repo_id stringclasses 409
values | prefix large_stringlengths 34 36.3k | target large_stringlengths 1 498 | assertion_type stringclasses 31
values | difficulty stringclasses 8
values | test_file stringlengths 10 121 | test_function stringlengths 1 104 | test_class stringlengths 0 51 | lineno int32 2 11.3k | commit_idx int32 |
|---|---|---|---|---|---|---|---|---|---|
python-poetry/poetry-core | from __future__ import annotations
import sys
from pathlib import Path
from typing import TYPE_CHECKING
from typing import cast
import pytest
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.directory_dependency import DirectoryDependency
DIST_PATH = Path(__file__).parent.parent / "... | name | assert | variable | tests/packages/test_directory_dependency.py | _test_directory_dependency_pep_508 | 86 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from pathlib import Path
from typing import TYPE_CHECKING
from typing import cast
import pytest
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.file_dependency import FileDependency
from poetry.core.version.markers import SingleMarker
D... | name | assert | variable | tests/packages/test_file_dependency.py | _test_file_dependency_pep_508 | 79 | null | |
python-poetry/poetry-core | from __future__ import annotations
import importlib.machinery
import logging
import os
import re
import shutil
import zipfile
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
from typing import TextIO
import pytest
from poetry.core.factory import Factory
from poetry.core.masonry.buil... | 0o644 << 16 | assert | complex_expr | tests/masonry/builders/test_wheel.py | test_dist_info_file_permissions | 259 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from poetry.core.packages.specification import PackageSpecification
@pytest.mark.parametrize(
("source_type", "result"),
[
("directory", True),
("file", True),
("url", True),
("git", True),
("legacy", False),
(No... | result | assert | variable | tests/packages/test_specification.py | test_is_direct_origin | 38 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
import pytest
from poetry.core.version.exceptions import InvalidVersionError
from poetry.core.version.pep440 import PEP440Version
from poetry.core.version.pep440 import Release
from poetry.core.version.pep440 import ReleaseTag
@pytest.mark.parametr... | result | assert | variable | tests/version/pep440/test_version.py | test_pep440_parse_text | 110 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from poetry.core.packages.specification import PackageSpecification
@pytest.mark.parametrize(
"spec1, spec2, expected",
[
(PackageSpecification("a"), PackageSpecification("a"), True),
(PackageSpecification("a", "type1"), PackageSpecification("a... | expected | assert | variable | tests/packages/test_specification.py | test_is_same_package_source_type | 23 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from pathlib import Path
import pytest
from poetry.core.packages.utils.utils import path_to_url
from poetry.core.packages.utils.utils import url_to_path
@pytest.mark.skipif("sys.platform != 'win32'")
def test_url_to_path_deprecated() -> None:
# This is actually not... | Path(r"C:\tmp\file") | assert | func_call | tests/packages/utils/test_utils_urls.py | test_url_to_path_deprecated | 62 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
from typing import cast
import pytest
from poetry.core.constraints.version import Version
from poetry.core.packages.dependency import Dependency
def test_dependency_from_pep_508_complex() -> None:
name = (
"requests (==2.18.0); "
... | ["foo"] | assert | collection | tests/packages/test_main.py | test_dependency_from_pep_508_complex | 113 | null | |
python-poetry/poetry-core | from __future__ import annotations
import os
import subprocess
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
import pytest
from poetry.core.utils._compat import WINDOWS
from poetry.core.vcs import get_vcs
from poetry.core.vcs.git import Git
from poetry.core.vcs.git import GitUrl
f... | parsed.port | assert | complex_expr | tests/vcs/test_vcs.py | test_parse_url | 468 | null | |
python-poetry/poetry-core | from __future__ import annotations
import importlib.machinery
import logging
import os
import re
import shutil
import zipfile
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
from typing import TextIO
import pytest
from poetry.core.factory import Factory
from poetry.core.masonry.buil... | None | assert | none_literal | tests/masonry/builders/test_wheel.py | test_wheel_file_is_closed | 456 | null | |
python-poetry/poetry-core | from __future__ import annotations
import ast
import gzip
import hashlib
import logging
import shutil
import tarfile
from email.parser import Parser
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
import pytest
from packaging.utils import canonicalize_name
from poetry.core.factory ... | None | assert | none_literal | tests/masonry/builders/test_sdist.py | test_find_packages | 260 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from poetry.core.spdx.helpers import _load_licenses
from poetry.core.spdx.helpers import license_by_id
def test_license_by_id() -> None:
license = license_by_id("MIT")
assert license.id == "MIT"
assert license.name == "MIT License"
assert license.is_o... | "LGPL-3.0-or-later" | assert | string_literal | tests/spdx/test_helpers.py | test_license_by_id | 19 | null | |
python-poetry/poetry-core | from __future__ import annotations
import os
import subprocess
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
import pytest
from poetry.core.utils._compat import WINDOWS
from poetry.core.vcs import get_vcs
from poetry.core.vcs.git import Git
from poetry.core.vcs.git import GitUrl
