language
stringclasses
1 value
repo
stringclasses
346 values
path
stringlengths
6
201
class_span
dict
source
stringlengths
21
2.38M
target
stringlengths
1
96
python
encode__django-rest-framework
tests/models.py
{ "start": 1011, "end": 1411 }
class ____(RESTFrameworkModel): name = models.CharField(max_length=100) def get_first_source(self): """Used for testing related field against a callable.""" return self.sources.all().order_by('pk')[0] @property def first_source(self): """Used for testing related field against a...
ForeignKeyTarget
python
spack__spack
lib/spack/spack/spec.py
{ "start": 223154, "end": 223263 }
class ____(spack.error.SpecError): """Called for errors in Spec path-format strings."""
SpecFormatPathError
python
allegroai__clearml
clearml/backend_api/services/v2_9/events.py
{ "start": 42865, "end": 44571 }
class ____(Request): """ Delete all task event. *This cannot be undone!* :param task: Task ID :type task: str :param allow_locked: Allow deleting events even if the task is locked :type allow_locked: bool """ _service = "events" _action = "delete_for_task" _version = "2.9" ...
DeleteForTaskRequest
python
great-expectations__great_expectations
contrib/great_expectations_semantic_types_expectations/great_expectations_semantic_types_expectations/expectations/expect_column_values_to_be_valid_us_state.py
{ "start": 1787, "end": 4619 }
class ____(ColumnMapExpectation): """Expect values in this column to be valid state abbreviations. See https://pypi.org/project/us/ for more information. \ DC statehood is a perennial issue in data science, and the owners of the us repo addressed it differently than we have: https://github.com/unitedstates...
ExpectColumnValuesToBeValidUSState
python
scipy__scipy
benchmarks/benchmarks/go_benchmark_functions/go_funcs_M.py
{ "start": 17340, "end": 18473 }
class ____(Benchmark): r""" Mishra 10 objective function. This class defines the Mishra 10 global optimization problem. This is a multimodal minimization problem defined as follows: .. math:: TODO - int(x) should be used instead of floor(x)!!!!! f_{\text{Mishra10}}({x}) = \left[ \lfloo...
Mishra10
python
euske__pdfminer
pdfminer/cmapdb.py
{ "start": 6490, "end": 11640 }
class ____(PSStackParser): def __init__(self, cmap, fp): PSStackParser.__init__(self, fp) self.cmap = cmap # some ToUnicode maps don't have "begincmap" keyword. self._in_cmap = True return def run(self): try: self.nextobject() except PSEOF: ...
CMapParser
python
PyCQA__pylint
tests/functional/ext/redefined_variable_type/redefined_variable_type.py
{ "start": 2130, "end": 2296 }
class ____: async def funtion1(self): potato = 1 print(potato) async def funtion2(self): potato = {} print(potato)
AsyncFunctions
python
python-attrs__attrs
src/attr/validators.py
{ "start": 17871, "end": 20247 }
class ____: validator = attrib() msg = attrib( converter=default_if_none( "not_ validator child '{validator!r}' " "did not raise a captured error" ) ) exc_types = attrib( validator=deep_iterable( member_validator=_subclass_of(Exception), ...
_NotValidator
python
plotly__plotly.py
plotly/graph_objs/candlestick/increasing/_line.py
{ "start": 233, "end": 3039 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "candlestick.increasing" _path_str = "candlestick.increasing.line" _valid_props = {"color", "width"} @property def color(self): """ Sets the color of line bounding the box(es). The 'color' property is a color and may b...
Line
python
apache__airflow
task-sdk/src/airflow/sdk/execution_time/callback_runner.py
{ "start": 1337, "end": 4122 }
class ____(Protocol): def __call__( self, func: Callable[P, R], outlet_events: OutletEventAccessorsProtocol, *, logger: logging.Logger | Logger, ) -> _ExecutionCallableRunner[P, R]: ... def create_executable_runner( func: Callable[P, R], outlet_events: OutletEve...
ExecutionCallableRunner
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/metadata.py
{ "start": 4913, "end": 5084 }
class ____(graphene.Union): class Meta: types = (GrapheneLocalFileCodeReference, GrapheneUrlCodeReference) name = "SourceLocation"
GrapheneSourceLocation
python
more-itertools__more-itertools
more_itertools/more.py
{ "start": 166576, "end": 167301 }
class ____: __slots__ = ('iterator', 'link', 'lock') def __init__(self, iterable): it = iter(iterable) if isinstance(it, _concurrent_tee): self.iterator = it.iterator self.link = it.link self.lock = it.lock else: self.iterator = it ...
_concurrent_tee
python
joke2k__faker
tests/providers/test_address.py
{ "start": 58736, "end": 60821 }
class ____: """Test zh_CN address provider methods""" def test_postcode(self, faker, num_samples): for _ in range(num_samples): postcode = faker.postcode() assert isinstance(postcode, str) assert re.fullmatch(r"[1-9]\d{5}", postcode) def test_city_name(self, fak...
