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python
mlflow__mlflow
mlflow/store/tracking/dbmodels/models.py
{ "start": 61084, "end": 63077 }
class ____(Base): """ DB model for storing scorer version information. These are recorded in ``scorer_versions`` table. """ __tablename__ = "scorer_versions" scorer_id = Column( String(36), ForeignKey("scorers.scorer_id", ondelete="CASCADE"), nullable=False ) """ Scorer ID:...
SqlScorerVersion
python
python-poetry__poetry
tests/repositories/fixtures/distribution_hashes.py
{ "start": 277, "end": 14366 }
class ____: sha256: str = "" md5: str = "" KNOWN_DISTRIBUTION_HASHES = { "SQLAlchemy-1.2.12.tar.gz": DistributionHash( "b5a127599b3f27847fba6119de0fcb70832a8041b103701a708b7c7d044faa38", "4a2617b5254748828d09349fc4eff6bd", ), "Twisted-18.9.0.tar.bz2": DistributionHash( "433...
DistributionHash
python
numba__numba
numba/tests/test_mixed_tuple_unroller.py
{ "start": 48347, "end": 57418 }
class ____(TestCase): def test_invalid_use_of_unroller(self): @njit def foo(): x = (10, 20) r = 0 for a in literal_unroll(x, x): r += a return r with self.assertRaises(errors.UnsupportedError) as raises: foo() ...
TestMore
python
dagster-io__dagster
python_modules/dagster/dagster/_core/storage/dagster_run.py
{ "start": 24408, "end": 24545 }
class ____(NamedTuple): tag_key: str tag_values: list[str] bucket_limit: Optional[int] @public @record(kw_only=False)
TagBucket
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1585734, "end": 1585904 }
class ____(sgqlc.types.Union): """Types that can represent a repository ruleset bypass actor.""" __schema__ = github_schema __types__ = (App, Team)
BypassActor
python
jazzband__django-waffle
waffle/migrations/0001_initial.py
{ "start": 105, "end": 4472 }
class ____(migrations.Migration): dependencies = [ ('auth', '0001_initial'), migrations.swappable_dependency(settings.AUTH_USER_MODEL), ] operations = [ migrations.CreateModel( name='Flag', fields=[ ('id', models.AutoField(verbose_name='ID', ...
Migration
python
h5py__h5py
h5py/tests/test_datatype.py
{ "start": 470, "end": 1091 }
class ____(TestCase): """ Feature: repr() works sensibly on datatype objects """ def test_repr(self): """ repr() on datatype objects """ name = make_name() self.f[name] = np.dtype('S10') dt = self.f[name] self.assertIsInstance(repr(dt), str) if is_ma...
TestCreation
python
getsentry__sentry
src/sentry/monitors/types.py
{ "start": 905, "end": 1086 }
class ____(TypedDict): """ See `CheckinItem` for definition """ ts: str partition: int message: CheckIn payload: CheckinPayload @dataclass
CheckinItemData
python
django__django
tests/validation/models.py
{ "start": 5677, "end": 6107 }
class ____(models.Model): name = models.CharField(max_length=255) color = models.CharField(max_length=32) rank = models.IntegerField() class Meta: constraints = [ models.UniqueConstraint( fields=["name", "color"], name="name_color_uniq_validation" ), ...
UniqueConstraintProduct
python
huggingface__transformers
tests/models/superpoint/test_modeling_superpoint.py
{ "start": 4095, "end": 9483 }
class ____(ModelTesterMixin, unittest.TestCase): all_model_classes = (SuperPointForKeypointDetection,) if is_torch_available() else () test_resize_embeddings = False has_attentions = False from_pretrained_id = "magic-leap-community/superpoint" def setUp(self): self.model_tester = SuperPoin...
SuperPointModelTest
python
kamyu104__LeetCode-Solutions
Python/encode-and-decode-tinyurl.py
{ "start": 45, "end": 1044 }
class ____(object): def __init__(self): self.__random_length = 6 self.__tiny_url = "http://tinyurl.com/" self.__alphabet = "0123456789abcdefghijklmnopqrstuvwxyzABCDEFGHIJKLMNOPQRSTUVWXYZ" self.__lookup = {} def encode(self, longUrl): """Encodes a URL to a shortened URL. ...
Codec
python
yandexdataschool__Practical_RL
week04_approx_rl/dqn/atari_wrappers.py
{ "start": 715, "end": 2593 }
class ____(Wrapper): def __init__(self, env): """Make end-of-life == end-of-episode, but only reset on true game over. Done by DeepMind for the DQN and co. since it helps value estimation. """ super().__init__(env) self.lives = 0 self.was_real_done = True def ste...
