 | 4 | assert | test_series_schema_parse_with_element_wise | """Tests the way Columns are Parsed"""
import copy
import pandas as pd
import numpy as np
import pytest
import pandera as pa
from pandera.api.pandas.array import SeriesSchema
from pandera.api.pandas.container import DataFrameSchema
from pandera.api.parsers import Parser
from pandera.typing import Series
def test_d... | schema_check_return_bool.validate(data).equals(result) | added | bf6ffda49eff8230857d6a0a8accd8877bcf68a720f114bfe57784b9a2deb01d | assert|test_series_schema_parse_with_element_wise|"""Tests the way Columns are Parsed""" import copy import pandas as pd import numpy as np import pytest import pandera as pa from pandera.api.pandas.array import SeriesSchema from pandera.api.pandas.container import DataFrameSchema from pandera.api.parsers import Parser... | null | null | null |
unionai-oss/pandera | train | 280 | eff93293ca017b3da72fd5b8751a4969ad9b2664 | train | tests/core/test_parsers.py | train | unionai-oss/pandera:tests/core/test_parsers.py | 95 | 9 | pytest.raises | test_parser_non_existing | """Tests the way Columns are Parsed"""
import copy
import pandas as pd
import numpy as np
import pytest
import pandera as pa
from pandera.api.pandas.array import SeriesSchema
from pandera.api.pandas.container import DataFrameSchema
from pandera.api.parsers import Parser
from pandera.typing import Series
def test_d... | pa.errors.SchemaInitError, match=err_msg) | added | 173bef6c25bdc1586dd2f6e10ca07775e049652383b9a40c8af75846c5ce228d | pytest.raises|test_parser_non_existing|"""Tests the way Columns are Parsed""" import copy import pandas as pd import numpy as np import pytest import pandera as pa from pandera.api.pandas.array import SeriesSchema from pandera.api.pandas.container import DataFrameSchema from pandera.api.parsers import Parser from pande... | null | null | null |
unionai-oss/pandera | train | 280 | eff93293ca017b3da72fd5b8751a4969ad9b2664 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 881 | 13 | pytest.raises | test_coerce_not_required | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import p... | errors.SchemaError) | modified | bc73ab6c8a6ed0d317f87140d2f57ab94c4ff83ee74a5bc1cdad5f286d1e7159 | pytest.raises|test_coerce_not_required|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import nump... | errors.SchemaError) | 880 | 13 |
unionai-oss/pandera | train | 280 | eff93293ca017b3da72fd5b8751a4969ad9b2664 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,104 | 4 | assert | test_schema_get_dtypes | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import p... | record[0] # type: ignore[union-attr] .message.args[0] .startswith("Schema has columns specified as regex column names:") | modified | 2d7f8afbcd0df7baa0705642d7cfed0623867e44d5b2ee1bf8cf023761b16466 | assert|test_schema_get_dtypes|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as np i... | record[0] # type: ignore[union-attr] .message.args[0] .startswith("Schema has columns specified as regex column names:") | 1,101 | 4 |
unionai-oss/pandera | train | 280 | eff93293ca017b3da72fd5b8751a4969ad9b2664 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,879 | 8 | assert | test_set_index_drop | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import p... | "col1" | modified | d122a424a9ac23357391f50de2e1fb531295664e8943f90383a92dc26ba058b0 | assert|test_set_index_drop|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as np impo... | "col1" | 1,876 | 8 |
unionai-oss/pandera | train | 281 | 9b485ce5bfa5a884e05918b1f366cc0e46662156 | train | tests/polars/test_polars_check.py | train | unionai-oss/pandera:tests/polars/test_polars_check.py | 183 | 8 | assert | test_polars_element_wise_dataframe_different_dtypes | """Unit tests for polars check class."""
import polars as pl
import pytest
import pandera.polars as pa
from pandera.constants import CHECK_OUTPUT_KEY
@pytest.fixture
def column_lf():
return pl.LazyFrame({"col": pl.Series([1, 2, 3, 4], dtype=int)})
@pytest.fixture
def lf():
return pl.LazyFrame(
{
... | ["1", "2", "c"] | added | a663b4e1b5a84c08c5a6ef8cb0ceba1e6dba2da7396adebf59bee306a0c3e98c | assert|test_polars_element_wise_dataframe_different_dtypes|"""Unit tests for polars check class.""" import polars as pl import pytest import pandera.polars as pa from pandera.constants import CHECK_OUTPUT_KEY @pytest.fixture def column_lf(): return pl.LazyFrame({"col": pl.Series([1, 2, 3, 4], dtype=int)}) @pytest.fixtu... | null | null | null |
unionai-oss/pandera | train | 282 | c2b353de87b6a67a826b356dcf25c556cb1943ba | train | tests/core/test_checks.py | train | unionai-oss/pandera:tests/core/test_checks.py | 494 | 8 | assert | test_custom_check_error_is_failure_case | """Tests the way Columns are Checked"""
import copy
import pandas as pd
import pytest
from pandera import (
Bool,
Check,
Column,
DataFrameSchema,
Float,
Index,
Int,
SeriesSchema,
String,
errors,
)
from pandera.backends.pandas import error_formatters
def test_vectorized_check... | "raise_an_error_check" | added | eded27b1cdffe79dc4516fd2cfbc52545331b86c4dabedf0663c99282c82fe27 | assert|test_custom_check_error_is_failure_case|"""Tests the way Columns are Checked""" import copy import pandas as pd import pytest from pandera import ( Bool, Check, Column, DataFrameSchema, Float, Index, Int, SeriesSchema, String, errors, ) from pandera.backends.pandas import error_formatters def test_vectorized_che... | null | null | null |
unionai-oss/pandera | train | 282 | c2b353de87b6a67a826b356dcf25c556cb1943ba | train | tests/core/test_checks.py | train | unionai-oss/pandera:tests/core/test_checks.py | 508 | 9 | pytest.raises | test_check_backend_not_found | """Tests the way Columns are Checked"""
import copy
import pandas as pd
import pytest
from pandera import (
Bool,
Check,
Column,
DataFrameSchema,
Float,
Index,
Int,
SeriesSchema,
String,
errors,
)
from pandera.backends.pandas import error_formatters
def test_vectorized_check... | KeyError, match="Backend not found for class") | added | a76c83e1ee75ee7be30e20b5cd70d5877d03e88db6e423ce47d7a206aab530db | pytest.raises|test_check_backend_not_found|"""Tests the way Columns are Checked""" import copy import pandas as pd import pytest from pandera import ( Bool, Check, Column, DataFrameSchema, Float, Index, Int, SeriesSchema, String, errors, ) from pandera.backends.pandas import error_formatters def test_vectorized_checks(... | null | null | null |
unionai-oss/pandera | train | 283 | 870d74a79546ee0ac019d3c347bd31643a66f1cc | train | tests/dask/test_dask.py | train | unionai-oss/pandera:tests/dask/test_dask.py | 40 | 9 | pytest.raises | test_model_validation | """ Tests that basic Pandera functionality works for Dask objects. """
from typing import cast
import dask.dataframe as dd
import pandas as pd
import pytest
import pandera as pa
from pandera.typing.dask import DataFrame, Series
class IntSchema(pa.DataFrameModel): # pylint: disable=missing-class-docstring
col:... | pa.errors.SchemaError) | modified | 464473e6eb3d690a4aeb389d8f4242ddac4788c9463a9046430d443151ab9d77 | pytest.raises|test_model_validation|""" Tests that basic Pandera functionality works for Dask objects. """ from typing import cast import dask.dataframe as dd import pandas as pd import pytest import pandera as pa from pandera.typing.dask import DataFrame, Series class IntSchema(pa.DataFrameModel): # pylint: disable=mi... | pa.errors.SchemaError) | 38 | 9 |
unionai-oss/pandera | train | 283 | 870d74a79546ee0ac019d3c347bd31643a66f1cc | train | tests/dask/test_dask.py | train | unionai-oss/pandera:tests/dask/test_dask.py | 67 | 9 | pytest.raises | test_dataframe_schema | """ Tests that basic Pandera functionality works for Dask objects. """
from typing import cast
import dask.dataframe as dd
import pandas as pd
import pytest
import pandera as pa
from pandera.typing.dask import DataFrame, Series
class IntSchema(pa.DataFrameModel): # pylint: disable=missing-class-docstring
col:... | pa.errors.SchemaError) | added | 3490199a434a39d40c6af1fc0af0181747502aee7732087bad040ed0e8d2e32f | pytest.raises|test_dataframe_schema|""" Tests that basic Pandera functionality works for Dask objects. """ from typing import cast import dask.dataframe as dd import pandas as pd import pytest import pandera as pa from pandera.typing.dask import DataFrame, Series class IntSchema(pa.DataFrameModel): # pylint: disable=mi... | null | null | null |
unionai-oss/pandera | train | 283 | 870d74a79546ee0ac019d3c347bd31643a66f1cc | train | tests/dask/test_dask.py | train | unionai-oss/pandera:tests/dask/test_dask.py | 86 | 9 | pytest.raises | test_series_schema | """ Tests that basic Pandera functionality works for Dask objects. """
from typing import cast
import dask.dataframe as dd
import pandas as pd
import pytest
import pandera as pa
from pandera.typing.dask import DataFrame, Series
class IntSchema(pa.DataFrameModel): # pylint: disable=missing-class-docstring
col:... | pa.errors.SchemaError) | modified | 3213d4d45ce4706eeb5c68063c881b909c54cce09b5d6b2120f6c406f9fc893b | pytest.raises|test_series_schema|""" Tests that basic Pandera functionality works for Dask objects. """ from typing import cast import dask.dataframe as dd import pandas as pd import pytest import pandera as pa from pandera.typing.dask import DataFrame, Series class IntSchema(pa.DataFrameModel): # pylint: disable=missi... | pa.errors.SchemaError) | 87 | 9 |
unionai-oss/pandera | train | 283 | 870d74a79546ee0ac019d3c347bd31643a66f1cc | train | tests/dask/test_dask.py | train | unionai-oss/pandera:tests/dask/test_dask.py | 110 | 4 | assert_* | test_decorator | """ Tests that basic Pandera functionality works for Dask objects. """
from typing import cast
import dask.dataframe as dd
import pandas as pd
import pytest
import pandera as pa
from pandera.typing.dask import DataFrame, Series