TestZhCn
python
dagster-io__dagster
python_modules/dagster/dagster/_core/definitions/asset_checks/asset_check_spec.py
{ "start": 1614, "end": 5522 }
class ____(IHaveNew, LegacyNamedTupleMixin): name: PublicAttr[str] asset_key: PublicAttr[AssetKey] description: PublicAttr[Optional[str]] additional_deps: PublicAttr[Iterable[LazyAssetDep]] blocking: PublicAttr[bool] metadata: PublicAttr[Mapping[str, Any]] automation_condition: PublicAttr[Op...
AssetCheckSpec
python
aimacode__aima-python
nlp4e.py
{ "start": 3587, "end": 10798 }
class ____: def __init__(self, name, rules, lexicon): """A grammar has a set of rules and a lexicon. Each rule has a probability.""" self.name = name self.rules = rules self.lexicon = lexicon self.categories = defaultdict(list) for lhs in lexicon: ...
ProbGrammar
python
pytorch__pytorch
torch/export/graph_signature.py
{ "start": 2808, "end": 3448 }
class ____: kind: OutputKind arg: ArgumentSpec target: Optional[str] def __post_init__(self): assert isinstance( self.arg, ( TensorArgument, SymIntArgument, SymFloatArgument, SymBoolArgument, ...
OutputSpec
python
dabeaz-course__practical-python
Solutions/4_10/tableformat.py
{ "start": 660, "end": 877 }
class ____(TableFormatter): ''' Output data in CSV format. ''' def headings(self, headers): print(','.join(headers)) def row(self, rowdata): print(','.join(rowdata))
CSVTableFormatter
python
bokeh__bokeh
src/bokeh/server/callbacks.py
{ "start": 3545, "end": 4369 }
class ____(SessionCallback): ''' Represent a callback to execute once on the ``IOLoop`` after a specified time interval passes. ''' _timeout: int def __init__(self, callback: Callback, timeout: int, *, callback_id: ID) -> None: ''' Args: callback (callable) : ...
TimeoutCallback
python
coleifer__peewee
peewee.py
{ "start": 31422, "end": 33476 }
class ____(_HashableSource, Source): def __init__(self, name, query, recursive=False, columns=None, materialized=None): self._alias = name self._query = query self._recursive = recursive self._materialized = materialized if columns is not None: co...
CTE
python
tensorflow__tensorflow
tensorflow/python/data/ops/readers.py
{ "start": 12148, "end": 14741 }
class ____(dataset_ops.UnaryDataset): """A `Dataset` that maps a function over its input and flattens the result.""" def __init__(self, input_dataset, map_func, cycle_length, block_length, sloppy, buffer_output_elements, ...
ParallelInterleaveDataset
python
ApeWorX__ape
src/ape/plugins/project.py
{ "start": 852, "end": 1607 }
class ____(PluginType): """ A plugin for downloading packages and creating :class:`~ape.plugins.project.ProjectPlugin` implementations. """ @hookspec def dependencies(self) -> dict[str, type["DependencyAPI"]]: # type: ignore[empty-body] """ A hook that returns a :class:`~ape.ap...
DependencyPlugin
python
pyca__cryptography
tests/hazmat/primitives/test_hash_vectors.py
{ "start": 1212, "end": 1560 }
class ____: test_sha256 = generate_hash_test( load_hash_vectors, os.path.join("hashes", "SHA2"), ["SHA256LongMsg.rsp", "SHA256ShortMsg.rsp"], hashes.SHA256(), ) @pytest.mark.supported( only_if=lambda backend: backend.hash_supported(hashes.SHA384()), skip_message="Does n...
TestSHA256
python
getsentry__sentry
src/sentry_plugins/pagerduty/plugin.py
{ "start": 329, "end": 4851 }
class ____(CorePluginMixin, NotificationPlugin): description = "Send alerts to PagerDuty." slug = "pagerduty" title = "PagerDuty" conf_key = slug conf_title = title required_field = "service_key" feature_descriptions = [ FeatureDescription( """ Manage incident...
PagerDutyPlugin
python
tornadoweb__tornado
tornado/test/asyncio_test.py
{ "start": 5584, "end": 7775 }
class ____(unittest.TestCase): # These tests are only relevant on windows, but they should pass anywhere. def setUp(self): # As a precaution, ensure that we've run an event loop at least once # so if it spins up any singleton threads they're already there. asyncio.run(self.dummy_tornado_...
SelectorThreadLeakTest
python
doocs__leetcode
solution/1000-1099/1090.Largest Values From Labels/Solution.py
{ "start": 0, "end": 446 }
class ____: def largestValsFromLabels( self, values: List[int], labels: List[int], numWanted: int, useLimit: int ) -> int: ans = num = 0 cnt = Counter() for v, l in sorted(zip(values, labels), reverse=True): if cnt[l] < useLimit: cnt[l] += 1 ...