EpisodicLifeEnv
python
apache__airflow
task-sdk/src/airflow/sdk/execution_time/comms.py
{ "start": 24823, "end": 25082 }
class ____(TISkippedDownstreamTasksStatePayload): """Update state of downstream tasks within a task instance to 'skipped', while updating current task to success state.""" type: Literal["SkipDownstreamTasks"] = "SkipDownstreamTasks"
SkipDownstreamTasks
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 112487, "end": 112982 }
class ____(sgqlc.types.Input): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("project_id", "repository_id", "client_mutation_id") project_id = sgqlc.types.Field(sgqlc.types.non_null(ID), graphql_name="projectId") repository_id = sgqlc.types.Field( ...
LinkRepositoryToProjectInput
python
PrefectHQ__prefect
src/prefect/server/schemas/actions.py
{ "start": 35516, "end": 37539 }
class ____(ActionBaseModel): """Data used by the Prefect REST API to create an artifact.""" key: Optional[ArtifactKey] = Field( default=None, description="An optional unique reference key for this artifact." ) type: Optional[str] = Field( default=None, description=( ...
ArtifactCreate
python
scipy__scipy
scipy/sparse/_csr.py
{ "start": 14779, "end": 18601 }
class ____(spmatrix, _csr_base): """ Compressed Sparse Row matrix. This can be instantiated in several ways: csr_matrix(D) where D is a 2-D ndarray csr_matrix(S) with another sparse array or matrix S (equivalent to S.tocsr()) csr_matrix((M, N), [dtype]) ...
csr_matrix
python
django__django
tests/get_earliest_or_latest/tests.py
{ "start": 164, "end": 7223 }
class ____(TestCase): """Tests for the earliest() and latest() objects methods""" @classmethod def setUpClass(cls): super().setUpClass() cls._article_get_latest_by = Article._meta.get_latest_by def tearDown(self): Article._meta.get_latest_by = self._article_get_latest_by d...
EarliestOrLatestTests
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 550519, "end": 550955 }
class ____(sgqlc.types.Type): """An edge in a connection.""" __schema__ = github_schema __field_names__ = ("cursor", "node") cursor = sgqlc.types.Field(sgqlc.types.non_null(String), graphql_name="cursor") """A cursor for use in pagination.""" node = sgqlc.types.Field("CreatedPullRequestReviewC...
CreatedPullRequestReviewContributionEdge
python
walkccc__LeetCode
solutions/2696. Minimum String Length After Removing Substrings/2696.py
{ "start": 0, "end": 325 }
class ____: def minLength(self, s: str) -> int: stack = [] def match(c: str) -> bool: return stack and stack[-1] == c for c in s: if c == 'B' and match('A'): stack.pop() elif c == 'D' and match('C'): stack.pop() else: stack.append(c) return len(stack)...
Solution
python
uqfoundation__dill
dill/_dill.py
{ "start": 36717, "end": 91730 }
class ____(dict): def __ror__(self, a): return a _dictproxy_helper_instance = _dictproxy_helper() __d = {} try: # In CPython 3.9 and later, this trick can be used to exploit the # implementation of the __or__ function of MappingProxyType to get the true # mapping referenced by the proxy. It may...
_dictproxy_helper
python
PyCQA__pylint
tests/functional/n/no/no_member_augassign.py
{ "start": 302, "end": 386 }
class ____: value: int obj_b = B() obj_b.value = 1 + obj_b.value # [no-member]
B
python
django__django
django/contrib/gis/db/models/lookups.py
{ "start": 4376, "end": 4612 }
class ____(GISLookup): """ The 'overlaps_above' operator returns true if A's bounding box overlaps or is above B's bounding box. """ lookup_name = "overlaps_above" @BaseSpatialField.register_lookup
OverlapsAboveLookup
python
django__django
tests/model_forms/models.py
{ "start": 13328, "end": 13659 }
class ____(models.Model): title = models.CharField(max_length=30) _should_error = False def __setattr__(self, key, value): if self._should_error is True: raise ValidationError(message={key: "Cannot set attribute"}, code="invalid") super().__setattr__(key, value)
StrictAssignmentFieldSpecific
python
doocs__leetcode
solution/2400-2499/2424.Longest Uploaded Prefix/Solution.py
{ "start": 0, "end": 404 }
class ____: def __init__(self, n: int): self.r = 0 self.s = set() def upload(self, video: int) -> None: self.s.add(video) while self.r + 1 in self.s: self.r += 1 def longest(self) -> int: return self.r # Your LUPrefix object will be instantiated and ca...
LUPrefix
python
ray-project__ray
python/ray/data/_internal/logical/operators/read_operator.py
{ "start": 551, "end": 7413 }
class ____( AbstractMap, SourceOperator, LogicalOperatorSupportsProjectionPushdown, LogicalOperatorSupportsPredicatePushdown, ): """Logical operator for read.""" # TODO: make this a frozen dataclass. https://github.com/ray-project/ray/issues/55747 def __init__( self, datasou...
