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 | 161 | 3ea4f2c4a3a4443c13dd9741d35bb7c8cbb930ac | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 221 | 4 | assert | test_check_strategy_chained_continuous | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | compare_op(example, assert_value) | modified | 7f555f91b600d1c85f3d80440a24b865584d6ab63c569b93a899a39d85d4046b | assert|test_check_strategy_chained_continuous|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unitt... | compare_op(example, assert_value) | 220 | 4 |
unionai-oss/pandera | train | 161 | 3ea4f2c4a3a4443c13dd9741d35bb7c8cbb930ac | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 616 | 4 | assert | test_index_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | (~example.duplicated()).all() | modified | b507daac1cefdd4bba85e220116b337a34c1b74daf47749edb702ced096bf328 | assert|test_index_strategy|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mock import Mag... | (~example.duplicated()).all() | 615 | 4 |
unionai-oss/pandera | train | 161 | 3ea4f2c4a3a4443c13dd9741d35bb7c8cbb930ac | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 688 | 9 | pytest.raises | test_field_element_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | pa.errors.BaseStrategyOnlyError) | modified | 94da741b63f0343061dd9be3171d7e7b2a840bc599675afc9b15ecf02d0f4b08 | pytest.raises|test_field_element_strategy|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.... | pa.errors.BaseStrategyOnlyError) | 687 | 9 |
unionai-oss/pandera | train | 161 | 3ea4f2c4a3a4443c13dd9741d35bb7c8cbb930ac | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 715 | 8 | assert | test_check_nullable_field_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | example.notna().all() | modified | f029b640a8a46c4d4389dc78db24be3ebab6aa6ff9594b42812eecfaed4d2fbe | assert|test_check_nullable_field_strategy|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.... | example.notna().all() | 714 | 8 |
unionai-oss/pandera | train | 162 | 60ac7ef668e5ea23dcbbf94df2ef1708a898aa64 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 29 | 4 | assert | test_pandas_data_type | """Test numpy engine."""
import hypothesis.strategies as st
import pandas as pd
import pytest
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.parametrize(
"data_type", list(pandas_engine.Engine.get_registered_dtypes())
)
def test_pandas_... | pd_dtype_from_str | modified | 57af9262e764ae5818da4e68b8de1f41be2bc74da5e3f2a1fbcd578c6725acab | assert|test_pandas_data_type|"""Test numpy engine.""" import hypothesis.strategies as st import pandas as pd import pytest from hypothesis import given from pandera.engines import pandas_engine from pandera.errors import ParserError @pytest.mark.parametrize( "data_type", list(pandas_engine.Engine.get_registered_dtypes(... | pd_dtype_from_str | 27 | 4 |
unionai-oss/pandera | train | 162 | 60ac7ef668e5ea23dcbbf94df2ef1708a898aa64 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 62 | 8 | assert | test_pandas_category_dtype | """Test numpy engine."""
import hypothesis.strategies as st
import pandas as pd
import pytest
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.parametrize(
"data_type", list(pandas_engine.Engine.get_registered_dtypes())
)
def test_pandas_... | CATEGORIES | added | ab39bddd278a035a7eef97823f3857d7b4c7f14b6b0a1e84c603cd06e719d1cb | assert|test_pandas_category_dtype|"""Test numpy engine.""" import hypothesis.strategies as st import pandas as pd import pytest from hypothesis import given from pandera.engines import pandas_engine from pandera.errors import ParserError @pytest.mark.parametrize( "data_type", list(pandas_engine.Engine.get_registered_dt... | null | null | null |
unionai-oss/pandera | train | 162 | 60ac7ef668e5ea23dcbbf94df2ef1708a898aa64 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 71 | 9 | pytest.raises | test_pandas_category_dtype_error | """Test numpy engine."""
import hypothesis.strategies as st
import pandas as pd
import pytest
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.parametrize(
"data_type", list(pandas_engine.Engine.get_registered_dtypes())
)
def test_pandas_... | TypeError) | added | a6e59fa99dc37c0b66257926dbaf82102c2edbffe67e41fb785ec7d2fbf00ef7 | pytest.raises|test_pandas_category_dtype_error|"""Test numpy engine.""" import hypothesis.strategies as st import pandas as pd import pytest from hypothesis import given from pandera.engines import pandas_engine from pandera.errors import ParserError @pytest.mark.parametrize( "data_type", list(pandas_engine.Engine.get_... | null | null | null |
unionai-oss/pandera | train | 162 | 60ac7ef668e5ea23dcbbf94df2ef1708a898aa64 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 107 | 13 | pytest.raises | test_pandas_boolean_native_type_error | """Test numpy engine."""
import hypothesis.strategies as st
import pandas as pd
import pytest
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.parametrize(
"data_type", list(pandas_engine.Engine.get_registered_dtypes())
)
def test_pandas_... | TypeError) | added | 9dc52ae86a39532cdde0cb6b2368d3d384fd14ee35b7d92a7b9665158f4fe565 | pytest.raises|test_pandas_boolean_native_type_error|"""Test numpy engine.""" import hypothesis.strategies as st import pandas as pd import pytest from hypothesis import given from pandera.engines import pandas_engine from pandera.errors import ParserError @pytest.mark.parametrize( "data_type", list(pandas_engine.Engine... | null | null | null |
unionai-oss/pandera | train | 163 | d62f8206ea366a53fbe0d1da66ce8081d8660554 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 115 | 13 | pytest.raises | _test_datatype_with_schema | """Test pandera on pyspark data structures."""
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas_engine
from pandera.typing import DataFra... | TypeError) | modified | 75b60b8a73be52ab989de6dc1109f517c3cfb4a15d4658075d193bd64bdc8990 | pytest.raises|_test_datatype_with_schema|"""Test pandera on pyspark data structures.""" import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest import pandera as pa from pandera import dtypes, extensions, system from pandera.engines import numpy_engine, pandas_eng... | TypeError) | 113 | 13 |
unionai-oss/pandera | train | 163 | d62f8206ea366a53fbe0d1da66ce8081d8660554 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 330 | 9 | pytest.raises | test_unique | """Test pandera on pyspark data structures."""
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas_engine
from pandera.typing import DataFra... | pa.errors.SchemaError, match="columns .+ not unique") | modified | 5ce26e48eeb3ba7eb51553561bf01aaf4b327563431a72b6800cff96af2d1f9f | pytest.raises|test_unique|"""Test pandera on pyspark data structures.""" import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest import pandera as pa from pandera import dtypes, extensions, system from pandera.engines import numpy_engine, pandas_engine from pander... | pa.errors.SchemaError, match="columns .+ not unique") | 327 | 9 |
unionai-oss/pandera | train | 163 | d62f8206ea366a53fbe0d1da66ce8081d8660554 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 629 | 4 | assert | test_init_pyspark_pandas_dataframe | """Test pandera on pyspark data structures."""