Solution
python
wandb__wandb
wandb/integration/yolov8/yolov8.py
{ "start": 546, "end": 11371 }
class ____: """An internal YOLO model wrapper that tracks metrics, and logs models to Weights & Biases. Usage: ```python from wandb.integration.yolov8.yolov8 import WandbCallback model = YOLO("yolov8n.pt") wandb_logger = WandbCallback( model, ) for event, callback_fn in wandb_l...
WandbCallback
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/solver27.py
{ "start": 632, "end": 791 }
class ____(Generic[T]): pass reveal_type(ClassA[int], expected_text="type[ClassA[int]]") def deco4() -> Callable[[type[T]], type[T]]: ... @deco4()
ClassA
python
Textualize__textual
src/textual/_node_list.py
{ "start": 417, "end": 531 }
class ____(Exception): """Raised when attempting to add a widget with an id that already exists."""
DuplicateIds
python
mlflow__mlflow
mlflow/entities/logged_model_parameter.py
{ "start": 116, "end": 1140 }
class ____(_MlflowObject): """ MLflow entity representing a parameter of a Model. """ def __init__(self, key, value): if "pyspark.ml" in sys.modules: import pyspark.ml.param if isinstance(key, pyspark.ml.param.Param): key = key.name value...
LoggedModelParameter
python
ApeWorX__ape
src/ape/api/projects.py
{ "start": 2869, "end": 4020 }
class ____(ProjectAPI): """ The default ProjectAPI implementation. """ CONFIG_FILE_NAME: str = "ape-config" EXTENSIONS: tuple[str, ...] = (".yaml", ".yml", ".json") @property def is_valid(self) -> bool: return True # If all else fails, treat as a default Ape project. @cached_...
ApeProject
python
Netflix__metaflow
metaflow/runtime.py
{ "start": 83914, "end": 84737 }
class ____(object): def __init__(self, name, maxsize): self.name = name self._maxsize = maxsize self._buffer = BytesIO() self._size = 0 self._eof = False def write(self, bytedata, system_msg=False): if system_msg: self._buffer.write(bytedata) ...
TruncatedBuffer
python
ray-project__ray
ci/ray_ci/doc/autodoc.py
{ "start": 290, "end": 5284 }
class ____: """ Autodoc class represents the top level sphinx autodoc landing page and finds autodoc APIs that would be generated from sphinx from all sub-pages. """ def __init__(self, head_rst_file: str): """ Args: head_rst_file: The path to the landing page RST file th...
Autodoc
python
numba__numba
numba/cuda/compiler.py
{ "start": 2093, "end": 2387 }
class ____(CompileResult): @property def entry_point(self): return id(self) def cuda_compile_result(**entries): entries = sanitize_compile_result_entries(entries) return CUDACompileResult(**entries) @register_pass(mutates_CFG=True, analysis_only=False)
CUDACompileResult
python
pytorch__pytorch
torch/jit/_script.py
{ "start": 8982, "end": 11664 }
class ____(type): def __init__(cls, name, bases, attrs): # noqa: B902 # Aggregate all the ScriptMethods and constants from superclasses cls._methods: dict[str, Any] = {} cls._constants_set = set(getattr(cls, "__constants__", ())) for base in reversed(bases): for k, v in ...
ScriptMeta
python
zarr-developers__zarr-python
src/zarr/storage/_logging.py
{ "start": 566, "end": 7399 }
class ____(WrapperStore[T_Store]): """ Store that logs all calls to another wrapped store. Parameters ---------- store : Store Store to wrap log_level : str Log level log_handler : logging.Handler Log handler Attributes ---------- counter : dict ...
LoggingStore
python
realpython__materials
python-argparse/custom_action.py
{ "start": 18, "end": 388 }
class ____(argparse.Action): def __call__(self, parser, namespace, values, option_string=None): print(f"Storing {values} in the {option_string} option...") setattr(namespace, self.dest, values) arg_parser = argparse.ArgumentParser() arg_parser.add_argument("-n", "--name", action=VerboseStore) ar...
VerboseStore
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 171493, "end": 172137 }
class ____(sgqlc.types.Input): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ( "environment_id", "wait_timer", "reviewers", "client_mutation_id", ) environment_id = sgqlc.types.Field( sgqlc.types.non_null(ID), gr...
UpdateEnvironmentInput
python
mlflow__mlflow
tests/genai/judges/test_alignment_optimizer.py
{ "start": 994, "end": 2250 }
class ____(AlignmentOptimizer): """Mock AlignmentOptimizer implementation for testing.""" def align(self, judge: Judge, traces: list[Trace]) -> Judge: # Return a new judge with modified name to show it was processed return MockJudge(name=f"{judge.name}_optimized") def test_alignment_optimizer...