class IntSchema(pa.DataFrameModel): # pylint: disable=missing-class-docstring
col:... | str_func(cast(pa.typing.dask.DataFrame[StrSchema], ddf)).compute()) | added | 80d715a054d4158c7fefdc007eaf0122a9ebe8b7f8f6a36c8da75fa15dc629c4 | assert_*|test_decorator|""" Tests that basic Pandera functionality works for Dask objects. """ from typing import cast import dask.dataframe as dd import pandas as pd import pytest import pandera as pa from pandera.typing.dask import DataFrame, Series class IntSchema(pa.DataFrameModel): # pylint: disable=missing-class-... | null | null | null |
unionai-oss/pandera | train | 284 | 8a9d7338c8c9b8ce9196f6a4bad4b08932bf868d | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 498 | 4 | assert | test_dataframe_schema_with_nested_types | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
try:
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
import pandera as pa
from pandera import C... | validated_lf.collect().equals(lf_with_nested_types.collect()) | added | 0402bbaf36c23d5b54884fac745963a4b27492b17d28cf94fbde7eb0188fb611 | assert|test_dataframe_schema_with_nested_types|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional try: from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest import pa... | null | null | null |
unionai-oss/pandera | train | 284 | 8a9d7338c8c9b8ce9196f6a4bad4b08932bf868d | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 511 | 4 | assert | test_dataframe_model_with_annotated_nested_types | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
try:
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
import pandera as pa
from pandera import C... | validated_lf.collect().equals(validated_lf.collect()) | added | bfa0327e6fe3150dc695b67f966e6f27fd4d08d168eb429fb139ee7561330586 | assert|test_dataframe_model_with_annotated_nested_types|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional try: from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest ... | null | null | null |
unionai-oss/pandera | train | 284 | 8a9d7338c8c9b8ce9196f6a4bad4b08932bf868d | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 530 | 4 | assert | test_dataframe_schema_with_kwargs_nested_types | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
try:
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
import pandera as pa
from pandera import C... | validated_lf.collect().equals(validated_lf.collect()) | added | d232c34818b9555630fa63024dcf90fb83315d70630c2cc3a2518d4013b2f5ba | assert|test_dataframe_schema_with_kwargs_nested_types|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional try: from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest im... | null | null | null |
unionai-oss/pandera | train | 285 | c1e7c06faa8fbb7f723b5a5c1f61a6c03ef73356 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 175 | 9 | pytest.raises | test_coerce_df_dtype_error | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
try:
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
from hypothesis import given
from hypothes... | pa.errors.SchemaError) | added | 179461e55a5e6878ecaf0fd244c29ee5b3802e4f479d6209cf2d3823dbbecd00 | pytest.raises|test_coerce_df_dtype_error|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional try: from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest from hypothesis... | null | null | null |
unionai-oss/pandera | train | 285 | c1e7c06faa8fbb7f723b5a5c1f61a6c03ef73356 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 312 | 8 | assert | test_drop_invalid_rows | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
try:
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
from hypothesis import given
from hypothes... | validated_data.collect().equals(expected_valid_data.collect()) | added | 3ed9013695f6babf820ef20982cdda051162c38975b42e07658f4fae11343dfd | assert|test_drop_invalid_rows|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional try: from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest from hypothesis import giv... | null | null | null |
unionai-oss/pandera | train | 285 | c1e7c06faa8fbb7f723b5a5c1f61a6c03ef73356 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 516 | 4 | assert | test_dataframe_model_with_annotated_nested_types | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
try:
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
from hypothesis import given
from hypothes... | validated_lf.collect().equals(validated_lf.collect()) | added | 23754dbfb995aa1506770c7c9db71cff74f1a8de1f1ef4577237b604281baa69 | assert|test_dataframe_model_with_annotated_nested_types|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional try: from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest ... | null | null | null |
unionai-oss/pandera | train | 285 | c1e7c06faa8fbb7f723b5a5c1f61a6c03ef73356 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 565 | 13 | pytest.raises | test_dataframe_schema_with_tz_agnostic_dates | # pylint: disable=redefined-outer-name
"""Unit tests for polars container."""
from typing import Optional
try:
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
from hypothesis import given
from hypothes... | pa.errors.SchemaError) | added | 023cd0a049891d46800806db3b84220f7e4ca4970f8fbfcc7e44fda9efeada67 | pytest.raises|test_dataframe_schema_with_tz_agnostic_dates|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional try: from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pyte... | null | null | null |
unionai-oss/pandera | train | 285 | c1e7c06faa8fbb7f723b5a5c1f61a6c03ef73356 | train | tests/polars/test_polars_dtypes.py | train | unionai-oss/pandera:tests/polars/test_polars_dtypes.py | 121 | 8 | assert | test_coerce_cast | """Polars dtype tests."""
import datetime
import decimal
from decimal import Decimal
from typing import Union, Tuple, Sequence
from hypothesis import strategies as st, settings
import pytest
from hypothesis import given
from polars.testing import assert_frame_equal
from polars.testing.parametric import dataframes
imp... | to_dtype.type | modified | 7d2c6745ac3d32ac68756e453d86f7a7d8e9f0aad27b273bc81c831dcb836307 | assert|test_coerce_cast|"""Polars dtype tests.""" import datetime import decimal from decimal import Decimal from typing import Union, Tuple, Sequence from hypothesis import strategies as st, settings import pytest from hypothesis import given from polars.testing import assert_frame_equal from polars.testing.parametric... | to_dtype.type | 119 | 8 |
unionai-oss/pandera | train | 285 | c1e7c06faa8fbb7f723b5a5c1f61a6c03ef73356 | train | tests/polars/test_polars_dtypes.py | train | unionai-oss/pandera:tests/polars/test_polars_dtypes.py | 190 | 9 | pytest.raises | test_try_coerce_cast_failed | """Polars dtype tests."""
import datetime
import decimal
from decimal import Decimal
from typing import Union, Tuple, Sequence
from hypothesis import strategies as st, settings
import pytest
from hypothesis import given
from polars.testing import assert_frame_equal
from polars.testing.parametric import dataframes
imp... | pandera.errors.ParserError) | modified | 1d3b5066fa7e60511dee70a884f0ee5cbc4c6763d75898028891824646b479c7 | pytest.raises|test_try_coerce_cast_failed|"""Polars dtype tests.""" import datetime import decimal from decimal import Decimal from typing import Union, Tuple, Sequence from hypothesis import strategies as st, settings import pytest from hypothesis import given from polars.testing import assert_frame_equal from polars.... | pandera.errors.ParserError) | 188 | 9 |
unionai-oss/pandera | train | 285 | c1e7c06faa8fbb7f723b5a5c1f61a6c03ef73356 | train | tests/polars/test_polars_dtypes.py | train | unionai-oss/pandera:tests/polars/test_polars_dtypes.py | 202 | 4 | assert | test_check_not_equivalent | """Polars dtype tests."""
import datetime
import decimal
from decimal import Decimal
from typing import Union, Tuple, Sequence
from hypothesis import strategies as st, settings
import pytest
from hypothesis import given
from polars.testing import assert_frame_equal
from polars.testing.parametric import dataframes
imp... | False | modified | 9d3109b9886fc6d6bcd91414f9d2b77977c7d2a29178b7d35cbcdfca168e42ed | assert|test_check_not_equivalent|"""Polars dtype tests.""" import datetime import decimal from decimal import Decimal from typing import Union, Tuple, Sequence from hypothesis import strategies as st, settings import pytest from hypothesis import given from polars.testing import assert_frame_equal from polars.testing.p... | False | 200 | 4 |
unionai-oss/pandera | train | 285 | c1e7c06faa8fbb7f723b5a5c1f61a6c03ef73356 | train | tests/polars/test_polars_dtypes.py | train | unionai-oss/pandera:tests/polars/test_polars_dtypes.py | 303 | 4 | assert | test_polars_nested_array_type_check | """Polars dtype tests."""
import datetime
import decimal
from decimal import Decimal
from typing import Union, Tuple, Sequence
from hypothesis import strategies as st, settings
import pytest
from hypothesis import given
from polars.testing import assert_frame_equal
from polars.testing.parametric import dataframes
imp... | not pandera_dtype.check(inner_dtype_cls) | modified | 583fb1f65cb96f146ac13cd55de63ee44b005b04d4b1f42c97c91e290296c094 | assert|test_polars_nested_array_type_check|"""Polars dtype tests.""" import datetime import decimal from decimal import Decimal from typing import Union, Tuple, Sequence from hypothesis import strategies as st, settings import pytest from hypothesis import given from polars.testing import assert_frame_equal from polars... | not pandera_dtype.check(inner_dtype_cls) | 301 | 4 |
unionai-oss/pandera | train | 286 | b58bd36de378ae7fe88b9d7254b882ffa66e836c | train | tests/pyspark/test_pyspark_check.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_check.py | 138 | 8 | assert | test_datatype_check_decorator | """Unit tests for pyspark container."""
