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python
qdrant__qdrant-client
qdrant_client/http/models/models.py
{ "start": 81845, "end": 82071 }
class ____(BaseModel): ongoing_create_snapshot_requests: int = Field(..., description="") is_recovering: bool = Field(..., description="") recovery_timestamp: int = Field(..., description="")
PartialSnapshotTelemetry
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/compute.py
{ "start": 3228, "end": 10961 }
class ____(ComputeEngineBaseOperator): """ Creates an Instance in Google Compute Engine based on specified parameters. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:ComputeEngineInsertInstanceOperator` :param body: Instanc...
ComputeEngineInsertInstanceOperator
python
doocs__leetcode
solution/1100-1199/1138.Alphabet Board Path/Solution.py
{ "start": 0, "end": 572 }
class ____: def alphabetBoardPath(self, target: str) -> str: i = j = 0 ans = [] for c in target: v = ord(c) - ord("a") x, y = v // 5, v % 5 while j > y: j -= 1 ans.append("L") while i > x: i -= 1 ...
Solution
python
pytorch__pytorch
test/test_cpp_extensions_aot.py
{ "start": 14464, "end": 15881 }
class ____(common.TestCase): def setUp(self): super().setUp() @xfailIfTorchDynamo def test_rng(self): fourty_two = torch.full((10,), 42, dtype=torch.int64) t = torch.empty(10, dtype=torch.int64).random_() self.assertNotEqual(t, fourty_two) gen = torch.Generator(dev...
TestRNGExtension
python
kubernetes-client__python
kubernetes/client/models/apiextensions_v1_webhook_client_config.py
{ "start": 383, "end": 8076 }
class ____(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attri...
ApiextensionsV1WebhookClientConfig
python
joke2k__faker
faker/providers/automotive/it_IT/__init__.py
{ "start": 48, "end": 312 }
class ____(AutomotiveProvider): """Implement automotive provider for ``it_IT`` locale. Sources: - https://en.wikipedia.org/wiki/Vehicle_registration_plates_of_Italy """ license_formats = ( # 1994-present "??###??", )
Provider
python
getsentry__sentry
tests/sentry/api/endpoints/test_organization_spans_fields_stats.py
{ "start": 182, "end": 6580 }
class ____(BaseSpansTestCase, APITestCase): is_eap = True view = "sentry-api-0-organization-spans-fields-stats" def setUp(self) -> None: super().setUp() self.login_as(user=self.user) def do_request(self, query=None, features=None, **kwargs): if features is None: fea...
OrganizationSpansFieldsStatsEndpointTest
python
facebookresearch__faiss
tests/test_search_params.py
{ "start": 13308, "end": 17320 }
class ____(unittest.TestCase): def do_test_with_param( self, index_key, ps_params, params): """ Test equivalence between setting 1. param_name_2 = value with ParameterSpace 2. pass in a SearchParameters with param_name = value """ ds = datasets.SyntheticD...
TestSearchParams
python
ray-project__ray
python/ray/data/_internal/logical/operators/from_operators.py
{ "start": 2922, "end": 3010 }
class ____(AbstractFrom): """Logical operator for `from_arrow`.""" pass
FromArrow
python
huggingface__transformers
src/transformers/models/align/modeling_align.py
{ "start": 9526, "end": 11014 }
class ____(nn.Module): r""" This corresponds to the depthwise convolution phase of each block in the original implementation. """ def __init__( self, config: AlignVisionConfig, in_dim: int, stride: int, kernel_size: int, adjust_padding: bool, ): ...
AlignVisionDepthwiseLayer
python
xlwings__xlwings
xlwings/constants.py
{ "start": 112195, "end": 112321 }
class ____: xlScaleLinear = -4132 # from enum XlScaleType xlScaleLogarithmic = -4133 # from enum XlScaleType
ScaleType
python
has2k1__plotnine
plotnine/scales/scale_identity.py
{ "start": 2350, "end": 2410 }
class ____(scale_color_identity): pass
scale_colour_identity
python
plotly__plotly.py
tests/test_core/test_figure_widget_backend/test_validate_no_frames.py
{ "start": 196, "end": 1038 }
class ____(TestCase): if figure_widget_available: def test_no_frames_in_constructor_kwarg(self): with pytest.raises(ValueError): go.FigureWidget(frames=[{}]) def test_emtpy_frames_ok_as_constructor_kwarg(self): go.FigureWidget(frames=[]) def test_no...
TestNoFrames
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 875072, "end": 875484 }
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("PullRequestReviewComment"...