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas_engine
from pandera.typing import DataFra... | isinstance( DataFrame[InitSchema]({"col1": [1], "col2": [1.0], "col3": ["1"]}), DataFrame, ) | added | bd40aa03138953d05a9c44e0dc6f95cb5233b4ba240dfbd38b6c2f92b4a752b1 | assert|test_init_pyspark_pandas_dataframe|"""Test pandera on pyspark data structures.""" import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest import pandera as pa from pandera import dtypes, extensions, system from pandera.engines import numpy_engine, pandas_en... | null | null | null |
unionai-oss/pandera | train | 163 | d62f8206ea366a53fbe0d1da66ce8081d8660554 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 646 | 9 | pytest.raises | test_init_pyspark_dataframe_errors | """Test pandera on pyspark data structures."""
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas_engine
from pandera.typing import DataFra... | pa.errors.SchemaError) | added | 872baee6e05d9d78a0d792008eb9afadf114b4574aa4b58bccd337846156e402 | pytest.raises|test_init_pyspark_dataframe_errors|"""Test pandera on pyspark data structures.""" import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest import pandera as pa from pandera import dtypes, extensions, system from pandera.engines import numpy_engine, pa... | null | null | null |
unionai-oss/pandera | train | 164 | c0c2d408f0f7d34abced02887f3f98158580712c | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 484 | 4 | assert | test_get_dataframe_schema_statistics | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_engine.Engine.dtype... | expectation | modified | 391c5b6ba68c14b76a290f887b4476ff07593577b61d8636aa1fb2a2c8d87745 | assert|test_get_dataframe_schema_statistics|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engine.dtype(float... | expectation | 483 | 4 |
unionai-oss/pandera | train | 164 | c0c2d408f0f7d34abced02887f3f98158580712c | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 498 | 4 | assert | test_get_series_schema_statistics | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_engine.Engine.dtype... | { "dtype": pandas_engine.Engine.dtype(int), "nullable": False, "checks": { "greater_than_or_equal_to": {"min_value": 0}, "less_than_or_equal_to": {"max_value": 100}, }, "name": None, "coerce": False, "unique": False, } | modified | f105b41a87d3b2ec2214e625e2db254bb0cc6b7d01e58043f9b828e6e997a7b2 | assert|test_get_series_schema_statistics|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engine.dtype(float) D... | { "dtype": pandas_engine.Engine.dtype(int), "nullable": False, "checks": { "greater_than_or_equal_to": {"min_value": 0}, "less_than_or_equal_to": {"max_value": 100}, }, "name": None, "coerce": False, } | 497 | 4 |
unionai-oss/pandera | train | 164 | c0c2d408f0f7d34abced02887f3f98158580712c | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 604 | 13 | pytest.raises | test_parse_checks_and_statistics_roundtrip | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_engine.Engine.dtype... | ValueError) | modified | 5bf84086d66285a3326f0947f2ccc486e0d460b521fe9e18aec89de383cc7535 | pytest.raises|test_parse_checks_and_statistics_roundtrip|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engin... | ValueError) | 601 | 13 |
unionai-oss/pandera | train | 164 | c0c2d408f0f7d34abced02887f3f98158580712c | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 623 | 4 | assert | test_parse_checks_and_statistics_no_param | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_engine.Engine.dtype... | expectation | modified | a509c1124b5531893349ba1b09c2fa0818854ece3f4979ae1f96f4766cef6bfa | assert|test_parse_checks_and_statistics_no_param|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engine.dtype(... | expectation | 620 | 4 |
unionai-oss/pandera | train | 164 | c0c2d408f0f7d34abced02887f3f98158580712c | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 385 | 4 | assert | test_to_yaml | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | YAML_SCHEMA.strip() | modified | 018bd9f543f8b78edaf74b389b3f58ddd23763cc662a2e5fa167a8d57d6d59a9 | assert|test_to_yaml|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engines import pandas_engine ... | YAML_SCHEMA.strip() | 384 | 4 |
unionai-oss/pandera | train | 164 | c0c2d408f0f7d34abced02887f3f98158580712c | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 420 | 9 | pytest.raises | test_from_yaml_unregistered_checks | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | AttributeError, match=".*custom checks.*") | modified | 53534b32f85f40d735fa71f706f84ef1b124bcaf8c2004098da4eae2e0efc74d | pytest.raises|test_from_yaml_unregistered_checks|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.... | AttributeError, match=".*custom checks.*") | 419 | 9 |
unionai-oss/pandera | train | 164 | c0c2d408f0f7d34abced02887f3f98158580712c | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 428 | 9 | pytest.raises | test_from_yaml_load_required_fields | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | pandera.errors.SchemaDefinitionError, match=".*must be a mapping.*") | modified | 01a41175a285c81cb889cac1ec86ae25bb38e73909799aa08b4241a846b27b6f | pytest.raises|test_from_yaml_load_required_fields|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera... | pandera.errors.SchemaDefinitionError, match=".*must be a mapping.*") | 427 | 9 |
unionai-oss/pandera | train | 164 | c0c2d408f0f7d34abced02887f3f98158580712c | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 986 | 12 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | not schema.columns[key].unique | modified | 5ebcadd7b9bd04c348cf076903bbb88b70b0757495e482141dd560667c5569ee | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engin... | not schema.columns[key].unique | 985 | 12 |
unionai-oss/pandera | train | 165 | 6800848e9ca83f973c04114a3e7a76e51f0c67ef | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 698 | 13 | pytest.raises | test_multiindex_ordered | """Testing the components of the Schema objects."""
import copy
from typing import Any, List, Optional, Tuple, Type
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameSchema,
DateTime,
Float,
Index,
Int,
MultiIndex,
SeriesSchema,
String,
errors... | errors.SchemaErrors) | modified | 0a2728d8c48064c62963c861fc584229196bdf8962a09c0b995c3a5447900bd8 | pytest.raises|test_multiindex_ordered|"""Testing the components of the Schema objects.""" import copy from typing import Any, List, Optional, Tuple, Type import pandas as pd import pytest from pandera import ( Check, Column, DataFrameSchema, DateTime, Float, Index, Int, MultiIndex, SeriesSchema, String, errors, ) from ... | errors.SchemaErrors) | 698 | 13 |
unionai-oss/pandera | train | 165 | 6800848e9ca83f973c04114a3e7a76e51f0c67ef | train | tests/core/test_schema_components.py | train | unionai-oss/pandera:tests/core/test_schema_components.py | 783 | 9 | pytest.raises | test_multiindex_unordered_init_exception | """Testing the components of the Schema objects."""