# pylint:disable=abstract-method
import datetime
import decimal
from unittest import mock
from pyspark.sql.functions import col
from pyspark.sql.types import (
LongType,
StringType,
StructField,
StructType,
IntegerType,
ByteType,
ShortType,
Times... | expected["SCHEMA"] | added | bf6eda82bdded4600c587ee8ee93e4ef866717d18b69957cfe15b2992dcb57fb | assert|test_datatype_check_decorator|"""Unit tests for pyspark container.""" # pylint:disable=abstract-method import datetime import decimal from unittest import mock from pyspark.sql.functions import col from pyspark.sql.types import ( LongType, StringType, StructField, StructType, IntegerType, ByteType, ShortType, Ti... | null | null | null |
unionai-oss/pandera | train | 286 | b58bd36de378ae7fe88b9d7254b882ffa66e836c | train | tests/pyspark/test_pyspark_check.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_check.py | 282 | 13 | pytest.raises | """Unit tests for pyspark container."""
# pylint:disable=abstract-method
import datetime
import decimal
from unittest import mock
from pyspark.sql.functions import col
from pyspark.sql.types import (
LongType,
StringType,
StructField,
StructType,
IntegerType,
ByteType,
ShortType,
Times... | PysparkSchemaError) | added | 8c0eb0c17f755ac5e9bbf95ea99d70f051f55fb0a124894e226e33b3660fae90 | pytest.raises||"""Unit tests for pyspark container.""" # pylint:disable=abstract-method import datetime import decimal from unittest import mock from pyspark.sql.functions import col from pyspark.sql.types import ( LongType, StringType, StructField, StructType, IntegerType, ByteType, ShortType, TimestampType, DateType,... | null | null | null | |
unionai-oss/pandera | train | 286 | b58bd36de378ae7fe88b9d7254b882ffa66e836c | train | tests/pyspark/test_pyspark_check.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_check.py | 936 | 13 | pytest.raises | test_failed_none_expression | """Unit tests for pyspark container."""
# pylint:disable=abstract-method
import datetime
import decimal
from unittest import mock
from pyspark.sql.functions import col
from pyspark.sql.types import (
LongType,
StringType,
StructField,
StructType,
IntegerType,
ByteType,
ShortType,
Times... | ValueError) | added | 35d5de9a303c9804d421784eaf0c69dd73a3356a0eb08ffc1e353b7bf730ab0e | pytest.raises|test_failed_none_expression|"""Unit tests for pyspark container.""" # pylint:disable=abstract-method import datetime import decimal from unittest import mock from pyspark.sql.functions import col from pyspark.sql.types import ( LongType, StringType, StructField, StructType, IntegerType, ByteType, ShortTyp... | null | null | null |
unionai-oss/pandera | train | 286 | b58bd36de378ae7fe88b9d7254b882ffa66e836c | train | tests/pyspark/test_pyspark_check.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_check.py | 1,228 | 13 | pytest.raises | test_failed_unaccepted_datatypes | """Unit tests for pyspark container."""
# pylint:disable=abstract-method
import datetime
import decimal
from unittest import mock
from pyspark.sql.functions import col
from pyspark.sql.types import (
LongType,
StringType,
StructField,
StructType,
IntegerType,
ByteType,
ShortType,
Times... | TypeError) | added | 98290a3c5ce0cd5200b6277c6e77841ae68f3a5c8eaa9aa682964b7bfefc433e | pytest.raises|test_failed_unaccepted_datatypes|"""Unit tests for pyspark container.""" # pylint:disable=abstract-method import datetime import decimal from unittest import mock from pyspark.sql.functions import col from pyspark.sql.types import ( LongType, StringType, StructField, StructType, IntegerType, ByteType, Sho... | null | null | null |
unionai-oss/pandera | train | 287 | 2f9de696a885c39198511ca13549e982d98ad863 | train | tests/polars/test_polars_model.py | train | unionai-oss/pandera:tests/polars/test_polars_model.py | 114 | 4 | assert | test_model_schema_equivalency_with_optional | """Unit tests for polars dataframe model."""
import sys
from typing import Optional
import pytest
import polars as pl
from pandera.errors import SchemaError
from pandera.polars import (
DataFrameModel,
DataFrameSchema,
Column,
PolarsData,
Field,
check,
dataframe_check,
)
@pytest.fixture... | schema | modified | 57125ac8b3fdc371864f757236a3ee6c35c8fb1c74b9a7f00e733b96c4c685cf | assert|test_model_schema_equivalency_with_optional|"""Unit tests for polars dataframe model.""" import sys from typing import Optional import pytest import polars as pl from pandera.errors import SchemaError from pandera.polars import ( DataFrameModel, DataFrameSchema, Column, PolarsData, Field, check, dataframe_check,... | schema | 113 | 4 |
unionai-oss/pandera | train | 287 | 2f9de696a885c39198511ca13549e982d98ad863 | train | tests/polars/test_polars_model.py | train | unionai-oss/pandera:tests/polars/test_polars_model.py | 143 | 9 | pytest.raises | test_basic_model | """Unit tests for polars dataframe model."""
import sys
from typing import Optional
import pytest
import polars as pl
from pandera.errors import SchemaError
from pandera.polars import (
DataFrameModel,
DataFrameSchema,
Column,
PolarsData,
Field,
check,
dataframe_check,
)
@pytest.fixture... | exception_cls) | modified | 01ac2f5d99c33a1079699ea627e6fb3f45f8d3d7c48a384880e014590000668e | pytest.raises|test_basic_model|"""Unit tests for polars dataframe model.""" import sys from typing import Optional import pytest import polars as pl from pandera.errors import SchemaError from pandera.polars import ( DataFrameModel, DataFrameSchema, Column, PolarsData, Field, check, dataframe_check, ) @pytest.fixture d... | exception_cls) | 142 | 9 |
unionai-oss/pandera | train | 287 | 2f9de696a885c39198511ca13549e982d98ad863 | train | tests/polars/test_polars_model.py | train | unionai-oss/pandera:tests/polars/test_polars_model.py | 183 | 4 | assert | test_model_with_custom_dataframe_checks | """Unit tests for polars dataframe model."""
import sys
from typing import Optional
import pytest
import polars as pl
from pandera.errors import SchemaError
from pandera.polars import (
DataFrameModel,
DataFrameSchema,
Column,
PolarsData,
Field,
check,
dataframe_check,
)
@pytest.fixture... | isinstance(df, pl.DataFrame) | modified | e45d52e55df4f9be4e0749cffc54d52df34f4e939406342c1d819044d066d6d2 | assert|test_model_with_custom_dataframe_checks|"""Unit tests for polars dataframe model.""" import sys from typing import Optional import pytest import polars as pl from pandera.errors import SchemaError from pandera.polars import ( DataFrameModel, DataFrameSchema, Column, PolarsData, Field, check, dataframe_check, ) @... | isinstance(df, pl.DataFrame) | 182 | 4 |
unionai-oss/pandera | train | 287 | 2f9de696a885c39198511ca13549e982d98ad863 | train | tests/polars/test_polars_model.py | train | unionai-oss/pandera:tests/polars/test_polars_model.py | 213 | 4 | assert | test_polars_python_list_df_model | """Unit tests for polars dataframe model."""
import sys
from typing import Optional
import pytest
import polars as pl
from pandera.errors import SchemaError
from pandera.polars import (
DataFrameModel,
DataFrameSchema,
Column,
PolarsData,
Field,
check,
dataframe_check,
)
@pytest.fixture... | schema | added | e7ad4c4e7fe68a08a9d85ffbdda8f8296fb11d734c5430d3a2d4e9e43d1cfdee | assert|test_polars_python_list_df_model|"""Unit tests for polars dataframe model.""" import sys from typing import Optional import pytest import polars as pl from pandera.errors import SchemaError from pandera.polars import ( DataFrameModel, DataFrameSchema, Column, PolarsData, Field, check, dataframe_check, ) @pytest.... | null | null | null |
unionai-oss/pandera | train | 288 | 11488670c11a09e605f251b5d62bd0a88a57672c | train | tests/polars/test_polars_dataframe_generic.py | test | unionai-oss/pandera:tests/polars/test_polars_dataframe_generic.py | 20 | 4 | assert | test_series_annotation | """Unit tests for polars LazyFrame generic."""