f... | parsed.rev | assert | complex_expr | tests/vcs/test_vcs.py | test_parse_url | 471 | null | |
python-poetry/poetry-core | from __future__ import annotations
from pathlib import Path
import pytest
from packaging.utils import canonicalize_name
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.dependency_group import DependencyGroup
from poetry.core.packages.directory_dependency import DirectoryDependency
f... | {"baz"} | assert | collection | tests/packages/test_dependency_group.py | test_remove_dependency_removes_from_both_lists | 153 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from pathlib import Path
import pytest
from poetry.core.packages.utils.utils import path_to_url
from poetry.core.packages.utils.utils import url_to_path
@pytest.mark.skipif("sys.platform != 'win32'")
def test_path_to_url_win() -> None:
assert path_to_url("c:/tmp/f... | "file:///c:/tmp/file" | assert | string_literal | tests/packages/utils/test_utils_urls.py | test_path_to_url_win | 25 | null | |
python-poetry/poetry-core | from __future__ import annotations
import shutil
from pathlib import Path
import pytest
from tests.testutils import subprocess_run
pytestmark = pytest.mark.integration
BUILD_SYSTEM_TEMPLATE = """
[build-system]
requires = ["poetry-core @ {project_uri}"]
build-backend = "poetry.core.masonry.api"
"""
def test_pip_... | pip_show.stdout | assert | complex_expr | tests/integration/test_pep517_backend.py | test_pip_install | 55 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from packaging.utils import canonicalize_name
from poetry.core.constraints.version.exceptions import ParseConstraintError
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.directory_dependency import DirectoryDependency
from poetry.core.... | expected | assert | variable | tests/packages/test_dependency.py | test_to_pep_508_with_python_versions | 143 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from pathlib import Path
import pytest
from poetry.core.packages.utils.utils import path_to_url
from poetry.core.packages.utils.utils import url_to_path
@pytest.mark.skipif("sys.platform != 'win32'")
def test_url_to_path_path_to_url_symmetry_win() -> None:
path = r... | Path(unc_path) | assert | func_call | tests/packages/utils/test_utils_urls.py | test_url_to_path_path_to_url_symmetry_win | 86 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from poetry.core.version.pep440 import Release
from poetry.core.version.pep440 import ReleaseTag
from poetry.core.version.pep440.segments import RELEASE_PHASE_NORMALIZATIONS
@pytest.mark.parametrize(
"parts,result",
[
((1,), Release(1)),
((1, 2... | result | assert | variable | tests/version/pep440/test_segments.py | test_release_from_parts_to_parts | 55 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from pathlib import Path
from typing import TYPE_CHECKING
from typing import cast
import pytest
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.directory_dependency import DirectoryDependency
DIST_PATH = Path(__file__).parent.parent / "... | record.message | assert | complex_expr | tests/packages/test_directory_dependency.py | test_directory_dependency_does_not_exist | 33 | null | |
python-poetry/poetry-core | from __future__ import annotations
from pathlib import Path
import pytest
from poetry.core.pyproject.exceptions import PyProjectError
from poetry.core.pyproject.toml import PyProjectTOML
from poetry.core.utils._compat import tomllib
def test_pyproject_toml_non_existent(pyproject_toml: Path) -> None:
pyproject_t... | ["poetry-core"] | assert | collection | tests/pyproject/test_pyproject_toml.py | test_pyproject_toml_non_existent | 103 | null | |
python-poetry/poetry-core | from __future__ import annotations
from pathlib import Path
import pytest
from packaging.utils import canonicalize_name
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.dependency_group import DependencyGroup
from poetry.core.packages.directory_dependency import DirectoryDependency
f... | ["<2"] | assert | collection | tests/packages/test_dependency_group.py | test_include_dependency_groups | 588 | null | |
python-poetry/poetry-core | from __future__ import annotations
import re
from typing import Any
import pytest
from poetry.core.constraints.version import parse_constraint
from poetry.core.version.requirements import InvalidRequirementError
from poetry.core.version.requirements import Requirement
def assert_requirement(
req: Requirement,
... | str(req.marker) | assert | func_call | tests/version/test_requirements.py | assert_requirement | 31 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
import pytest
from poetry.core.constraints.version import EmptyConstraint
from poetry.core.constraints.version import Version
from poetry.core.constraints.version import VersionRange
from poetry.core.version.exceptions import InvalidVersionError
fro... | version | assert | variable | tests/constraints/version/test_version.py | test_parse_valid | 58 | null | |
python-poetry/poetry-core | from __future__ import annotations
import importlib.machinery
import logging
import os
import re
import shutil
import zipfile
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
from typing import TextIO
import pytest
from poetry.core.factory import Factory
from poetry.core.masonry.buil... | names | assert | variable | tests/masonry/builders/test_wheel.py | test_default_src_with_excluded_data | 433 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from pathlib import Path
from typing import TYPE_CHECKING
from typing import cast
import pytest
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.file_dependency import FileDependency
from poetry.core.version.markers import SingleMarker