PullRequestReviewCommentEdge
python
ray-project__ray
python/ray/tests/test_async_compat.py
{ "start": 481, "end": 549 }
class ____: def sync_fn(self) -> None: pass
NoAsyncMethods
python
GoogleCloudPlatform__python-docs-samples
appengine/standard_python3/bundled-services/blobstore/wsgi/main.py
{ "start": 867, "end": 1533 }
class ____: def __call__(self, environ, start_response): upload_url = blobstore.create_upload_url("/upload_photo") response = """ <html><body> <form action="{}" method="POST" enctype="multipart/form-data"> Upload File: <input type="file" name=...
UploadFormHandler
python
ray-project__ray
python/ray/data/_internal/logical/rules/configure_map_task_memory.py
{ "start": 2591, "end": 3709 }
class ____(ConfigureMapTaskMemoryRule): def estimate_per_task_memory_requirement(self, op: MapOperator) -> Optional[int]: # Typically, this configuration won't make a difference because # `average_bytes_per_output` is usually ~128 MiB and each core usually has # 4 GiB of memory. However, if ...
ConfigureMapTaskMemoryUsingOutputSize
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typedDict16.py
{ "start": 140, "end": 173 }
class ____(TD0): value: str
TD1
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pyupgrade/UP004.py
{ "start": 80, "end": 120 }
class ____( object, # ): ...
A
python
dagster-io__dagster
python_modules/dagster/dagster_tests/core_tests/test_external_execution_plan.py
{ "start": 10098, "end": 12112 }
class ____(CacheableAssetsDefinition): _cacheable_data = AssetsDefinitionCacheableData( keys_by_output_name={"result": dg.AssetKey("foo")}, metadata_by_output_name={ "result": { "some_val": MetadataValue.table_schema( schema=dg.TableSchema(columns=[dg....
MyCacheableAssetsDefinition
python
sympy__sympy
sympy/plotting/series.py
{ "start": 81513, "end": 96570 }
class ____(BaseSeries): """Representation for 2D Implicit plot.""" is_implicit = True use_cm = False _N = 100 def __init__(self, expr, var_start_end_x, var_start_end_y, label="", **kwargs): super().__init__(**kwargs) self.adaptive = kwargs.get("adaptive", False) self.expr =...
ImplicitSeries
python
pytorch__pytorch
test/export/test_lift_unlift.py
{ "start": 14455, "end": 15620 }
class ____(TestCase): def setUp(self): super().setUp() load_torchbind_test_lib() def test_dict_api(self): constant_attr_map = ConstantAttrMap() const_obj = torch.classes._TorchScriptTesting._Foo(10, 20) const_tensor = torch.ones(2, 3) constant_attr_map.add(const_...
ConstantAttrMapTest
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 349989, "end": 350298 }
class ____(sgqlc.types.Type): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("cursor", "node") cursor = sgqlc.types.Field(sgqlc.types.non_null(String), graphql_name="cursor") node = sgqlc.types.Field(GitActor, graphql_name="node")
GitActorEdge
python
pypa__packaging
tests/test_metadata.py
{ "start": 253, "end": 10108 }
class ____: @pytest.mark.parametrize("raw_field", sorted(metadata._STRING_FIELDS)) def test_non_repeating_fields_only_once(self, raw_field: str) -> None: data = "VaLuE" header_field = metadata._RAW_TO_EMAIL_MAPPING[raw_field] single_header = f"{header_field}: {data}" raw, unparse...
TestRawMetadata
python
getsentry__sentry
src/sentry/uptime/models.py
{ "start": 6985, "end": 10572 }
class ____(DataSourceTypeHandler[UptimeSubscription]): @override @staticmethod def bulk_get_query_object( data_sources: list[DataSource], ) -> dict[int, UptimeSubscription | None]: uptime_subscription_ids: list[int] = [] for ds in data_sources: try: u...
UptimeSubscriptionDataSourceHandler
python
django__django
tests/dbshell/tests.py
{ "start": 202, "end": 613 }
class ____(SimpleTestCase): def test_command_missing(self): msg = ( "You appear not to have the %r program installed or on your path." % connection.client.executable_name ) with self.assertRaisesMessage(CommandError, msg): with mock.patch("subprocess.run",...
DbshellCommandTestCase
python
ethereum__web3.py
web3/_utils/ens.py
{ "start": 1053, "end": 1294 }
class ____: def __init__(self, name_addr_pairs: dict[str, ChecksumAddress]) -> None: self.registry = dict(name_addr_pairs) def address(self, name: str) -> ChecksumAddress: return self.registry.get(name, None)
StaticENS
python
allegroai__clearml
clearml/backend_api/services/v2_20/tasks.py
{ "start": 302963, "end": 323837 }
class ____(Response): """ Response of tasks.get_by_id endpoint. :param task: Task info :type task: Task """ _service = "tasks" _action = "get_by_id" _version = "2.20" _schema = { "definitions": { "artifact": { "properties": { ...