import polars as pl
import pytest
import pandera.polars as pa
from pandera.typing.polars import LazyFrame, Series
def test_series_annotation():
class Model(pa.DataFrameModel):
col1: Series[pl.Int64]
data = pl.LazyFrame(
{
"col1": [1... | data.collect().equals(Model.validate(data).collect()) | added | d306e65084f5805f5a1508281ba03b25fbb46a18c5d635bb273de9e20d41a74f | assert|test_series_annotation|"""Unit tests for polars LazyFrame generic.""" import polars as pl import pytest import pandera.polars as pa from pandera.typing.polars import LazyFrame, Series def test_series_annotation(): class Model(pa.DataFrameModel): col1: Series[pl.Int64] data = pl.LazyFrame( { "col1": [1, 2, 3], } ... | null | null | null |
unionai-oss/pandera | train | 288 | 11488670c11a09e605f251b5d62bd0a88a57672c | train | tests/polars/test_polars_dataframe_generic.py | test | unionai-oss/pandera:tests/polars/test_polars_dataframe_generic.py | 23 | 9 | pytest.raises | test_series_annotation | """Unit tests for polars LazyFrame generic."""
import polars as pl
import pytest
import pandera.polars as pa
from pandera.typing.polars import LazyFrame, Series
def test_series_annotation():
class Model(pa.DataFrameModel):
col1: Series[pl.Int64]
data = pl.LazyFrame(
{
"col1": [1... | pa.errors.SchemaError) | added | 1d0e3ef7375e581c5407738c8bd49fda074a991d0e9d219671519bc9a029da0f | pytest.raises|test_series_annotation|"""Unit tests for polars LazyFrame generic.""" import polars as pl import pytest import pandera.polars as pa from pandera.typing.polars import LazyFrame, Series def test_series_annotation(): class Model(pa.DataFrameModel): col1: Series[pl.Int64] data = pl.LazyFrame( { "col1": [1, 2,... | null | null | null |
unionai-oss/pandera | train | 288 | 11488670c11a09e605f251b5d62bd0a88a57672c | train | tests/polars/test_polars_dataframe_generic.py | test | unionai-oss/pandera:tests/polars/test_polars_dataframe_generic.py | 45 | 4 | assert | test_lazyframe_generic_simple | """Unit tests for polars LazyFrame generic."""
import polars as pl
import pytest
import pandera.polars as pa
from pandera.typing.polars import LazyFrame, Series
def test_series_annotation():
class Model(pa.DataFrameModel):
col1: Series[pl.Int64]
data = pl.LazyFrame(
{
"col1": [1... | data.collect().equals(fn(data).collect()) | added | 713e3b2ed07f295fc07e0c4f3d5132b943cca60c9586e38079936ca1af5a3f0a | assert|test_lazyframe_generic_simple|"""Unit tests for polars LazyFrame generic.""" import polars as pl import pytest import pandera.polars as pa from pandera.typing.polars import LazyFrame, Series def test_series_annotation(): class Model(pa.DataFrameModel): col1: Series[pl.Int64] data = pl.LazyFrame( { "col1": [1, 2,... | null | null | null |
unionai-oss/pandera | train | 288 | 11488670c11a09e605f251b5d62bd0a88a57672c | train | tests/polars/test_polars_dataframe_generic.py | test | unionai-oss/pandera:tests/polars/test_polars_dataframe_generic.py | 75 | 4 | assert | test_lazyframe_generic_transform | """Unit tests for polars LazyFrame generic."""
import polars as pl
import pytest
import pandera.polars as pa
from pandera.typing.polars import LazyFrame, Series
def test_series_annotation():
class Model(pa.DataFrameModel):
col1: Series[pl.Int64]
data = pl.LazyFrame(
{
"col1": [1... | isinstance(fn(data).collect(), pl.DataFrame) | added | 59e549c876791225bf0eabfdaf88e56bd9fd5d239328772d376abe4ed9c00054 | assert|test_lazyframe_generic_transform|"""Unit tests for polars LazyFrame generic.""" import polars as pl import pytest import pandera.polars as pa from pandera.typing.polars import LazyFrame, Series def test_series_annotation(): class Model(pa.DataFrameModel): col1: Series[pl.Int64] data = pl.LazyFrame( { "col1": [1,... | null | null | null |
unionai-oss/pandera | train | 289 | cf09ae23ba4efdad89a076f05d4d4c5479c87b37 | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 81 | 13 | pytest.raises | test_pyspark_dataframeschema_with_alias_types | """Unit tests for pyspark container."""
from decimal import Decimal
from datetime import date, datetime
from contextlib import nullcontext as does_not_raise
import platform
from pyspark.sql import DataFrame, SparkSession, Row
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.error... | pandera.errors.PysparkSchemaError) | modified | 84fb18b9fefa870193097e4d887124e245d15cdd7928c634fc524126fdf40f6a | pytest.raises|test_pyspark_dataframeschema_with_alias_types|"""Unit tests for pyspark container.""" from decimal import Decimal from datetime import date, datetime from contextlib import nullcontext as does_not_raise import platform from pyspark.sql import DataFrame, SparkSession, Row import pyspark.sql.types as T impo... | pandera.errors.PysparkSchemaError) | 78 | 13 |
unionai-oss/pandera | train | 289 | cf09ae23ba4efdad89a076f05d4d4c5479c87b37 | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 126 | 4 | assert | test_pyspark_column_metadata | """Unit tests for pyspark container."""
from decimal import Decimal
from datetime import date, datetime
from contextlib import nullcontext as does_not_raise
import platform
from pyspark.sql import DataFrame, SparkSession, Row
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.error... | expected | modified | c85d87d8a325b11e4dcd991a71d64f5ace2b56f6b9dc333caedba5fb429ae56d | assert|test_pyspark_column_metadata|"""Unit tests for pyspark container.""" from decimal import Decimal from datetime import date, datetime from contextlib import nullcontext as does_not_raise import platform from pyspark.sql import DataFrame, SparkSession, Row import pyspark.sql.types as T import pytest import pandera... | expected | 123 | 4 |
unionai-oss/pandera | train | 289 | cf09ae23ba4efdad89a076f05d4d4c5479c87b37 | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 163 | 4 | assert | test_pyspark_sample | """Unit tests for pyspark container."""
from decimal import Decimal
from datetime import date, datetime
from contextlib import nullcontext as does_not_raise
import platform
from pyspark.sql import DataFrame, SparkSession, Row
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.error... | isinstance(df_out, DataFrame) | modified | 96bc26ac476a6e9be1879ed6531758083b02ffb807a8709d4c8b96ceeb3580c4 | assert|test_pyspark_sample|"""Unit tests for pyspark container.""" from decimal import Decimal from datetime import date, datetime from contextlib import nullcontext as does_not_raise import platform from pyspark.sql import DataFrame, SparkSession, Row import pyspark.sql.types as T import pytest import pandera.pyspark ... | isinstance(df_out, DataFrame) | 160 | 4 |
unionai-oss/pandera | train | 289 | cf09ae23ba4efdad89a076f05d4d4c5479c87b37 | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 389 | 4 | assert | test_schema_to_ddl | """Unit tests for pyspark container."""
from decimal import Decimal
from datetime import date, datetime
from contextlib import nullcontext as does_not_raise
import platform
from pyspark.sql import DataFrame, SparkSession, Row
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.error... | ",".join( [ "non_nullable INT", "binary BINARY", "byte TINYINT", "text STRING", "integer INT", "long BIGINT", "float FLOAT", "double DOUBLE", "boolean BOOLEAN", "decimal DECIMAL(10,0)", "date DATE", "timestamp TIMESTAMP", "timestamp_ntz TIMESTAMP", "array ARRAY<STRING>", "map MAP<STRING, INT>", "nested_structure MAP<AR... | added | 6ebfec4b0b8bc84dc6727361be9ed7693507815c0749cb41ba85a3d1588d9019 | assert|test_schema_to_ddl|"""Unit tests for pyspark container.""" from decimal import Decimal from datetime import date, datetime from contextlib import nullcontext as does_not_raise import platform from pyspark.sql import DataFrame, SparkSession, Row import pyspark.sql.types as T import pytest import pandera.pyspark a... | null | null | null |
unionai-oss/pandera | train | 289 | cf09ae23ba4efdad89a076f05d4d4c5479c87b37 | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 569 | 4 | assert | test_schema_to_structtype | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from contextlib import nullcontext as does_not_raise
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
f... | T.StructType( [ T.StructField( name="non_nullable", dataType=T.IntegerType(), nullable=True ), T.StructField( name="binary", dataType=T.BinaryType(), nullable=True ), T.StructField(name="byte", dataType=T.ByteType(), nullable=True), T.StructField(name="text", dataType=T.StringType(), nullable=True), T.StructField( name... | added | 085aca9297e706dbfabffa920fde4ca7cb9f6702c53e1a1b1281516a0679f958 | assert|test_schema_to_structtype|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from contextlib import nullcontext as does_not_raise from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.api.extensions as pax... | null | null | null |
unionai-oss/pandera | train | 289 | cf09ae23ba4efdad89a076f05d4d4c5479c87b37 | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 627 | 4 | assert | test_schema_to_ddl | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from contextlib import nullcontext as does_not_raise
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
f... | ",".join( [ "non_nullable INT", "binary BINARY", "byte TINYINT", "text STRING", "integer INT", "long BIGINT", "float FLOAT", "double DOUBLE", "boolean BOOLEAN", "decimal DECIMAL(10,0)", "date DATE", "timestamp TIMESTAMP", "timestamp_ntz TIMESTAMP", "array ARRAY<STRING>", "map MAP<STRING, INT>", "nested_structure MAP<AR... | added | 3a546b3434d3af9af1b7790aed11ea51ec3ea542539b7fe5a3f4e2b6cdfafd46 | assert|test_schema_to_ddl|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from contextlib import nullcontext as does_not_raise from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.api.extensions as pax import... | null | null | null |
unionai-oss/pandera | train | 289 | cf09ae23ba4efdad89a076f05d4d4c5479c87b37 | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 654 | 4 | assert | test_inherited_schema_to_structtype | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from contextlib import nullcontext as does_not_raise
from typing import Optional
from pyspark.sql import DataFrame
import pyspark.sql.types as T
import pytest
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa
f... | T.StructType( [ T.StructField( name="text_new", dataType=T.StringType(), nullable=True ), # A new field was kept T.StructField( name="non_nullable", dataType=T.IntegerType(), nullable=True ), T.StructField( name="text", dataType=T.StringType(), nullable=True ), # Only one `text` was kept T.StructField( name="integer", ... | added | c27a24ef493f4bd10ec62f5e91198a7ad41a32e797c16989cbe5c30ee8696f26 | assert|test_inherited_schema_to_structtype|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from contextlib import nullcontext as does_not_raise from typing import Optional from pyspark.sql import DataFrame import pyspark.sql.types as T import pytest import pandera import pandera.api.extensi... | null | null | null |
unionai-oss/pandera | train | 290 | dbf18314fc9461b3f7af8ff6c4741a6dff0f99ac | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 81 | 13 | pytest.raises | test_pyspark_dataframeschema_with_alias_types | """Unit tests for pyspark container."""
