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
huggingface__transformers
tests/models/informer/test_modeling_informer.py
{ "start": 7699, "end": 19398 }
class ____(ModelTesterMixin, PipelineTesterMixin, unittest.TestCase): all_model_classes = (InformerModel, InformerForPrediction) if is_torch_available() else () pipeline_model_mapping = {"feature-extraction": InformerModel} if is_torch_available() else {} is_encoder_decoder = True test_missing_keys = F...
InformerModelTest
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/cloud_storage_transfer_service.py
{ "start": 14572, "end": 17515 }
class ____(GoogleCloudBaseOperator): """ Delete a transfer job. This is a soft delete. After a transfer job is deleted, the job and all the transfer executions are subject to garbage collection. Transfer jobs become eligible for garbage collection 30 days after soft delete. .. seealso:: ...
CloudDataTransferServiceDeleteJobOperator
python
getsentry__sentry
tests/sentry/preprod/size_analysis/test_size_analysis_tasks.py
{ "start": 22794, "end": 26153 }
class ____(TestCase): def setUp(self): super().setUp() self.organization = self.create_organization(owner=self.user) self.project = self.create_project(organization=self.organization) def _create_size_metrics(self, **kwargs): """Helper to create PreprodArtifactSizeMetrics.""" ...
ManualSizeAnalysisComparisonTest
python
zostera__django-bootstrap4
src/bootstrap4/renderers.py
{ "start": 992, "end": 2609 }
class ____: """A content renderer.""" def __init__(self, *args, **kwargs): self.layout = kwargs.get("layout", "") self.form_group_class = kwargs.get("form_group_class", FORM_GROUP_CLASS) self.field_class = kwargs.get("field_class", "") self.label_class = kwargs.get("label_class"...
BaseRenderer
python
gevent__gevent
src/greentest/3.13/test_queue.py
{ "start": 22846, "end": 23000 }
class ____(PriorityQueueTest, unittest.TestCase): queue = c_queue # A Queue subclass that can provoke failure at a moment's notice :)
CPriorityQueueTest
python
chroma-core__chroma
chromadb/utils/embedding_functions/schemas/bm25_tokenizer.py
{ "start": 4519, "end": 5159 }
class ____: def __init__(self, seed: int = 0) -> None: try: import mmh3 except ImportError: raise ValueError( "The murmurhash3 python package is not installed. Please install it with `pip install murmurhash3`" ) self.hasher = mmh3.hash ...
Murmur3AbsHasher
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_properties06.py
{ "start": 315, "end": 1769 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("properties06.xlsx") def test_create_file(self): """Test the creation of a simple XlsxWriter file.""" workbook = Workbook(self.got...
TestCompareXLSXFiles
python
numba__numba
numba/core/typing/cmathdecl.py
{ "start": 971, "end": 1202 }
class ____(ConcreteTemplate): # unary cmath.log() cases = [signature(tp, tp) for tp in sorted(types.complex_domain)] # binary cmath.log() cases += [signature(tp, tp, tp) for tp in sorted(types.complex_domain)]
Cmath_log
python
run-llama__llama_index
llama-index-integrations/callbacks/llama-index-callbacks-openinference/llama_index/callbacks/openinference/base.py
{ "start": 4167, "end": 9844 }
class ____(BaseCallbackHandler): """ Callback handler for storing generation data in OpenInference format. OpenInference is an open standard for capturing and storing AI model inferences. It enables production LLMapp servers to seamlessly integrate with LLM observability solutions such as Arize and ...
OpenInferenceCallbackHandler
python
openai__openai-python
src/openai/_base_client.py
{ "start": 47023, "end": 64733 }
class ____(BaseClient[httpx.AsyncClient, AsyncStream[Any]]): _client: httpx.AsyncClient _default_stream_cls: type[AsyncStream[Any]] | None = None def __init__( self, *, version: str, base_url: str | URL, _strict_response_validation: bool, max_retries: int = D...
AsyncAPIClient
python
getsentry__sentry
tests/sentry/models/test_rule.py
{ "start": 70, "end": 2603 }
class ____(TestCase): def setUp(self) -> None: self.action_uuid = str(uuid4()) self.action = { "targetType": "IssueOwners", "fallthroughType": "ActiveMembers", "id": "sentry.mail.actions.NotifyEmailAction", "targetIdentifier": "", "uuid": s...
TestRule_GetRuleActionDetailsByUuid
python
openai__gym
gym/error.py
{ "start": 4453, "end": 4929 }
class ____(Exception): """Raised when `reset`, or `step` is called asynchronously (e.g. with `reset_async`, or `step_async` respectively), and `reset_async`, or `step_async` (respectively) is called again (without a complete call to `reset_wait`, or `step_wait` respectively).""" def __init__(self, message: str...