D... | record.message | assert | complex_expr | tests/packages/test_file_dependency.py | test_file_dependency_does_not_exist | 35 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from packaging.utils import canonicalize_name
from poetry.core.constraints.version.exceptions import ParseConstraintError
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.directory_dependency import DirectoryDependency
from poetry.core.... | ref_hash | assert | variable | tests/packages/test_dependency.py | test_mutable_attributes_not_in_hash | 444 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
import pytest
from poetry.core.constraints.version import EmptyConstraint
from poetry.core.constraints.version import Version
from poetry.core.constraints.version import VersionRange
from poetry.core.version.exceptions import InvalidVersionError
fro... | i < j | assert | complex_expr | tests/constraints/version/test_version.py | test_comparison | 287 | null | |
python-poetry/poetry-core | from __future__ import annotations
import shutil
from collections import defaultdict
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
from typing import cast
import pytest
from packaging.utils import canonicalize_name
from poetry.core.constraints.version import parse_constraint
from... | 5 | assert | numeric_literal | tests/test_factory.py | test_create_poetry_with_nested_dependency_groups | 1,461 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import Any
import pytest
from packaging.utils import canonicalize_name
from poetry.core.packages.vcs_dependency import VCSDependency
@pytest.mark.parametrize(
"kwargs, expected",
[
({}, "poetry @ git+https://github.com/python-poetry/poetry.git"),
... | expected | assert | variable | tests/packages/test_vcs_dependency.py | test_to_pep_508 | 58 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from email.parser import Parser
from pathlib import Path
from typing import TYPE_CHECKING
import pytest
from poetry.core.factory import Factory
from poetry.core.masonry.builders.builder import Builder
from poetry.core.utils._compat import tomllib
@pytest.mark.parametri... | result | assert | variable | tests/masonry/builders/test_builder.py | test_builder_convert_entry_points | 343 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
from typing import cast
import pytest
from poetry.core.constraints.version import Version
from poetry.core.packages.dependency import Dependency
def test_dependency_from_pep_508_with_git_url() -> None:
name = "django-utils @ git+ssh://git@corp-... | "1.2" | assert | string_literal | tests/packages/test_main.py | test_dependency_from_pep_508_with_git_url | 209 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from pathlib import Path
from typing import TYPE_CHECKING
from typing import cast
import pytest
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.file_dependency import FileDependency
from poetry.core.version.markers import SingleMarker
D... | expected | assert | variable | tests/packages/test_file_dependency.py | test_file_dependency_string_representation | 209 | null | |
python-poetry/poetry-core | from __future__ import annotations
from pathlib import Path
import pytest
from packaging.utils import canonicalize_name
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.dependency_group import DependencyGroup
from poetry.core.packages.directory_dependency import DirectoryDependency
f... | {"bar"} | assert | collection | tests/packages/test_dependency_group.py | test_remove_dependency_removes_from_both_lists | 152 | null | |
python-poetry/poetry-core | from __future__ import annotations
import shutil
from collections import defaultdict
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
from typing import cast
import pytest
from packaging.utils import canonicalize_name
from poetry.core.constraints.version import parse_constraint
from... | [] | assert | collection | tests/test_factory.py | test_create_poetry_with_empty_dependencies | 325 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
from typing import cast
import pytest
from poetry.core.constraints.version import Version
from poetry.core.packages.dependency import Dependency
def test_dependency_from_pep_508_with_git_url_and_comment_and_extra() -> None:
name = (
"po... | "b;ar;" | assert | string_literal | tests/packages/test_main.py | test_dependency_from_pep_508_with_git_url_and_comment_and_extra | 242 | null | |
python-poetry/poetry-core | from __future__ import annotations
from pathlib import Path
from typing import TYPE_CHECKING
import pytest
from build.__main__ import build_package
from build.util import project_wheel_metadata
from tests.testutils import subprocess_run
from tests.testutils import temporary_project_directory
pytestmark = pytest.ma... | pip.stdout | assert | complex_expr | tests/integration/test_pep517.py | test_pip_wheel_build | 71 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from poetry.core.constraints.version import EmptyConstraint
from poetry.core.constraints.version import Version
from poetry.core.constraints.version import VersionRange
from poetry.core.constraints.version import parse_constraint
def v003() -> Version:
return Vers... | expected | assert | variable | tests/constraints/version/test_version_range.py | test_is_single_wildcard_range_include_min_include_max | 619 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
import pytest
from poetry.core.constraints.version import EmptyConstraint
from poetry.core.constraints.version import Version
from poetry.core.constraints.version import VersionRange
from poetry.core.version.exceptions import InvalidVersionError