from decimal import Decimal
from datetime import date, datetime
from contextlib import nullcontext as does_not_raise
import platform
from pyspark.sql import DataFrame, SparkSession, Row
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.error... | pandera.errors.PysparkSchemaError) | modified | 4bc53ff6a2cb79b16338174e50e80cff3c285b16b708e8cda0fb04b48d688241 | pytest.raises|test_pyspark_dataframeschema_with_alias_types|"""Unit tests for pyspark container.""" from decimal import Decimal from datetime import date, datetime from contextlib import nullcontext as does_not_raise import platform from pyspark.sql import DataFrame, SparkSession, Row import pyspark.sql.types as T impo... | pandera.errors.PysparkSchemaError) | 81 | 13 |
unionai-oss/pandera | train | 290 | dbf18314fc9461b3f7af8ff6c4741a6dff0f99ac | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 191 | 4 | assert | test_pyspark_regex_column | """Unit tests for pyspark container."""
from decimal import Decimal
from datetime import date, datetime
from contextlib import nullcontext as does_not_raise
import platform
from pyspark.sql import DataFrame, SparkSession, Row
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.error... | not df_out.pandera.errors | modified | 83d7b028c06013a6f11e32b5d92055662f8fd71600881d321182cf93478169ed | assert|test_pyspark_regex_column|"""Unit tests for pyspark container.""" from decimal import Decimal from datetime import date, datetime from contextlib import nullcontext as does_not_raise import platform from pyspark.sql import DataFrame, SparkSession, Row import pyspark.sql.types as T import pytest import pandera.py... | not df_out.pandera.errors | 191 | 4 |
unionai-oss/pandera | train | 290 | dbf18314fc9461b3f7af8ff6c4741a6dff0f99ac | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 467 | 4 | assert | test_schema_to_ddl | """Unit tests for pyspark container."""
from decimal import Decimal
from datetime import date, datetime
from contextlib import nullcontext as does_not_raise
import platform
from pyspark.sql import DataFrame, SparkSession, Row
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.error... | ",".join( [ "non_nullable INT", "binary STRING", # Wrong "byte STRING", # Wrong "text STRING", "integer INT", "long BIGINT", "float FLOAT", "double DOUBLE", "boolean BOOLEAN", "decimal DECIMAL(10,0)", "date DATE", "timestamp TIMESTAMP", "timestamp_ntz TIMESTAMP", "array ARRAY<STRING>", "map MAP<STRING, INT>", "nested_s... | added | 3ef563e94ccf24b4f8171b78d3fb4d6cb7879c09b14b381684fa9ddf81573e45 | assert|test_schema_to_ddl|"""Unit tests for pyspark container.""" from decimal import Decimal from datetime import date, datetime from contextlib import nullcontext as does_not_raise import platform from pyspark.sql import DataFrame, SparkSession, Row import pyspark.sql.types as T import pytest import pandera.pyspark a... | null | null | null |
unionai-oss/pandera | train | 290 | dbf18314fc9461b3f7af8ff6c4741a6dff0f99ac | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 597 | 4 | assert | test_pyspark_read | """Unit tests for pyspark container."""
from decimal import Decimal
from datetime import date, datetime
from contextlib import nullcontext as does_not_raise
import platform
from pyspark.sql import DataFrame, SparkSession, Row
import pyspark.sql.types as T
import pytest
import pandera.pyspark as pa
import pandera.error... | original_pyspark_schema | added | 19660f5ddef2d9074b9a8aa43b697f5cb32edfdb79639e4e895c287374d5f3c4 | assert|test_pyspark_read|"""Unit tests for pyspark container.""" from decimal import Decimal from datetime import date, datetime from contextlib import nullcontext as does_not_raise import platform from pyspark.sql import DataFrame, SparkSession, Row import pyspark.sql.types as T import pytest import pandera.pyspark as... | null | null | null |
unionai-oss/pandera | train | 291 | 1305d93ab71e133f33ae7a67fb0aa6752998f9eb | train | tests/polars/test_polars_config.py | train | unionai-oss/pandera:tests/polars/test_polars_config.py | 174 | 12 | assert | test_coerce_validation_depth_none | # pylint: disable=unused-argument
"""Unit tests for polars validation based on configuration settings."""
import pytest
import polars as pl
import pandera.polars as pa
from pandera.api.base.error_handler import ErrorCategory
from pandera.config import (
CONFIG,
ValidationDepth,
config_context,
get_co... | [{"a": "foo"}] | modified | b4657bf86dc3e21fe11fbf698abfa67f472542940c65b2a42769704375bc5d4b | assert|test_coerce_validation_depth_none|# pylint: disable=unused-argument """Unit tests for polars validation based on configuration settings.""" import pytest import polars as pl import pandera.polars as pa from pandera.api.base.error_handler import ErrorCategory from pandera.config import ( CONFIG, ValidationDepth, ... | [ {"a": "foo", "b": "c"} ] | 174 | 12 |
unionai-oss/pandera | train | 291 | 1305d93ab71e133f33ae7a67fb0aa6752998f9eb | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 588 | 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
try:
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
from hypothesis import given
from hypothes... | [ {"failure_case": "abc"}, {"failure_case": "String"}, ] | added | 706b8bb666d031841c11c4b36dfea1d21ce2a37bfccc579f682474030dbb2f7d | assert|test_dataframe_coerce_col_with_null_in_other_column|# pylint: disable=redefined-outer-name """Unit tests for polars container.""" from typing import Optional try: from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pyte... | null | null | null |
unionai-oss/pandera | train | 292 | d058f7148591bc3f805a8f0f63d675c9ddc3e0c2 | train | tests/core/test_config.py | train | unionai-oss/pandera:tests/core/test_config.py | 64 | 4 | assert | test_config_context | """Tests for configuration functions."""
import pytest
from pandera.config import (
ValidationDepth,
config_context,
get_config_context,
get_config_global,
)
@pytest.mark.parametrize(
"setting, value, in_ctx_value, post_global_value, post_ctx_value",
[
("validation_enabled", False, F... | post_ctx_value | modified | a3034b24d6117355fbbc519402c285e9de7c345ca019184dcde77c97ae7142de | assert|test_config_context|"""Tests for configuration functions.""" import pytest from pandera.config import ( ValidationDepth, config_context, get_config_context, get_config_global, ) @pytest.mark.parametrize( "setting, value, in_ctx_value, post_global_value, post_ctx_value", [ ("validation_enabled", False, False, Tru... | post_ctx_value | 64 | 4 |
unionai-oss/pandera | train | 292 | d058f7148591bc3f805a8f0f63d675c9ddc3e0c2 | train | tests/core/test_pandas_config.py | train | unionai-oss/pandera:tests/core/test_pandas_config.py | 54 | 8 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name
import pandas as pd
import pytest
import pandera as pa
from pandera import DataFrameModel, DataFrameSchema, SeriesSchema
from pandera.config import Valid... | expected | modified | f36a27e09eb36aa220bb533dee2c926970270e44ea035501e378af94a7c61115 | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method,redefined-outer-name import pandas as pd import pytest import pandera as pa from pandera import DataFrameModel, DataFrameSchema, SeriesSchema from ... | expected | 52 | 8 |
unionai-oss/pandera | train | 292 | d058f7148591bc3f805a8f0f63d675c9ddc3e0c2 | train | tests/core/test_pydantic_dtype.py | train | unionai-oss/pandera:tests/core/test_pydantic_dtype.py | 93 | 4 | assert | test_pydantic_model_coerce | """Unit tests for pydantic datatype."""
from typing import Type
import pandas as pd
import pytest
from pydantic import BaseModel
import pandera as pa
from pandera.api.pandas.array import ArraySchema
from pandera.engines.pandas_engine import PydanticModel
class Record(BaseModel):
"""Pydantic record model."""