GetByIdResponse
python
Textualize__textual
docs/examples/styles/max_height.py
{ "start": 112, "end": 509 }
class ____(App): CSS_PATH = "max_height.tcss" def compose(self): yield Horizontal( Placeholder("max-height: 10w", id="p1"), Placeholder("max-height: 999", id="p2"), Placeholder("max-height: 50%", id="p3"), Placeholder("max-height: 10", id="p4"), )...
MaxHeightApp
python
pyodide__pyodide
src/py/pyodide/webloop.py
{ "start": 5750, "end": 35124 }
class ____(asyncio.AbstractEventLoop): """A custom event loop for use in Pyodide. Schedules tasks on the browser event loop. Does no lifecycle management and runs forever. :py:meth:`~asyncio.loop.run_forever` and :py:meth:`~asyncio.loop.run_until_complete` cannot block like a normal event loop...
WebLoop
python
huggingface__transformers
src/transformers/models/speecht5/modeling_speecht5.py
{ "start": 132131, "end": 134333 }
class ____(nn.Module): def __init__(self, channels, kernel_size=3, dilation=(1, 3, 5), leaky_relu_slope=0.1): super().__init__() self.leaky_relu_slope = leaky_relu_slope self.convs1 = nn.ModuleList( [ nn.Conv1d( channels, c...
HifiGanResidualBlock
python
apache__airflow
airflow-core/tests/unit/api_fastapi/core_api/routes/public/test_connections.py
{ "start": 37712, "end": 51541 }
class ____(TestConnectionEndpoint): @pytest.mark.parametrize( ("actions", "expected_results"), [ pytest.param( { "actions": [ { "action": "create", "entities": [ ...
TestBulkConnections
python
django-compressor__django-compressor
compressor/tests/test_offline.py
{ "start": 17188, "end": 17738 }
class ____(OfflineTestCaseMixin, TestCase): templates_dir = "test_with_context" expected_hash = ["8b4a7452e1c5", "55b3123e884c", "bfc63829cc58"] additional_test_settings = { "COMPRESS_OFFLINE_CONTEXT": list(offline_context_generator()) } def _prepare_contexts(self, engine): if engin...
OfflineCompressTestCaseWithContextList
python
pytorch__pytorch
torch/utils/flop_counter.py
{ "start": 24452, "end": 29476 }
class ____: """ ``FlopCounterMode`` is a context manager that counts the number of flops within its context. It does this using a ``TorchDispatchMode``. It also supports hierarchical output by passing a module (or list of modules) to FlopCounterMode on construction. If you do not need hierarchical...
FlopCounterMode
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 38769, "end": 39090 }
class ____(sgqlc.types.Enum): """ See source code for more info. """ __schema__ = graphql_schema __choices__ = ( "CANCELLED_SPONSORSHIP", "NEW_SPONSORSHIP", "PENDING_CHANGE", "REFUND", "SPONSOR_MATCH_DISABLED", "TIER_CHANGE", )
SponsorsActivityAction
python
pytorch__pytorch
torch/_dynamo/variables/distributed.py
{ "start": 6074, "end": 9963 }
class ____(DistributedVariable): @staticmethod def is_placement(value: object) -> bool: # we can't rely on importing/accessing torch distributed, it is not always built. if not DistributedVariable.is_available(): return False from torch.distributed.tensor.placement_types impo...
PlacementVariable
python
apache__airflow
providers/databricks/tests/unit/databricks/hooks/test_databricks.py
{ "start": 58426, "end": 60062 }
class ____: """ Tests for DatabricksHook when auth is done with AAD token for SP as user inside workspace. """ @pytest.fixture(autouse=True) def setup_connections(self, create_connection_without_db): create_connection_without_db( Connection( conn_id=DEFAULT_CONN_...
TestDatabricksHookAadToken
python
wandb__wandb
wandb/sdk/integration_utils/auto_logging.py
{ "start": 388, "end": 596 }
class ____(Protocol[K, V]): def __getitem__(self, key: K) -> V: ... # pragma: no cover def get( self, key: K, default: Optional[V] = None ) -> Optional[V]: ... # pragma: no cover
Response
python
dagster-io__dagster
python_modules/dagster/dagster/_core/definitions/decorators/decorator_assets_definition_builder.py
{ "start": 8667, "end": 9718 }
class ____(NamedTuple): output_name: str output: Out def make_keys_by_output_name( asset_outs: Mapping[AssetKey, tuple[str, Out]], ) -> Mapping[str, AssetKey]: return {output_name: asset_key for asset_key, (output_name, _) in asset_outs.items()} def compute_required_resource_keys( required_resou...