import copy
from typing import Any, List, Optional, Tuple, Type
import pandas as pd
import pytest
from pandera import (
Check,
Column,
DataFrameSchema,
DateTime,
Float,
Index,
Int,
MultiIndex,
SeriesSchema,
String,
errors... | errors.SchemaInitError) | modified | ae97246cb075e6b602488e46ca4264a98ef0a76735aefd3281077d714628bd2b | pytest.raises|test_multiindex_unordered_init_exception|"""Testing the components of the Schema objects.""" import copy from typing import Any, List, Optional, Tuple, Type import pandas as pd import pytest from pandera import ( Check, Column, DataFrameSchema, DateTime, Float, Index, Int, MultiIndex, SeriesSchema, String... | errors.SchemaInitError) | 783 | 9 |
unionai-oss/pandera | train | 165 | 6800848e9ca83f973c04114a3e7a76e51f0c67ef | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,521 | 8 | assert | test_capture_check_errors | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | 'KeyError("fail")' | modified | f886754f3f8f20e81c0fc7cd8edbd6ac4da87dc294d23be37228db83e29bc72a | assert|test_capture_check_errors|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as n... | 'KeyError("fail")' | 1,522 | 8 |
unionai-oss/pandera | train | 165 | 6800848e9ca83f973c04114a3e7a76e51f0c67ef | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,699 | 4 | assert | test_update_columns | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | test_schema.columns["col2"].unique | added | b924b1286affe9dc117f15fe959c217553a5b1ef60a79500d066af2d5840a1ef | assert|test_update_columns|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as np impo... | null | null | null |
unionai-oss/pandera | train | 165 | 6800848e9ca83f973c04114a3e7a76e51f0c67ef | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 370 | 4 | assert | test_inferred_schema_io | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | schema_from_yaml | modified | 694e92bcb8e27dd1021ff967d5c98478192ca507d91c1b999015f5b54d40ff48 | assert|test_inferred_schema_io|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engines import pan... | schema_from_yaml | 370 | 4 |
unionai-oss/pandera | train | 165 | 6800848e9ca83f973c04114a3e7a76e51f0c67ef | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 927 | 9 | pytest.raises | test_frictionless_schema_parses_correctly | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | pandera.errors.SchemaErrors) | modified | 69d574bd8b9c4f4656f2056f022596409cfc299333d547aa8a15b3d65302e1f1 | pytest.raises|test_frictionless_schema_parses_correctly|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from p... | pandera.errors.SchemaErrors) | 927 | 9 |
unionai-oss/pandera | train | 165 | 6800848e9ca83f973c04114a3e7a76e51f0c67ef | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 862 | 13 | pytest.raises | test_unsatisfiable_checks | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | hypothesis.errors.Unsatisfiable) | modified | 364853b33b96dff73b60432f743df73f87f602e3844b4820a21ef483e2c2cebc | pytest.raises|test_unsatisfiable_checks|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mo... | hypothesis.errors.Unsatisfiable) | 862 | 13 |
unionai-oss/pandera | train | 165 | 6800848e9ca83f973c04114a3e7a76e51f0c67ef | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 922 | 13 | pytest.raises | test_schema_component_with_no_pdtype | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | pa.errors.SchemaDefinitionError) | modified | b31cc5467e8874f391eabcfe55fd2bf7868aedcb180838c6fea3b0c54455e301 | pytest.raises|test_schema_component_with_no_pdtype|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from ... | pa.errors.SchemaDefinitionError) | 922 | 13 |
unionai-oss/pandera | train | 166 | 7e6324febf0b4718f87134bd2a708b1a930cb929 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 355 | 9 | pytest.raises | test_check_single_index | """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 decimal import Decimal # pylint:disable=C0415
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas... | pa.errors.SchemaErrors, match=err_msg) | modified | 9ef1f3d5fef965ac105ed4a2c59527724ca2738d99172884b2b4faa11d07bec3 | pytest.raises|test_check_single_index|"""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 decimal import Decimal # pylint:disable=C0415 from typing import Any, Generic, Itera... | pa.errors.SchemaErrors, match=err_msg) | 354 | 9 |
unionai-oss/pandera | train | 166 | 7e6324febf0b4718f87134bd2a708b1a930cb929 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 481 | 4 | assert | test_inherit_schemamodel_fields | """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 decimal import Decimal # pylint:disable=C0415
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas... | Child.to_schema() | modified | 2bd7eee3896efe4ac4a663e21ca6ddf25546e0c76b4ab276191f36e026951794 | assert|test_inherit_schemamodel_fields|"""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 decimal import Decimal # pylint:disable=C0415 from typing import Any, Generic, Iter... | Child.to_schema() | 480 | 4 |
unionai-oss/pandera | train | 166 | 7e6324febf0b4718f87134bd2a708b1a930cb929 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 732 | 4 | assert | test_config_docstrings | """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 decimal import Decimal # pylint:disable=C0415
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas... | Model.to_schema().description | modified | 2fbd9fe21009b7950b2735f3723d8d4ec54518a9b5310757a12d942062957fb8 | assert|test_config_docstrings|"""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 decimal import Decimal # pylint:disable=C0415 from typing import Any, Generic, Iterable, Opt... | Model.to_schema().description | 731 | 4 |
unionai-oss/pandera | train | 166 | 7e6324febf0b4718f87134bd2a708b1a930cb929 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 999 | 4 | assert | test_validate_coerce_on_init | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from decimal import Decimal # pylint:disable=C0415
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas... | isinstance(pandas_df, pd.DataFrame) | modified | 43d6d064b218e0a6c1ed125affe1573531d246c437853fb8c59390bd57def342 | assert|test_validate_coerce_on_init|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from decimal import Decimal # pylint:disable=C0415 from typing import Any, Generic, Iterabl... | isinstance(pandas_df, pd.DataFrame) | 998 | 4 |
unionai-oss/pandera | train | 167 | 73dc7574078cad6be4894e5024b9f6852bd29aba | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 285 | 12 | assert | test_schema_property | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | "int_isin" | added | 78e5c539bc19bf13a81cfc966c5793903c2f451e13c3df7f2f671ea0ff7388f0 | assert|test_schema_property|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklability, and limits... | null | null | null |
unionai-oss/pandera | train | 167 | 73dc7574078cad6be4894e5024b9f6852bd29aba | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 298 | 8 | assert | test_pickling_parser_error | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | pickled | added | 92327e5606c19f45ae9512a2e9f91153fa6bb62fb3a7e69f4596428865c161ce | assert|test_pickling_parser_error|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklability, and ... | null | null | null |
unionai-oss/pandera | train | 167 | 73dc7574078cad6be4894e5024b9f6852bd29aba | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 300 | 8 | assert | test_pickling_parser_error | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | str(exc) | added | 9ba25384268bf573d3d93b0ccd3c3a0452eed43e626d972219e0e333da0da4c2 | assert|test_pickling_parser_error|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklability, and ... | null | null | null |
unionai-oss/pandera | train | 167 | 73dc7574078cad6be4894e5024b9f6852bd29aba | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 301 | 8 | assert | test_pickling_parser_error | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | str(exc.failure_cases) | added | f938c58bbc45bc24cba3c93558f8bcd4b2e3ad1acee5ec6780c0b67869277d6e | assert|test_pickling_parser_error|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklability, and ... | null | null | null |
unionai-oss/pandera | train | 168 | 0d10f395e1227cb2f99a7826045ecb224594ea89 | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 83 | 8 | assert | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | isinstance(exc_unpickled.foo_a, str) | modified | 3fc5413ef682d5f051ce629c2dc017b40c5be1aa4f6645ee57d342ad040725ff | assert||"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklability, and limits the pickled size to... | isinstance(exc_unpickled.foo_a, str) | 82 | 8 | |
unionai-oss/pandera | train | 168 | 0d10f395e1227cb2f99a7826045ecb224594ea89 | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 239 | 12 | assert | test_pickling | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | pickle.dumps(exc) | modified | d3047d43b488f13a37eecce3cf640ced26e4ac99776668141a5b1053ba842410 | assert|test_pickling|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklability, and limits the pi... | pickle.dumps(exc) | 238 | 12 |
unionai-oss/pandera | train | 168 | 0d10f395e1227cb2f99a7826045ecb224594ea89 | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 308 | 12 | assert | test_message_contains_schema_name | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | matched | added | dd869197800a337d33408b9a005adec93a6d03369c7b2623552f2613c9d45726 | assert|test_message_contains_schema_name|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklabilit... | null | null | null |
unionai-oss/pandera | train | 168 | 0d10f395e1227cb2f99a7826045ecb224594ea89 | train | tests/core/test_errors.py | train | unionai-oss/pandera:tests/core/test_errors.py | 324 | 8 | assert | test_pickling_parser_error | """Test pickling behavior of SchemaError and SchemaErrors.