... | True | modified | 34ca6dfc21613166bfdf423b4beb9b5452d0bd7a15aa109c7959d40fe5908fc3 | assert|test_pydantic_model_coerce|"""Unit tests for pydantic datatype.""" from typing import Type import pandas as pd import pytest from pydantic import BaseModel import pandera as pa from pandera.api.pandas.array import ArraySchema from pandera.engines.pandas_engine import PydanticModel class Record(BaseModel): """Pyd... | True | 93 | 4 |
unionai-oss/pandera | train | 292 | d058f7148591bc3f805a8f0f63d675c9ddc3e0c2 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 564 | 13 | pytest.raises | test_dataframe_schema_with_tz_agnostic_dates | # 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.parametric import column, dataframes
import pandera as pa
from pandera import Check as C... | pa.errors.SchemaError) | modified | 636c16155822ed38c7a0ea5d394b12cfff2ea6503fb81a25169b03f954d94563 | pytest.raises|test_dataframe_schema_with_tz_agnostic_dates|# 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.parametric import column, datafr... | pa.errors.SchemaError) | 565 | 13 |
unionai-oss/pandera | train | 292 | d058f7148591bc3f805a8f0f63d675c9ddc3e0c2 | train | tests/polars/test_polars_model.py | train | unionai-oss/pandera:tests/polars/test_polars_model.py | 114 | 4 | assert | test_model_schema_equivalency_with_optional | """Unit tests for polars dataframe model."""
import sys
from typing import Optional
import polars as pl
import pytest
from pandera.errors import SchemaError
from pandera.polars import (
Column,
DataFrameModel,
DataFrameSchema,
Field,
PolarsData,
check,
dataframe_check,
)
@pytest.fixture... | schema | modified | 4f0c9359d1f2f2d08c22ec60246e815981d2588b133805e0631ae54d392eaa2f | assert|test_model_schema_equivalency_with_optional|"""Unit tests for polars dataframe model.""" import sys from typing import Optional import polars as pl import pytest from pandera.errors import SchemaError from pandera.polars import ( Column, DataFrameModel, DataFrameSchema, Field, PolarsData, check, dataframe_check,... | schema | 114 | 4 |
unionai-oss/pandera | train | 292 | d058f7148591bc3f805a8f0f63d675c9ddc3e0c2 | train | tests/pyspark/test_pyspark_config.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_config.py | 49 | 12 | assert | test_disable_validation | """This module is to test the behaviour change based on defined config in pandera"""
# pylint:disable=import-outside-toplevel,abstract-method
import pyspark.sql.types as T
import pytest
from pandera.config import ValidationDepth, config_context, get_config_context
from pandera.pyspark import (
Check,
Column,... | input_df | modified | f1b0ea24b5d7c22ba8e5a298d0ae5a1a52fbbc94bc55c33fbca682ef59a14e48 | assert|test_disable_validation|"""This module is to test the behaviour change based on defined config in pandera""" # pylint:disable=import-outside-toplevel,abstract-method import pyspark.sql.types as T import pytest from pandera.config import ValidationDepth, config_context, get_config_context from pandera.pyspark imp... | input_df | 49 | 12 |
unionai-oss/pandera | train | 292 | d058f7148591bc3f805a8f0f63d675c9ddc3e0c2 | train | tests/pyspark/test_pyspark_container.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_container.py | 78 | 4 | assert | test_pyspark_dataframeschema_with_alias_types | """Unit tests for pyspark container."""
import platform
from contextlib import nullcontext as does_not_raise
from datetime import date, datetime
from decimal import Decimal
import pyspark.sql.types as T
import pytest
from pyspark.sql import DataFrame, Row, SparkSession
import pandera.errors
import pandera.pyspark as... | not df_out.pandera.errors | added | 3fe440604d13b0cc0b2c2a76c0fd39007ae36a5e89ef413a64cf1d05671f4887 | assert|test_pyspark_dataframeschema_with_alias_types|"""Unit tests for pyspark container.""" import platform from contextlib import nullcontext as does_not_raise from datetime import date, datetime from decimal import Decimal import pyspark.sql.types as T import pytest from pyspark.sql import DataFrame, Row, SparkSessi... | null | null | null |
unionai-oss/pandera | train | 292 | d058f7148591bc3f805a8f0f63d675c9ddc3e0c2 | train | tests/pyspark/test_pyspark_model.py | train | unionai-oss/pandera:tests/pyspark/test_pyspark_model.py | 360 | 13 | pytest.raises | test_dataframe_schema_strict | """Unit tests for DataFrameModel module."""
# pylint:disable=abstract-method
from contextlib import nullcontext as does_not_raise
from typing import Optional
import pyspark.sql.types as T
import pytest
from pyspark.sql import DataFrame
import pandera
import pandera.api.extensions as pax
import pandera.pyspark as pa... | pa.SchemaInitError) | modified | 93f9135724886f6daf20a2e6079d5088efd317d0b8f92adc2bd5bcdb3ee8c380 | pytest.raises|test_dataframe_schema_strict|"""Unit tests for DataFrameModel module.""" # pylint:disable=abstract-method from contextlib import nullcontext as does_not_raise from typing import Optional import pyspark.sql.types as T import pytest from pyspark.sql import DataFrame import pandera import pandera.api.extensi... | pa.SchemaInitError) | 360 | 13 |
unionai-oss/pandera | train | 293 | dcb58c55c90201101d036880d5d9a4eb7298f7b8 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 255 | 9 | pytest.raises | test_column_values_are_unique | # 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) | modified | 6dbf8c2ba827b2d00f58f1a632e047b1ecefdcb7f29b6456b39eb556c19c684e | pytest.raises|test_column_values_are_unique|# 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.p... | pa.errors.SchemaError) | 254 | 9 |
unionai-oss/pandera | train | 293 | dcb58c55c90201101d036880d5d9a4eb7298f7b8 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 413 | 9 | pytest.raises | test_ordered | # 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) | modified | 7be3930f432b7dfc49b2dae857aabb5e33b2a5d6c450afbc15e1e8b93fa87323 | pytest.raises|test_ordered|# 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 ... | pa.errors.SchemaError) | 412 | 9 |
unionai-oss/pandera | train | 293 | dcb58c55c90201101d036880d5d9a4eb7298f7b8 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 535 | 4 | assert | test_dataframe_schema_with_kwargs_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()) | modified | bb2aab00108672a08fc4367bf37b4537a9295fce3ca45a8163acf165a6ac2ab0 | assert|test_dataframe_schema_with_kwargs_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... | validated_lf.collect().equals(validated_lf.collect()) | 534 | 4 |
unionai-oss/pandera | train | 293 | dcb58c55c90201101d036880d5d9a4eb7298f7b8 | train | tests/polars/test_polars_container.py | train | unionai-oss/pandera:tests/polars/test_polars_container.py | 565 | 13 | pytest.raises | test_dataframe_schema_with_tz_agnostic_dates | # 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) | modified | 58f391bf570c7f2a211fb877c789010c66bf35bfead1197e205098c5ab904d3a | pytest.raises|test_dataframe_schema_with_tz_agnostic_dates|# 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... | pa.errors.SchemaError) | 564 | 13 |
unionai-oss/pandera | train | 294 | 472403636ba72a3ebee263073b67847a28fc9b7e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,434 | 4 | assert | test_schema_coerce | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import p... | isinstance(schema.validate(df), pd.DataFrame) | added | 6b1f1fac63df15dfba181d6a97c45ddbaed6070e8fd06fb0ccd144e3d05a8d99 | assert|test_schema_coerce|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as np impor... | null | null | null |
unionai-oss/pandera | train | 294 | 472403636ba72a3ebee263073b67847a28fc9b7e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,448 | 4 | assert | test_schema_coerce_with_regex | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import p... | isinstance(schema_with_regex.validate(df), pd.DataFrame) | added | 0de4a23a33d1cec3f02246ca4d0c711600666af8563ba3dbbc626830c125f169 | assert|test_schema_coerce_with_regex|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy ... | null | null | null |
unionai-oss/pandera | train | 294 | 472403636ba72a3ebee263073b67847a28fc9b7e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,583 | 4 | assert_* | test_drop_invalid_for_multi_index | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import p... | expected_obj) | added | 8844a163a09532daf57f2b76c4295f8d77c9dd007009a565333a5e97aee6c680 | assert_*|test_drop_invalid_for_multi_index|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import ... | null | null | null |
unionai-oss/pandera | train | 294 | 472403636ba72a3ebee263073b67847a28fc9b7e | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 2,615 | 4 | assert | test_get_schema_metadata | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import p... | metadata | added | abb6817bb5fc5134321f6fac09d2264ab63009e92c5f6a4794be3d1ee55b1fd6 | assert|test_get_schema_metadata|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as np... | null | null | null |
unionai-oss/pandera | train | 295 | 612d25c6541d426355195e0e3eb613dbc1a6c67d | train | tests/polars/test_polars_decorators.py | train | unionai-oss/pandera:tests/polars/test_polars_decorators.py | 47 | 9 | pytest.raises | test_polars_dataframe_check_io | """Unit tests for using schemas with polars and function decorators."""