AlreadyPendingCallError
python
Farama-Foundation__Gymnasium
gymnasium/core.py
{ "start": 26706, "end": 27979 }
class ____(Wrapper[ObsType, ActType, ObsType, ActType]): """Superclass of wrappers that can modify the returning reward from a step. If you would like to apply a function to the reward that is returned by the base environment before passing it to learning code, you can simply inherit from :class:`RewardWra...
RewardWrapper
python
pennersr__django-allauth
allauth/socialaccount/providers/openid_connect/provider.py
{ "start": 1047, "end": 4239 }
class ____(OAuth2Provider): id = "openid_connect" name = "OpenID Connect" account_class = OpenIDConnectProviderAccount oauth2_adapter_class = OpenIDConnectOAuth2Adapter supports_token_authentication = True def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) se...
OpenIDConnectProvider
python
pytorch__pytorch
test/dynamo/test_functions.py
{ "start": 118142, "end": 118342 }
class ____(torch.nn.Module): def __init__(self) -> None: super().__init__() self.m = ModuleWithDefaultTensorArgsMethod() def forward(self): return self.m()
WrapperModule
python
donnemartin__interactive-coding-challenges
arrays_strings/fizz_buzz/test_fizz_buzz.py
{ "start": 18, "end": 761 }
class ____(unittest.TestCase): def test_fizz_buzz(self): solution = Solution() self.assertRaises(TypeError, solution.fizz_buzz, None) self.assertRaises(ValueError, solution.fizz_buzz, 0) expected = [ '1', '2', 'Fizz', '4', ...
TestFizzBuzz
python
pytorch__pytorch
torch/cuda/graphs.py
{ "start": 7897, "end": 28121 }
class ____: r"""Context-manager that captures CUDA work into a :class:`torch.cuda.CUDAGraph` object for later replay. See :ref:`CUDA Graphs <cuda-graph-semantics>` for a general introduction, detailed use, and constraints. Arguments: cuda_graph (torch.cuda.CUDAGraph): Graph object used for cap...
graph
python
ray-project__ray
doc/source/serve/doc_code/load_shedding.py
{ "start": 637, "end": 1671 }
class ____: async def do_request(self) -> int: async with aiohttp.ClientSession("http://localhost:8000/") as session: return (await session.get("/")).status r = Requester.remote() serve.run(SlowDeployment.bind()) # Send 4 requests first. # 2 of these will be sent to the replica. These requests...
Requester
python
getsentry__sentry
src/sentry/integrations/utils/atlassian_connect.py
{ "start": 571, "end": 6175 }
class ____(Exception): pass def get_query_hash( uri: str, method: str, query_params: Mapping[str, str | Sequence[str]] | None = None ) -> str: # see # https://developer.atlassian.com/static/connect/docs/latest/concepts/understanding-jwt.html#qsh uri = uri.rstrip("/") method = method.upper() ...
AtlassianConnectValidationError
python
docker__docker-py
docker/types/services.py
{ "start": 32722, "end": 33328 }
class ____(dict): """ Network attachment options for a service. Args: target (str): The target network for attachment. Can be a network name or ID. aliases (:py:class:`list`): A list of discoverable alternate names for the service. ...
NetworkAttachmentConfig
python
huggingface__transformers
src/transformers/models/kyutai_speech_to_text/modeling_kyutai_speech_to_text.py
{ "start": 37930, "end": 50217 }
class ____(KyutaiSpeechToTextPreTrainedModel): def __init__(self, config): super().__init__(config) self.padding_idx = config.pad_token_id self.vocab_size = config.vocab_size self.embed_tokens = KyutaiSpeechToTextEmbeddings(config) self.layers = nn.ModuleList( [ ...
KyutaiSpeechToTextModel
python
tensorflow__tensorflow
tensorflow/python/compiler/tensorrt/test/conv2d_test.py
{ "start": 3935, "end": 4663 }
class ____(trt_test.TfTrtIntegrationTestBase): """Testing conversion of Conv2D (data_format=NCHW) in TF-TRT conversion.""" def GraphFn(self, inp): np.random.seed(1234) return build_graph( inp=inp, dtype=dtypes.float32, num_filters=5, data_format="channels_last", kern...
Conv2DNHWCTest
python
pytorch__pytorch
torch/utils/data/datapipes/datapipe.py
{ "start": 16416, "end": 17117 }
class ____(_DataPipeSerializationWrapper, IterDataPipe): def __init__(self, datapipe: IterDataPipe[_T_co]) -> None: super().__init__(datapipe) # pyrefly: ignore [invalid-type-var] self._datapipe_iter: Iterator[_T_co] | None = None def __iter__(self) -> "_IterDataPipeSerializationWrapper...
_IterDataPipeSerializationWrapper
python
matplotlib__matplotlib
galleries/examples/widgets/annotated_cursor.py
{ "start": 877, "end": 13331 }
class ____(Cursor): """ A crosshair cursor like `~matplotlib.widgets.Cursor` with a text showing \ the current coordinates. For the cursor to remain responsive you must keep a reference to it. The data of the axis specified as *dataaxis* must be in ascending order. Otherwise, the `numpy.searchs...