Read
python
mlflow__mlflow
mlflow/cli/__init__.py
{ "start": 1463, "end": 37666 }
class ____(click.Group): def get_command(self, ctx, cmd_name): # `mlflow ui` is an alias for `mlflow server` cmd_name = "server" if cmd_name == "ui" else cmd_name return super().get_command(ctx, cmd_name) def _load_env_file(ctx: click.Context, param: click.Parameter, value: str | None) -> ...
AliasedGroup
python
anthropics__anthropic-sdk-python
src/anthropic/resources/beta/messages/messages.py
{ "start": 78307, "end": 153637 }
class ____(AsyncAPIResource): @cached_property def batches(self) -> AsyncBatches: return AsyncBatches(self._client) @cached_property def with_raw_response(self) -> AsyncMessagesWithRawResponse: """ This property can be used as a prefix for any HTTP method call to return ...
AsyncMessages
python
tensorflow__tensorflow
tensorflow/python/ops/parallel_for/control_flow_ops_test.py
{ "start": 75041, "end": 75777 }
class ____(PForTestCase): @test_util.run_v1_only("b/122612051") def test_dynamic_rnn(self): pfor_outputs, tf_outputs = create_dynamic_lstm(rnn_cell.BasicRNNCell, 3, 5, 7) self.run_and_assert_equal(pfor_outputs, tf_outputs) @test_util.run_v1_only("b/1226...
RNNTest
python
django__django
tests/admin_scripts/tests.py
{ "start": 96520, "end": 115353 }
class ____(LiveServerTestCase, AdminScriptTestCase): available_apps = [ "admin_scripts", "django.contrib.auth", "django.contrib.contenttypes", "django.contrib.sessions", ] def test_wrong_args(self): """ Passing the wrong kinds of arguments outputs an error an...
StartProject
python
huggingface__transformers
tests/models/gemma3/test_modeling_gemma3.py
{ "start": 20447, "end": 49630 }
class ____(unittest.TestCase): def setUp(self): self.processor = Gemma3Processor.from_pretrained("google/gemma-3-4b-it", padding_side="left") url = "https://huggingface.co/datasets/hf-internal-testing/fixtures-captioning/resolve/main/cow_beach_1.png" self.messages = [ {"role": "...
Gemma3IntegrationTest
python
allegroai__clearml
clearml/model.py
{ "start": 107380, "end": 107472 }
class ____(object): def wait(self, *_: Any, **__: Any) -> bool: return True
Waitable
python
numba__numba
numba/core/types/abstract.py
{ "start": 9641, "end": 9724 }
class ____(Type): """ Base class for objects that support len() """
Sized
python
keon__algorithms
algorithms/linkedlist/add_two_numbers.py
{ "start": 398, "end": 1792 }
class ____: def __init__(self, x): self.val = x self.next = None def add_two_numbers(left: Node, right: Node) -> Node: head = Node(0) current = head sum = 0 while left or right: print("adding: ", left.val, right.val) sum //= 10 if left: sum += le...
Node
python
ray-project__ray
python/ray/tune/tests/_test_trial_runner_callbacks.py
{ "start": 1765, "end": 2172 }
class ____(RayTrialExecutor): def __init__(self): super().__init__() self.next_future_result = None def start_trial(self, trial: Trial): trial.status = Trial.RUNNING return True def continue_training(self, trial: Trial): pass def get_next_executor_event(self, l...
_MockTrialExecutor
python
pytorch__pytorch
torch/_inductor/constant_folding.py
{ "start": 2510, "end": 15243 }
class ____(torch.fx.Interpreter): def __init__( self, gm: torch.fx.GraphModule, skip_constructors: bool = False, lifted_constant_names: Optional[list[str]] = None, skip_folding_node_fn: Optional[Callable[[torch.fx.Node], bool]] = None, ) -> None: super().__init__(...
ConstantFolder
python
apache__airflow
task-sdk/tests/task_sdk/definitions/test_dag.py
{ "start": 24145, "end": 24338 }
class ____(BaseOperator): """ An operator that does nothing. Used to test Dag cycle detection. """ def execute(self, context: Context) -> None: pass
DoNothingOperator
python
apache__avro
lang/py/avro/test/test_compatibility.py
{ "start": 14153, "end": 37754 }
class ____(unittest.TestCase): def test_simple_schema_promotion(self): field_alias_reader = parse( json.dumps( { "name": "foo", "type": "record", "fields": [{"type": "int", "name": "bar", "aliases": ["f1"]}], ...
TestCompatibility
python
pandas-dev__pandas
pandas/core/window/expanding.py
{ "start": 727, "end": 44356 }
class ____(RollingAndExpandingMixin): """ Provide expanding window calculations. An expanding window yields the value of an aggregation statistic with all the data available up to that point in time. Parameters ---------- min_periods : int, default 1 Minimum number of observations ...
