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python
yaml__pyyaml
lib/yaml/emitter.py
{ "start": 967, "end": 43006 }
class ____: DEFAULT_TAG_PREFIXES = { '!' : '!', 'tag:yaml.org,2002:' : '!!', } def __init__(self, stream, canonical=None, indent=None, width=None, allow_unicode=None, line_break=None): # The stream should have the methods `write` and possibly `flush`. self.stre...
Emitter
python
kamyu104__LeetCode-Solutions
Python/online-majority-element-in-subarray.py
{ "start": 1170, "end": 2769 }
class ____(object): def __init__(self, arr): """ :type arr: List[int] """ self.__arr = arr self.__inv_idx = collections.defaultdict(list) for i, x in enumerate(self.__arr): self.__inv_idx[x].append(i) self.__bound = int(round((len(arr)**0.5))) ...
MajorityChecker2
python
geekcomputers__Python
venv/Lib/site-packages/pip/_internal/network/download.py
{ "start": 3794, "end": 4825 }
class ____: def __init__( self, session: PipSession, progress_bar: str, ) -> None: self._session = session self._progress_bar = progress_bar def __call__(self, link: Link, location: str) -> Tuple[str, str]: """Download the file given by link into location."""...
Downloader
python
huggingface__transformers
tests/models/videomae/test_modeling_videomae.py
{ "start": 6592, "end": 16495 }
class ____(ModelTesterMixin, PipelineTesterMixin, unittest.TestCase): """ Here we also overwrite some of the tests of test_modeling_common.py, as VideoMAE does not use input_ids, inputs_embeds, attention_mask and seq_length. """ all_model_classes = ( (VideoMAEModel, VideoMAEForPreTraining, ...
VideoMAEModelTest
python
scrapy__scrapy
scrapy/exceptions.py
{ "start": 326, "end": 564 }
class ____(TypeError): """ Indicates an invalid value has been returned by a middleware's processing method. Internal and undocumented, it should not be raised or caught by user code. """ # HTTP and crawling
_InvalidOutput
python
spack__spack
var/spack/test_repos/spack_repo/builtin_mock/packages/dtuse/package.py
{ "start": 217, "end": 459 }
class ____(Package): """Simple package which uses dttop""" homepage = "http://www.example.com" url = "http://www.example.com/dtuse-1.0.tar.gz" version("1.0", md5="0123456789abcdef0123456789abcdef") depends_on("dttop")
Dtuse
python
pytorch__pytorch
test/test_dispatch.py
{ "start": 1559, "end": 39166 }
class ____(TestCase): namespace_index = 0 def test_all_invariants(self): # Check that the regular stuff is OK! C._dispatch_check_all_invariants() # You probably don't want to call this directly; if your constructors # don't commute, you can still run commute with a fixed ctor_order ...
TestDispatch
python
airbytehq__airbyte
airbyte-ci/connectors/connectors_qa/tests/unit_tests/test_checks/test_security.py
{ "start": 3713, "end": 5281 }
class ____: def test_fail_when_dockerfile_exists(self, mocker, tmp_path): # Arrange connector = mocker.MagicMock(code_directory=tmp_path) dockerfile = tmp_path / "Dockerfile" dockerfile.touch() # Act result = security.CheckConnectorUsesPythonBaseImage()._run(connecto...
TestCheckConnectorUsesPythonBaseImage
python
django-extensions__django-extensions
tests/management/commands/test_sync_s3.py
{ "start": 8335, "end": 8979 }
class ____(SyncS3TestsMixin, TestCase): @override_settings( AWS_ACCESS_KEY_ID="access_key_id", AWS_SECRET_ACCESS_KEY="secret_access_key", AWS_BUCKET_NAME="bucket_name", ) @patch("sys.stdout", new_callable=StringIO) def test_should_raise_CommandError_when_medi(self, m_stdout): ...
SyncS3CommandTests
python
donnemartin__interactive-coding-challenges
math_probability/check_prime/test_check_prime.py
{ "start": 18, "end": 536 }
class ____(unittest.TestCase): def test_check_prime(self): math = Math() self.assertRaises(TypeError, math.check_prime, None) self.assertRaises(TypeError, math.check_prime, 98.6) self.assertEqual(math.check_prime(0), False) self.assertEqual(math.check_prime(1), False) ...
TestMath
python
PyCQA__pydocstyle
src/tests/test_cases/expected.py
{ "start": 0, "end": 617 }
class ____: """Hold expectation for pep257 violations in tests.""" def __init__(self): self.expected = set() def expect(self, *args, arg_count=0, func_name=""): """Decorator that expects a certain PEP 257 violation.""" # The `arg_count` parameter helps the decorator # with ...
Expectation
python
langchain-ai__langchain
libs/langchain/langchain_classic/base_memory.py
{ "start": 702, "end": 3599 }
class ____(Serializable, ABC): """Abstract base class for memory in Chains. Memory refers to state in Chains. Memory can be used to store information about past executions of a Chain and inject that information into the inputs of future executions of the Chain. For example, for conversational C...