NamedOut
python
astropy__astropy
astropy/coordinates/representation/geodetic.py
{ "start": 6544, "end": 6735 }
class ____(BaseGeodeticRepresentation): """Representation of points in WGS72 3D geodetic coordinates.""" _ellipsoid = "WGS72" @format_doc(geodetic_base_doc)
WGS72GeodeticRepresentation
python
django__django
tests/m2m_regress/models.py
{ "start": 1212, "end": 1346 }
class ____(SelfRefer): pass # Many-to-Many relation between models, where one of the PK's isn't an # Autofield
SelfReferChildSibling
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_chart_format09.py
{ "start": 315, "end": 1675 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("chart_format09.xlsx") def test_create_file(self): """Test the creation of an XlsxWriter file with chart formatting.""" workbook = ...
TestCompareXLSXFiles
python
sympy__sympy
sympy/integrals/manualintegrate.py
{ "start": 12289, "end": 12660 }
class ____(Rule): subfunctions: Sequence[tuple[Rule, bool | Boolean]] def eval(self) -> Expr: return Piecewise(*[(substep.eval(), cond) for substep, cond in self.subfunctions]) def contains_dont_know(self) -> bool: return any(substep.contains_dont_know() for subs...
PiecewiseRule
python
jd__tenacity
tenacity/__init__.py
{ "start": 5741, "end": 6470 }
class ____: """Manage attempt context.""" def __init__(self, retry_state: "RetryCallState"): self.retry_state = retry_state def __enter__(self) -> None: pass def __exit__( self, exc_type: t.Optional[t.Type[BaseException]], exc_value: t.Optional[BaseException], ...
AttemptManager
python
joke2k__faker
faker/providers/phone_number/pl_PL/__init__.py
{ "start": 49, "end": 895 }
class ____(PhoneNumberProvider): formats = ( # Mobile # Government website: http://www.uke.gov.pl/numeracja-843 "50# ### ###", "51# ### ###", "53# ### ###", "57# ### ###", "60# ### ###", "66# ### ###", "69# ### ###", "72# ### ###", ...
Provider
python
airbytehq__airbyte
airbyte-ci/connectors/connectors_qa/tests/unit_tests/test_checks/test_version.py
{ "start": 230, "end": 2743 }
class ____: @pytest.fixture def mock_connector(self, mocker, tmp_path): connector = mocker.Mock(code_directory=str(tmp_path), technical_name="mock-connector") return connector def _get_version_increment_check(self, mocker, master_version="1.0.0", current_version="1.0.1"): mocker.pat...
TestVersionIncrementCheck
python
getsentry__sentry
src/sentry/issues/endpoints/organization_searches.py
{ "start": 879, "end": 4725 }
class ____(OrganizationEndpoint): publish_status = { "GET": ApiPublishStatus.PRIVATE, "POST": ApiPublishStatus.PRIVATE, } owner = ApiOwner.ISSUES permission_classes = (OrganizationSearchPermission,) def get(self, request: Request, organization: Organization) -> Response: """...
OrganizationSearchesEndpoint
python
getsentry__sentry
src/sentry/notifications/notification_action/issue_alert_registry/handlers/pagerduty_issue_alert_handler.py
{ "start": 407, "end": 800 }
class ____(BaseIssueAlertHandler): @classmethod def get_target_display(cls, action: Action, mapping: ActionFieldMapping) -> dict[str, Any]: return {} @classmethod def get_additional_fields(cls, action: Action, mapping: ActionFieldMapping) -> dict[str, Any]: blob = OnCallDataBlob(**actio...
PagerDutyIssueAlertHandler
python
altair-viz__altair
altair/vegalite/v6/schema/_config.py
{ "start": 249551, "end": 256680 }
class ____(TypedDict, total=False): """ :class:`altair.ScaleConfig` ``TypedDict`` wrapper. Parameters ---------- animationDuration Default animation duration (in seconds) for time encodings, except for `band <https://vega.github.io/vega-lite/docs/scale.html#band>`__ scales. ...
ScaleConfigKwds
python
django__django
django/contrib/sessions/exceptions.py
{ "start": 69, "end": 171 }
class ____(SuspiciousOperation): """Invalid characters in session key""" pass
InvalidSessionKey
python
apache__airflow
providers/google/tests/unit/google/cloud/links/test_managed_kafka.py
{ "start": 2615, "end": 2990 }
class ____: def test_class_attributes(self): assert ApacheKafkaClusterListLink.key == EXPECTED_MANAGED_KAFKA_CLUSTER_LIST_LINK_KEY assert ApacheKafkaClusterListLink.name == EXPECTED_MANAGED_KAFKA_CLUSTER_LIST_LINK_NAME assert ApacheKafkaClusterListLink.format_str == EXPECTED_MANAGED_KAFKA_CL...
TestApacheKafkaClusterListLink
python
doocs__leetcode
solution/3500-3599/3578.Count Partitions With Max-Min Difference at Most K/Solution.py
{ "start": 0, "end": 514 }
class ____: def countPartitions(self, nums: List[int], k: int) -> int: mod = 10**9 + 7 sl = SortedList() n = len(nums) f = [1] + [0] * n g = [1] + [0] * n l = 1 for r, x in enumerate(nums, 1): sl.add(x) while sl[-1] - sl[0] > k: ...