fro... | i > j | assert | complex_expr | tests/constraints/version/test_version.py | test_comparison | 288 | null | |
python-poetry/poetry-core | from __future__ import annotations
import os
import subprocess
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
import pytest
from poetry.core.utils._compat import WINDOWS
from poetry.core.vcs import get_vcs
from poetry.core.vcs.git import Git
from poetry.core.vcs.git import GitUrl
f... | repo_path | assert | variable | tests/vcs/test_vcs.py | test_get_vcs_encoding | 522 | null | |
python-poetry/poetry-core | from __future__ import annotations
import ast
import gzip
import hashlib
import logging
import shutil
import tarfile
from email.parser import Parser
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
import pytest
from packaging.utils import canonicalize_name
from poetry.core.factory ... | name | assert | variable | tests/masonry/builders/test_sdist.py | test_sdist_does_not_include_pycache_and_pyc_files | 596 | null | |
python-poetry/poetry-core | from __future__ import annotations
from pathlib import Path
import pytest
from poetry.core.pyproject.exceptions import PyProjectError
from poetry.core.pyproject.toml import PyProjectTOML
from poetry.core.utils._compat import tomllib
def test_unparseable_pyproject_toml() -> None:
pyproject_toml = (
Path(... | str(excval.value) | assert | func_call | tests/pyproject/test_pyproject_toml.py | test_unparseable_pyproject_toml | 118 | null | |
python-poetry/poetry-core | from __future__ import annotations
from pathlib import Path
from typing import TYPE_CHECKING
import pytest
from build.__main__ import build_package
from build.util import project_wheel_metadata
from tests.testutils import subprocess_run
from tests.testutils import temporary_project_directory
pytestmark = pytest.ma... | pip_show.stdout | assert | complex_expr | tests/integration/test_pep517.py | test_pip_install_no_binary | 91 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from email.parser import Parser
from pathlib import Path
from typing import TYPE_CHECKING
import pytest
from poetry.core.factory import Factory
from poetry.core.masonry.builders.builder import Builder
from poetry.core.utils._compat import tomllib
def test_metadata_pret... | "Pretty.Name" | assert | string_literal | tests/masonry/builders/test_builder.py | test_metadata_pretty_name | 187 | null | |
python-poetry/poetry-core | from __future__ import annotations
import sys
from email.parser import Parser
from pathlib import Path
from typing import TYPE_CHECKING
import pytest
from poetry.core.factory import Factory
from poetry.core.masonry.builders.builder import Builder
from poetry.core.utils._compat import tomllib
@pytest.mark.parametri... | "2.4" | assert | string_literal | tests/masonry/builders/test_builder.py | test_get_metadata_content | 119 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import Any
import pytest
from packaging.utils import canonicalize_name
from poetry.core.packages.vcs_dependency import VCSDependency
@pytest.mark.parametrize("groups", [["main"], ["dev"]])
def test_category(groups: list[str]) -> None:
dependency = VCSDependency(
... | frozenset(groups) | assert | func_call | tests/packages/test_vcs_dependency.py | test_category | 198 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
import pytest
from poetry.core.constraints.version import EmptyConstraint
from poetry.core.constraints.version import Version
from poetry.core.constraints.version import VersionRange
from poetry.core.version.exceptions import InvalidVersionError
fro... | v | assert | variable | tests/constraints/version/test_version.py | test_union | 486 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
import pytest
from poetry.core.constraints.version import EmptyConstraint
from poetry.core.constraints.version import Version
from poetry.core.constraints.version import VersionRange
from poetry.core.version.exceptions import InvalidVersionError
fro... | i <= j | assert | complex_expr | tests/constraints/version/test_version.py | test_comparison | 289 | null | |
python-poetry/poetry-core | from __future__ import annotations
import ast
import gzip
import hashlib
import logging
import shutil
import tarfile
from email.parser import Parser
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
import pytest
from packaging.utils import canonicalize_name
from poetry.core.factory ... | setup | assert | variable | tests/masonry/builders/test_sdist.py | test_setup_py_context | 357 | null | |
python-poetry/poetry-core | from __future__ import annotations
import shutil
import subprocess
import tarfile
import tempfile
import zipfile
from contextlib import contextmanager
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
import tomli_w
from poetry.core.utils._compat import tomllib
__toml_build_backend_p... | namelist | assert | variable | tests/testutils.py | validate_wheel_contents | 84 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from poetry.core.constraints.version import Version
from poetry.core.constraints.version import VersionConstraint
from poetry.core.constraints.version import VersionRange
from poetry.core.constraints.version import VersionUnion
from poetry.core.constraints.version impo... | expected | assert | variable | tests/constraints/version/test_parse_constraint.py | test_constraints_keep_version_precision | 463 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from packaging.utils import canonicalize_name
from poetry.core.constraints.version.exceptions import ParseConstraintError
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.directory_dependency import DirectoryDependency
from poetry.core.... | ref_value | assert | variable | tests/packages/test_dependency.py | test_mutable_attributes_not_in_hash | 443 | null | |