BaseMemory
python
getsentry__sentry
tests/sentry/hybridcloud/tasks/test_deliver_webhooks.py
{ "start": 22067, "end": 31321 }
class ____(TestCase): @responses.activate def test_drain_missing_payload(self) -> None: drain_mailbox_parallel(99) assert len(responses.calls) == 0 @responses.activate def test_drain_unknown_region(self) -> None: webhook_one = self.create_webhook_payload( mailbox_nam...
DrainMailboxParallelTest
python
qdrant__qdrant-client
qdrant_client/http/models/models.py
{ "start": 34205, "end": 34431 }
class ____(BaseModel, extra="forbid"): left: "Expression" = Field(..., description="") right: "Expression" = Field(..., description="") by_zero_default: Optional[float] = Field(default=None, description="")
DivParams
python
pypa__warehouse
warehouse/manage/forms.py
{ "start": 17376, "end": 18428 }
class ____(wtforms.Form): __params__ = ["organization"] organization = wtforms.SelectField( "Select organization", choices=[("", "Select organization")], validators=[ wtforms.validators.InputRequired(message="Select organization"), ], ) def __init__(self, *a...
TransferOrganizationProjectForm
python
ray-project__ray
python/ray/tests/test_placement_group_3.py
{ "start": 5189, "end": 23886 }
class ____: def ready(self): return True for bundle_index in range(2): actor = Actor.options(lifetime="detached", scheduling_strategy=PlacementGroupSchedulingStrategy(placement_group=pg, placement_group_bundle_index=bundle_index)).remote() ray.get(actor.ready.remote()) ray....
Actor
python
allegroai__clearml
clearml/backend_api/services/v2_20/tasks.py
{ "start": 381435, "end": 383088 }
class ____(Request): """ Set the script requirements for a task :param task: Task ID :type task: str :param requirements: A JSON object containing requirements strings by key :type requirements: dict """ _service = "tasks" _action = "set_requirements" _version = "2.20" _sch...
SetRequirementsRequest
python
neetcode-gh__leetcode
python/1029-two-city-scheduling.py
{ "start": 0, "end": 385 }
class ____: def twoCitySchedCost(self, costs: List[List[int]]) -> int: diffs = [] for c1, c2 in costs: diffs.append([c2 - c1, c1, c2]) diffs.sort() res = 0 for i in range(len(diffs)): if i < len(diffs) / 2: res += diffs[i][2] ...
Solution
python
scrapy__scrapy
scrapy/contracts/default.py
{ "start": 991, "end": 1353 }
class ____(Contract): """Contract to set metadata arguments for the request. The value should be JSON-encoded dictionary, e.g.: @meta {"arg1": "some value"} """ name = "meta" def adjust_request_args(self, args: dict[str, Any]) -> dict[str, Any]: args["meta"] = json.loads(" ".join(self...
MetadataContract
python
walkccc__LeetCode
solutions/3248. Snake in Matrix/3248.py
{ "start": 0, "end": 343 }
class ____: def finalPositionOfSnake(self, n: int, commands: list[str]) -> int: directions = { "UP": (-1, 0), "RIGHT": (0, 1), "DOWN": (1, 0), "LEFT": (0, -1), } i = 0 j = 0 for command in commands: dx, dy = directions[command] i += dx j += dy ...
Solution
python
fastapi__sqlmodel
docs_src/tutorial/code_structure/tutorial001/models.py
{ "start": 306, "end": 652 }
class ____(SQLModel, table=True): id: Optional[int] = Field(default=None, primary_key=True) name: str = Field(index=True) secret_name: str age: Optional[int] = Field(default=None, index=True) team_id: Optional[int] = Field(default=None, foreign_key="team.id") team: Optional[Team] = Relationship...
Hero
python
plotly__plotly.py
plotly/graph_objs/scattermap/_marker.py
{ "start": 233, "end": 31049 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "scattermap" _path_str = "scattermap.marker" _valid_props = { "allowoverlap", "angle", "anglesrc", "autocolorscale", "cauto", "cmax", "cmid", "cmin", "color", "coloraxis", ...
Marker
python
networkx__networkx
networkx/linalg/tests/test_laplacian.py
{ "start": 103, "end": 13953 }
class ____: @classmethod def setup_class(cls): deg = [3, 2, 2, 1, 0] cls.G = nx.havel_hakimi_graph(deg) cls.WG = nx.Graph( (u, v, {"weight": 0.5, "other": 0.3}) for (u, v) in cls.G.edges() ) cls.WG.add_node(4) cls.MG = nx.MultiGraph(cls.G) # G...