Solution
python
bokeh__bokeh
src/bokeh/document/modules.py
{ "start": 1478, "end": 4952 }
class ____: ''' Keep track of and clean up after modules created while building Bokeh Documents. ''' _document: weakref.ReferenceType[Document] _modules: list[ModuleType] def __init__(self, document: Document): ''' Args: document (Document): A Document to manage m...
DocumentModuleManager
python
bokeh__bokeh
src/bokeh/models/tickers.py
{ "start": 11868, "end": 13286 }
class ____(CompositeTicker): ''' Generate nice ticks across different date and time scales. ''' # explicit __init__ to support Init signatures def __init__(self, *args: Any, **kwargs: Any) -> None: super().__init__(*args, **kwargs) num_minor_ticks = Override(default=0) # TODO: (bev) ...
DatetimeTicker
python
Pylons__pyramid
src/pyramid/config/assets.py
{ "start": 3165, "end": 6700 }
class ____: # pkg_resources arg in kw args below for testing def __init__(self, package, pkg_resources=pkg_resources): loader = self._real_loader = getattr(package, '__loader__', None) if isinstance(loader, self.__class__): self._real_loader = None # We register ourselves as ...
PackageOverrides
python
Pylons__pyramid
tests/test_scripts/dummy.py
{ "start": 3389, "end": 3540 }
class ____: def __call__(self, config_uri, global_conf): self.config_uri = config_uri self.defaults = global_conf
dummy_setup_logging
python
aio-libs__aiohttp
aiohttp/web_server.py
{ "start": 673, "end": 4206 }
class ____(Generic[_Request]): request_factory: _RequestFactory[_Request] @overload def __init__( self: "Server[BaseRequest]", handler: Callable[[_Request], Awaitable[StreamResponse]], *, debug: bool | None = None, handler_cancellation: bool = False, **kwargs...
Server
python
wandb__wandb
wandb/vendor/graphql-core-1.1/wandb_graphql/language/ast.py
{ "start": 12079, "end": 12784 }
class ____(Value): __slots__ = ('loc', 'value',) _fields = ('value',) def __init__(self, value, loc=None): self.loc = loc self.value = value def __eq__(self, other): return ( self is other or ( isinstance(other, FloatValue) and # self...
FloatValue
python
apache__airflow
providers/edge3/src/airflow/providers/edge3/worker_api/datamodels.py
{ "start": 4235, "end": 5317 }
class ____(WorkerQueuesBase): """Details of the worker state sent to the scheduler.""" state: Annotated[EdgeWorkerState, Field(description="State of the worker from the view of the worker.")] jobs_active: Annotated[int, Field(description="Number of active jobs the worker is running.")] = 0 queues: Anno...
WorkerStateBody
python
airbytehq__airbyte
airbyte-integrations/bases/base-normalization/normalization/transform_catalog/table_name_registry.py
{ "start": 788, "end": 1231 }
class ____: """ A record summary of a name conflict detected and resolved in TableNameRegistry """ def __init__(self, schema: str, json_path: List[str], table_name_conflict: str, table_name_resolved: str): self.schema: str = schema self.json_path: List[str] = json_path self.tabl...
ConflictedNameMetadata
python
scrapy__scrapy
scrapy/downloadermiddlewares/retry.py
{ "start": 4752, "end": 6809 }
class ____: crawler: Crawler def __init__(self, settings: BaseSettings): if not settings.getbool("RETRY_ENABLED"): raise NotConfigured self.max_retry_times = settings.getint("RETRY_TIMES") self.retry_http_codes = {int(x) for x in settings.getlist("RETRY_HTTP_CODES")} ...
RetryMiddleware
python
doocs__leetcode
lcci/01.02.Check Permutation/Solution2.py
{ "start": 0, "end": 114 }
class ____: def CheckPermutation(self, s1: str, s2: str) -> bool: return sorted(s1) == sorted(s2)
Solution
python
PrefectHQ__prefect
src/prefect/events/clients.py
{ "start": 4334, "end": 5372 }
class ____(abc.ABC): """The abstract interface for all Prefect Events clients""" @property def client_name(self) -> str: return self.__class__.__name__ async def emit(self, event: Event) -> None: """Emit a single event""" if not hasattr(self, "_in_context"): raise T...
EventsClient
python
huggingface__transformers
src/transformers/models/fastspeech2_conformer/modeling_fastspeech2_conformer.py
{ "start": 8082, "end": 9427 }
class ____(nn.Module): def __init__(self, config, layer_id=0): super().__init__() if layer_id == 0: in_conv_dim = config.num_mel_bins else: in_conv_dim = config.speech_decoder_postnet_units if layer_id == config.speech_decoder_postnet_layers - 1: ...