MockOptimizer
python
altair-viz__altair
altair/vegalite/v6/schema/core.py
{ "start": 218010, "end": 219299 }
class ____(VegaLiteSchema): """ CompositionConfig schema wrapper. Parameters ---------- columns : float The number of columns to include in the view composition layout. **Default value**: ``undefined`` -- An infinite number of columns (a single row) will be assumed. This is...
CompositionConfig
python
sqlalchemy__sqlalchemy
test/orm/test_instrumentation.py
{ "start": 10236, "end": 11583 }
class ____(fixtures.MappedTest): def fixture(self): return Table( "t", MetaData(), Column("id", Integer, primary_key=True), Column("type", Integer), Column("x", Integer), Column("y", Integer), ) def test_partially_mapped_in...
MapperInitTest
python
google__flatbuffers
tests/MyGame/Example/NestedUnion/Any.py
{ "start": 96, "end": 729 }
class ____(object): NONE = 0 Vec3 = 1 TestSimpleTableWithEnum = 2 def AnyCreator(unionType, table): from flatbuffers.table import Table if not isinstance(table, Table): return None if unionType == Any.Vec3: import MyGame.Example.NestedUnion.Vec3 return MyGame.Example.Nes...
Any
python
pytorch__pytorch
test/onnx/test_utility_funs.py
{ "start": 2967, "end": 71094 }
class ____(_BaseTestCase): opset_version = None def test_is_in_onnx_export(self): test_self = self class MyModule(torch.nn.Module): def forward(self, x): test_self.assertTrue(torch.onnx.is_in_onnx_export()) raise ValueError return x +...
TestUtilityFuns
python
huggingface__transformers
tests/models/instructblip/test_processing_instructblip.py
{ "start": 902, "end": 1579 }
class ____(ProcessorTesterMixin, unittest.TestCase): processor_class = InstructBlipProcessor @classmethod def _setup_tokenizer(cls): tokenizer_class = cls._get_component_class_from_processor("tokenizer") return tokenizer_class.from_pretrained("hf-internal-testing/tiny-random-GPT2Model") ...
InstructBlipProcessorTest
python
astropy__astropy
astropy/units/tests/test_quantity_non_ufuncs.py
{ "start": 2602, "end": 2883 }
class ____(BasicTestSetup): def check(self, func, *args, **kwargs): o = func(self.q, *args, **kwargs) expected = func(self.q.value, *args, **kwargs) * self.q.unit assert o.shape == expected.shape assert np.all(o == expected)
InvariantUnitTestSetup
python
pyca__cryptography
src/cryptography/x509/certificate_transparency.py
{ "start": 315, "end": 398 }
class ____(utils.Enum): X509_CERTIFICATE = 0 PRE_CERTIFICATE = 1
LogEntryType
python
pydata__xarray
xarray/tests/test_ufuncs.py
{ "start": 5978, "end": 6411 }
class ____(np.ndarray): # Minimal subclassed duck array with its own self-contained namespace, # which implements a few ufuncs def __new__(cls, array): obj = np.asarray(array).view(cls) return obj def __array_namespace__(self, *, api_version=None): return DuckArray @staticm...
DuckArray
python
tensorflow__tensorflow
tensorflow/python/tpu/topology_test.py
{ "start": 808, "end": 1535 }
class ____(test.TestCase): def testSerialization(self): """Tests if the class is able to generate serialized strings.""" original_topology = topology.Topology( mesh_shape=[1, 1, 1, 2], device_coordinates=[[[0, 0, 0, 0], [0, 0, 0, 1]]], ) serialized_str = original_topology.serialized()...
TopologyTest
python
sqlalchemy__sqlalchemy
test/sql/test_metadata.py
{ "start": 168068, "end": 182909 }
class ____(fixtures.TestBase): @contextmanager def _fixture(self): from sqlalchemy.engine.default import DefaultDialect class ParticipatingDialect(DefaultDialect): construct_arguments = [ (schema.Index, {"x": 5, "y": False, "z_one": None}), (schema.Fo...
DialectKWArgTest
python
encode__django-rest-framework
tests/test_model_serializer.py
{ "start": 39936, "end": 40184 }
class ____(models.Model): text = models.CharField(max_length=100) bar = models.ForeignKey( 'Issue7550BarModel', null=True, blank=True, on_delete=models.SET_NULL, related_name='foos', related_query_name='foo')
Issue7550FooModel
python
walkccc__LeetCode
solutions/288. Unique Word Abbreviation/288.py
{ "start": 0, "end": 556 }
class ____: def __init__(self, dictionary: list[str]): self.dict = set(dictionary) # T := unique, F := not unique self.abbrUnique = {} for word in self.dict: abbr = self._getAbbr(word) self.abbrUnique[abbr] = abbr not in self.abbrUnique def isUnique(self, word: str) -> bool: abbr =...