TestLaplacian
python
dask__dask
dask/_task_spec.py
{ "start": 27057, "end": 27119 }
class ____(NestedContainer): constructor = klass = list
List
python
apache__airflow
airflow-core/src/airflow/exceptions.py
{ "start": 4224, "end": 4330 }
class ____(AirflowNotFoundException): """Raise when a DAG is not available in the system."""
DagNotFound
python
qdrant__qdrant-client
qdrant_client/qdrant_remote.py
{ "start": 1352, "end": 109008 }
class ____(QdrantBase): DEFAULT_GRPC_TIMEOUT = 5 # seconds DEFAULT_GRPC_POOL_SIZE = 3 def __init__( self, url: Optional[str] = None, port: Optional[int] = 6333, grpc_port: int = 6334, prefer_grpc: bool = False, https: Optional[bool] = None, api_key: ...
QdrantRemote
python
wandb__wandb
wandb/sdk/internal/_generated/server_features_query.py
{ "start": 210, "end": 335 }
class ____(GQLResult): server_info: Optional[ServerFeaturesQueryServerInfo] = Field(alias="serverInfo")
ServerFeaturesQuery
python
huggingface__transformers
src/transformers/models/llava_onevision/modeling_llava_onevision.py
{ "start": 32119, "end": 44951 }
class ____(LlavaOnevisionPreTrainedModel, GenerationMixin): _checkpoint_conversion_mapping = { r"^language_model.model": "model.language_model", r"^vision_tower": "model.vision_tower", r"^multi_modal_projector": "model.multi_modal_projector", r"^image_newline": "model.image_newline",...
LlavaOnevisionForConditionalGeneration
python
catalyst-team__catalyst
catalyst/contrib/datasets/misc_cv.py
{ "start": 184, "end": 2476 }
class ____(ImageFolderDataset): """ Base class for datasets with the following structure: .. code-block:: bash path/to/dataset/ |-- train/ | |-- class1/ # folder of N images | | |-- train_image11 | | |-- train_image12 | | ... | | `...
ImageClassificationDataset
python
fastapi__sqlmodel
docs_src/tutorial/connect/select/tutorial004.py
{ "start": 254, "end": 2190 }
class ____(SQLModel, table=True): id: Optional[int] = Field(default=None, primary_key=True) name: str = Field(index=True) secret_name: str age: Optional[int] = Field(default=None, index=True) team_id: Optional[int] = Field(default=None, foreign_key="team.id") sqlite_file_name = "database.db" sqli...
Hero
python
django__django
django/contrib/postgres/constraints.py
{ "start": 557, "end": 664 }
class ____(IndexExpression): template = "%(expressions)s WITH %(operator)s"
ExclusionConstraintExpression
python
yaml__pyyaml
lib/yaml/tokens.py
{ "start": 1915, "end": 2112 }
class ____(Token): id = '<anchor>' def __init__(self, value, start_mark, end_mark): self.value = value self.start_mark = start_mark self.end_mark = end_mark
AnchorToken
python
google__jax
tests/pallas/mosaic_gpu_test.py
{ "start": 5874, "end": 89740 }
class ____(PallasTest): def test_jitted_function_containing_multiple_pallas_calls(self): # This test aims to ensure that execution works correctly inside CUDA # graphs. This is complementary to the test in # jaxlib/mosaic/gpu/custom_call_test.cc that checks that such jitted # functions do invoke CUDA...
PallasCallTest
python
dagster-io__dagster
python_modules/dagster/dagster/_core/execution/context/logger.py
{ "start": 389, "end": 2170 }
class ____: """The context object available as the argument to the initialization function of a :py:class:`dagster.LoggerDefinition`. Users should not instantiate this object directly. To construct an `InitLoggerContext` for testing purposes, use :py:func:`dagster. build_init_logger_context`. Exam...
InitLoggerContext
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/uninitializedVariable2.py
{ "start": 989, "end": 1021 }
class ____(IAbstract): p3: int
I
python
django__django
tests/generic_inline_admin/tests.py
{ "start": 11126, "end": 11400 }
class ____(SimpleTestCase): def test_no_deletion(self): inline = MediaPermanentInline(EpisodePermanent, admin_site) fake_request = object() formset = inline.get_formset(fake_request) self.assertFalse(formset.can_delete)
NoInlineDeletionTest
python
pytorch__pytorch
torch/distributed/fsdp/api.py
{ "start": 2904, "end": 5102 }
class ____(Enum): """ This configures explicit backward prefetching, which improves throughput by enabling communication and computation overlap in the backward pass at the cost of slightly increased memory usage. - ``BACKWARD_PRE``: This enables the most overlap but increases memory usage th...