See issue #713:
In a multiprocessing or concurrent.futures.ProcessPoolExecutor
situation if a subprocess does not handle the SchemaError itself, it is pickled
and piped back to the main process. This requires picklability, and limits the
pickled size to 2 GiB.... | str(exc.failure_cases) | added | 95fffa769d47752b6f870c67ce70aeae5c4e69c75ce41f0807c00e97d43289ce | assert|test_pickling_parser_error|"""Test pickling behavior of SchemaError and SchemaErrors. See issue #713: In a multiprocessing or concurrent.futures.ProcessPoolExecutor situation if a subprocess does not handle the SchemaError itself, it is pickled and piped back to the main process. This requires picklability, and ... | null | null | null |
unionai-oss/pandera | train | 168 | 0d10f395e1227cb2f99a7826045ecb224594ea89 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,318 | 4 | assert | test_lazy_dataframe_unique | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | isinstance(schema.validate(data, lazy=False), pd.DataFrame) | modified | 9cd7c3f078fce3d2bd5d002df4ad3bc0e56689d7cabf8a5e5e676e203d1e0956 | assert|test_lazy_dataframe_unique|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as ... | isinstance(schema.validate(data, lazy=False), pd.DataFrame) | 1,318 | 4 |
unionai-oss/pandera | train | 168 | 0d10f395e1227cb2f99a7826045ecb224594ea89 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,486 | 12 | assert | test_lazy_series_validation_error | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | err.failure_cases.schema_context.values | modified | 421b4c48acdc3436cc3fba89efa2b19e0cbbbd1912f22f50b97371cd10122dc5 | assert|test_lazy_series_validation_error|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import nu... | err.failure_cases.schema_context.values | 1,486 | 12 |
unionai-oss/pandera | train | 168 | 0d10f395e1227cb2f99a7826045ecb224594ea89 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,621 | 12 | assert | test_set_index_append | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | isinstance(test_schema.index, MultiIndex) | modified | 29fa7e16f9528fe88f20f74c05e06674b085a3f3fd6fa03dcebdde6fee20c321 | assert|test_set_index_append|"""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 im... | isinstance(test_schema.index, MultiIndex) | 1,621 | 12 |
unionai-oss/pandera | train | 168 | 0d10f395e1227cb2f99a7826045ecb224594ea89 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,670 | 9 | pytest.raises | test_invalid_keys | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | errors.SchemaInitError) | modified | c5d87a794996350db81add8ca043e84d11e3a792c1c2ac61f78184373e1f4ba1 | pytest.raises|test_invalid_keys|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as np... | errors.SchemaInitError) | 1,670 | 9 |
unionai-oss/pandera | train | 169 | 2680841ecbcac54160c8ea3a78444c9c448b0c03 | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 164 | 9 | pytest.raises | test_invalid_decimal_params | """Tests logical dtypes."""
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, Optional, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engines import pandas_engine
fro... | ValueError) | added | 256f73f0dadf899ddf7178a387256018f1a9659eac9f040fd88f0e5eb867fb80 | pytest.raises|test_invalid_decimal_params|"""Tests logical dtypes.""" from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, Optional, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal import pandera as pa from p... | null | null | null |
unionai-oss/pandera | train | 169 | 2680841ecbcac54160c8ea3a78444c9c448b0c03 | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,086 | 9 | pytest.raises | test_generic_optional_field | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | SchemaError) | modified | 93f17276e2f696fc7116eb42b8ff7ebb31ffa7248973cb1f35d74e1968540aa3 | pytest.raises|test_generic_optional_field|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd impo... | SchemaError) | 1,084 | 9 |
unionai-oss/pandera | train | 169 | 2680841ecbcac54160c8ea3a78444c9c448b0c03 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 61 | 4 | assert | test_pandas_category_dtype | """Test numpy engine."""
import hypothesis.strategies as st
import pandas as pd
import pytest
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.parametrize(
"data_type", list(pandas_engine.Engine.get_registered_dtypes())
)
def test_pandas_... | dtype.check(coerced_data.dtype) | modified | 513d7f413f0fa75c4911b4dae1f6a321f6e7d10d979889b2a1677ecd148c7146 | assert|test_pandas_category_dtype|"""Test numpy engine.""" import hypothesis.strategies as st import pandas as pd import pytest from hypothesis import given from pandera.engines import pandas_engine from pandera.errors import ParserError @pytest.mark.parametrize( "data_type", list(pandas_engine.Engine.get_registered_dt... | dtype.check(coerced_data.dtype) | 58 | 4 |
unionai-oss/pandera | train | 169 | 2680841ecbcac54160c8ea3a78444c9c448b0c03 | train | tests/core/test_pandas_engine.py | test | unionai-oss/pandera:tests/core/test_pandas_engine.py | 74 | 9 | pytest.raises | test_pandas_category_dtype_error | """Test numpy engine."""
import hypothesis.strategies as st
import pandas as pd
import pytest
from hypothesis import given
from pandera.engines import pandas_engine
from pandera.errors import ParserError
@pytest.mark.parametrize(
"data_type", list(pandas_engine.Engine.get_registered_dtypes())
)
def test_pandas_... | TypeError) | modified | 03fdcda7bf70f5ab4e1505640c903fccaf56d80d137546422e9ee69b608886ec | pytest.raises|test_pandas_category_dtype_error|"""Test numpy engine.""" import hypothesis.strategies as st import pandas as pd import pytest from hypothesis import given from pandera.engines import pandas_engine from pandera.errors import ParserError @pytest.mark.parametrize( "data_type", list(pandas_engine.Engine.get_... | TypeError) | 71 | 9 |
unionai-oss/pandera | train | 169 | 2680841ecbcac54160c8ea3a78444c9c448b0c03 | train | tests/dask/test_dask.py | train | unionai-oss/pandera:tests/dask/test_dask.py | 63 | 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, Index, Series
class IntSchema(pa.SchemaModel): # pylint: disable=missing-class-docstring
... | pa.errors.SchemaError) | modified | a188055df73ad5ad2048c4b880180ce55926f2f41f0217febf16c00cf3d5e73b | 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, Index, Series class IntSchema(pa.SchemaModel): # pylint: disabl... | pa.errors.SchemaError) | 61 | 9 |
unionai-oss/pandera | train | 169 | 2680841ecbcac54160c8ea3a78444c9c448b0c03 | train | tests/dask/test_dask.py | train | unionai-oss/pandera:tests/dask/test_dask.py | 129 | 4 | assert | test_init_dask_dataframe | """ 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, Index, Series
class IntSchema(pa.SchemaModel): # pylint: disable=missing-class-docstring
... | isinstance( DataFrame[InitSchema](ddf.dask, ddf._name, ddf._meta, ddf.divisions), DataFrame, ) | added | e1e292e2c82b2bdfbc57cd5990704067d023b780a3651ad43d118a03e029e833 | assert|test_init_dask_dataframe|""" 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, Index, Series class IntSchema(pa.SchemaModel): # pylint: disable=mi... | null | null | null |
unionai-oss/pandera | train | 169 | 2680841ecbcac54160c8ea3a78444c9c448b0c03 | train | tests/modin/test_schemas_on_modin.py | train | unionai-oss/pandera:tests/modin/test_schemas_on_modin.py | 84 | 4 | assert | _test_datatype_with_schema | """Unit tests for modin data structures."""