Expanding
python
django-extensions__django-extensions
tests/management/commands/test_reset_db.py
{ "start": 6180, "end": 9436 }
class ____(TestCase): """Tests for reset_db command and sqlite3 engine.""" @mock.patch("sys.stdout", new_callable=StringIO) @mock.patch("django_extensions.management.commands.reset_db.input") def test_should_cancel_reset_db_if_input_is_different_than_yes( self, m_input, m_stdout ): ...
ResetDbPostgresqlTests
python
ipython__ipython
IPython/lib/demo.py
{ "start": 20371, "end": 21642 }
class ____(Demo): """Demo where each line is executed as a separate block. The input script should be valid Python code. This class doesn't require any markup at all, and it's meant for simple scripts (with no nesting or any kind of indentation) which consist of multiple lines of input to be execu...
LineDemo
python
huggingface__transformers
tests/models/llava_next_video/test_video_processing_llava_next_video.py
{ "start": 1049, "end": 3249 }
class ____: def __init__( self, parent, batch_size=5, num_frames=8, num_channels=3, min_resolution=30, max_resolution=80, do_resize=True, size=None, do_center_crop=True, crop_size=None, do_normalize=True, image_m...
LlavaNextVideoProcessingTester
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 216606, "end": 216948 }
class ____(sgqlc.types.Type): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("client_mutation_id", "status") client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId") status = sgqlc.types.Field("UserStatus", graphql_name="status")...
ChangeUserStatusPayload
python
dagster-io__dagster
python_modules/dagster/dagster/_core/definitions/metadata/metadata_value.py
{ "start": 22941, "end": 23528 }
class ____(MetadataValue[str]): """Container class for markdown metadata entry data. Args: md_str (Optional[str]): The markdown as a string. """ md_str: PublicAttr[Optional[str]] = "" @public @property def value(self) -> str: """Optional[str]: The wrapped markdown as a str...
MarkdownMetadataValue
python
pandas-dev__pandas
pandas/tests/test_expressions.py
{ "start": 2114, "end": 14893 }
class ____: @staticmethod def call_op(df, other, flex: bool, opname: str): if flex: op = lambda x, y: getattr(x, opname)(y) op.__name__ = opname else: op = getattr(operator, opname) with option_context("compute.use_numexpr", False): expect...
TestExpressions
python
jazzband__django-oauth-toolkit
tests/test_token_view.py
{ "start": 4322, "end": 8017 }
class ____(TestAuthorizedTokenViews): """ Tests for the Authorized Token DeleteView """ def test_delete_view_authorization_required(self): """ Test that the view redirects to login page if user is not logged-in. """ self.token = AccessToken.objects.create( us...
TestAuthorizedTokenDeleteView
python
celery__celery
celery/app/registry.py
{ "start": 279, "end": 2001 }
class ____(dict): """Map of registered tasks.""" NotRegistered = NotRegistered def __missing__(self, key): raise self.NotRegistered(key) def register(self, task): """Register a task in the task registry. The task will be automatically instantiated if not already an in...
TaskRegistry
python
kamyu104__LeetCode-Solutions
Python/replace-words.py
{ "start": 84, "end": 783 }
class ____(object): def replaceWords(self, dictionary, sentence): """ :type dictionary: List[str] :type sentence: str :rtype: str """ _trie = lambda: collections.defaultdict(_trie) trie = _trie() for word in dictionary: reduce(dict.__getite...
Solution
python
getsentry__sentry
src/sentry/incidents/utils/types.py
{ "start": 122, "end": 258 }
class ____(TypedDict): entity: str subscription_id: str values: Any timestamp: datetime @dataclass
QuerySubscriptionUpdate
python
tensorflow__tensorflow
tensorflow/python/ops/linalg/linear_operator_householder.py
{ "start": 1446, "end": 11311 }
class ____(linear_operator.LinearOperator): """`LinearOperator` acting like a [batch] of Householder transformations. This operator acts like a [batch] of householder reflections with shape `[B1,...,Bb, N, N]` for some `b >= 0`. The first `b` indices index a batch member. For every batch index `(i1,...,ib)`,...
LinearOperatorHouseholder
python
numba__numba
numba/tests/test_interproc.py
{ "start": 236, "end": 1099 }
class ____(unittest.TestCase): def test_bar_call_foo(self): global cfoo cfoo = jit((int32, int32), nopython=True)(foo) cbar = jit((int32, int32), nopython=True)(bar) self.assertEqual(cbar(1, 2), 1 + 2 + 2) def test_bar_call_foo_compiled_twice(self): # When a function is...