BackwardPrefetch
python
davidhalter__jedi
test/completion/usages.py
{ "start": 2590, "end": 2826 }
class ____(object): #< 8 (0,8), (2,13) def a_method(self): #< 13 (-2,8), (0,13) self.a_method() #< 13 (2,8), (0,13), (3,13) self.b_method() def b_method(self): self.b_method
TestMethods
python
pytorch__pytorch
torch/utils/benchmark/op_fuzzers/unary.py
{ "start": 321, "end": 3154 }
class ____(Fuzzer): def __init__(self, seed, dtype=torch.float32, cuda=False) -> None: super().__init__( parameters=[ # Dimensionality of x. (e.g. 1D, 2D, or 3D.) FuzzedParameter("dim", distribution={1: 0.3, 2: 0.4, 3: 0.3}, strict=True), # Shapes...
UnaryOpFuzzer
python
huggingface__transformers
src/transformers/models/qwen3_omni_moe/modeling_qwen3_omni_moe.py
{ "start": 85587, "end": 104927 }
class ____( Qwen3OmniMoePreTrainedModelForConditionalGeneration, GenerationMixin ): config: Qwen3OmniMoeThinkerConfig base_model_prefix = "thinker" _tied_weights_keys = {"lm_head.weight": "model.embed_tokens.weight"} _no_split_modules = [ "Qwen3OmniMoeAudioEncoderLayer", "Qwen3OmniMo...
Qwen3OmniMoeThinkerForConditionalGeneration
python
pallets__werkzeug
examples/i18nurls/application.py
{ "start": 1836, "end": 2865 }
class ____: def __init__(self): from i18nurls import views self.not_found = views.page_not_found def __call__(self, environ, start_response): urls = map.bind_to_environ(environ) req = Request(environ, urls) try: endpoint, args = urls.match(req.path) ...
Application
python
keras-team__keras
keras/src/layers/reshaping/zero_padding1d_test.py
{ "start": 157, "end": 2719 }
class ____(testing.TestCase): @parameterized.parameters( {"data_format": "channels_first"}, {"data_format": "channels_last"}, ) def test_zero_padding_1d(self, data_format): inputs = np.random.rand(1, 2, 3) outputs = layers.ZeroPadding1D(padding=(1, 2), data_format=data_format...
ZeroPadding1DTest
python
huggingface__transformers
src/transformers/models/falcon_mamba/modular_falcon_mamba.py
{ "start": 11078, "end": 25556 }
class ____(MambaMixer): def warn_slow_implementation(self): causal_conv1d = lazy_load_kernel("causal-conv1d") causal_conv1d_update, causal_conv1d_fn = ( (causal_conv1d.causal_conv1d_update, causal_conv1d.causal_conv1d_fn) if causal_conv1d is not None else (None, N...
FalconMambaMixer
python
fastai__fastai
fastai/vision/models/unet.py
{ "start": 783, "end": 2091 }
class ____(Module): "A quasi-UNet block, using `PixelShuffle_ICNR upsampling`." @delegates(ConvLayer.__init__) def __init__(self, up_in_c, x_in_c, hook, final_div=True, blur=False, act_cls=defaults.activation, self_attention=False, init=nn.init.kaiming_normal_, norm_type=None, **kwargs): ...
UnetBlock
python
django-extensions__django-extensions
tests/management/commands/test_list_signals.py
{ "start": 118, "end": 845 }
class ____(TestCase): """Tests for list_signals command.""" def setUp(self): self.out = StringIO() def test_should_print_all_signals(self): expected_result = """django.contrib.sites.models.Site (site) pre_delete django.contrib.sites.models.clear_site_cache # pre_save ...
ListSignalsTests
python
doocs__leetcode
solution/3700-3799/3746.Minimum String Length After Balanced Removals/Solution.py
{ "start": 0, "end": 143 }
class ____: def minLengthAfterRemovals(self, s: str) -> int: a = s.count("a") b = len(s) - a return abs(a - b)
Solution
python
networkx__networkx
networkx/generators/tests/test_geometric.py
{ "start": 170, "end": 2527 }
class ____: """Unit tests for :func:`~networkx.random_geometric_graph`""" def test_number_of_nodes(self): G = nx.random_geometric_graph(50, 0.25, seed=42) assert len(G) == 50 G = nx.random_geometric_graph(range(50), 0.25, seed=42) assert len(G) == 50 def test_distances(self...
TestRandomGeometricGraph
python
apache__airflow
providers/amazon/src/airflow/providers/amazon/aws/operators/dms.py
{ "start": 6712, "end": 8512 }
class ____(AwsBaseOperator[DmsHook]): """ Describes AWS DMS replication tasks. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:DmsDescribeTasksOperator` :param describe_tasks_kwargs: Describe tasks command arguments :par...
DmsDescribeTasksOperator
python
mlflow__mlflow
tests/transformers/test_transformers_llm_inference_utils.py
{ "start": 2476, "end": 10776 }
class ____(NamedTuple): data: Any params: Any expected_data: Any expected_params: Any @pytest.mark.parametrize( "case", [ # Case 0: Data only includes prompt _TestCase( data=pd.DataFrame({"prompt": ["Hello world!"]}), params={}, expected_data...