AnnotatedCursor
python
sphinx-doc__sphinx
sphinx/domains/__init__.py
{ "start": 1759, "end": 12447 }
class ____: """A Domain is meant to be a group of "object" description directives for objects of a similar nature, and corresponding roles to create references to them. Examples would be Python modules, classes, functions etc., elements of a templating language, Sphinx roles and directives, etc. E...
Domain
python
PrefectHQ__prefect
src/prefect/filesystems.py
{ "start": 18280, "end": 21751 }
class ____(WritableFileSystem, WritableDeploymentStorage): """ Store data as a file on a SMB share. Example: Load stored SMB config: ```python from prefect.filesystems import SMB smb_block = SMB.load("BLOCK_NAME") ``` """ _block_type_name = "SMB" _logo_...
SMB
python
pytorch__pytorch
torch/distributed/checkpoint/planner.py
{ "start": 10408, "end": 16263 }
class ____: """ Abstract class defining the protocol used by load_state_dict to plan the load process. LoadPlanner are stateful objects that can be used to customize the whole load process. LoadPlanner acts as an access proxy to the state_dict, so any transformation done to it will be visible to t...
LoadPlanner
python
jupyterlab__jupyterlab
jupyterlab/handlers/error_handler.py
{ "start": 463, "end": 831 }
class ____(ExtensionHandlerMixin, JupyterHandler): def initialize(self, messages=None, name=None): super().initialize(name=name) self.messages = messages @web.authenticated @web.removeslash def get(self): msgs = [f"<h2>{msg}</h2>" for msg in self.messages] self.write(TEM...
ErrorHandler
python
pytorch__pytorch
test/test_cuda_multigpu.py
{ "start": 50725, "end": 70835 }
class ____(TestCase): def _test_broadcast(self, input): if not TEST_MULTIGPU: raise unittest.SkipTest("only one GPU detected") # test regular results = comm.broadcast(input, (0, 1)) for i, t in enumerate(results): self.assertEqual(t.get_device(), i) ...
TestCudaComm
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/linalg/linear_operator_test.py
{ "start": 2450, "end": 3947 }
class ____(linalg.LinearOperator): """LinearOperator that wraps a [batch] matrix and implements matmul/solve.""" def __init__(self, matrix, is_non_singular=None, is_self_adjoint=None, is_positive_definite=None, is_square=None): paramete...
LinearOperatorMatmulSolve
python
pytorch__pytorch
test/dynamo/cpython/3_13/test_unittest/test_assertions.py
{ "start": 1463, "end": 6472 }
class ____(__TestCase): def test_AlmostEqual(self): self.assertAlmostEqual(1.00000001, 1.0) self.assertNotAlmostEqual(1.0000001, 1.0) self.assertRaises(self.failureException, self.assertAlmostEqual, 1.0000001, 1.0) self.assertRaises(self.failureException, ...
Test_Assertions
python
ray-project__ray
python/ray/llm/_internal/serve/core/ingress/ingress.py
{ "start": 11006, "end": 24443 }
class ____(DeploymentProtocol): def __init__( self, llm_deployments: List[DeploymentHandle], *, _get_lora_model_metadata_func: Optional[ Callable[[str, LLMConfig], Awaitable[Dict[str, Any]]] ] = None, ): self._default_serve_handles: Dict[str, Deploymen...
OpenAiIngress
python
tensorflow__tensorflow
tensorflow/python/autograph/core/converter_test.py
{ "start": 1157, "end": 1998 }
class ____(converter_testing.TestCase): def test_to_ast(self): opts = converter.ConversionOptions() opts_ast = opts.to_ast() template = ''' def f(): return opts_ast ''' opts_packed = templates.replace(template, opts_ast=opts_ast) reparsed, _, _ = loader.load_ast(opts_packed) f...
ConversionOptionsTest
python
run-llama__llama_index
llama-index-integrations/retrievers/llama-index-retrievers-tldw/llama_index/retrievers/tldw/base.py
{ "start": 969, "end": 2887 }
class ____(BaseRetriever): r""" A retriever that searches for relevant video moments from the TL;DW collection. Args: api_key (str): The API key for authentication. collection_id (str): The ID of the video collection to search within. callback_manager (Optional[CallbackManager]): Op...
TldwRetriever
python
ray-project__ray
python/ray/tune/tests/execution/utils.py
{ "start": 661, "end": 933 }
class ____(FixedResourceManager): def __init__(self, total_resources: Dict[str, float]): self._allow_strict_pack = True self._total_resources = total_resources self._requested_resources = [] self._used_resources = []
BudgetResourceManager
python
apache__airflow
providers/qdrant/src/airflow/providers/qdrant/operators/qdrant.py
{ "start": 1348, "end": 4122 }
class ____(BaseOperator): """ Upload points to a Qdrant collection. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:QdrantIngestOperator` :param conn_id: The connection id to connect to a Qdrant instance. :param collecti...