ValidWordAbbr
python
PyCQA__pylint
tests/functional/s/slots_checks.py
{ "start": 2236, "end": 2298 }
class ____: __slots__ = Good.__slots__
PotentiallyFourthGood
python
PrefectHQ__prefect
tests/server/models/test_block_registration.py
{ "start": 2682, "end": 3876 }
class ____: async def test_register_new_block_type(self, session): read_block_type = await read_block_type_by_slug( session, block_type_slug="secret" ) assert read_block_type is None registered_block_type_id = await register_block_type( session=session, block...
TestRegisterBlockType
python
apache__airflow
providers/sftp/src/airflow/providers/sftp/decorators/sensors/sftp.py
{ "start": 1037, "end": 2882 }
class ____(SFTPSensor): """ Wraps a Python callable and captures args/kwargs when called for execution. :param python_callable: A reference to an object that is callable :param task_id: task Id :param op_args: a list of positional arguments that will get unpacked when calling your callable ...
_DecoratedSFTPSensor
python
numba__numba
numba/tests/test_typeinfer.py
{ "start": 30223, "end": 30871 }
class ____(unittest.TestCase): """ Make sure partial typing stores type errors in compiler state properly """ def test_partial_typing_error(self): # example with type unification error def impl(flag): if flag: a = 1 else: a = str(1)...
TestPartialTypingErrors
python
numpy__numpy
numpy/matrixlib/tests/test_matrix_linalg.py
{ "start": 1480, "end": 1538 }
class ____(SVDCases, MatrixTestCase): pass
TestSVDMatrix
python
pyqtgraph__pyqtgraph
pyqtgraph/graphicsItems/ViewBox/ViewBoxMenu.py
{ "start": 200, "end": 9283 }
class ____(QtWidgets.QMenu): def __init__(self, view): QtWidgets.QMenu.__init__(self) self.view = weakref.ref(view) ## keep weakref to view to avoid circular reference (don't know why, but this prevents the ViewBox from being collected) self.valid = False ## tells us whether the u...
ViewBoxMenu
python
kamyu104__LeetCode-Solutions
Python/separate-the-digits-in-an-array.py
{ "start": 44, "end": 429 }
class ____(object): def separateDigits(self, nums): """ :type nums: List[int] :rtype: List[int] """ result = [] for x in reversed(nums): while x: result.append(x%10) x //= 10 result.reverse() return result ...
Solution
python
sympy__sympy
sympy/polys/domains/simpledomain.py
{ "start": 150, "end": 377 }
class ____(Domain[Er]): """Base class for simple domains, e.g. ZZ, QQ. """ is_Simple = True def inject(self, *gens): """Inject generators into this domain. """ return self.poly_ring(*gens)
SimpleDomain
python
dagster-io__dagster
python_modules/dagster/dagster/_core/definitions/repository_definition/repository_data.py
{ "start": 1794, "end": 7428 }
class ____(ABC): """Users should usually rely on the :py:func:`@repository <repository>` decorator to create new repositories, which will in turn call the static constructors on this class. However, users may subclass :py:class:`RepositoryData` for fine-grained control over access to and lazy creation o...
RepositoryData
python
run-llama__llama_index
llama-index-core/llama_index/core/postprocessor/pii.py
{ "start": 3552, "end": 5323 }
class ____(BaseNodePostprocessor): """ NER PII Node processor. Uses a HF transformers model. """ pii_node_info_key: str = "__pii_node_info__" @classmethod def class_name(cls) -> str: return "NERPIINodePostprocessor" def mask_pii(self, ner: Callable, text: str) -> Tuple[str, ...
NERPIINodePostprocessor
python
numba__numba
numba/core/typing/builtins.py
{ "start": 6006, "end": 6068 }
class ____(BinOp): pass @infer_global(operator.mul)
BinOpSub
python
PyCQA__pylint
tests/test_check_parallel.py
{ "start": 1950, "end": 2700 }
class ____(BaseRawFileChecker): """A checker that does not need to consolidate data across run invocations.""" name = "sequential-checker" test_data = "sequential" msgs = { "R9999": ( "Test", "sequential-test-check", "Some helpful text.", ) } ...
SequentialTestChecker
python
django__django
tests/test_utils/tests.py
{ "start": 13087, "end": 15662 }
class ____(TestCase): @classmethod def setUpTestData(cls): cls.person_pk = str(Person.objects.create(name="test").pk) cls.url = f"/test_utils/get_person/{cls.person_pk}/" def test_simple(self): with CaptureQueriesContext(connection) as captured_queries: Person.objects.ge...
CaptureQueriesContextManagerTests
python
doocs__leetcode
solution/2500-2599/2541.Minimum Operations to Make Array Equal II/Solution.py
{ "start": 0, "end": 425 }
class ____: def minOperations(self, nums1: List[int], nums2: List[int], k: int) -> int: ans = x = 0 for a, b in zip(nums1, nums2): if k == 0: if a != b: return -1 continue if (a - b) % k: return -1 ...