_TestCase
python
pytorch__pytorch
torch/_functorch/_aot_autograd/descriptors.py
{ "start": 16243, "end": 16584 }
class ____(DifferentiableAOTInput): """The input is a buffer, whose FQN is target""" target: str def expr(self) -> str: return f"self.get_buffer({self.target!r})" def is_param(self) -> bool: return False def is_buffer(self) -> bool: return True @dataclasses.dataclass(fr...
BufferAOTInput
python
walkccc__LeetCode
solutions/97. Interleaving String/97.py
{ "start": 0, "end": 717 }
class ____: def isInterleave(self, s1: str, s2: str, s3: str) -> bool: m = len(s1) n = len(s2) if m + n != len(s3): return False # dp[i][j] := true if s3[0..i + j) is formed by the interleaving of # s1[0..i) and s2[0..j) dp = [[False] * (n + 1) for _ in range(m + 1)] dp[0][0] = True...
Solution
python
doocs__leetcode
solution/0400-0499/0494.Target Sum/Solution.py
{ "start": 0, "end": 496 }
class ____: def findTargetSumWays(self, nums: List[int], target: int) -> int: s = sum(nums) if s < target or (s - target) % 2: return 0 m, n = len(nums), (s - target) // 2 f = [[0] * (n + 1) for _ in range(m + 1)] f[0][0] = 1 for i, x in enumerate(nums, 1)...
Solution
python
django__django
tests/auth_tests/urls.py
{ "start": 2797, "end": 2964 }
class ____(View): def get(self, request, *args, **kwargs): return HttpResponse() @method_decorator(login_not_required, name="dispatch")
EmptyResponseBaseView
python
huggingface__transformers
src/transformers/models/deberta/configuration_deberta.py
{ "start": 778, "end": 7173 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`DebertaModel`]. It is used to instantiate a DeBERTa model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yield a similar confi...
DebertaConfig
python
getsentry__sentry
src/sentry/api/fields/serializedfile.py
{ "start": 292, "end": 425 }
class ____(SentryAPIException): status_code = 413 default_detail = "File too large" default_code = "too_large"
FileTooLarge
python
neetcode-gh__leetcode
python/0001-two-sum.py
{ "start": 0, "end": 287 }
class ____: def twoSum(self, nums: List[int], target: int) -> List[int]: prevMap = {} # val -> index for i, n in enumerate(nums): diff = target - n if diff in prevMap: return [prevMap[diff], i] prevMap[n] = i
Solution
python
getsentry__sentry
src/sentry/api/serializers/models/dashboard.py
{ "start": 12113, "end": 12476 }
class ____(Serializer): def serialize(self, obj, attrs, user, **kwargs) -> OnDemandResponse: return { "enabled": obj.extraction_enabled(), "extractionState": obj.extraction_state, "dashboardWidgetQueryId": obj.dashboard_widget_query_id, } @register(DashboardWidg...
DashboardWidgetQueryOnDemandSerializer
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_chart_theme07.py
{ "start": 350, "end": 2146 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("chart_theme07.xlsx") def test_create_file(self): """Test the creation of an XlsxWriter file with chart formatting.""" workbook = Wo...
TestCompareXLSXFiles
python
doocs__leetcode
solution/2900-2999/2913.Subarrays Distinct Element Sum of Squares I/Solution.py
{ "start": 0, "end": 267 }
class ____: def sumCounts(self, nums: List[int]) -> int: ans, n = 0, len(nums) for i in range(n): s = set() for j in range(i, n): s.add(nums[j]) ans += len(s) * len(s) return ans
Solution
python
getsentry__sentry
tests/sentry/hybridcloud/test_organization.py
{ "start": 10576, "end": 15103 }
class ____(TestCase): def test_get_audit_log_metadata(self) -> None: org = self.create_organization(owner=self.user) user = self.create_user(email="foobar@sentry.io") member = self.create_member(user_id=user.id, role="owner", organization_id=org.id) self.create_team(organization=org,...
RpcOrganizationMemberTest
python
xlwings__xlwings
xlwings/constants.py
{ "start": 32653, "end": 32915 }
class ____: xlCalculationAutomatic = -4105 # from enum XlCalculation xlCalculationManual = -4135 # from enum XlCalculation xlCalculationSemiautomatic = 2 # from enum XlCalculation calculations = ("automatic", "manual", "semiautomatic")
Calculation
python
apache__avro
lang/py/avro/test/test_io.py
{ "start": 14692, "end": 16114 }
class ____(unittest.TestCase): def __init__(self, write_type: str, read_type: str) -> None: """Ignore the normal signature for unittest.TestCase because we are generating many test cases from this one class. This is safe as long as the autoloader ignores this class. The autoloader will ignor...