import typing
from unittest.mock import MagicMock
import modin.pandas as mpd
import pandas as pd
import pytest
import pandera as pa
from pandera import extensions
from pandera.engines import numpy_engine, pandas_engine
from pandera.typing.modin import DataFrame, Index, Ser... | isinstance(schema(data_container_cls(sample)), data_container_cls) | added | f0301ef7f3f2de2ef5df52783b750508585abd26d882a87cbb3c5071fb338920 | assert|_test_datatype_with_schema|"""Unit tests for modin data structures.""" import typing from unittest.mock import MagicMock import modin.pandas as mpd import pandas as pd import pytest import pandera as pa from pandera import extensions from pandera.engines import numpy_engine, pandas_engine from pandera.typing.mod... | null | null | null |
unionai-oss/pandera | train | 169 | 2680841ecbcac54160c8ea3a78444c9c448b0c03 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 82 | 9 | pytest.raises | test_unsupported_pandas_dtype_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | TypeError, match=r"is currently unsupported") | modified | df0a0a70335cd47718898679734167b999602011442ed5f9503f433e569d22fd | pytest.raises|test_unsupported_pandas_dtype_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 fro... | TypeError, match=r"is currently unsupported") | 81 | 9 |
unionai-oss/pandera | train | 170 | 866a3000c4350d9ccc9e28a33775826447dc9d4a | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 65 | 4 | assert | test_mypy_pandas_dataframe | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | { "msg": ( "Incompatible return value type (got " '"pandas.core.frame.DataFrame", expected ' '"pandera.typing.pandas.DataFrame[SchemaOut]")' ), "errcode": "return-value", } | modified | 2a4eab68cc945a1408eaf64c5b8d77260bef8e35a957a27cc3189e45df917c60 | assert|test_mypy_pandas_dataframe|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subprocess imp... | { "msg": ( "Incompatible return value type (got " '"pandas.core.frame.DataFrame", expected ' '"pandera.typing.pandas.DataFrame[SchemaOut]")' ), "errcode": "return-value", } | 65 | 4 |
unionai-oss/pandera | train | 170 | 866a3000c4350d9ccc9e28a33775826447dc9d4a | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 105 | 8 | assert | test_pandera_runtime_errors | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | "age" | modified | 280524f7a6680161528195002b9e5799c67d07b30d89d88fc7237fd181117f36 | assert|test_pandera_runtime_errors|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subprocess im... | "age" | 105 | 8 |
unionai-oss/pandera | train | 170 | 866a3000c4350d9ccc9e28a33775826447dc9d4a | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 184 | 12 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | expected_errors[lineno]["msg"] | modified | a69a6258e8f205c71b56c120721eec89e0071ee68e7a29b40de41dbe2feabf27 | assert|test_pandas_stubs_false_positives|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subproc... | expected_errors[lineno]["msg"] | 184 | 12 |
unionai-oss/pandera | train | 170 | 866a3000c4350d9ccc9e28a33775826447dc9d4a | train | tests/mypy/test_static_type_checking.py | val | unionai-oss/pandera:tests/mypy/test_static_type_checking.py | 186 | 12 | assert | test_pandas_stubs_false_positives | # pylint: skip-file
"""Unit tests for static type checking of dataframes.
This module uses subprocess and the pytest.capdf fixture to capture the output
of calling mypy on the python modules in the tests/core/static folder.
"""
import importlib
import os
import re
import subprocess
import sys
import typing
from pathl... | expected_errors[lineno]["msg"] | modified | 4c2d47c425b5497eb40ee7cf8dcfdfa17aecbcdef1a945bbdafbe813f7f6ee3b | assert|test_pandas_stubs_false_positives|# pylint: skip-file """Unit tests for static type checking of dataframes. This module uses subprocess and the pytest.capdf fixture to capture the output of calling mypy on the python modules in the tests/core/static folder. """ import importlib import os import re import subproc... | expected_errors[lineno]["msg"] | 186 | 12 |
unionai-oss/pandera | train | 170 | 866a3000c4350d9ccc9e28a33775826447dc9d4a | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 290 | 17 | pytest.raises | test_nullable | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | OverflowError, match="mktime argument out of range") | modified | 78556323c74e731c8c41a9476a1d616523ae352d3053694ed8186ddd2986cfd5 | pytest.raises|test_nullable|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.engines i... | OverflowError, match="mktime argument out of range") | 293 | 17 |
unionai-oss/pandera | train | 170 | 866a3000c4350d9ccc9e28a33775826447dc9d4a | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 409 | 4 | assert | test_dtype_coercion | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | isinstance(to_schema(sample), ps.DataFrame) | added | c5003b015e33aeb41e6429af6338f7f76335d657ab44550929c421e1a220e729 | assert|test_dtype_coercion|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.engines im... | null | null | null |
unionai-oss/pandera | train | 170 | 866a3000c4350d9ccc9e28a33775826447dc9d4a | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 519 | 8 | assert | test_schema_model | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | expected_failures | added | 896159d8305f112150b4884be2e6ca93ab60f3837f24a8c2c63e7be3fdaa77ba | assert|test_schema_model|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.engines impo... | null | null | null |
unionai-oss/pandera | train | 170 | 866a3000c4350d9ccc9e28a33775826447dc9d4a | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 549 | 4 | assert | test_check_comparison_operators | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | not invalid_check_result.check_passed | added | 694a8e59140b004b0fa705a8b165a62b05669d282eabac2559904ab3cb9fabb7 | assert|test_check_comparison_operators|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pander... | null | null | null |
unionai-oss/pandera | train | 171 | 1b85e6afba93295b3f7ef1321a04325c4774cc44 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 406 | 4 | assert | test_required_column | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | isinstance(required_schema(data), ps.DataFrame) | added | 23e4c2baef8fe6b781554df9bc5b956ee7ca7697ceb2b8944479913a7ecde1d6 | assert|test_required_column|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.engines i... | null | null | null |
unionai-oss/pandera | train | 171 | 1b85e6afba93295b3f7ef1321a04325c4774cc44 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 439 | 8 | assert | test_dtype_coercion | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | isinstance(to_schema(sample), ps.DataFrame) | added | dbb1aa823626f1927598b96b4973f3f79b757e422035039e10b215d50aa921f5 | assert|test_dtype_coercion|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.engines im... | null | null | null |
unionai-oss/pandera | train | 171 | 1b85e6afba93295b3f7ef1321a04325c4774cc44 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 525 | 12 | assert | test_custom_checks | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | (err.failure_cases["failure_case"] == -1).all() | added | 952be18a698d5e467ffb774784020cd30858e9449841615d1e816646b17adbe9 | assert|test_custom_checks|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.engines imp... | null | null | null |