python-poetry/poetry-core | from __future__ import annotations
from typing import TYPE_CHECKING
import pytest
from poetry.core.version.exceptions import InvalidVersionError
from poetry.core.version.pep440 import PEP440Version
from poetry.core.version.pep440 import Release
from poetry.core.version.pep440 import ReleaseTag
@pytest.mark.parametr... | patch | assert | variable | tests/version/pep440/test_version.py | test_properties | 143 | null | |
python-poetry/poetry-core | from __future__ import annotations
from pathlib import Path
import pytest
from poetry.core.pyproject.exceptions import PyProjectError
from poetry.core.pyproject.toml import PyProjectTOML
from poetry.core.utils._compat import tomllib
def test_pyproject_toml_build_requires_as_dependencies(pyproject_toml: Path) -> Non... | ["setuptools", "wheel"] | assert | collection | tests/pyproject/test_pyproject_toml.py | test_pyproject_toml_build_requires_as_dependencies | 93 | null | |
python-poetry/poetry-core | from __future__ import annotations
import ast
import gzip
import hashlib
import logging
import shutil
import tarfile
from email.parser import Parser
from pathlib import Path
from typing import TYPE_CHECKING
from typing import Any
import pytest
from packaging.utils import canonicalize_name
from poetry.core.factory ... | 1 | assert | numeric_literal | tests/masonry/builders/test_sdist.py | test_sdist_reproducibility | 339 | null | |
python-poetry/poetry-core | from __future__ import annotations
import os
from typing import TYPE_CHECKING
import pytest
from poetry.core.constraints.generic import UnionConstraint
from poetry.core.constraints.generic import parse_constraint as parse_generic_constraint
from poetry.core.constraints.version import parse_constraint as parse_versi... | marker | assert | variable | tests/version/test_markers.py | test_parse_marker | 82 | null | |
python-poetry/poetry-core | from __future__ import annotations
import pytest
from packaging.utils import canonicalize_name
from poetry.core.constraints.version.exceptions import ParseConstraintError
from poetry.core.packages.dependency import Dependency
from poetry.core.packages.directory_dependency import DirectoryDependency
from poetry.core.... | ">=3.6" | assert | string_literal | tests/packages/test_dependency.py | test_marker_properly_unsets_python_constraint | 383 | null | |
huggingface/lighteval | from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.requests import Doc
def dummy_prompt_function(item, task_name):
return Doc(query=item["text"], choices=["A", "B"], gold_index=0, task_name=task_name)
def test_hf_data_files(tmp_path):
# create a small jsonl data... | src_docs | assert | variable | tests/unit/tasks/test_lighteval_task.py | test_hf_data_files | 86 | null | |
huggingface/lighteval | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc, SamplingMethod
from lighteval.uti... | {task_id}) | self.assertEqual | collection | tests/unit/utils/test_caching.py | _test_cache | TestCaching | 167 | null |
huggingface/lighteval | import tempfile
import unittest
from typing import Optional
from unittest.mock import patch
from lighteval.logging.evaluation_tracker import EvaluationTracker
from lighteval.metrics.metrics import Metrics
from lighteval.models.dummy.dummy_model import DummyModel, DummyModelConfig
from lighteval.models.model_output imp... | ["Final answer: 4"]) | self.assertEqual | collection | tests/unit/pipeline/test_reasoning_tags.py | test_custom_reasoning_tags | TestPipelineReasoningTags | 339 | null |
huggingface/lighteval | from lighteval.tasks.templates.translation import get_translation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_translation_prompt_cf():
"""
Tests that translation prompt function works correctly for ... | [" Bonjour, comment allez-vous?"] | assert | collection | tests/unit/tasks/templates/test_translation.py | test_translation_prompt_cf | 53 | null | |
huggingface/lighteval | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_prompt_cf():
"""Test cloze format continuation prompt generation."""
test... | [1] | assert | collection | tests/unit/tasks/templates/test_continuation.py | test_continuation_prompt_cf | 81 | null | |
huggingface/lighteval | import pytest
from lighteval.metrics.normalizations import LogProbCharNorm, LogProbPMINorm, LogProbTokenNorm, normalize_log_probs
def test_char_norm():
choices_logprob = [10.0, 20.0]
choices_text = [" hell", "world"]
result = normalize_log_probs(LogProbCharNorm(ignore_first_space=False), choices_logprob,... | [2.0, 4.0]) | pytest.approx | collection | tests/unit/metrics/test_normalizations.py | test_char_norm | 33 | null | |
huggingface/lighteval | import logging
import time
from concurrent.futures import ThreadPoolExecutor
from json import JSONDecodeError
import requests
from tqdm import tqdm
from lighteval.data import GenerativeTaskDataset
from lighteval.models.abstract_model import LightevalModel, ModelConfig
from lighteval.models.model_output import ModelRe... | len(return_logitss) | assert | func_call | src/lighteval/models/endpoints/litellm_model.py | __call_api_parallel | LiteLLMClient | 270 | null |
huggingface/lighteval | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_chinese_multichoice_prompt():
"""Test multichoice prompt generation for Chinese language."""
tes... | """\ 问题：什么是中国的首都？ A。北京 B。上海 C。广州 D。深圳 答案：\ """ | assert | string_literal | tests/unit/tasks/templates/test_multichoice.py | test_chinese_multichoice_prompt | 109 | null | |
huggingface/lighteval | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
def test_superset_expansion():
"""
Tests that task info selector correctly handles supersets.