SchemaPromotionTestCase
python
modin-project__modin
asv_bench/benchmarks/benchmarks.py
{ "start": 38778, "end": 39145 }
class ____: params = [get_benchmark_shapes("TimeIsnull")] param_names = ["shape"] def setup(self, shape): sample = np.array([np.nan, 1.0]) data = np.random.choice(sample, (shape[0], shape[1])) self.df = IMPL.DataFrame(data) execute(self.df) def time_isnull(self, shape):...
TimeIsnull
python
huggingface__transformers
src/transformers/models/ernie4_5_moe/modular_ernie4_5_moe.py
{ "start": 1717, "end": 2159 }
class ____(Qwen3MoeMLP): def __init__(self, config, intermediate_size=None): super().__init__(config, intermediate_size) self.gate_proj = nn.Linear(self.hidden_size, self.intermediate_size, bias=config.use_bias) self.up_proj = nn.Linear(self.hidden_size, self.intermediate_size, bias=config....
Ernie4_5_MoeMLP
python
keras-team__keras
keras/src/backend/jax/core_test.py
{ "start": 570, "end": 2433 }
class ____(testing.TestCase): def setup(self): super().setup() class NNXModel(nnx.Module): def __init__(self, rngs): self.linear = nnx.Linear(2, 3, rngs=rngs) # Use NnxVariable directly as KerasJaxVariable # might be JaxVariable if NNX is ...
NnxVariableTest
python
pydantic__pydantic
pydantic-core/tests/test_errors.py
{ "start": 30162, "end": 33009 }
class ____(enum.Enum): CAUSE = enum.auto() NO_CAUSE = enum.auto() IMPORT_ERROR = enum.auto() @pytest.mark.parametrize( 'desc,config,expected_result', [ # Without the backport should still work after 3.10 as not needed: ( 'Enabled', CoreConfig(validation_error_cause...
CauseResult
python
getsentry__sentry
src/sentry/relay/types/rule_condition.py
{ "start": 1173, "end": 1296 }
class ____(TypedDict): """Less than condition""" op: Literal["lt"] name: str value: Value | None
LtCondition
python
numba__numba
numba/core/debuginfo.py
{ "start": 571, "end": 1528 }
class ____(metaclass=abc.ABCMeta): @abc.abstractmethod def mark_variable(self, builder, allocavalue, name, lltype, size, line, datamodel=None, argidx=None): """Emit debug info for the variable. """ pass @abc.abstractmethod def mark_location(self, builder, l...
AbstractDIBuilder
python
walkccc__LeetCode
solutions/2149. Rearrange Array Elements by Sign/2149.py
{ "start": 0, "end": 247 }
class ____: def rearrangeArray(self, nums: list[int]) -> list[int]: ans = [] pos = [] neg = [] for num in nums: (pos if num > 0 else neg).append(num) for p, n in zip(pos, neg): ans += [p, n] return ans
Solution
python
doocs__leetcode
solution/0300-0399/0331.Verify Preorder Serialization of a Binary Tree/Solution.py
{ "start": 0, "end": 347 }
class ____: def isValidSerialization(self, preorder: str) -> bool: stk = [] for c in preorder.split(","): stk.append(c) while len(stk) > 2 and stk[-1] == stk[-2] == "#" and stk[-3] != "#": stk = stk[:-3] stk.append("#") return len(stk) ...
Solution
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/solver15.py
{ "start": 438, "end": 543 }
class ____: ... E = TypeVar("E", bound=F) def coercer_method(value: E | str, enum: type[E]) -> E: ...
F
python
arrow-py__arrow
arrow/locales.py
{ "start": 84997, "end": 87267 }
class ____(Locale): names = ["hu", "hu-hu"] past = "{0} ezelőtt" future = "{0} múlva" timeframes: ClassVar[Mapping[TimeFrameLiteral, Union[str, Mapping[str, str]]]] = { "now": "éppen most", "second": {"past": "egy második", "future": "egy második"}, "seconds": {"past": "{0} más...
HungarianLocale
python
huggingface__transformers
src/transformers/models/csm/modeling_csm.py
{ "start": 6352, "end": 9343 }
class ____(nn.Module): inv_freq: torch.Tensor # fix linting for `register_buffer` def __init__(self, config: CsmConfig, device=None): super().__init__() self.max_seq_len_cached = config.max_position_embeddings self.original_max_seq_len = config.max_position_embeddings self.con...
CsmRotaryEmbedding
python
tensorflow__tensorflow
tensorflow/python/keras/engine/training_v1.py
{ "start": 3544, "end": 125150 }
class ____(training_lib.Model): """`Model` groups layers into an object with training and inference features. There are two ways to instantiate a `Model`: 1 - With the "functional API", where you start from `Input`, you chain layer calls to specify the model's forward pass, and finally you create your model...
Model
python
RaRe-Technologies__gensim
gensim/models/hdpmodel.py
{ "start": 4149, "end": 5037 }
class ____: """Stores sufficient statistics for the current chunk of document(s) whenever Hdp model is updated with new corpus. These stats are used when updating lambda and top level sticks. The statistics include number of documents in the chunk, length of words in the documents and top level truncation l...