TestInterProc
python
huggingface__transformers
src/transformers/models/exaone4/modular_exaone4.py
{ "start": 20910, "end": 20987 }
class ____(LlamaForTokenClassification): pass
Exaone4ForTokenClassification
python
great-expectations__great_expectations
great_expectations/exceptions/exceptions.py
{ "start": 12339, "end": 12428 }
class ____(DatasourceInitializationError): pass
DatasourceKeyPairAuthBadPassphraseError
python
pypa__pipenv
pipenv/patched/pip/_vendor/rich/tree.py
{ "start": 380, "end": 8446 }
class ____(JupyterMixin): """A renderable for a tree structure. Attributes: ASCII_GUIDES (GuideType): Guide lines used when Console.ascii_only is True. TREE_GUIDES (List[GuideType, GuideType, GuideType]): Default guide lines. Args: label (RenderableType): The renderable or str for ...
Tree
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_managed_kafka.py
{ "start": 14778, "end": 16180 }
class ____: @mock.patch(MANAGED_KAFKA_PATH.format("types.ListConsumerGroupsResponse.to_dict")) @mock.patch(MANAGED_KAFKA_PATH.format("types.ConsumerGroup.to_dict")) @mock.patch(MANAGED_KAFKA_PATH.format("ManagedKafkaHook")) def test_execute(self, mock_hook, to_cluster_dict_mock, to_clusters_dict_mock): ...
TestManagedKafkaListConsumerGroupsOperator
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/sql/ddl.py
{ "start": 33290, "end": 34021 }
class ____(TableDropDDL): """Represent a DROP TABLE statement.""" __visit_name__ = "drop_table" def __init__(self, element: Table, if_exists: bool = False) -> None: """Create a :class:`.DropTable` construct. :param element: a :class:`_schema.Table` that's the subject of the DROP....
DropTable
python
encode__httpx
httpx/_client.py
{ "start": 19412, "end": 42349 }
class ____(BaseClient): """ An HTTP client, with connection pooling, HTTP/2, redirects, cookie persistence, etc. It can be shared between threads. Usage: ```python >>> client = httpx.Client() >>> response = client.get('https://example.org') ``` **Parameters:** * **auth** - *...
Client
python
kamyu104__LeetCode-Solutions
Python/count-lattice-points-inside-a-circle.py
{ "start": 80, "end": 538 }
class ____(object): def countLatticePoints(self, circles): """ :type circles: List[List[int]] :rtype: int """ lookup = set() for x, y, r in circles: for i in xrange(-r, r+1): for j in xrange(-r, r+1): if i**2+j**2 <= r**...
Solution
python
getsentry__sentry
tests/sentry/api/endpoints/test_organization_releases.py
{ "start": 94996, "end": 98712 }
class ____(ReleaseCommitPatchTest): @cached_property def url(self): return reverse( "sentry-api-0-organization-releases", kwargs={"organization_id_or_slug": self.org.slug} ) def test_commits_with_patch_set(self) -> None: response = self.client.post( self.url,...
OrganizationReleaseCreateCommitPatch
python
pytorch__pytorch
test/dynamo/test_higher_order_ops.py
{ "start": 158036, "end": 160426 }
class ____(torch.nn.Module): def forward(self, L_x_: "f32[5]"): l_x_ = L_x_ _saved_tensors_hooks_disable = torch._C._autograd._saved_tensors_hooks_disable("torch.func.{grad, vjp, jacrev, hessian} don't yet support saved tensor hooks. Please open an issue with your use case."); _saved_tensors_hooks...
GraphModule
python
huggingface__transformers
tests/models/phi4_multimodal/test_modeling_phi4_multimodal.py
{ "start": 9398, "end": 15196 }
class ____(unittest.TestCase): checkpoint_path = "microsoft/Phi-4-multimodal-instruct" revision = "refs/pr/70" image_url = "https://huggingface.co/datasets/huggingface/documentation-images/resolve/main/transformers/tasks/australia.jpg" audio_url = "https://huggingface.co/datasets/raushan-testing-hf/audi...
Phi4MultimodalIntegrationTest
python
spack__spack
var/spack/test_repos/spack_repo/builtin_mock/packages/conditional_virtual_dependency/package.py
{ "start": 216, "end": 573 }
class ____(Package): """Brings in a virtual dependency if certain conditions are met.""" homepage = "https://dev.null" version("1.0") variant("stuff", default=True, description="nope") variant("mpi", default=False, description="nope") depends_on("stuff", when="+stuff") depends_on("mpi", ...
ConditionalVirtualDependency
python
xlwings__xlwings
xlwings/conversion/standard.py
{ "start": 5309, "end": 5716 }
class ____: def __init__(self, options): self.options = options def __call__(self, ctx): if Markdown and isinstance(ctx.source_value, Markdown): markdown.format_text( ctx.range, ctx.source_value.text, ctx.source_value.style ) if "formatter" in sel...