"""
registry = Registry(tasks="storycloze|0")
# The task list is ... | {"storycloze:2016", "storycloze:2018"} | assert | collection | tests/unit/tasks/test_registry.py | test_superset_expansion | 39 | null | |
huggingface/lighteval | from lighteval.tasks.templates.hellaswag import get_hellaswag_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_hellaswag_prompt_cf():
"""
Tests that hellaswag prompt function works correctly.
Since i... | [0] | assert | collection | tests/unit/tasks/templates/test_hellaswag.py | test_hellaswag_prompt_cf | 60 | null | |
huggingface/lighteval | import os
import pytest
from huggingface_hub import HfApi
from huggingface_hub.hf_api import DatasetInfo
TESTING_EMPTY_HF_ORG_ID = "lighteval-tests"
@pytest.fixture
def testing_empty_hf_org_id(org_id: str = TESTING_EMPTY_HF_ORG_ID):
old_token = os.getenv("HF_TOKEN")
os.environ["HF_TOKEN"] = os.getenv("HF_TES... | 0 | assert | numeric_literal | tests/fixtures.py | testing_empty_hf_org_id | 53 | null | |
huggingface/lighteval | import pytest
from lighteval.utils.imports import Extra, is_package_available, requires
def test_requires():
@requires("sglang")
class RandomModel:
pass
assert RandomModel.__name__ == "RandomModel"
assert RandomModel.__class__.__name__ == "DummyObject"
with | ImportError, match="Through the use of RandomModel, you requested the use of `sglang` for this evaluation, but it is not available in your current environment. Please install it using pip.") | pytest.raises | complex_expr | tests/test_dependencies.py | test_requires | 36 | null | |
huggingface/lighteval | from lighteval.tasks.templates.nli import get_nli_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, HybridFormulation
from lighteval.utils.language import Language
def test_nli_prompt_mcf():
"""Test multiple-choice format NLI prompt generation."""
test_input = {
"pr... | "Answer:" | assert | string_literal | tests/unit/tasks/templates/test_nli.py | test_nli_prompt_mcf | 55 | null | |
huggingface/lighteval | import unittest
from unittest.mock import Mock, patch
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
from lighteval.models.model_output import ModelResponse
from lighteval.models.transformers.transformers_model import TransformersModel, TransformersModelConfig
from lighteval.tasks.requests ... | self.config) | self.assertEqual | complex_expr | tests/unit/models/test_transformers_model.py | test_model_creation_attributes | TestTransformersModelCreation | 94 | null |
huggingface/lighteval | import pytest
from lighteval.metrics.normalizations import LogProbCharNorm, LogProbPMINorm, LogProbTokenNorm, normalize_log_probs
def test_token_norm():
choices_logprob = [10.0, 20.0]
choices_tokens = [[1, 2, 3], [4, 5]]
result = normalize_log_probs(LogProbTokenNorm(), choices_logprob, None, None, choice... | pytest.approx([3.333333, 10.0]) | assert | func_call | tests/unit/metrics/test_normalizations.py | test_token_norm | 44 | null | |
huggingface/lighteval | import unittest
from unittest.mock import Mock, patch
from transformers import AutoTokenizer
from lighteval.models.vllm.vllm_model import VLLMModel, VLLMModelConfig
class TestVLLMModelUseChatTemplate(unittest.TestCase):
@patch("lighteval.models.vllm.vllm_model.VLLMModel._create_auto_model")
def test_vllm_mod... | expected_result) | self.assertEqual | variable | tests/unit/models/vllm/test_vllm_model.py | test_vllm_model_use_chat_template_with_different_model_names | TestVLLMModelUseChatTemplate | 61 | null |
huggingface/lighteval | import json
import os
import tempfile
from datetime import datetime
from pathlib import Path
import pytest
from datasets import Dataset
from huggingface_hub import HfApi
from lighteval.logging.evaluation_tracker import EvaluationTracker
from lighteval.logging.info_loggers import DetailsLogger
from tests.fixtures imp... | dict) | self.assertIsInstance | variable | tests/unit/logging/test_evaluation_tracker.py | test_default_property_with_different_model_configs | TestProperties | 425 | null |
huggingface/lighteval | import ast
import base64
import faulthandler
import json
import multiprocessing
import os
import pickle
import platform
import signal
import sys
import time
import zlib
from concurrent.futures import ProcessPoolExecutor, as_completed
from decimal import Decimal
from enum import Enum
from io import StringIO
from types ... | None | assert | none_literal | src/lighteval/tasks/tasks/lcb/codegen_metrics.py | compile_code | 177 | null | |
huggingface/lighteval | import unittest
from unittest.mock import Mock, patch
from transformers import AutoTokenizer
from lighteval.models.vllm.vllm_model import VLLMModel, VLLMModelConfig
class TestVLLMModelUseChatTemplate(unittest.TestCase):
@patch("lighteval.models.vllm.vllm_model.VLLMModel._create_auto_model")
def test_vllm_mod... | model._tokenizer.chat_template is not None) | self.assertEqual | complex_expr | tests/unit/models/vllm/test_vllm_model.py | test_vllm_model_use_chat_template_with_different_model_names | TestVLLMModelUseChatTemplate | 62 | null |
huggingface/lighteval | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_prompt_sequence_end():