QdrantIngestOperator
python
justquick__django-activity-stream
runtests/testapp/tests/test_drf.py
{ "start": 391, "end": 908 }
class ____(BaseDRFTestCase): def test_urls(self): self._check_urls('actions', 'follows', 'groups', 'sites', 'players', 'nested-models', 'my-users') def test_serializers(self): models = (Group, MyUser, Player, Site, NestedModel) self.assertSetEqual(serializers....
DRFTestAppTests
python
mlflow__mlflow
dev/set_matrix.py
{ "start": 26811, "end": 28581 }
class ____(json.JSONEncoder): def default(self, o): if isinstance(o, MatrixItem): return o.model_dump(exclude_none=True) elif isinstance(o, Version): return str(o) return super().default(o) def set_action_output(name, value): with open(os.getenv("GITHUB_OUTPUT")...
CustomEncoder
python
dask__dask
dask/dataframe/tseries/resample.py
{ "start": 5094, "end": 5770 }
class ____(Blockwise): _parameters = [ "frame", "divisions_left", "divisions_right", "closed", "rule", "kwargs", "how", "fill_value", "how_args", "how_kwargs", ] operation = staticmethod(_resample_series) @functools.cached_...
ResampleAggregation
python
doocs__leetcode
solution/0200-0299/0225.Implement Stack using Queues/Solution.py
{ "start": 0, "end": 608 }
class ____: def __init__(self): self.q1 = deque() self.q2 = deque() def push(self, x: int) -> None: self.q2.append(x) while self.q1: self.q2.append(self.q1.popleft()) self.q1, self.q2 = self.q2, self.q1 def pop(self) -> int: return self.q1.poplef...
MyStack
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeVarTuple30.py
{ "start": 104, "end": 208 }
class ____[*Ts]: def __init__(self, *args: *Ts): ... def method(self): Child(self)
Parent
python
jazzband__prettytable
tests/test_prettytable.py
{ "start": 62222, "end": 63599 }
class ____: def test_fields_at_class_declaration(self) -> None: table = PrettyTable( field_names=CITY_DATA_HEADER, fields=["City name", "Annual Rainfall"], ) for row in CITY_DATA: table.add_row(row) assert ( """+-----------+------------...
TestFields
python
ray-project__ray
ci/ray_ci/linux_container.py
{ "start": 309, "end": 3904 }
class ____(Container): def __init__( self, docker_tag: str, volumes: Optional[List[str]] = None, envs: Optional[List[str]] = None, python_version: Optional[str] = None, tmp_filesystem: Optional[str] = None, architecture: Optional[str] = None, privilege...
LinuxContainer
python
pytorch__pytorch
benchmarks/dynamo/common.py
{ "start": 2678, "end": 23700 }
class ____(NamedTuple): backend: str # aot_eager or inductor training: bool dynamic: bool = False device: str = "cuda" CI_SKIP_OPTIMIZER = { # HF "MobileBertForMaskedLM", # Stack issue in fx } try: from .fb.common import INTERNAL_CI_SKIP_DYNAMIC_BATCH_ONLY except ImportError: INTERN...
CI
python
tensorflow__tensorflow
tensorflow/dtensor/python/tests/input_util_test.py
{ "start": 19286, "end": 21052 }
class ____(test_util.DTensorBaseTest): @parameterized.parameters( { 'mesh_dims': [(MESH_DIM_BATCH, 8)], 'layout_specs': [UNSHARDED], 'batch_dim': None, 'counts': [1], }, { 'mesh_dims': [(MESH_DIM_BATCH, 8)], 'layout_specs': [MESH_DIM_BATCH], ...
InputUtilHelpersTest
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typedDictClosed3.py
{ "start": 274, "end": 394 }
class ____(Parent1, extra_items=int | None): pass # This should generate an error because of a type mismatch.
Child1_1
python
spyder-ide__spyder
spyder/plugins/completion/providers/languageserver/transport/main.py
{ "start": 2990, "end": 3076 }
class ____(Exception): """Terminal exception descriptor.""" pass
TerminateSignal
python
pennersr__django-allauth
allauth/socialaccount/providers/trainingpeaks/views.py
{ "start": 228, "end": 1896 }
class ____(OAuth2Adapter): # https://github.com/TrainingPeaks/PartnersAPI/wiki/OAuth provider_id = "trainingpeaks" def get_settings(self): """Provider settings""" return app_settings.PROVIDERS.get(self.provider_id, {}) def get_hostname(self): """Return hostname depending on san...
TrainingPeaksOAuth2Adapter
python
eth-brownie__brownie
brownie/_cli/console.py
{ "start": 3942, "end": 12150 }
class ____(code.InteractiveConsole): # This value is used as the `input` arg when initializing `prompt_toolkit.PromptSession`. # During testing there is a conflict with how pytest suppresses stdin/out, so stdin is # replaced with `prompt_toolkit.input.defaults.create_pipe_input` prompt_input = None ...