FormatStage
python
keras-team__keras
keras/src/layers/preprocessing/image_preprocessing/solarization.py
{ "start": 370, "end": 8015 }
class ____(BaseImagePreprocessingLayer): """Applies `(max_value - pixel + min_value)` for each pixel in the image. When created without `threshold` parameter, the layer performs solarization to all values. When created with specified `threshold` the layer only augments pixels that are above the `thresh...
Solarization
python
scrapy__scrapy
tests/test_downloader_handler_twisted_http2.py
{ "start": 6864, "end": 6958 }
class ____(H2DownloadHandlerMixin, TestHttpsWrongHostnameBase): pass
TestHttps2WrongHostname
python
astropy__astropy
astropy/io/votable/exceptions.py
{ "start": 32155, "end": 32837 }
class ____(VOTableSpecWarning): """ ``VALUES`` elements that reference another element should not have their own content. From the VOTable 1.2 spec: The ``ref`` attribute of a ``VALUES`` element can be used to avoid a repetition of the domain definition, by referring to a previ...
W44
python
pytorch__pytorch
test/mobile/model_test/nn_ops.py
{ "start": 2874, "end": 4077 }
class ____(torch.nn.Module): def __init__(self) -> None: super().__init__() self.input1d = torch.randn(1, 4, 50) self.module1d = nn.ModuleList( [ nn.ReflectionPad1d(2), nn.ReplicationPad1d(2), nn.ConstantPad1d(2, 3.5), ]...
NNPaddingModule
python
ansible__ansible
lib/ansible/_internal/_ssh/_ssh_agent.py
{ "start": 4300, "end": 4883 }
class ____(int, VariableSized): def to_blob(self) -> bytes: if self < 0: raise ValueError("negative mpint not allowed") if not self: return b"" nbytes = (self.bit_length() + 8) // 8 ret = bytearray(self.to_bytes(length=nbytes, byteorder='big')) ret[:0]...
mpint
python
wandb__wandb
wandb/automations/_generated/input_types.py
{ "start": 352, "end": 819 }
class ____(GQLInput): entity_name: str = Field(alias="entityName") url_endpoint: str = Field(alias="urlEndpoint") name: str = Field(max_length=64, pattern="^[-\\w]+([ ]+[-\\w]+)*$") secret_ref: Optional[str] = Field(alias="secretRef", default=None) access_token_ref: Optional[str] = Field(alias="acce...
CreateGenericWebhookIntegrationInput
python
pytorch__pytorch
torch/fx/experimental/proxy_tensor.py
{ "start": 43659, "end": 43739 }
class ____: proxy: _PySymProxyType value: PySymType
_SympyExprTrackerValue
python
tensorflow__tensorflow
tensorflow/python/checkpoint/checkpoint.py
{ "start": 86102, "end": 114922 }
class ____(autotrackable.AutoTrackable): """Manages saving/restoring trackable values to disk. TensorFlow objects may contain trackable state, such as `tf.Variable`s, `tf.keras.optimizers.Optimizer` implementations, `tf.data.Dataset` iterators, `tf.keras.Layer` implementations, or `tf.keras.Model` implementat...
Checkpoint
python
pytorch__pytorch
torch/fx/experimental/migrate_gradual_types/constraint.py
{ "start": 10451, "end": 11986 }
class ____(Constraint): def __init__( self, conv_result, input_var, c_out, kernel, padding, stride, dilation, matching_constraint_vars, ): """ :param conv_result: the convolution result :param input_var: input to con...
CalcConv
python
apache__airflow
providers/edge3/src/airflow/providers/edge3/worker_api/datamodels_ui.py
{ "start": 1534, "end": 1669 }
class ____(BaseModel): """Worker Collection serializer.""" workers: list[Worker] total_entries: int
WorkerCollectionResponse
python
jina-ai__jina
jina/proto/docarray_v1/pb/jina_pb2_grpc.py
{ "start": 9234, "end": 10053 }
class ____(object): """* jina streaming gRPC service. """ @staticmethod def Call( request_iterator, target, options=(), channel_credentials=None, call_credentials=None, insecure=False, compression=None, wait_for_ready=None, tim...
JinaRPC
python
huggingface__transformers
tests/models/bark/test_modeling_bark.py
{ "start": 36328, "end": 48323 }
class ____(unittest.TestCase): @cached_property def model(self): return BarkModel.from_pretrained("suno/bark", revision="refs/pr/25", trust_remote_code=True).to(torch_device) @cached_property def processor(self): return BarkProcessor.from_pretrained("suno/bark") @cached_property ...
BarkModelIntegrationTests
python
pypa__setuptools
setuptools/tests/test_manifest.py
{ "start": 3967, "end": 9266 }
class ____(TempDirTestCase): def setup_method(self, method): super().setup_method(method) f = open(os.path.join(self.temp_dir, 'setup.py'), 'w', encoding="utf-8") f.write(SETUP_PY) f.close() """ Create a file tree like: - LICENSE - README.rst ...