SuffStats
python
ray-project__ray
python/ray/tests/test_client_reconnect.py
{ "start": 3630, "end": 7642 }
class ____(ray_client_pb2_grpc.RayletDriverServicer): """ Forwards all requests to the raylet driver servicer. Useful for injecting errors between a client and server pair. """ def __init__( self, on_request: Optional[Hook] = None, on_response: Optional[Hook] = None ): """ ...
MiddlemanRayletServicer
python
encode__django-rest-framework
tests/test_bound_fields.py
{ "start": 3717, "end": 8368 }
class ____: def test_nested_empty_bound_field(self): class Nested(serializers.Serializer): more_text = serializers.CharField(max_length=100) amount = serializers.IntegerField() class ExampleSerializer(serializers.Serializer): text = serializers.CharField(max_leng...
TestNestedBoundField
python
kubernetes-client__python
kubernetes/client/models/v1_daemon_set_status.py
{ "start": 383, "end": 15485 }
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...
V1DaemonSetStatus
python
numba__numba
numba/core/typing/setdecl.py
{ "start": 2669, "end": 3209 }
class ____(AbstractTemplate): def generic(self, args, kws): if len(args) != 2: return a, b = args if isinstance(a, types.Set) and isinstance(b, types.Set) and a == b: return signature(types.boolean, *args) for op_key in (operator.add, operator.invert): @infer_g...
SetComparison
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 309599, "end": 310107 }
class ____(sgqlc.types.Input): """Ways in which team discussion comment connections can be ordered.""" __schema__ = github_schema __field_names__ = ("field", "direction") field = sgqlc.types.Field(sgqlc.types.non_null(TeamDiscussionCommentOrderField), graphql_name="field") """The field by which to ...
TeamDiscussionCommentOrder
python
spyder-ide__spyder
spyder/plugins/statusbar/plugin.py
{ "start": 794, "end": 8390 }
class ____(SpyderPluginV2): """Status bar plugin.""" NAME = 'statusbar' REQUIRES = [Plugins.Preferences] CONTAINER_CLASS = StatusBarContainer CONF_SECTION = NAME CONF_FILE = False CONF_WIDGET_CLASS = StatusBarConfigPage STATUS_WIDGETS = {} EXTERNAL_RIGHT_WIDGETS = {} EXTERNAL_L...
StatusBar
python
dask__dask
dask/tests/test_task_spec.py
{ "start": 5878, "end": 11933 }
class ____: deserialized = False serialized = False def __getstate__(self): if SerializeOnlyOnce.serialized: raise RuntimeError() SerializeOnlyOnce.serialized = True return {} def __setstate__(self, state): if SerializeOnlyOnce.deserialized: rais...
SerializeOnlyOnce
python
huggingface__transformers
src/transformers/models/longformer/modeling_longformer.py
{ "start": 9855, "end": 12713 }
class ____(ModelOutput): r""" loss (`torch.FloatTensor` of shape `(1,)`, *optional*, returned when `labels` is provided): Total span extraction loss is the sum of a Cross-Entropy for the start and end positions. attentions (`tuple(torch.FloatTensor)`, *optional*, returned when `output_attentions=Tru...
LongformerQuestionAnsweringModelOutput
python
doocs__leetcode
solution/1300-1399/1331.Rank Transform of an Array/Solution.py
{ "start": 0, "end": 157 }
class ____: def arrayRankTransform(self, arr: List[int]) -> List[int]: t = sorted(set(arr)) return [bisect_right(t, x) for x in arr]
Solution
python
matplotlib__matplotlib
lib/matplotlib/patches.py
{ "start": 41622, "end": 44411 }
class ____(Patch): """Wedge shaped patch.""" def __str__(self): pars = (self.center[0], self.center[1], self.r, self.theta1, self.theta2, self.width) fmt = "Wedge(center=(%g, %g), r=%g, theta1=%g, theta2=%g, width=%s)" return fmt % pars @_docstring.interpd def _...
Wedge
python
fastapi__sqlmodel
docs_src/tutorial/relationship_attributes/cascade_delete_relationships/tutorial001_py39.py
{ "start": 114, "end": 353 }
class ____(SQLModel, table=True): id: Optional[int] = Field(default=None, primary_key=True) name: str = Field(index=True) headquarters: str heroes: list["Hero"] = Relationship(back_populates="team", cascade_delete=True)
Team
python
fluentpython__example-code-2e
24-class-metaprog/tinyenums/microenum.py
{ "start": 728, "end": 1084 }
class ____(dict): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.__next_value = 0 def __missing__(self, key): if key.startswith('__') and key.endswith('__'): raise KeyError(key) self[key] = value = self.__next_value self.__next_va...