FastSpeech2ConformerBatchNormConvLayer
python
huggingface__transformers
src/transformers/models/dac/modeling_dac.py
{ "start": 18926, "end": 20069 }
class ____(nn.Module): """DAC Encoder""" def __init__(self, config: DacConfig): super().__init__() strides = config.downsampling_ratios # Create first convolution self.conv1 = nn.Conv1d(1, config.encoder_hidden_size, kernel_size=7, padding=3) self.block = [] # ...
DacEncoder
python
facebookresearch__faiss
faiss/gpu/test/test_gpu_index.py
{ "start": 459, "end": 3645 }
class ____(unittest.TestCase): def test_ivfflat_search_preassigned(self): res = faiss.StandardGpuResources() d = 50 nb = 50000 nq = 100 nlist = 128 nprobe = 10 k = 50 config = faiss.GpuIndexIVFFlatConfig() config.use_cuvs = False idx_g...
TestIVFSearchPreassigned
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 576805, "end": 577191 }
class ____(sgqlc.types.Type): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("client_mutation_id", "verification_token") client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId") verification_token = sgqlc.types.Field(String, grap...
RegenerateVerifiableDomainTokenPayload
python
oauthlib__oauthlib
oauthlib/oauth2/rfc6749/endpoints/resource.py
{ "start": 315, "end": 3243 }
class ____(BaseEndpoint): """Authorizes access to protected resources. The client accesses protected resources by presenting the access token to the resource server. The resource server MUST validate the access token and ensure that it has not expired and that its scope covers the requested resou...
ResourceEndpoint
python
readthedocs__readthedocs.org
readthedocs/api/v3/serializers.py
{ "start": 35673, "end": 36368 }
class ____(BaseLinksSerializer): _self = serializers.SerializerMethodField() project = serializers.SerializerMethodField() def get__self(self, obj): path = reverse( "projects-environmentvariables-detail", kwargs={ "parent_lookup_project__slug": obj.project.sl...
EnvironmentVariableLinksSerializer
python
getsentry__sentry
src/sentry/core/endpoints/organization_member_team_details.py
{ "start": 2784, "end": 3140 }
class ____(Serializer): def serialize( self, obj: OrganizationMemberTeam, attrs: Mapping[Any, Any], user: Any, **kwargs: Any ) -> OrganizationMemberTeamSerializerResponse: return { "isActive": obj.is_active, "teamRole": obj.role, # type:ignore[typeddict-item] } ...
OrganizationMemberTeamDetailsSerializer
python
ionelmc__pytest-benchmark
src/pytest_benchmark/stats.py
{ "start": 4449, "end": 7581 }
class ____: cprofile_stats: pstats.Stats def __init__(self, fixture, iterations, options): self.name = fixture.name self.fullname = fixture.fullname self.group = fixture.group self.param = fixture.param self.params = fixture.params self.extra_info = fixture.extra...
Metadata
python
Textualize__textual
docs/examples/styles/outline.py
{ "start": 384, "end": 553 }
class ____(App): CSS_PATH = "outline.tcss" def compose(self): yield Label(TEXT) if __name__ == "__main__": app = OutlineApp() app.run()
OutlineApp
python
encode__starlette
starlette/templating.py
{ "start": 987, "end": 2065 }
class ____(HTMLResponse): def __init__( self, template: Any, context: dict[str, Any], status_code: int = 200, headers: Mapping[str, str] | None = None, media_type: str | None = None, background: BackgroundTask | None = None, ): self.template = temp...
_TemplateResponse
python
django__django
tests/view_tests/models.py
{ "start": 681, "end": 941 }
class ____(BaseArticle): """ An Article class with a get_absolute_url defined. """ date_created = models.DateTimeField() def get_absolute_url(self): return "/urlarticles/%s/" % self.slug get_absolute_url.purge = True
UrlArticle
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 987615, "end": 989329 }
class ____(sgqlc.types.relay.Connection): """The connection type for StatusCheckRollupContext.""" __schema__ = github_schema __field_names__ = ( "check_run_count", "check_run_counts_by_state", "edges", "nodes", "page_info", "status_context_count", "st...
StatusCheckRollupContextConnection
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_dataflow.py
{ "start": 10332, "end": 13399 }
class ____: @pytest.fixture def sync_operator(self): return DataflowStartFlexTemplateOperator( task_id="start_flex_template_streaming_beam_sql", body={"launchParameter": TEST_FLEX_PARAMETERS}, do_xcom_push=True, project_id=TEST_PROJECT, locatio...