Console
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql_tests/graphql/test_sensors.py
{ "start": 25218, "end": 27228 }
class ____(ReadonlyGraphQLContextTestMatrix): def test_start_sensor_failure(self, graphql_context: WorkspaceRequestContext): sensor_selector = infer_sensor_selector( graphql_context, "always_no_config_sensor_with_tags_and_metadata" ) result = execute_dagster_graphql( ...
TestReadonlySensorPermissions
python
sphinx-doc__sphinx
sphinx/domains/cpp/_ast.py
{ "start": 4860, "end": 6395 }
class ____(ASTBase): def __init__( self, identOrOp: ASTIdentifier | ASTOperator, templateArgs: ASTTemplateArgs | None, ) -> None: self.identOrOp = identOrOp self.templateArgs = templateArgs def __eq__(self, other: object) -> bool: if not isinstance(other, AST...
ASTNestedNameElement
python
langchain-ai__langchain
libs/partners/openai/tests/unit_tests/chat_models/test_base.py
{ "start": 11607, "end": 36379 }
class ____: def __init__(self, chunk_list: list) -> None: self.current_chunk = 0 self.chunk_list = chunk_list self.chunk_num = len(chunk_list) def __enter__(self) -> Self: return self def __exit__( self, exc_type: type[BaseException] | None, exc: Bas...
MockSyncContextManager
python
getsentry__sentry
src/sentry/grouping/api.py
{ "start": 4887, "end": 5088 }
class ____(ProjectGroupingConfigLoader): """The currently active grouping config""" option_name = "sentry:grouping_config" cache_prefix = "grouping-enhancements:"
PrimaryGroupingConfigLoader
python
charliermarsh__ruff
crates/ty_python_semantic/resources/corpus/73_class_generic_tuple_default.py
{ "start": 0, "end": 43 }
class ____[*T = *tuple[int, str]]: x: T
Foo
python
lepture__authlib
authlib/oauth2/rfc6749/requests.py
{ "start": 4705, "end": 5095 }
class ____: def __init__(self, method, uri, headers=None): self.method = method self.uri = uri self.headers = headers or {} self.payload = None @property def data(self): deprecate( "'request.data' is deprecated in favor of 'request.payload.data'", ...
JsonRequest
python
more-itertools__more-itertools
tests/test_more.py
{ "start": 144341, "end": 145322 }
class ____(TestCase): def test_defaults(self): self.assertEqual(mi.only([]), None) self.assertEqual(mi.only([1]), 1) self.assertRaises(ValueError, lambda: mi.only([1, 2])) def test_custom_value(self): self.assertEqual(mi.only([], default='!'), '!') self.assertEqual(mi.on...
OnlyTests
python
falconry__falcon
falcon/errors.py
{ "start": 85023, "end": 87373 }
class ____(HTTPError): """508 Loop Detected. The 508 (Loop Detected) status code indicates that the server terminated an operation because it encountered an infinite loop while processing a request with "Depth: infinity". This status indicates that the entire operation failed. (See also: RFC 5...
HTTPLoopDetected
python
explosion__spaCy
spacy/lang/zh/__init__.py
{ "start": 917, "end": 1303 }
class ____(str, Enum): char = "char" jieba = "jieba" pkuseg = "pkuseg" @classmethod def values(cls): return list(cls.__members__.keys()) def create_chinese_tokenizer(segmenter: Segmenter = Segmenter.char): def chinese_tokenizer_factory(nlp): return ChineseTokenizer(nlp.vocab, ...
Segmenter
python
wandb__wandb
wandb/automations/_utils.py
{ "start": 2465, "end": 4259 }
class ____(TriggeredActionConfig): """Prepares action configuration data for saving an automation.""" # NOTE: `QueueJobActionInput` for defining a Launch job is deprecated, # so while it's allowed here to update EXISTING mutations, we don't # currently expose it through the public API to create NEW aut...
InputActionConfig
python
walkccc__LeetCode
solutions/345. Reverse Vowels of a String/345.py
{ "start": 0, "end": 372 }
class ____: def reverseVowels(self, s: str) -> str: chars = list(s) VOWELS = 'aeiouAEIOU' l = 0 r = len(s) - 1 while l < r: while l < r and chars[l] not in VOWELS: l += 1 while l < r and chars[r] not in VOWELS: r -= 1 chars[l], chars[r] = chars[r], chars[l] ...
Solution
python
altair-viz__altair
altair/vegalite/v6/schema/core.py
{ "start": 394726, "end": 396618 }
class ____(VegaLiteSchema): """ Feature schema wrapper. A feature object which contains a geometry and associated properties. https://tools.ietf.org/html/rfc7946#section-3.2 Parameters ---------- geometry : dict, :class:`Point`, :class:`Polygon`, :class:`Geometry`, :class:`LineString`, :cl...