unionai-oss/pandera | train | 171 | 1b85e6afba93295b3f7ef1321a04325c4774cc44 | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 591 | 4 | assert | test_check_comparison_operators | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | valid_check_result.check_passed | added | bf2943da3347c52d959d0366b3b51322479e6b8f27358b73fa39b97e6031f531 | assert|test_check_comparison_operators|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pander... | null | null | null |
unionai-oss/pandera | train | 171 | 1b85e6afba93295b3f7ef1321a04325c4774cc44 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 209 | 4 | assert | test_check_strategy_chained_continuous | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | compare_op(example, assert_value) | added | d40fc758da01bdbc3f6ccd4272965163d1a16bb6b652b8848e1846664e50e5d5 | assert|test_check_strategy_chained_continuous|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unitt... | null | null | null |
unionai-oss/pandera | train | 171 | 1b85e6afba93295b3f7ef1321a04325c4774cc44 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 244 | 4 | assert | test_in_range_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | data.draw(strat) | added | f7b4f7051be223bddaa7daff1f1185d1469639dca5ed57c167e85a6ad65beda8 | assert|test_in_range_strategy|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mock import ... | null | null | null |
unionai-oss/pandera | train | 171 | 1b85e6afba93295b3f7ef1321a04325c4774cc44 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 329 | 4 | assert | test_str_pattern_checks | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | re.search(pattern, example) | added | 5f35e6e60f05d99653a2f5e68643882533fc83e0ddc4d63f7879c97e27f5dd61 | assert|test_str_pattern_checks|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mock import... | null | null | null |
unionai-oss/pandera | train | 171 | 1b85e6afba93295b3f7ef1321a04325c4774cc44 | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 801 | 13 | pytest.raises | test_unsatisfiable_checks | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | hypothesis.errors.Unsatisfiable) | added | a11d3af57649d2cb268445b817c833fc25fc43a0c11a4a5b3b74cbe6070103ef | pytest.raises|test_unsatisfiable_checks|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mo... | null | null | null |
unionai-oss/pandera | train | 172 | e8d22bd4b9c9e3e51d8de8ccd338eb6023e36c93 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 446 | 9 | pytest.raises | test_series_schema_multiple_validators | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | errors.SchemaError) | modified | 4480b9ef1d894271248e090b62be9fe583606e77504c2770b88e5110f733650f | pytest.raises|test_series_schema_multiple_validators|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Uni... | errors.SchemaError) | 446 | 9 |
unionai-oss/pandera | train | 172 | e8d22bd4b9c9e3e51d8de8ccd338eb6023e36c93 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 529 | 13 | pytest.raises | test_dataframe_schema_check_function_types | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | errors.SchemaError) | modified | d1b5b94c4a19396f3f96f9dc92cabd55501e6d96c7058a4082e7867bedcc8b69 | pytest.raises|test_dataframe_schema_check_function_types|"""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,... | errors.SchemaError) | 529 | 13 |
unionai-oss/pandera | train | 172 | e8d22bd4b9c9e3e51d8de8ccd338eb6023e36c93 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 572 | 13 | pytest.raises | test_coerce_dtype_in_dataframe | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | errors.SchemaError, match=r"^Error while coercing .+ to type u{0,1}int[0-9]{1,2}: " r"Could not coerce .+ data_container into type") | modified | 6ecb5242481d9b458ac900da8f26c3f6d34c4737669f76a047a2bc6bb1f027cb | pytest.raises|test_coerce_dtype_in_dataframe|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union impor... | errors.SchemaError, match=r"^Error while coercing .+ to type u{0,1}int[0-9]{1,2}: " r"Could not coerce .+ data_container into type") | 572 | 13 |
unionai-oss/pandera | train | 172 | e8d22bd4b9c9e3e51d8de8ccd338eb6023e36c93 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 887 | 8 | 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 py... | {"col1": Engine.dtype(int)} | modified | e059b16ccbc1e238586fba076df59e1471d46e6ce7072d6a0f9582c1609623ed | 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... | {"col1": Engine.dtype(int)} | 887 | 8 |
unionai-oss/pandera | train | 173 | ecaae8d9ddbddc5ba6cc1a49b1bdbbaaed5bfa48 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,677 | 9 | pytest.raises | test_invalid_keys | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | errors.SchemaInitError) | modified | 9bbcf81b446774fa34c1d2fb229890d7c3f578489fdad97a8e88bc88084dc374 | pytest.raises|test_invalid_keys|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as np... | errors.SchemaInitError) | 1,674 | 9 |
unionai-oss/pandera | train | 173 | ecaae8d9ddbddc5ba6cc1a49b1bdbbaaed5bfa48 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,706 | 4 | assert | test_update_columns | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | test_schema.columns["col2"].unique | added | 4fd0a0881e50cf13030915e677e737f6a7a2f70c1838a349fca1140803a14310 | assert|test_update_columns|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as np impo... | null | null | null |
unionai-oss/pandera | train | 173 | ecaae8d9ddbddc5ba6cc1a49b1bdbbaaed5bfa48 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,844 | 13 | pytest.raises | test_schema_level_unique_keyword | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | errors.SchemaError) | added | fa4b17c373ae774cd58b8c8170d274dab2febc5333006e902a9c8cf8c09820ba | pytest.raises|test_schema_level_unique_keyword|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union imp... | null | null | null |
unionai-oss/pandera | train | 173 | ecaae8d9ddbddc5ba6cc1a49b1bdbbaaed5bfa48 | train | tests/core/test_schemas.py | test | unionai-oss/pandera:tests/core/test_schemas.py | 1,867 | 4 | assert | test_column_set_unique | """Testing creation and manipulation of DataFrameSchema objects."""
# pylint: disable=too-many-lines,redefined-outer-name
import copy
from datetime import datetime, timedelta
from functools import partial
from typing import Any, Callable, Dict, List, Tuple, Type, Union
import numpy as np
import pandas as pd
import py... | test_schema.columns["a"].unique | added | efaa25a02ab8acacd9cca5b6b4a82cbd594e852bff886e06c735447cd931f21f | assert|test_column_set_unique|"""Testing creation and manipulation of DataFrameSchema objects.""" # pylint: disable=too-many-lines,redefined-outer-name import copy from datetime import datetime, timedelta from functools import partial from typing import Any, Callable, Dict, List, Tuple, Type, Union import numpy as np i... | null | null | null |
unionai-oss/pandera | train | 174 | 9ed9a2bfa67634caecdbe04a4b4e202329f7b65c | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 572 | 4 | assert | test_is_bool | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
import dataclasses
import datetime
import inspect
from decimal import Decimal
from typing import Any,... | expected | added | 85e85aa4887600d994188401dbf64976d7f7a16782abb8cb7b45adc725eb218f | assert|test_is_bool|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter import dataclasses import datetime import inspect from decimal import Decimal fro... | null | null | null |
unionai-oss/pandera | train | 174 | 9ed9a2bfa67634caecdbe04a4b4e202329f7b65c | train | tests/core/test_dtypes.py | train | unionai-oss/pandera:tests/core/test_dtypes.py | 603 | 4 | assert | test_is_datetime | """Tests a variety of python and pandas dtypes, and tests some specific
coercion examples."""