TestDataflowStartFlexTemplateOperator
python
tensorflow__tensorflow
tensorflow/python/keras/losses.py
{ "start": 35337, "end": 37170 }
class ____(LossFunctionWrapper): """Computes the Poisson loss between `y_true` and `y_pred`. `loss = y_pred - y_true * log(y_pred)` Standalone usage: >>> y_true = [[0., 1.], [0., 0.]] >>> y_pred = [[1., 1.], [0., 0.]] >>> # Using 'auto'/'sum_over_batch_size' reduction type. >>> p = tf.keras.losses.Pois...
Poisson
python
openai__openai-python
src/openai/resources/beta/threads/messages.py
{ "start": 27314, "end": 28524 }
class ____: def __init__(self, messages: AsyncMessages) -> None: self._messages = messages self.create = ( # pyright: ignore[reportDeprecated] _legacy_response.async_to_raw_response_wrapper( messages.create, # pyright: ignore[reportDeprecated], ) ) ...
AsyncMessagesWithRawResponse
python
airbytehq__airbyte
airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/streams.py
{ "start": 13637, "end": 13751 }
class ____(AdsInsights): breakdowns = ["age"] action_breakdowns = ["action_type"]
AdsInsightsDemographicsAge
python
great-expectations__great_expectations
contrib/great_expectations_semantic_types_expectations/great_expectations_semantic_types_expectations/expectations/expect_column_values_to_be_gtin_variable_measure_trade_item.py
{ "start": 1031, "end": 2075 }
class ____(ColumnMapMetricProvider): # This is the id string that will be used to reference your metric. condition_metric_name = "column_values.gtin_variable_measure_trade_item" # This method implements the core logic for the PandasExecutionEngine @column_condition_partial(engine=PandasExecutionEngine)...
ColumnValuesToBeGtinVariableMeasureTradeItem
python
tensorflow__tensorflow
tensorflow/python/autograph/impl/api.py
{ "start": 3568, "end": 3690 }
class ____(AutoGraphError): """Raised during the staging (i.e. Python execution) of converted code.""" pass
StagingError
python
allegroai__clearml
clearml/backend_api/services/v2_23/models.py
{ "start": 114840, "end": 117694 }
class ____(Request): """ Move models to a project :param ids: Models to move :type ids: Sequence[str] :param project: Target project ID. If not provided, `project_name` must be provided. Use null for the root project :type project: str :param project_name: Target project name. If pr...
MoveRequest
python
getsentry__sentry
src/sentry/search/events/builder/spans_indexed.py
{ "start": 1612, "end": 3607 }
class ____(BaseQueryBuilder): requires_organization_condition = True uuid_fields = SPAN_UUID_FIELDS span_id_fields = SPAN_ID_FIELDS duration_fields = DURATION_FIELDS size_fields = SIZE_FIELDS config_class = SpansEAPDatasetConfig def get_field_type(self, field: str) -> str | None: ta...
SpansEAPQueryBuilder
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/dataflow.py
{ "start": 8066, "end": 20959 }
class ____(GoogleCloudBaseOperator): """ Start a Dataflow job with a classic template; the parameters of the operation will be passed to the job. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:DataflowTemplatedJobStartOperator` ...
DataflowTemplatedJobStartOperator
python
apache__airflow
airflow-ctl/src/airflowctl/api/datamodels/generated.py
{ "start": 48135, "end": 49697 }
class ____(BaseModel): """ DAG Run serializer for responses. """ dag_run_id: Annotated[str, Field(title="Dag Run Id")] dag_id: Annotated[str, Field(title="Dag Id")] logical_date: Annotated[datetime | None, Field(title="Logical Date")] = None queued_at: Annotated[datetime | None, Field(title...
DAGRunResponse
python
huggingface__transformers
tests/quantization/gptq/test_gptq.py
{ "start": 2485, "end": 11828 }
class ____(unittest.TestCase): model_name = "bigscience/bloom-560m" input_text = "Hello my name is" EXPECTED_OUTPUTS = set() # flaky test: gptqmodel and auto-gptq are not output equivalent nor is string compare deterministic even between transformer/torch versions EXPECTED_OUTPUTS.add("Hello my na...
GPTQTest
python
Lightning-AI__lightning
src/lightning/pytorch/loggers/wandb.py
{ "start": 1716, "end": 25507 }
class ____(Logger): r"""Log using `Weights and Biases <https://docs.wandb.ai/guides/integrations/lightning>`_. **Installation and set-up** Install with pip: .. code-block:: bash pip install wandb Create a `WandbLogger` instance: .. code-block:: python from lightning.pytorc...
WandbLogger
python
django__django
tests/auth_tests/test_remote_user.py
{ "start": 16062, "end": 16838 }
class ____(RemoteUserTest): """Backend that allows inactive users.""" backend = "django.contrib.auth.backends.AllowAllUsersRemoteUserBackend" def test_inactive_user(self): user = User.objects.create(username="knownuser", is_active=False) response = self.client.get("/remote_user/", **{self....