Solution
python
kamyu104__LeetCode-Solutions
Python/number-of-days-between-two-dates.py
{ "start": 819, "end": 1054 }
class ____(object): def daysBetweenDates(self, date1, date2): delta = datetime.datetime.strptime(date1, "%Y-%m-%d") delta -= datetime.datetime.strptime(date2, "%Y-%m-%d") return abs(delta.days)
Solution2
python
pallets__werkzeug
src/werkzeug/middleware/lint.py
{ "start": 3567, "end": 3876 }
class ____: def __init__(self, write: t.Callable[[bytes], object], chunks: list[int]) -> None: self._write = write self._chunks = chunks def __call__(self, s: bytes) -> None: check_type("write()", s, bytes) self._write(s) self._chunks.append(len(s))
GuardedWrite
python
pypa__pip
src/pip/_vendor/packaging/_parser.py
{ "start": 610, "end": 691 }
class ____(Node): def serialize(self) -> str: return str(self)
Variable
python
Lightning-AI__lightning
src/lightning/fabric/utilities/distributed.py
{ "start": 16023, "end": 17311 }
class ____: """A barrier with an infinite timeout. Creates a new process group with the GLOO backend with a very high timeout that makes the barrier effectively wait forever. This is useful in cases where you want to execute a long-running operation on a subset of ranks that should not be subject to th...
_InfiniteBarrier
python
google__jax
tests/buffer_callback_test.py
{ "start": 831, "end": 6529 }
class ____(jtu.JaxTestCase): def setUp(self): super().setUp() if jtu.test_device_matches(["tpu"]): self.skipTest("Not supported on TPU.") @parameterized.parameters(jtu.dtypes.all) @jtu.run_on_devices("cpu") def test_numpy(self, dtype): def callback(ctx, out, arg): with self.assertRaise...
BufferCallbackTest
python
ray-project__ray
python/ray/train/v2/_internal/execution/worker_group/worker.py
{ "start": 3699, "end": 8649 }
class ____: def __init__(self): self._callbacks: List[WorkerCallback] = [] def execute(self, fn: Callable[..., T], *fn_args, **fn_kwargs) -> T: return fn(*fn_args, **fn_kwargs) def run_train_fn(self, train_fn_ref: ObjectRefWrapper[Callable[[], None]]): """Run the training function ...
RayTrainWorker
python
wepe__MachineLearning
Ridge/kernel_ridge/kernel_ridge.py
{ "start": 94, "end": 2611 }
class ____(): """ Simple implementation of a Kernel Ridge Regression using the closed form for training. Doc: https://www.ics.uci.edu/~welling/classnotes/papers_class/Kernel-Ridge.pdf """ def __init__(self, kernel_type='linear', C=1.0, gamma=5.0): """ :param kernel_t...
KernelRidge
python
walkccc__LeetCode
solutions/710. Random Pick with Blacklist/710.py
{ "start": 0, "end": 590 }
class ____: def __init__(self, n: int, blacklist: list[int]): self.validRange = n - len(blacklist) self.dict = {} maxAvailable = n - 1 for b in blacklist: self.dict[b] = -1 for b in blacklist: if b < self.validRange: # Find the slot that haven't been used. while maxA...
Solution
python
PyCQA__pylint
tests/functional/t/too/too_few_public_methods.py
{ "start": 62, "end": 260 }
class ____: # [too-few-public-methods] def __init__(self): pass def meth1(self): print(self) def _dontcount(self): print(self) # Don't emit for these cases.
Aaaa
python
mitsuhiko__rye
rye-devtools/src/rye_devtools/common.py
{ "start": 626, "end": 2246 }
class ____(NamedTuple): major: int minor: int patch: int @classmethod def from_str(cls, version: str) -> Self: major, minor, patch = version.split(".", 3) return cls(int(major), int(minor), int(patch)) def __str__(self) -> str: return f"{self.major}.{self.minor}.{self.p...
Version
python
sympy__sympy
sympy/plotting/series.py
{ "start": 57667, "end": 61824 }
class ____(Line2DBaseSeries): is_parametric = True def _set_parametric_line_label(self, label): """Logic to set the correct label to be shown on the plot. If `use_cm=True` there will be a colorbar, so we show the parameter. If `use_cm=False`, there might be a legend, so we show the expr...
ParametricLineBaseSeries
python
PrefectHQ__prefect
tests/server/models/test_variables.py
{ "start": 1411, "end": 3085 }
class ____: async def test_create_variable( self, session, ): current_time = now("UTC") variable = VariableCreate( name="my_variable", value="my-value", tags=["123", "456"] ) model = await create_variable(session, variable) await session.commi...
TestCreateVariable
python
numba__llvmlite
setup.py
{ "start": 2492, "end": 2908 }
class ____(build_ext): def run(self): build_ext.run(self) build_library_files(self.dry_run) # HACK: this makes sure the library file (which is large) is only # included in binary builds, not source builds. from llvmlite.utils import get_library_files self.distributio...