import polars as pl
import pytest
import pandera.polars as pa
import pandera.typing.polars as pa_typing
@pytest.fixture
def data() -> pl.DataFrame:
return pl.DataFrame({"a": [1, 2, 3]})
@pytest.fixture
def invalid_data(data) -> pl.DataFra... | pa.errors.SchemaError) | added | a9d260c3e9a882464a117b6fdaa6f2bf66a3ba5c7675951dc82453438cd5b3df | pytest.raises|test_polars_dataframe_check_io|"""Unit tests for using schemas with polars and function decorators.""" import polars as pl import pytest import pandera.polars as pa import pandera.typing.polars as pa_typing @pytest.fixture def data() -> pl.DataFrame: return pl.DataFrame({"a": [1, 2, 3]}) @pytest.fixture d... | null | null | null |
unionai-oss/pandera | train | 295 | 612d25c6541d426355195e0e3eb613dbc1a6c67d | train | tests/polars/test_polars_decorators.py | train | unionai-oss/pandera:tests/polars/test_polars_decorators.py | 53 | 9 | pytest.raises | test_polars_dataframe_check_io | """Unit tests for using schemas with polars and function decorators."""
import polars as pl
import pytest
import pandera.polars as pa
import pandera.typing.polars as pa_typing
@pytest.fixture
def data() -> pl.DataFrame:
return pl.DataFrame({"a": [1, 2, 3]})
@pytest.fixture
def invalid_data(data) -> pl.DataFra... | pa.errors.SchemaError) | added | d70f53afc967b7689bf2cb5e53bef0620468aa0d7e914f04e316dd87d9c7cbe7 | pytest.raises|test_polars_dataframe_check_io|"""Unit tests for using schemas with polars and function decorators.""" import polars as pl import pytest import pandera.polars as pa import pandera.typing.polars as pa_typing @pytest.fixture def data() -> pl.DataFrame: return pl.DataFrame({"a": [1, 2, 3]}) @pytest.fixture d... | null | null | null |
unionai-oss/pandera | train | 295 | 612d25c6541d426355195e0e3eb613dbc1a6c67d | train | tests/polars/test_polars_decorators.py | train | unionai-oss/pandera:tests/polars/test_polars_decorators.py | 89 | 9 | pytest.raises | test_polars_dataframe_check_types | """Unit tests for using schemas with polars and function decorators."""
import polars as pl
import pytest
import pandera.polars as pa
import pandera.typing.polars as pa_typing
@pytest.fixture
def data() -> pl.DataFrame:
return pl.DataFrame({"a": [1, 2, 3]})
@pytest.fixture
def invalid_data(data) -> pl.DataFra... | pa.errors.SchemaError) | added | 3870b9057d144581f61e7dc4d80b29a5f0c29eba653b66627c88808daa37381f | pytest.raises|test_polars_dataframe_check_types|"""Unit tests for using schemas with polars and function decorators.""" import polars as pl import pytest import pandera.polars as pa import pandera.typing.polars as pa_typing @pytest.fixture def data() -> pl.DataFrame: return pl.DataFrame({"a": [1, 2, 3]}) @pytest.fixtur... | null | null | null |
unionai-oss/pandera | train | 295 | 612d25c6541d426355195e0e3eb613dbc1a6c67d | train | tests/polars/test_polars_decorators.py | train | unionai-oss/pandera:tests/polars/test_polars_decorators.py | 95 | 9 | pytest.raises | test_polars_dataframe_check_types | """Unit tests for using schemas with polars and function decorators."""
import polars as pl
import pytest
import pandera.polars as pa
import pandera.typing.polars as pa_typing
@pytest.fixture
def data() -> pl.DataFrame:
return pl.DataFrame({"a": [1, 2, 3]})
@pytest.fixture
def invalid_data(data) -> pl.DataFra... | pa.errors.SchemaError) | added | 50acfa3b1f0be05076d8a0c260a1d2c9b03e7464ec58f8fb9b317b2096e03883 | pytest.raises|test_polars_dataframe_check_types|"""Unit tests for using schemas with polars and function decorators.""" import polars as pl import pytest import pandera.polars as pa import pandera.typing.polars as pa_typing @pytest.fixture def data() -> pl.DataFrame: return pl.DataFrame({"a": [1, 2, 3]}) @pytest.fixtur... | null | null | null |
unionai-oss/pandera | train | 296 | 30e5f0ffdc2444129a944296f9d660a95261e5ae | train | tests/polars/test_polars_components.py | train | unionai-oss/pandera:tests/polars/test_polars_components.py | 40 | 9 | pytest.raises | test_column_schema_name_none | """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.backends.base import CoreCheckResult
from pandera.backends.polars.components import ColumnBackend
from pandera.dtypes import DataType
from pandera.engi... | SchemaDefinitionError, match="Column schema must have a name specified") | modified | f1fde1ce74f354a0d34d41e2e75f37cc2fd1eb958040cc81829e7c5c5cc6ec85 | pytest.raises|test_column_schema_name_none|"""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.backends.base import CoreCheckResult from pandera.backends.polars.components import ColumnBackend from pandera.... | SchemaDefinitionError, match="Column schema must have a name specified") | 38 | 9 |
unionai-oss/pandera | train | 296 | 30e5f0ffdc2444129a944296f9d660a95261e5ae | train | tests/polars/test_polars_components.py | train | unionai-oss/pandera:tests/polars/test_polars_components.py | 68 | 4 | assert | test_get_columnd_backend | """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.backends.base import CoreCheckResult
from pandera.backends.polars.components import ColumnBackend
from pandera.dtypes import DataType
from pandera.engi... | isinstance(pa.Column.get_backend(pl.LazyFrame()), ColumnBackend) | modified | 3b427f0a82198dc9af38b9eb13fa61d254fefe95a68b4c08abadc27252a283e4 | assert|test_get_columnd_backend|"""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.backends.base import CoreCheckResult from pandera.backends.polars.components import ColumnBackend from pandera.dtypes impo... | isinstance(pa.Column.get_backend(pl.LazyFrame()), ColumnBackend) | 66 | 4 |
unionai-oss/pandera | train | 296 | 30e5f0ffdc2444129a944296f9d660a95261e5ae | train | tests/polars/test_polars_components.py | train | unionai-oss/pandera:tests/polars/test_polars_components.py | 162 | 8 | assert | test_check_nullable_regex | """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.backends.base import CoreCheckResult
from pandera.backends.polars.components import ColumnBackend
from pandera.dtypes import DataType
from pandera.engi... | result.passed if nullable else not result.passed | modified | 6e3e2fcdcf4ed2c27d27be7d16ab62691abc597bb63d567ad48a80047fb21ff5 | assert|test_check_nullable_regex|"""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.backends.base import CoreCheckResult from pandera.backends.polars.components import ColumnBackend from pandera.dtypes imp... | result.passed if nullable else not result.passed | 160 | 8 |
unionai-oss/pandera | train | 296 | 30e5f0ffdc2444129a944296f9d660a95261e5ae | train | tests/polars/test_polars_components.py | train | unionai-oss/pandera:tests/polars/test_polars_components.py | 172 | 8 | assert | test_check_unique | """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.backends.base import CoreCheckResult
from pandera.backends.polars.components import ColumnBackend
from pandera.dtypes import DataType
from pandera.engi... | not result.passed if unique else result.passed | modified | b96d1cc91d00d7ea316df29f262256ef8911a9c8291832d0962609bb124b3857 | assert|test_check_unique|"""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.backends.base import CoreCheckResult from pandera.backends.polars.components import ColumnBackend from pandera.dtypes import Data... | not result.passed if unique else result.passed | 170 | 8 |
unionai-oss/pandera | train | 297 | 63140c9af17314541a21f6629801fe09e90202a3 | train | tests/polars/test_polars_components.py | train | unionai-oss/pandera:tests/polars/test_polars_components.py | 160 | 8 | assert | test_check_nullable_regex | """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.backends.base import CoreCheckResult
from pandera.backends.polars.components import ColumnBackend
from pandera.dtypes import DataType
from pandera.engi... | result.passed if nullable else not result.passed | modified | cf65d3907ca0c6bb54ca2cc5868daf4e051ec8d1e6541b5ec46d4a5e72293437 | assert|test_check_nullable_regex|"""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.backends.base import CoreCheckResult from pandera.backends.polars.components import ColumnBackend from pandera.dtypes imp... | result.passed if nullable else not result.passed | 162 | 8 |
unionai-oss/pandera | train | 297 | 63140c9af17314541a21f6629801fe09e90202a3 | train | tests/polars/test_polars_components.py | train | unionai-oss/pandera:tests/polars/test_polars_components.py | 192 | 8 | assert | test_check_dtype | """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.backends.base import CoreCheckResult
from pandera.backends.polars.components import ColumnBackend
from pandera.dtypes import DataType
from pandera.engi... | result.passed if from_dtype == check_dtype else not result.passed | modified | f2c3903e0c1d7f3efb4df19d5fa2e7400433b15a58dbe031001c190ec0d8bdf0 | assert|test_check_dtype|"""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.backends.base import CoreCheckResult from pandera.backends.polars.components import ColumnBackend from pandera.dtypes import DataT... | result.passed if from_dtype == check_dtype else not result.passed | 194 | 8 |
unionai-oss/pandera | train | 297 | 63140c9af17314541a21f6629801fe09e90202a3 | train | tests/polars/test_polars_components.py | train | unionai-oss/pandera:tests/polars/test_polars_components.py | 237 | 9 | pytest.raises | test_check_data_container | """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.backends.base import CoreCheckResult
from pandera.backends.polars.components import ColumnBackend
from pandera.dtypes import DataType