"""Test continuation prompt generation when the contex... | [" Shining brightly", " Setting in the west", " Hidden behind clouds"] | assert | collection | tests/unit/tasks/templates/test_continuation.py | test_continuation_prompt_sequence_end | 104 | null | |
huggingface/lighteval | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_prompt_mcf():
"""Test multiple-choice format continuation prompt generation."... | [" A", " B", " C"] | assert | collection | tests/unit/tasks/templates/test_continuation.py | test_continuation_prompt_mcf | 57 | null | |
huggingface/lighteval | import unittest
from unittest.mock import Mock, patch
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
from lighteval.models.model_output import ModelResponse
from lighteval.models.transformers.transformers_model import TransformersModel, TransformersModelConfig
from lighteval.tasks.requests ... | self.model.max_length) | self.assertEqual | complex_expr | tests/unit/models/test_transformers_model.py | test_tokenizer_max_length_configuration | TestTransformersTokenizerCreation | 71 | null |
huggingface/lighteval | import pytest
from lighteval.models.endpoints.tgi_model import TGIModelConfig
class TestTGIModelConfig:
@pytest.mark.parametrize(
"config_path, expected_config",
[
(
"examples/model_configs/tgi_model.yaml",
{
"inference_server_address... | expected_config | assert | variable | tests/unit/models/endpoints/test_tgi_model.py | test_from_path | TestTGIModelConfig | 69 | null |
huggingface/lighteval | from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.requests import Doc
def dummy_prompt_function(item, task_name):
return Doc(query=item["text"], choices=["A", "B"], gold_index=0, task_name=task_name)
def test_dataset_filter():
# Setup
cfg = LightevalTaskCo... | 1 | assert | numeric_literal | tests/unit/tasks/test_lighteval_task.py | test_dataset_filter | 64 | null | |
huggingface/lighteval | import random
import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.prompt_manager import FewShotSampler
from lighteval.tasks.requests import Doc
@pytest.mark.parametrize("fewshot_select", ["sequential", "random", "balanced"])
def test_fewshot_sampler(fewsho... | task.fewshot_docs()[:20] | assert | func_call | tests/unit/prompt/test_prompt_manager.py | test_fewshot_sampler | 54 | null | |
huggingface/lighteval | from unittest.mock import Mock
import pytest
from lighteval.tasks.prompt_manager import PromptManager
from lighteval.tasks.requests import Doc
class TestPromptManager:
def test_prepare_prompt_chat_template_with_system_prompt(self):
"""Test prepare_prompt with chat template format and system prompt."""
... | "user" | assert | string_literal | tests/unit/prompt/test_prompt_manager_class.py | test_prepare_prompt_chat_template_with_system_prompt | TestPromptManager | 159 | null |
huggingface/lighteval | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
def test_superset_with_subset_task():
"""
Tests that task info selector correctly handles if both superset and one of subset tasks are provided.
"""
registry = Regi... | {3, 5} | assert | collection | tests/unit/tasks/test_registry.py | test_superset_with_subset_task | 57 | null | |
huggingface/lighteval | import random
import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.prompt_manager import FewShotSampler
from lighteval.tasks.requests import Doc
@pytest.mark.parametrize("fewshot_select", ["sequential", "random", "balanced"])
def test_fewshot_sampler(fewsho... | task_docs[:20] | assert | complex_expr | tests/unit/prompt/test_prompt_manager.py | test_fewshot_sampler | 59 | null | |
huggingface/lighteval | from lighteval.metrics.dynamic_metrics import LogLikelihoodAccMetric
from lighteval.metrics.metrics import Metrics
from lighteval.metrics.normalizations import LogProbPMINorm
from lighteval.metrics.utils.metric_utils import Metric
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.lighteval_ta... | 0 | assert | numeric_literal | tests/unit/metrics/test_metric_requests.py | test_pmi_request | 81 | null | |
huggingface/lighteval | import unittest
from lighteval.utils.utils import remove_reasoning_tags
class TestRemoveReasoningTags(unittest.TestCase):
def test_remove_reasoning_tags(self):
text = "<think> Reasoning section </think> Answer section"
tag_pairs = [("<think>", "</think>")]
result = remove_reasoning_tags(te... | " Answer section") | self.assertEqual | string_literal | tests/unit/utils/test_utils.py | test_remove_reasoning_tags | TestRemoveReasoningTags | 33 | null |
huggingface/lighteval | from lighteval.metrics.dynamic_metrics import LogLikelihoodAccMetric
from lighteval.metrics.metrics import Metrics
from lighteval.metrics.normalizations import LogProbPMINorm
from lighteval.metrics.utils.metric_utils import Metric
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.lighteval_ta... | 1 | assert | numeric_literal | tests/unit/metrics/test_metric_requests.py | test_pmi_request_with_logprob_metric | 106 | null | |
huggingface/lighteval | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
def test_cli_sampling_params():
"""
Tests task setting the sampling parameters in CLI.