LlvmliteBuildExt
python
aimacode__aima-python
csp.py
{ "start": 37146, "end": 42234 }
class ____: """Solves a CSP with arc consistency and domain splitting""" def __init__(self, csp): """a CSP solver that uses arc consistency * csp is the CSP to be solved """ self.csp = csp def GAC(self, orig_domains=None, to_do=None, arc_heuristic=sat_up): """ ...
ACSolver
python
pandas-dev__pandas
pandas/tests/generic/test_duplicate_labels.py
{ "start": 7471, "end": 13580 }
class ____: @pytest.mark.parametrize( "cls, axes", [ (pd.Series, {"index": ["a", "a"], "dtype": float}), (pd.DataFrame, {"index": ["a", "a"]}), (pd.DataFrame, {"index": ["a", "a"], "columns": ["b", "b"]}), (pd.DataFrame, {"columns": ["b", "b"]}), ...
TestRaises
python
Lightning-AI__lightning
tests/tests_pytorch/trainer/optimization/test_manual_optimization.py
{ "start": 20030, "end": 25093 }
class ____(BoringModel): def __init__(self): super().__init__() self.automatic_optimization = False def loss_ones(self, batch, prediction): # An arbitrary loss to have a loss that updates the model weights during `Trainer.fit` calls return torch.nn.functional.mse_loss(prediction...
TesManualOptimizationDDPModel
python
numpy__numpy
numpy/_core/tests/test_cpu_features.py
{ "start": 1671, "end": 3923 }
class ____: features = [] features_groups = {} features_map = {} features_flags = set() def load_flags(self): # a hook pass def test_features(self): self.load_flags() for gname, features in self.features_groups.items(): test_features = [self.cpu_have...
AbstractTest
python
astropy__astropy
astropy/nddata/utils.py
{ "start": 16358, "end": 34739 }
class ____: """ Create a cutout object from a 2D array. The returned object will contain a 2D cutout array. If ``copy=False`` (default), the cutout array is a view into the original ``data`` array, otherwise the cutout array will contain a copy of the original data. If a `~astropy.wcs.WCS...
Cutout2D
python
PyCQA__pylint
tests/functional/n/name/name_preset_snake_case.py
{ "start": 607, "end": 702 }
class ____(Enum): # [invalid-name] const_with_snake_case = 42 another_const = 43
FooEnum
python
tensorflow__tensorflow
tensorflow/python/autograph/pyct/testing/codegen.py
{ "start": 1905, "end": 1996 }
class ____(NodeSampler): sample_map = dict(((gast.USub, 1), (gast.UAdd, 0)))
UnaryOpSampler
python
langchain-ai__langchain
libs/core/langchain_core/output_parsers/pydantic.py
{ "start": 433, "end": 4464 }
class ____(JsonOutputParser, Generic[TBaseModel]): """Parse an output using a Pydantic model.""" pydantic_object: Annotated[type[TBaseModel], SkipValidation()] """The Pydantic model to parse.""" def _parse_obj(self, obj: dict) -> TBaseModel: try: if issubclass(self.pydantic_object,...
PydanticOutputParser
python
redis__redis-py
tests/test_pubsub.py
{ "start": 23503, "end": 29434 }
class ____: "These tests only validate that we get unicode values back" channel = "uni" + chr(4456) + "code" pattern = "uni" + chr(4456) + "*" data = "abc" + chr(4458) + "123" def make_message(self, type, channel, data, pattern=None): return {"type": type, "channel": channel, "pattern": pa...
TestPubSubAutoDecoding
python
jmcnamara__XlsxWriter
xlsxwriter/test/vml/test_write_shapetype.py
{ "start": 289, "end": 1442 }
class ____(unittest.TestCase): """ Test the Vml _write_shapetype() method. """ def setUp(self): self.fh = StringIO() self.vml = Vml() self.vml._set_filehandle(self.fh) def test_write_comment_shapetype(self): """Test the _write_comment_shapetype() method""" ...
TestWriteVshapetype
python
mlflow__mlflow
mlflow/genai/scorers/registry.py
{ "start": 637, "end": 1180 }
class ____(MlflowException): """Exception thrown when building a scorer store with an unsupported URI""" def __init__(self, unsupported_uri, supported_uri_schemes): message = ( f"Scorer registration functionality is unavailable; got unsupported URI" f" '{unsupported_uri}' for sc...
UnsupportedScorerStoreURIException
python
pytorch__pytorch
test/distributed/checkpoint/_experimental/test_checkpointer.py
{ "start": 16273, "end": 25248 }
class ____(TestCase): """Tests specific to AsyncCheckpointer functionality.""" def setUp(self): super().setUp() # Create a temporary directory for checkpoints self.temp_dir = tempfile.mkdtemp() # Create real objects for testing self.rank_info = RankInfo( glo...