# pylint doesn't know about __init__ generated with dataclass
# pylint:disable=unexpected-keyword-arg,no-value-for-parameter
import dataclasses
import datetime
import inspect
from decimal import Decimal
from typing import Any,... | expected | added | 7eacab5a0762030cdda1e3c8e6e909437b88b51f6cf57a804c7ca63f9ca95ec4 | assert|test_is_datetime|"""Tests a variety of python and pandas dtypes, and tests some specific coercion examples.""" # pylint doesn't know about __init__ generated with dataclass # pylint:disable=unexpected-keyword-arg,no-value-for-parameter import dataclasses import datetime import inspect from decimal import Decimal... | null | null | null |
unionai-oss/pandera | train | 174 | 9ed9a2bfa67634caecdbe04a4b4e202329f7b65c | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 155 | 13 | pytest.raises | test_logical_datatype_coerce | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | ParserError) | added | 4470d0807e2c92f28402dfd6daecc39b54b4bad06ca55f156cec8e2e719d7df4 | pytest.raises|test_logical_datatype_coerce|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal ... | null | null | null |
unionai-oss/pandera | train | 174 | 9ed9a2bfa67634caecdbe04a4b4e202329f7b65c | train | tests/core/test_logical_dtypes.py | train | unionai-oss/pandera:tests/core/test_logical_dtypes.py | 225 | 9 | pytest.raises | test_invalid_decimal_params | """Tests logical dtypes."""
from datetime import date, datetime
from decimal import Decimal
from types import ModuleType
from typing import Any, Generator, Iterable, List, cast
import numpy as np
import pandas as pd
import pytest
from pandas.testing import assert_series_equal
import pandera as pa
from pandera.engine... | ValueError) | added | 7436925ac2a6be7a4d7aa5825d6f9303b4996ff73a6befae17b0326c73a37a87 | pytest.raises|test_invalid_decimal_params|"""Tests logical dtypes.""" from datetime import date, datetime from decimal import Decimal from types import ModuleType from typing import Any, Generator, Iterable, List, cast import numpy as np import pandas as pd import pytest from pandas.testing import assert_series_equal i... | null | null | null |
unionai-oss/pandera | train | 174 | 9ed9a2bfa67634caecdbe04a4b4e202329f7b65c | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 526 | 12 | assert | test_custom_checks | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | (err.failure_cases["failure_case"] == -1).all() | modified | 4cbba3a779164bc70c6ad98a0a42b4525f1a79b2a833261ff673faab1cbd8b37 | assert|test_custom_checks|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.engines imp... | (err.failure_cases["failure_case"] == -1).all() | 525 | 12 |
unionai-oss/pandera | train | 174 | 9ed9a2bfa67634caecdbe04a4b4e202329f7b65c | train | tests/pyspark/test_schemas_on_pyspark.py | val | unionai-oss/pandera:tests/pyspark/test_schemas_on_pyspark.py | 665 | 13 | pytest.raises | test_check_decorators | """Test pandera on pyspark data structures."""
import re
import typing
from unittest.mock import MagicMock
import pandas as pd
import pyspark.pandas as ps
import pytest
from pyspark import SparkContext
import pandera as pa
from pandera import dtypes, extensions, system
from pandera.engines import numpy_engine, pandas... | pa.errors.SchemaError) | modified | d56d3ac7f6c697b4e053baf670755b9280342597a55b4e4cee159a5b7fdfa275 | pytest.raises|test_check_decorators|"""Test pandera on pyspark data structures.""" import re import typing from unittest.mock import MagicMock import pandas as pd import pyspark.pandas as ps import pytest from pyspark import SparkContext import pandera as pa from pandera import dtypes, extensions, system from pandera.e... | pa.errors.SchemaError) | 664 | 13 |
unionai-oss/pandera | train | 174 | 9ed9a2bfa67634caecdbe04a4b4e202329f7b65c | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 479 | 9 | pytest.raises | test_dataframe_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | pa.errors.BaseStrategyOnlyError) | modified | b153a65d21c29bed8542327fe752f1ac65406ea9f13746187881378d6bc78064 | pytest.raises|test_dataframe_strategy|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unittest.mock... | pa.errors.BaseStrategyOnlyError) | 478 | 9 |
unionai-oss/pandera | train | 174 | 9ed9a2bfa67634caecdbe04a4b4e202329f7b65c | train | tests/strategies/test_strategies.py | train | unionai-oss/pandera:tests/strategies/test_strategies.py | 688 | 8 | assert | test_check_nullable_dataframe_strategy | # pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa
"""Unit tests for pandera data generating strategies."""
import datetime
import operator
import re
from typing import Any, Callable, Optional, Set
from unittest.mock import MagicMock
import numpy as np... | example.notna().all(axis=None) | modified | 4efc0f430759b49ca39d15a775ab90957a8028f9fe714edf3087048972673468 | assert|test_check_nullable_dataframe_strategy|# pylint: disable=undefined-variable,redefined-outer-name,invalid-name,undefined-loop-variable,too-many-lines # noqa """Unit tests for pandera data generating strategies.""" import datetime import operator import re from typing import Any, Callable, Optional, Set from unitt... | example.notna().all(axis=None) | 687 | 8 |
unionai-oss/pandera | train | 175 | da8ee94f8ee37a055a774b17b722e7b0ca2d4a9c | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 493 | 4 | assert | test_get_dataframe_schema_statistics | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_engine.Engine.dtype... | expectation | added | cbb6ee966a5d1bb3b7c6146575d269cdd5a9f02ce6f130d76b478ee43f842c95 | assert|test_get_dataframe_schema_statistics|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engine.dtype(float... | null | null | null |
unionai-oss/pandera | train | 175 | da8ee94f8ee37a055a774b17b722e7b0ca2d4a9c | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 507 | 4 | assert | test_get_series_schema_statistics | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_engine.Engine.dtype... | { "dtype": pandas_engine.Engine.dtype(int), "nullable": False, "checks": { "greater_than_or_equal_to": {"min_value": 0}, "less_than_or_equal_to": {"max_value": 100}, }, "name": None, "coerce": False, "unique": False, } | added | b991c4945f0cf3f89a09c644857bacf72af06fa35b5e6b1e2e0b4d648f6f78ad | assert|test_get_series_schema_statistics|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engine.dtype(float) D... | null | null | null |
unionai-oss/pandera | train | 175 | da8ee94f8ee37a055a774b17b722e7b0ca2d4a9c | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 620 | 4 | assert | test_parse_checks_and_statistics_roundtrip | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_engine.Engine.dtype... | set(checks) | added | eec709fcf3d55d75d7829753be1117e092f70bf3859c30ade93407c7d16004ee | assert|test_parse_checks_and_statistics_roundtrip|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engine.dtype... | null | null | null |
unionai-oss/pandera | train | 175 | da8ee94f8ee37a055a774b17b722e7b0ca2d4a9c | train | tests/core/test_schema_statistics.py | train | unionai-oss/pandera:tests/core/test_schema_statistics.py | 636 | 4 | assert | test_parse_checks_and_statistics_no_param | # pylint: disable=W0212
"""Unit tests for inferring statistics of pandas objects."""