TestManifestTest
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/orm/util.py
{ "start": 21850, "end": 29042 }
class ____( inspection.Inspectable["AliasedInsp[_O]"], ORMColumnsClauseRole[_O] ): r"""Represents an "aliased" form of a mapped class for usage with Query. The ORM equivalent of a :func:`~sqlalchemy.sql.expression.alias` construct, this object mimics the mapped class using a ``__getattr__`` scheme ...
AliasedClass
python
apache__airflow
providers/standard/src/airflow/providers/standard/operators/trigger_dagrun.py
{ "start": 4034, "end": 19358 }
class ____(BaseOperator): """ Triggers a DAG run for a specified DAG ID. Note that if database isolation mode is enabled, not all features are supported. :param trigger_dag_id: The ``dag_id`` of the DAG to trigger (templated). :param trigger_run_id: The run ID to use for the triggered DAG run (tem...
TriggerDagRunOperator
python
explosion__spaCy
setup.py
{ "start": 3001, "end": 3398 }
class ____: def build_options(self): for e in self.extensions: e.extra_compile_args += COMPILE_OPTIONS.get( self.compiler.compiler_type, COMPILE_OPTIONS["other"] ) for e in self.extensions: e.extra_link_args += LINK_OPTIONS.get( sel...
build_ext_options
python
lazyprogrammer__machine_learning_examples
unsupervised_class2/xwing.py
{ "start": 1238, "end": 3879 }
class ____(object): def __init__(self, hidden_layer_sizes): self.hidden_layer_sizes = hidden_layer_sizes def fit(self, X, learning_rate=0.5, mu=0.99, epochs=50, batch_sz=100, show_fig=False): # cast hyperparams learning_rate = np.float32(learning_rate) mu = np.float32(mu) ...
DeepAutoEncoder
python
huggingface__transformers
src/transformers/models/clap/processing_clap.py
{ "start": 768, "end": 1495 }
class ____(ProcessorMixin): r""" Constructs a CLAP processor which wraps a CLAP feature extractor and a RoBerta tokenizer into a single processor. [`ClapProcessor`] offers all the functionalities of [`ClapFeatureExtractor`] and [`RobertaTokenizerFast`]. See the [`~ClapProcessor.__call__`] and [`~ClapPr...
ClapProcessor
python
scipy__scipy
scipy/optimize/_nonlin.py
{ "start": 31694, "end": 35949 }
class ____(GenericBroyden): """ Find a root of a function, using (extended) Anderson mixing. The Jacobian is formed by for a 'best' solution in the space spanned by last `M` vectors. As a result, only a MxM matrix inversions and MxN multiplications are required. [Ey]_ Parameters ----------...
Anderson
python
ray-project__ray
python/ray/air/integrations/wandb.py
{ "start": 17129, "end": 29081 }
class ____(LoggerCallback): """WandbLoggerCallback Weights and biases (https://www.wandb.ai/) is a tool for experiment tracking, model optimization, and dataset versioning. This Ray Tune ``LoggerCallback`` sends metrics to Wandb for automatic tracking and visualization. Example: .. te...
WandbLoggerCallback
python
apache__airflow
airflow-core/src/airflow/api_fastapi/auth/middlewares/refresh_token.py
{ "start": 1293, "end": 3099 }
class ____(BaseHTTPMiddleware): """ Middleware to handle JWT token refresh. This middleware: 1. Extracts JWT token from cookies and build the user from the token 2. Calls ``refresh_user`` method from auth manager with the user 3. If ``refresh_user`` returns a user, generate a JWT token based up...
JWTRefreshMiddleware
python
joke2k__faker
faker/providers/person/es_CL/__init__.py
{ "start": 141, "end": 58496 }
class ____(PersonProvider): formats_male = OrderedDict( [ ("{{given_name_male}} {{last_name}} {{last_name}}", 0.55), ("{{first_name_male}} {{last_name}} {{last_name}}", 0.25), ("{{first_name_male}} {{last_name}}", 0.17), ("{{given_name_male}} {{last_name}}-{{l...
Provider
python
weaviate__weaviate-python-client
weaviate/collections/classes/grpc.py
{ "start": 19386, "end": 19466 }
class ____(_QueryReference): target_collection: str
_QueryReferenceMultiTarget
python
Farama-Foundation__Gymnasium
gymnasium/envs/phys2d/cartpole.py
{ "start": 8796, "end": 9890 }
class ____(FunctionalJaxVectorEnv, EzPickle): """Jax-based implementation of the vectorized CartPole environment.""" metadata = { "render_modes": ["rgb_array"], "render_fps": 50, "jax": True, "autoreset_mode": AutoresetMode.NEXT_STEP, } def __init__( self, ...