Feature
python
justquick__django-activity-stream
actstream/gfk.py
{ "start": 195, "end": 478 }
class ____(Manager): """ A manager that returns a GFKQuerySet instead of a regular QuerySet. """ def get_query_set(self): return GFKQuerySet(self.model) get_queryset = get_query_set def none(self): return self.get_queryset().none()
GFKManager
python
huggingface__transformers
src/transformers/models/openai/modeling_openai.py
{ "start": 4421, "end": 5286 }
class ____(nn.Module): def __init__(self, n_positions, config, scale=False): super().__init__() nx = config.n_embd self.attn = Attention(nx, n_positions, config, scale) self.ln_1 = nn.LayerNorm(nx, eps=config.layer_norm_epsilon) self.mlp = MLP(4 * nx, config) self.ln_...
Block
python
sympy__sympy
sympy/polys/matrices/ddm.py
{ "start": 2957, "end": 32362 }
class ____(list): """Dense matrix based on polys domain elements This is a list subclass and is a wrapper for a list of lists that supports basic matrix arithmetic +, -, *, **. """ fmt = 'dense' is_DFM = False is_DDM = True def __init__(self, rowslist, shape, domain): if not (...
DDM
python
psf__black
tests/data/cases/preview_long_strings__regression.py
{ "start": 39299, "end": 45984 }
class ____: async def foo(self): msg = "" for candidate in CANDIDATES: msg += ( "**{candidate.object_type} {candidate.rev}**" " - {candidate.description}\n" ) temp_msg = ( f"{f'{humanize_number(pos)}.': <{pound_len+2}} " f"{balance: <...
X
python
ray-project__ray
python/ray/tune/tests/test_trial_scheduler.py
{ "start": 8188, "end": 8370 }
class ____(_FutureTrainingResult): def __init__(self, result): self.result = result def resolve(self, block: bool = True): return self.result
_FakeFutureResult
python
ray-project__ray
python/ray/serve/tests/test_runtime_env.py
{ "start": 479, "end": 1717 }
class ____: def __call__(self, *args): return open("hello").read() handle = serve.run(Test.bind()) try: handle.remote().result() assert False, "Should not get here" except FileNotFoundError: pass """ run_string_as_driver(driver) @pytest.mark.skipif(sys.platform == "win32", reason="Fail t...
Test
python
huggingface__transformers
src/transformers/models/csm/processing_csm.py
{ "start": 1980, "end": 16218 }
class ____(ProcessorMixin): r""" Constructs a Csm processor which wraps [`EncodecFeatureExtractor`] and [`PretrainedTokenizerFast`] into a single processor that inherits both the audio feature extraction and tokenizer functionalities. See the [`~CsmProcessor.__call__`] for more information. The ...
CsmProcessor
python
great-expectations__great_expectations
great_expectations/checkpoint/checkpoint.py
{ "start": 18485, "end": 20483 }
class ____(BaseModel): """ The result of running a Checkpoint. Contains information about Expectation successes and failures from running each Validation Definition in the Checkpoint. """ run_id: RunIdentifier run_results: Dict[ValidationResultIdentifier, ExpectationSuiteValidationResult] ...
CheckpointResult
python
coleifer__peewee
peewee.py
{ "start": 22073, "end": 22248 }
class ____(Node): def __init__(self, source): self.source = source def __sql__(self, ctx): return ctx.sql(QualifiedNames(self.source)).literal('.*')
Star
python
celery__celery
celery/local.py
{ "start": 1360, "end": 8056 }
class ____: """Proxy to another object.""" # Code stolen from werkzeug.local.Proxy. __slots__ = ('__local', '__args', '__kwargs', '__dict__') def __init__(self, local, args=None, kwargs=None, name=None, __doc__=None): object.__setattr__(self, '_Proxy__local', local) ob...
Proxy
python
apache__avro
lang/py/avro/test/test_schema.py
{ "start": 39104, "end": 41094 }
class ____(unittest.TestCase): """Enable generating attribute test cases over all the other-prop test schema.""" _type_map = { "cp_array": list, "cp_boolean": bool, "cp_float": float, "cp_int": int, "cp_null": type(None), "cp_object": dict, "cp_string": s...
OtherAttributesTestCase
python
cython__cython
Cython/Compiler/ExprNodes.py
{ "start": 162943, "end": 164095 }
class ____(ExprNode): # Base class for indexing nodes. # # base ExprNode the value being indexed def is_ephemeral(self): # in most cases, indexing will return a safe reference to an object in a container, # so we consider the result safe if the base object is return self.bas...
_IndexingBaseNode
python
airbytehq__airbyte
airbyte-integrations/connectors/source-shopify/source_shopify/streams/streams.py
{ "start": 1472, "end": 1678 }
class ____(IncrementalShopifyStreamWithDeletedEvents): data_field = "articles" cursor_field = "id" order_field = "id" filter_field = "since_id" deleted_events_api_name = "Article"
Articles
python
scrapy__scrapy
tests/test_utils_log.py
{ "start": 4771, "end": 6593 }
class ____: @pytest.fixture def log_stream(self) -> StringIO: return StringIO() @pytest.fixture def spider(self) -> LogSpider: return LogSpider() @pytest.fixture(autouse=True) def logger(self, log_stream: StringIO) -> Generator[logging.Logger]: handler = logging.StreamH...