from pandera.engi... | SchemaError) | modified | f78174c1b765173ec9ceb097b6420283baeedfaad2f544c68fe762166a823c39 | pytest.raises|test_check_data_container|"""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.backends.base import CoreCheckResult from pandera.backends.polars.components import ColumnBackend from pandera.dty... | SchemaError) | 239 | 9 |
unionai-oss/pandera | train | 297 | 63140c9af17314541a21f6629801fe09e90202a3 | train | tests/polars/test_polars_components.py | train | unionai-oss/pandera:tests/polars/test_polars_components.py | 255 | 4 | assert | test_set_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.backends.base import CoreCheckResult
from pandera.backends.polars.components import ColumnBackend
from pandera.dtypes import DataType
from pandera.engi... | validated_data.select(pl.col("column").eq(default).any()).item() | modified | 9fdb006a50339e8c4876967bfdd612d865a38568a18bc507c584778c416d8959 | assert|test_set_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.backends.base import CoreCheckResult from pandera.backends.polars.components import ColumnBackend from pandera.dtypes import DataT... | validated_data.select(pl.col("column").eq(default).any()).item() | 257 | 4 |
unionai-oss/pandera | train | 298 | 45f9d4ae2b052f4235ca21e6fc73b641e967412f | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 51 | 4 | assert | test_pandas_data_type | """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 pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pan... | pd_dtype_from_str | added | 7b80f39c6e4c652b9fa5e9948a7ce4c3cdb50de8c4df26b8280913d10b250ba6 | assert|test_pandas_data_type|"""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 pytest import pytz from hypothesis import given from pandera.engines imp... | null | null | null |
unionai-oss/pandera | train | 298 | 45f9d4ae2b052f4235ca21e6fc73b641e967412f | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 116 | 8 | 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 pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pan... | CATEGORIES | added | dbf587bd70844dfe01092bb91a3acd3e92ded073bfdca957127c40962fe960ad | 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 pytest import pytz from hypothesis import given from pandera.engine... | null | null | null |
unionai-oss/pandera | train | 298 | 45f9d4ae2b052f4235ca21e6fc73b641e967412f | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 129 | 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 pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pan... | TypeError) | added | 4829c48fd0c75f01a6afa3e5935b8ca16619495c2644b60ea39060a771d6f19f | 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 pytest import pytz from hypothesis import given from p... | null | null | null |
unionai-oss/pandera | train | 298 | 45f9d4ae2b052f4235ca21e6fc73b641e967412f | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 186 | 8 | assert | test_pandas_datetimetz_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 pytest
import pytz
from hypothesis import given
from pandera.engines import pandas_engine
from pan... | None | added | 37eb18db5c58ac33e9d9af781e1737a5644d2344559c9b4632de56164dff8394 | assert|test_pandas_datetimetz_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 pytest import pytz from hypothesis import given from pandera.engi... | null | null | null |
unionai-oss/pandera | train | 298 | 45f9d4ae2b052f4235ca21e6fc73b641e967412f | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 311 | 4 | assert | test_isin_notin_strategies | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
from warnings impor... | values | added | be332be26450818ab35d9ab6ba770ca628090a536155e03a6a3ba5b4db25e6b1 | assert|test_isin_notin_strategies|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mock imp... | null | null | null |
unionai-oss/pandera | train | 298 | 45f9d4ae2b052f4235ca21e6fc73b641e967412f | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 496 | 8 | assert | test_dataframe_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
from warnings impor... | df_sample.empty | added | e056922ae4b87d6469971531dfd5cf46cc19e700f1e9228a0b45332f7abc0280 | assert|test_dataframe_strategy|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mock import... | null | null | null |
unionai-oss/pandera | train | 298 | 45f9d4ae2b052f4235ca21e6fc73b641e967412f | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 531 | 8 | assert | test_dataframe_strategy_with_check | # 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... | df_sample.empty or isinstance( dataframe_schema(df_sample), pd.DataFrame ) | added | f83b9a6a5ef016867780912a1d3770cddb3f6cf15dc60b07f0e56773b2be256e | assert|test_dataframe_strategy_with_check|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.... | null | null | null |
unionai-oss/pandera | train | 298 | 45f9d4ae2b052f4235ca21e6fc73b641e967412f | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 1,117 | 4 | assert | test_empty_nullable_schema | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
from warnings impor... | data.draw(schema.strategy(size=0)).empty | added | 3f3772e5ca0513254f6f2df6de616c2f9d0c7b6a177caf9a17427bc20fef9b88 | assert|test_empty_nullable_schema|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mock imp... | null | null | null |
unionai-oss/pandera | train | 299 | 18aacca929b67a382b448295ccae36899eb6c75e | train | tests/polars/test_polars_model.py | train | unionai-oss/pandera:tests/polars/test_polars_model.py | 123 | 4 | assert | test_model_schema_equivalency_with_optional | """Unit tests for polars dataframe model."""
import sys
from typing import Optional
try: # python 3.9+
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
from hypothesis import given
from hypothesis impor... | schema | added | 42bc77c6c02e005b72be6d53014150ae0a1fc0733ccd2a29df774652f88e8976 | assert|test_model_schema_equivalency_with_optional|"""Unit tests for polars dataframe model.""" import sys from typing import Optional try: # python 3.9+ from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest from hypothes... | null | null | null |
unionai-oss/pandera | train | 299 | 18aacca929b67a382b448295ccae36899eb6c75e | train | tests/polars/test_polars_model.py | train | unionai-oss/pandera:tests/polars/test_polars_model.py | 152 | 9 | pytest.raises | test_basic_model | """Unit tests for polars dataframe model."""
import sys
from typing import Optional
try: # python 3.9+
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
from hypothesis import given
from hypothesis impor... | exception_cls) | added | 012d5413fe2657d78dd59e3ad23f7fb9be087ffbaa7b45a3d4aa24d08176437a | pytest.raises|test_basic_model|"""Unit tests for polars dataframe model.""" import sys from typing import Optional try: # python 3.9+ from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest from hypothesis import given from... | null | null | null |
unionai-oss/pandera | train | 299 | 18aacca929b67a382b448295ccae36899eb6c75e | train | tests/polars/test_polars_model.py | train | unionai-oss/pandera:tests/polars/test_polars_model.py | 165 | 9 | pytest.raises | test_model_with_fields | """Unit tests for polars dataframe model."""
import sys
from typing import Optional
try: # python 3.9+
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
from hypothesis import given
from hypothesis impor... | SchemaError) | added | a6eee9371c0252702cbebfb87b1b4261e906a937eff799873906e49c6f112f23 | pytest.raises|test_model_with_fields|"""Unit tests for polars dataframe model.""" import sys from typing import Optional try: # python 3.9+ from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest from hypothesis import give... | null | null | null |
unionai-oss/pandera | train | 299 | 18aacca929b67a382b448295ccae36899eb6c75e | train | tests/polars/test_polars_model.py | train | unionai-oss/pandera:tests/polars/test_polars_model.py | 222 | 4 | assert | test_polars_python_list_df_model | """Unit tests for polars dataframe model."""
import sys
from typing import Optional
try: # python 3.9+
from typing import Annotated # type: ignore
except ImportError:
from typing_extensions import Annotated # type: ignore
import polars as pl
import pytest
from hypothesis import given
from hypothesis impor... | schema | added | f101ef52773b80d7101d0170c5e0538d2f4a79634247b55a3f8bf5ca82a7e603 | assert|test_polars_python_list_df_model|"""Unit tests for polars dataframe model.""" import sys from typing import Optional try: # python 3.9+ from typing import Annotated # type: ignore except ImportError: from typing_extensions import Annotated # type: ignore import polars as pl import pytest from hypothesis import g... | null | null | null |
unionai-oss/pandera | train | 300 | c815a6df5c97af4cbfa0bcd40757bc6d9ffa8549 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 498 | 4 | assert | test_coerce_dt | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
... | expected | added | ea674f1e17cb6be8addc8f574229bd5e6dd4c6bad1fbd4efc3d5f345a44035d5 | assert|test_coerce_dt|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-object import dataclasses import datetime impo... | null | null | null |
unionai-oss/pandera | train | 300 | c815a6df5c97af4cbfa0bcd40757bc6d9ffa8549 | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 710 | 4 | assert | test_is_timedelta | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
# pylint:disable=unsubscriptable-object
import dataclasses
import datetime
import inspect
import re
... | expected | added | 76651e82de8c0c73f12d7baaad9951e7a649a8d2434aa49850a08bf5bbbf9e2c | assert|test_is_timedelta|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter # pylint:disable=unsubscriptable-object import dataclasses import datetime i... | null | null | null |
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