import pandas as pd
import pytest
import pandera as pa
from pandera import dtypes, schema_statistics
from pandera.engines import pandas_engine
DEFAULT_FLOAT = pandas_engine.Engine.dtype(float)
DEFAULT_INT = pandas_engine.Engine.dtype... | set(checks) | added | bd548dcf1e860295ee254d8df1aacf45ac4ddba3b924a7e84dcab650586d57bc | assert|test_parse_checks_and_statistics_no_param|# pylint: disable=W0212 """Unit tests for inferring statistics of pandas objects.""" import pandas as pd import pytest import pandera as pa from pandera import dtypes, schema_statistics from pandera.engines import pandas_engine DEFAULT_FLOAT = pandas_engine.Engine.dtype(... | null | null | null |
unionai-oss/pandera | train | 175 | da8ee94f8ee37a055a774b17b722e7b0ca2d4a9c | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 589 | 4 | assert | test_to_yaml | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | YAML_SCHEMA.strip() | added | aa41c5f2da6eeff3ee4fc465d339e2288f69b5e2a0fb7cd4a87031afb0d35bcc | assert|test_to_yaml|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engines import pandas_engine ... | null | null | null |
unionai-oss/pandera | train | 175 | da8ee94f8ee37a055a774b17b722e7b0ca2d4a9c | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 674 | 8 | assert | test_io_yaml | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | schema | added | 3c255ee626d47f6fa64fe9eee738c9d26bfafb4b401b3788eca5b33c96847856 | assert|test_io_yaml|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engines import pandas_engine ... | null | null | null |
unionai-oss/pandera | train | 175 | da8ee94f8ee37a055a774b17b722e7b0ca2d4a9c | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 795 | 9 | pytest.raises | test_to_yaml_registered_dataframe_check | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | pandera.errors.SchemaError) | added | 51dca525f00a7a701f5ac47227cd4c324dbb920cdb5ccbaf6cfa35f34b039618 | pytest.raises|test_to_yaml_registered_dataframe_check|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pan... | null | null | null |
unionai-oss/pandera | train | 175 | da8ee94f8ee37a055a774b17b722e7b0ca2d4a9c | train | tests/io/test_io.py | train | unionai-oss/pandera:tests/io/test_io.py | 1,206 | 12 | assert | test_frictionless_schema_primary_key | """Unit tests for io module"""
import platform
import tempfile
from pathlib import Path
from unittest import mock
import pandas as pd
import pytest
from packaging import version
import pandera
import pandera.extensions as pa_ext
import pandera.typing as pat
from pandera.engines import pandas_engine
try:
from pa... | not schema.columns[key].unique | added | e1d61416e4f4e108c0406911af937a620b017aace28eccea80ba607c2896e369 | assert|test_frictionless_schema_primary_key|"""Unit tests for io module""" import platform import tempfile from pathlib import Path from unittest import mock import pandas as pd import pytest from packaging import version import pandera import pandera.extensions as pa_ext import pandera.typing as pat from pandera.engin... | null | null | null |
unionai-oss/pandera | train | 176 | bc6d8f618962523abe88ac0343f3d118f5b0e08b | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 853 | 4 | assert | test_inherit_alias | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | pa.Column(int, name="_c") | modified | 6ea28a14b2b8994477e6145c5193143ba45f29869c370e366e4a917cf6a9cac9 | assert|test_inherit_alias|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pytest import... | 3 | 850 | 4 |
unionai-oss/pandera | train | 176 | bc6d8f618962523abe88ac0343f3d118f5b0e08b | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,035 | 4 | assert | test_validate_coerce_on_init | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | isinstance(pandas_df, pd.DataFrame) | added | 88476a1a3515b240058f2b3d7efc664987cd44a678779aedf9fa0a3a41e36d2b | assert|test_validate_coerce_on_init|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pyt... | null | null | null |
unionai-oss/pandera | train | 176 | bc6d8f618962523abe88ac0343f3d118f5b0e08b | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,151 | 9 | pytest.raises | test_generic_model_multiple_inheritance | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | SchemaError) | added | 732768fae37274485be975c0413b2e6c2d6a6e43bfcb15fc7d734c2c69cfb0b0 | pytest.raises|test_generic_model_multiple_inheritance|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import panda... | null | null | null |
unionai-oss/pandera | train | 176 | bc6d8f618962523abe88ac0343f3d118f5b0e08b | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,211 | 9 | pytest.raises | test_multiple_generic | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | SchemaError) | added | 951f06646b9d3e907d6c864be2c2da2d87adcf6bee0cbd9c623c81250e3e7e30 | pytest.raises|test_multiple_generic|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pyt... | null | null | null |
unionai-oss/pandera | train | 177 | 8dd841405f93164422220782261e607e8da45afa | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,068 | 4 | assert | test_from_records_validates_the_schema | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | isinstance(pandas_df, pd.DataFrame) | added | a703205725db80f4e218c9b7a73cd32b4b9cd9e84eb916808d4b3791c51ae952 | assert|test_from_records_validates_the_schema|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd ... | null | null | null |
unionai-oss/pandera | train | 177 | 8dd841405f93164422220782261e607e8da45afa | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,138 | 4 | assert | test_from_records_sorts_the_columns | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | isinstance(pandera_validated_df, DataFrame) | added | f8efdf8adf5c9719679933273d9086c4e973ce5378a4026434e3a2ca72128e1b | assert|test_from_records_sorts_the_columns|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd imp... | null | null | null |
unionai-oss/pandera | train | 177 | 8dd841405f93164422220782261e607e8da45afa | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,198 | 9 | pytest.raises | test_generic_model_single_generic_field | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | SchemaError) | added | c1ea99006478d1b646ee96becb41410896e61f5076f53938de50a65513918b10 | pytest.raises|test_generic_model_single_generic_field|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import panda... | null | null | null |
unionai-oss/pandera | train | 177 | 8dd841405f93164422220782261e607e8da45afa | train | tests/core/test_model.py | train | unionai-oss/pandera:tests/core/test_model.py | 1,300 | 9 | pytest.raises | test_multiple_generic | """Tests schema creation and validation from type annotations."""
# pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods
import re
from copy import deepcopy
from typing import Any, Generic, Iterable, Optional, TypeVar
import pandas as pd
import pytest
import pandera as pa
import pa... | SchemaError) | added | e443a800eca6b22770d7a6d62652df98d49c439f5d4e4048baf714df82c92409 | pytest.raises|test_multiple_generic|"""Tests schema creation and validation from type annotations.""" # pylint:disable=missing-class-docstring,missing-function-docstring,too-few-public-methods import re from copy import deepcopy from typing import Any, Generic, Iterable, Optional, TypeVar import pandas as pd import pyt... | null | null | null |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.