TestLogging
python
fastapi__sqlmodel
docs_src/tutorial/fastapi/delete/tutorial001.py
{ "start": 475, "end": 2609 }
class ____(SQLModel): name: Optional[str] = None secret_name: Optional[str] = None age: Optional[int] = None sqlite_file_name = "database.db" sqlite_url = f"sqlite:///{sqlite_file_name}" connect_args = {"check_same_thread": False} engine = create_engine(sqlite_url, echo=True, connect_args=connect_args) ...
HeroUpdate
python
run-llama__llama_index
llama-index-integrations/voice_agents/llama-index-voice-agents-gemini-live/llama_index/voice_agents/gemini_live/events.py
{ "start": 219, "end": 277 }
class ____(BaseVoiceAgentEvent): text: str
TextSentEvent
python
sqlalchemy__sqlalchemy
test/orm/test_assorted_eager.py
{ "start": 22574, "end": 26123 }
class ____(fixtures.MappedTest): @classmethod def define_tables(cls, metadata): Table( "design_types", metadata, Column( "design_type_id", Integer, primary_key=True, test_needs_autoincrement=True, ...
EagerTest6
python
django__django
django/db/migrations/executor.py
{ "start": 250, "end": 19029 }
class ____: """ End-to-end migration execution - load migrations and run them up or down to a specified set of targets. """ def __init__(self, connection, progress_callback=None): self.connection = connection self.loader = MigrationLoader(self.connection) self.recorder = Mig...
MigrationExecutor
python
Textualize__textual
tests/test_binding_inheritance.py
{ "start": 7961, "end": 9238 }
class ____(AppKeyRecorder): """An application with bindings.""" BINDINGS = AppKeyRecorder.make_bindings() async def test_pressing_alpha_on_app() -> None: """Test that pressing the alpha key, when it's bound on the app, results in an action fire.""" async with AppWithMovementKeysBound().run_test() as ...
AppWithMovementKeysBound
python
Lightning-AI__lightning
src/lightning/fabric/strategies/single_xla.py
{ "start": 1101, "end": 3250 }
class ____(SingleDeviceStrategy): """Strategy for training on a single XLA device.""" def __init__( self, device: _DEVICE, accelerator: Optional[Accelerator] = None, checkpoint_io: Optional[XLACheckpointIO] = None, precision: Optional[XLAPrecision] = None, ): ...
SingleDeviceXLAStrategy
python
tensorflow__tensorflow
tensorflow/python/saved_model/model_utils/mode_keys.py
{ "start": 1200, "end": 1765 }
class ____(object): """Standard names for Estimator model modes. The following standard keys are defined: * `TRAIN`: training/fitting mode. * `EVAL`: testing/evaluation mode. * `PREDICT`: predication/inference mode. """ TRAIN = 'train' EVAL = 'eval' PREDICT = 'infer' def is_predict(mode): retur...
EstimatorModeKeys
python
huggingface__transformers
src/transformers/models/rt_detr_v2/modeling_rt_detr_v2.py
{ "start": 38203, "end": 40524 }
class ____(nn.Module): """ BatchNorm2d where the batch statistics and the affine parameters are fixed. Copy-paste from torchvision.misc.ops with added eps before rqsrt, without which any other models than torchvision.models.resnet[18,34,50,101] produce nans. """ def __init__(self, n): ...
RTDetrV2FrozenBatchNorm2d
python
encode__django-rest-framework
tests/test_generics.py
{ "start": 705, "end": 889 }
class ____(RESTFrameworkModel): email = models.EmailField() content = models.CharField(max_length=200) created = models.DateTimeField(auto_now_add=True) # Serializers
Comment
python
numpy__numpy
numpy/_core/tests/test_multiarray.py
{ "start": 375619, "end": 376194 }
class ____: def test_empty_ustring_array_is_falsey(self): assert_(not np.array([''], dtype=np.str_)) def test_whitespace_ustring_array_is_truthy(self): a = np.array(['eggs'], dtype=np.str_) a[0] = ' \0\0' assert_(a) def test_all_null_ustring_array_is_falsey(self): ...
TestUnicodeArrayNonzero
python
plotly__plotly.py
plotly/graph_objs/scattersmith/_unselected.py
{ "start": 233, "end": 3419 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "scattersmith" _path_str = "scattersmith.unselected" _valid_props = {"marker", "textfont"} @property def marker(self): """ The 'marker' property is an instance of Marker that may be specified as: - An instance...
Unselected
python
pytorch__pytorch
test/dynamo/test_callback.py
{ "start": 517, "end": 5770 }
class ____(TestCase): def setUp(self) -> None: super().setUp() self._on_compile_start = Mock() self._on_compile_end = Mock() callback_handler.register_start_callback(self._on_compile_start) callback_handler.register_end_callback(self._on_compile_end) def tearDown(self) -...