CartPoleJaxVectorEnv
python
numba__numba
numba/core/types/misc.py
{ "start": 3455, "end": 3825 }
class ____(Type): """ Pointer to a Numba "meminfo" (i.e. the information for a managed piece of memory). """ mutable = True def __init__(self, dtype): self.dtype = dtype name = "memory-managed *%s" % dtype super(MemInfoPointer, self).__init__(name) @property def...
MemInfoPointer
python
walkccc__LeetCode
solutions/1659. Maximize Grid Happiness/1659.py
{ "start": 0, "end": 2113 }
class ____: def getMaxGridHappiness( self, m: int, n: int, introvertsCount: int, extrovertsCount: int, ) -> int: def getPlacementCost( i: int, j: int, inMask: int, exMask: int, diff: int, ) -> int: """Calculates the cost based on le...
Solution
python
getsentry__sentry
src/sentry/api/bases/organization.py
{ "start": 6225, "end": 6440 }
class ____(OrganizationPermission): scope_map = { "GET": ["org:read"], "POST": ["org:admin"], "PUT": ["org:admin"], "DELETE": ["org:admin"], }
OrganizationAuthProviderPermission
python
ray-project__ray
python/ray/llm/_internal/common/utils/cloud_utils.py
{ "start": 11289, "end": 16164 }
class ____: """A cache that works with both sync and async fetch functions. The purpose of this data structure is to cache the result of a function call usually used to fetch a value from a cloud object store. The idea is this: - Cloud operations are expensive - In LoRA specifically, we would ...
CloudObjectCache
python
pytorch__pytorch
torch/_inductor/pattern_matcher.py
{ "start": 28823, "end": 28893 }
class ____(_TargetExprVarArgs): op = "call_method"
CallMethodVarArgs
python
mahmoud__boltons
boltons/socketutils.py
{ "start": 25631, "end": 26146 }
class ____(socket.timeout, Error): """Inheriting from :exc:`socket.timeout`, Timeout is used to indicate when a socket operation did not complete within the time specified. Raised from any of :class:`BufferedSocket`'s ``recv`` methods. """ def __init__(self, timeout, extra=""): msg = 'so...
Timeout
python
ApeWorX__ape
src/ape/api/providers.py
{ "start": 7160, "end": 32211 }
class ____(BaseInterfaceModel): """ An abstraction of a connection to a network in an ecosystem. Example ``ProviderAPI`` implementations include the `ape-infura <https://github.com/ApeWorX/ape-infura>`__ plugin or the `ape-hardhat <https://github.com/ApeWorX/ape-hardhat>`__ plugin. """ # TODO: ...
ProviderAPI
python
altair-viz__altair
altair/vegalite/v6/schema/core.py
{ "start": 1557053, "end": 1557263 }
class ____(SingleTimeUnit): """UtcSingleTimeUnit schema wrapper.""" _schema = {"$ref": "#/definitions/UtcSingleTimeUnit"} def __init__(self, *args): super().__init__(*args)
UtcSingleTimeUnit
python
pytorch__pytorch
torch/_inductor/compiler_bisector.py
{ "start": 511, "end": 2401 }
class ____(BinarySubsystem): name: str = field(init=False) config_name: str config_field: str config_value: object def __post_init__(self) -> None: self.name = f"{self.config_name}_{self.config_field}" # Dictionary of backend -> subsystems BACKENDS: dict[str, list[Subsystem]] = { # ru...
ConfigChange
python
getsentry__sentry
tests/sentry/middleware/test_access_log_middleware.py
{ "start": 12185, "end": 12408 }
class ____(LogCaptureAPITestCase): endpoint = "dummy-fail-endpoint" def test_access_log_fail(self) -> None: self.get_error_response(status_code=500) self.assert_access_log_recorded()
TestAccessLogFail
python
tensorflow__tensorflow
tensorflow/python/autograph/pyct/static_analysis/reaching_fndefs.py
{ "start": 1232, "end": 2161 }
class ____(object): """Abstraction for the state of the CFG walk for reaching definition analysis. This is a value type. Only implements the strictly necessary operators. Attributes: value: Dict[qual_names.QN, Set[Definition, ...]], the defined symbols and their possible definitions """ def __i...
_NodeState
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeNarrowingIsinstance6.py
{ "start": 1097, "end": 1137 }
class ____(Generic[_T2]): pass
ParentB
python
keras-team__keras
keras/src/ops/image.py
{ "start": 20209, "end": 25505 }
class ____(Operation): def __init__( self, size, strides=None, dilation_rate=1, padding="valid", data_format=None, *, name=None, ): super().__init__(name=name) if isinstance(size, int): size = (size, size) self.s...
ExtractPatches
python
gevent__gevent
src/gevent/tests/test__greenlet.py
{ "start": 27555, "end": 27673 }
class ____(TestKill): def _start_greenlet(self, g): g.start_later(timing.LARGE_TICK)
TestKillAfterStartLater