TestAsyncCheckpointerSpecific
python
huggingface__transformers
src/transformers/models/sam3/modeling_sam3.py
{ "start": 86647, "end": 100914 }
class ____(Sam3PreTrainedModel): input_modalities = ["image", "text"] _checkpoint_conversion_mapping = { r"detector_model.(.+)": r"\1" # the regex allows to remove the prefix, and add it back in revert mode } _keys_to_ignore_on_load_unexpected = [ r"^tracker_model.", r"^tracker_...
Sam3Model
python
getsentry__sentry-python
sentry_sdk/integrations/loguru.py
{ "start": 679, "end": 1481 }
class ____(enum.IntEnum): TRACE = 5 DEBUG = 10 INFO = 20 SUCCESS = 25 WARNING = 30 ERROR = 40 CRITICAL = 50 DEFAULT_LEVEL = LoggingLevels.INFO.value DEFAULT_EVENT_LEVEL = LoggingLevels.ERROR.value SENTRY_LEVEL_FROM_LOGURU_LEVEL = { "TRACE": "DEBUG", "DEBUG": "DEBUG", "INFO": ...
LoggingLevels
python
gevent__gevent
src/greentest/3.11/test_socket.py
{ "start": 201450, "end": 204677 }
class ____(unittest.TestCase): class MockSocket(socket.socket): def connect(self, *args): raise TimeoutError('timed out') @contextlib.contextmanager def mocked_socket_module(self): """Return a socket which times out on connect""" old_socket = socket.socket socke...
NetworkConnectionNoServer
python
openai__openai-python
src/openai/types/evals/run_cancel_response.py
{ "start": 6798, "end": 7166 }
class ____(BaseModel): template: List[DataSourceResponsesInputMessagesTemplateTemplate] """A list of chat messages forming the prompt or context. May include variable references to the `item` namespace, ie {{item.name}}. """ type: Literal["template"] """The type of input messages. Always `temp...
DataSourceResponsesInputMessagesTemplate
python
Textualize__textual
src/textual/timer.py
{ "start": 916, "end": 6255 }
class ____: """A class to send timer-based events. Args: event_target: The object which will receive the timer events. interval: The time between timer events, in seconds. name: A name to assign the event (for debugging). callback: An optional callback to invoke when the event i...
Timer
python
PrefectHQ__prefect
src/prefect/server/database/dependencies.py
{ "start": 1315, "end": 6329 }
class ____(TypedDict): database_config: Optional[BaseDatabaseConfiguration] query_components: Optional["BaseQueryComponents"] orm: Optional["BaseORMConfiguration"] interface_class: Optional[type["PrefectDBInterface"]] MODELS_DEPENDENCIES: _ModelDependencies = { "database_config": None, "query_...
_ModelDependencies
python
viewflow__viewflow
viewflow/workflow/flow/views/create.py
{ "start": 1238, "end": 1736 }
class ____( FormLayoutMixin, FormAjaxCompleteMixin, FormDependentSelectMixin, mixins.SuccessMessageMixin, mixins.TaskSuccessUrlMixin, mixins.TaskViewTemplateNames, generic.CreateView, ): template_filename = "start.html" def form_valid(self, form): self.object = form.save() ...
CreateArtifactView
python
plotly__plotly.py
plotly/graph_objs/treemap/marker/colorbar/title/_font.py
{ "start": 233, "end": 9949 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "treemap.marker.colorbar.title" _path_str = "treemap.marker.colorbar.title.font" _valid_props = { "color", "family", "lineposition", "shadow", "size", "style", "textcase", "variant", ...
Font
python
modin-project__modin
asv_bench/benchmarks/io/csv.py
{ "start": 2721, "end": 5065 }
class ____: shapes = get_benchmark_shapes("TimeReadCsvNamesDtype") _dtypes_params = ["Int64", "Int64_Timestamp"] _timestamp_columns = ["col1", "col2"] param_names = ["shape", "names", "dtype"] params = [ shapes, ["array-like"], _dtypes_params, ] def _get_file_id(sel...
TimeReadCsvNamesDtype
python
google__jax
tests/sourcemap_test.py
{ "start": 739, "end": 2366 }
class ____(jtu.JaxTestCase): @parameterized.parameters( (0,), (1,), (2,), (3,), (4,), (5,), (-1,), (-2,), (-3,), (-4,), (123,), (456,), (1024,), (1025,), (2**16,), (2**31 - 1,), ) def test_roundtrip_vlq(self, value): ...
SourceMapTest
python
huggingface__transformers
src/transformers/models/qwen2/modeling_qwen2.py
{ "start": 11909, "end": 12679 }
class ____(nn.Module): def __init__(self, hidden_size, eps: float = 1e-6) -> None: """ Qwen2RMSNorm is equivalent to T5LayerNorm """ super().__init__() self.weight = nn.Parameter(torch.ones(hidden_size)) self.variance_epsilon = eps def forward(self, hidden_states...
Qwen2RMSNorm