CallbackTests
python
spack__spack
lib/spack/spack/vendor/jinja2/nodes.py
{ "start": 20227, "end": 20581 }
class ____(Helper): """A key, value pair for dicts.""" fields = ("key", "value") key: Expr value: Expr def as_const( self, eval_ctx: t.Optional[EvalContext] = None ) -> t.Tuple[t.Any, t.Any]: eval_ctx = get_eval_context(self, eval_ctx) return self.key.as_const(eval_ctx)...
Pair
python
simonw__sqlite-utils
sqlite_utils/db.py
{ "start": 4039, "end": 4302 }
class ____(Exception): pass ForeignKeyIndicator = Union[ str, ForeignKey, Tuple[str, str], Tuple[str, str, str], Tuple[str, str, str, str], ] ForeignKeysType = Union[Iterable[ForeignKeyIndicator], List[ForeignKeyIndicator]]
TransformError
python
django__django
tests/queryset_pickle/models.py
{ "start": 1958, "end": 2057 }
class ____(Event): class Meta: abstract = True ordering = ["title"]
AbstractEvent
python
encode__django-rest-framework
rest_framework/exceptions.py
{ "start": 2752, "end": 4085 }
class ____(Exception): """ Base class for REST framework exceptions. Subclasses should provide `.status_code` and `.default_detail` properties. """ status_code = status.HTTP_500_INTERNAL_SERVER_ERROR default_detail = _('A server error occurred.') default_code = 'error' def __init__(self...
APIException
python
walkccc__LeetCode
solutions/2122. Recover the Original Array/2122.py
{ "start": 0, "end": 633 }
class ____: def recoverArray(self, nums: list[int]) -> list[int]: nums = sorted(nums) def getArray(x: int, count: collections.Counter) -> list[int]: arr = [] for num in nums: if count[num] == 0: continue if count[num + x] == 0: return [] count[num] -= 1...
Solution
python
plotly__plotly.py
plotly/graph_objs/heatmap/legendgrouptitle/_font.py
{ "start": 233, "end": 9927 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "heatmap.legendgrouptitle" _path_str = "heatmap.legendgrouptitle.font" _valid_props = { "color", "family", "lineposition", "shadow", "size", "style", "textcase", "variant", "weight...
Font
python
django__django
tests/admin_views/tests.py
{ "start": 90128, "end": 145291 }
class ____(TestCase): """Tests for Admin Views Permissions.""" @classmethod def setUpTestData(cls): cls.superuser = User.objects.create_superuser( username="super", password="secret", email="super@example.com" ) cls.viewuser = User.objects.create_user( userna...
AdminViewPermissionsTest
python
milvus-io__pymilvus
pymilvus/bulk_writer/remote_bulk_writer.py
{ "start": 1138, "end": 13652 }
class ____(LocalBulkWriter): class S3ConnectParam: def __init__( self, bucket_name: str = DEFAULT_BUCKET_NAME, endpoint: Optional[str] = None, access_key: Optional[str] = None, secret_key: Optional[str] = None, secure: bool = False, ...
RemoteBulkWriter
python
joke2k__faker
faker/providers/job/de_DE/__init__.py
{ "start": 42, "end": 952 }
class ____(BaseProvider): """ Source: http://planet-beruf.de/schuelerinnen/mein-beruf/berufe-von-a-z/ """ jobs = [ "Altenpfleger", "Asphaltbauer", "Artist", "Augenoptiker", "Ausbaufacharbeiter", "Bäcker", "Bankkaufmann", "Beamter", ...
Provider
python
MongoEngine__mongoengine
mongoengine/fields.py
{ "start": 77300, "end": 78256 }
class ____(BaseField): """A list storing a longitude and latitude coordinate. .. note:: this represents a generic point in a 2D plane and a legacy way of representing a geo point. It admits 2d indexes but not "2dsphere" indexes in MongoDB > 2.4 which are more natural for modeling geospatial poi...
GeoPointField
python
google__jax
jax/experimental/pallas/ops/gpu/hopper_matmul_mgpu.py
{ "start": 1034, "end": 1212 }
class ____(enum.IntEnum): M = 0 N = 1 def __str__(self): return self.name def __repr__(self): return self.name @dataclasses.dataclass(frozen=True)
MatmulDimension
python
facebook__pyre-check
source/interprocedural_analyses/taint/test/integration/class_interval.py
{ "start": 5193, "end": 5298 }
class ____: def f(self): return self.g() @abstractmethod def g(self): pass
A13
python
docker__docker-py
docker/utils/proxy.py
{ "start": 40, "end": 2246 }
class ____(dict): ''' Hold the client's proxy configuration ''' @property def http(self): return self.get('http') @property def https(self): return self.get('https') @property def ftp(self): return self.get('ftp') @property def no_proxy(self): ...
ProxyConfig