WilyDict
python
scipy__scipy
benchmarks/benchmarks/go_benchmark_functions/go_funcs_M.py
{ "start": 218, "end": 1197 }
class ____(Benchmark): r""" Matyas objective function. This class defines the Matyas [1]_ global optimization problem. This is a multimodal minimization problem defined as follows: .. math:: f_{\text{Matyas}}(x) = 0.26(x_1^2 + x_2^2) - 0.48 x_1 x_2 with :math:`x_i \in [-10, 10]` fo...
Matyas
python
kubernetes-client__python
kubernetes/client/models/v1beta1_ip_address.py
{ "start": 383, "end": 6626 }
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...
V1beta1IPAddress
python
fastai__fastai
fastai/callback/schedule.py
{ "start": 3661, "end": 7825 }
class ____(Callback): "Schedule hyper-parameters according to `scheds`" order,run_valid = 60,False def __init__(self, scheds): self.scheds = scheds def before_fit(self): self.hps = {p:[] for p in self.scheds.keys()} def before_batch(self): self._update_val(self.pct_train) def _update_val(self,...
ParamScheduler
python
apache__airflow
airflow-ctl/src/airflowctl/api/datamodels/generated.py
{ "start": 37441, "end": 38187 }
class ____(BaseModel): """ Request body for bulk update, and delete task instances. """ model_config = ConfigDict( extra="forbid", ) new_state: TaskInstanceState | None = None note: Annotated[Note | None, Field(title="Note")] = None include_upstream: Annotated[bool | None, Field...
BulkTaskInstanceBody
python
allegroai__clearml
clearml/backend_api/services/v2_13/workers.py
{ "start": 25100, "end": 28049 }
class ____(NonStrictDataModel): """ :param id: ID :type id: str :param name: Name :type name: str :param running_time: Task running time :type running_time: int :param last_iteration: Last task iteration :type last_iteration: int """ _schema = { "properties": { ...
CurrentTaskEntry
python
pola-rs__polars
py-polars/src/polars/datatypes/classes.py
{ "start": 32079, "end": 35530 }
class ____(NestedType): """ Fixed length list type. Parameters ---------- inner The `DataType` of the values within each array. shape The shape of the arrays. width The length of the arrays. .. deprecated:: 0.20.31 The `width` parameter for `Arra...
Array
python
run-llama__llama_index
llama-index-experimental/llama_index/experimental/param_tuner/base.py
{ "start": 3789, "end": 6374 }
class ____(BaseParamTuner): """ Async Parameter tuner. Args: param_dict(Dict): A dictionary of parameters to iterate over. Example param_dict: { "num_epochs": [10, 20], "batch_size": [8, 16, 32], } fixed_param_dict(Dict): A...
AsyncParamTuner
python
sympy__sympy
sympy/codegen/ast.py
{ "start": 36897, "end": 40787 }
class ____(FloatBaseType): """ Represents a floating point type with fixed bit width. Base 2 & one sign bit is assumed. Parameters ========== name : str Name of the type. nbits : integer Number of bits used (storage). nmant : integer Number of bits used to represen...
FloatType
python
allegroai__clearml
clearml/backend_api/services/v2_23/dataviews.py
{ "start": 148373, "end": 173123 }
class ____(Request): """ Get dataview information :param dataview: Datatview ID :type dataview: str :param name: Dataview name :type name: str :param description: Dataview description :type description: str :param project: Project ID of the project to which this task is assigned ...
UpdateRequest
python
PyCQA__pylint
tests/functional/m/membership_protocol.py
{ "start": 1590, "end": 1833 }
class ____: valid_values = None def validate(self, value): if self.valid_values is None: return True else: # error should not be emitted here return value in self.valid_values
BaseThing
python
urllib3__urllib3
src/urllib3/exceptions.py
{ "start": 2161, "end": 2910 }
class ____(RequestError): """Raised when the maximum number of retries is exceeded. :param pool: The connection pool :type pool: :class:`~urllib3.connectionpool.HTTPConnectionPool` :param str url: The requested Url :param reason: The underlying error :type reason: :class:`Exception` """ ...
MaxRetryError
python
openai__openai-python
src/openai/resources/images.py
{ "start": 47429, "end": 93923 }
class ____(AsyncAPIResource): @cached_property def with_raw_response(self) -> AsyncImagesWithRawResponse: """ This property can be used as a prefix for any HTTP method call to return the raw response object instead of the parsed content. For more information, see https://www.git...
AsyncImages
python
pytorch__pytorch
torch/fx/passes/backends/cudagraphs.py
{ "start": 354, "end": 2079 }
class ____(OperatorSupport): # TODO: why is submodules passed here def is_node_supported(self, submodules, node: torch.fx.Node) -> bool: if node.op not in CALLABLE_NODE_OPS: return False if node.target is torch.ops.aten.embedding_dense_backward.default: return False ...
CudaGraphsSupport