"""
registry_no_sampling = Registry(tasks="math_500|0")
task_info_no_sam... | 1 | assert | numeric_literal | tests/unit/tasks/test_registry.py | test_cli_sampling_params | 68 | null | |
huggingface/lighteval | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_optional_keys():
"""Test continuation prompt generation with optional instruc... | """\ Choose the most likely continuation: In the morning, I like to A. drink coffee B. go for a run C. read the news Answer:\ """ | assert | string_literal | tests/unit/tasks/templates/test_continuation.py | test_continuation_optional_keys | 130 | null | |
huggingface/lighteval | import unittest
from unittest.mock import Mock, patch
import torch
from transformers import AutoModelForCausalLM, AutoTokenizer
from lighteval.models.model_output import ModelResponse
from lighteval.models.transformers.transformers_model import TransformersModel, TransformersModelConfig
from lighteval.tasks.requests ... | captured_len_choices) | self.assertIsNotNone | variable | tests/unit/models/test_transformers_model.py | test_loglikelihood_padded_tensors_shapes | TestTransformersModelProcessing | 340 | null |
huggingface/lighteval | from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.requests import Doc
def dummy_prompt_function(item, task_name):
return Doc(query=item["text"], choices=["A", "B"], gold_index=0, task_name=task_name)
def test_revision_check():
# Test with a different revision
... | ["hi", "how are you?"] | assert | collection | tests/unit/tasks/test_lighteval_task.py | test_revision_check | 46 | null | |
huggingface/lighteval | from lighteval.tasks.templates.multichoice import get_mcq_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_multichoice_optional_keys():
"""Test multichoice prompt generation with optional keys (context and i... | """\ Please answer the following question about geography. France is big. Question: What is the capital of France? A. London B. Paris C. Berlin D. Madrid Answer:\ """ | assert | string_literal | tests/unit/tasks/templates/test_multichoice.py | test_multichoice_optional_keys | 176 | null | |
huggingface/lighteval | import json
import os
import pytest
from lighteval.metrics import apply_metric
from lighteval.metrics.metrics import Metrics
from lighteval.metrics.sample_preparator import (
GenerativeCorpusMetricInput,
LogprobCorpusMetricInput,
PerplexityCorpusMetricInput,
)
from lighteval.models.model_output import Mod... | pytest.approx(ref, rel=1e-8) | assert | func_call | tests/test_unit_harness_metrics.py | test_model_prediction | 127 | null | |
huggingface/lighteval | import pytest
from lighteval.tasks.lighteval_task import LightevalTask, LightevalTaskConfig
from lighteval.tasks.registry import Registry
def test_cli_sampling_params():
"""
Tests task setting the sampling parameters in CLI.
"""
registry_no_sampling = Registry(tasks="math_500|0")
task_info_no_sam... | 2 | assert | numeric_literal | tests/unit/tasks/test_registry.py | test_cli_sampling_params | 74 | null | |
huggingface/lighteval | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc, SamplingMethod
from lighteval.uti... | self.task_name) | self.assertEqual | complex_expr | tests/unit/utils/test_caching.py | _test_cache | TestCaching | 155 | null |
huggingface/lighteval | import json
from pathlib import Path
from typing import List
import pytest
from test_metrics_automated import AutomatedMetricTester, MetricTestSuite
def metric_tester():
"""Fixture providing an AutomatedMetricTester instance."""
return AutomatedMetricTester()
def load_test_suite_from_file(file_path: str) -> ... | 0 | assert | numeric_literal | tests/unit/metrics/test_automated_metrics_pytest.py | test_metric_suite | TestAutomatedMetrics | 104 | null |
huggingface/lighteval | import unittest
from lighteval.utils.utils import remove_reasoning_tags
class TestRemoveReasoningTags(unittest.TestCase):
def test_no_tags(self):
text = "No reasoning tags here."
tag_pairs = [("<think>", "</think>")]
result = remove_reasoning_tags(text, tag_pairs)
self.assertEqua... | "No reasoning tags here.") | self.assertEqual | string_literal | tests/unit/utils/test_utils.py | test_no_tags | TestRemoveReasoningTags | 45 | null |
huggingface/lighteval | from lighteval.tasks.templates.continuation import get_continuation_prompt_function
from lighteval.tasks.templates.utils.formulation import CFFormulation, MCFFormulation
from lighteval.utils.language import Language
def test_continuation_prompt_mcf():
"""Test multiple-choice format continuation prompt generation."... | """\ The quick brown fox A. jumps over the lazy dog B. runs through the forest C. chases a rabbit Answer:\ """ | assert | string_literal | tests/unit/tasks/templates/test_continuation.py | test_continuation_prompt_mcf | 45 | null | |
huggingface/lighteval | import tempfile
import unittest
from dataclasses import asdict
from unittest.mock import Mock, patch
import pytest
import torch
from lighteval.models.abstract_model import LightevalModel
from lighteval.models.model_output import ModelResponse
from lighteval.tasks.requests import Doc, SamplingMethod
from lighteval.uti... | str(folder)) | self.assertIn | func_call | tests/unit/utils/test_caching.py | test_cache_directory_structure | TestCaching | 101 | null |
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