AllowAllUsersRemoteUserBackendTest
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/linalg/tridiagonal_solve_op_test.py
{ "start": 2189, "end": 27584 }
class ____(test.TestCase): def _test(self, diags, rhs, expected, diags_format="compact", transpose_rhs=False, conjugate_rhs=False): with self.cached_session(): pivoting = True if hasattr(self, "pivoting"): pivoting = self...
TridiagonalSolveOpTest
python
getsentry__sentry
src/sentry/types/region.py
{ "start": 4042, "end": 12950 }
class ____: """A set of regions in a Sentry environment. This is a singleton class. It is immutable in a production environment, but affords overrides by the subclass TestEnvRegionDirectory. """ def __init__(self, regions: Collection[Region]) -> None: self._regions = frozenset(regions) ...
RegionDirectory
python
great-expectations__great_expectations
contrib/experimental/great_expectations_experimental/expectations/expect_column_values_to_be_present_in_other_table.py
{ "start": 719, "end": 9999 }
class ____(QueryExpectation): """Expect the values in a column to be present in another table. This is an Expectation that allows for the validation of referential integrity, that a foreign key exists in another table. In the following example, order table has a foreign key to customer table, and refe...
ExpectColumnValuesToBePresentInOtherTable
python
sympy__sympy
sympy/stats/crv.py
{ "start": 1554, "end": 2210 }
class ____(ContinuousDomain, SingleDomain): """ A univariate domain with continuous support Represented using a single symbol and interval. """ def compute_expectation(self, expr, variables=None, **kwargs): if variables is None: variables = self.symbols if not variables:...
SingleContinuousDomain
python
readthedocs__readthedocs.org
readthedocs/analytics/apps.py
{ "start": 84, "end": 280 }
class ____(AppConfig): """Analytics app init code.""" default_auto_field = "django.db.models.BigAutoField" name = "readthedocs.analytics" verbose_name = "Analytics"
AnalyticsAppConfig
python
huggingface__transformers
src/transformers/models/deberta_v2/modeling_deberta_v2.py
{ "start": 18870, "end": 20465 }
class ____(nn.Module): def __init__(self, config): super().__init__() kernel_size = getattr(config, "conv_kernel_size", 3) groups = getattr(config, "conv_groups", 1) self.conv_act = getattr(config, "conv_act", "tanh") self.conv = nn.Conv1d( config.hidden_size, con...
ConvLayer
python
keras-team__keras
keras/src/layers/regularization/gaussian_dropout.py
{ "start": 192, "end": 2072 }
class ____(layers.Layer): """Apply multiplicative 1-centered Gaussian noise. As it is a regularization layer, it is only active at training time. Args: rate: Float, drop probability (as with `Dropout`). The multiplicative noise will have standard deviation `sqrt(rate / (1 -...
GaussianDropout
python
sympy__sympy
sympy/stats/matrix_distributions.py
{ "start": 4196, "end": 5088 }
class ____: """Returns the sample from numpy of the given distribution""" ### TODO: Add tests after adding matrix distributions in numpy_rv_map def __new__(cls, dist, size, seed=None): return cls._sample_numpy(dist, size, seed) @classmethod def _sample_numpy(cls, dist, size, seed): ...
SampleMatrixNumpy
python
google__jax
jax/_src/api.py
{ "start": 109631, "end": 142062 }
class ____: fun: Callable in_tree: PyTreeDef out_tree: PyTreeDef args_res: list[Any] opaque_residuals: list[Any] jaxpr = property(lambda self: self.fun.args[2]) # type: ignore def __call__(self, out_ct, *extra_args): if extra_args: name, *_ = self.jaxpr.debug_info.func_src_info.split(' ') ...
VJP
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/backfill.py
{ "start": 29463, "end": 29722 }
class ____(graphene.Union): class Meta: types = (GraphenePartitionBackfills, GraphenePythonError) name = "PartitionBackfillsOrError" GrapheneBackfillPolicyType = graphene.Enum.from_enum(BackfillPolicyType)
GraphenePartitionBackfillsOrError
python
pytorch__pytorch
torch/_dynamo/source.py
{ "start": 13349, "end": 13788 }
class ____(ChainedSource): def reconstruct(self, codegen: "PyCodegen") -> None: codegen(self.base) codegen.extend_output(codegen.create_load_attrs("__code__")) def guard_source(self) -> GuardSource: return self.base.guard_source() def name(self) -> str: return f"{self.base....
CodeSource
python
huggingface__transformers
src/transformers/models/bloom/modeling_bloom.py
{ "start": 37979, "end": 43425 }
class ____(BloomPreTrainedModel): def __init__(self, config: BloomConfig): super().__init__(config) self.num_labels = config.num_labels self.transformer = BloomModel(config) self.score = nn.Linear(config.hidden_size, config.num_labels, bias=False) # Initialize weights and ap...
BloomForSequenceClassification