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python
huggingface__transformers
src/transformers/models/granitemoe/configuration_granitemoe.py
{ "start": 1171, "end": 9299 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`GraniteMoeModel`]. It is used to instantiate an GraniteMoe model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yield a simila...
GraniteMoeConfig
python
ray-project__ray
rllib/examples/envs/classes/multi_agent/double_row_corridor_env.py
{ "start": 194, "end": 4930 }
class ____(MultiAgentEnv): """A MultiAgentEnv with a single, global observation space for all agents. There are two agents in this grid-world-style environment, `agent_0` and `agent_1`. The grid has two-rows and multiple columns and agents must, each separately, reach their individual goal position to ...
DoubleRowCorridorEnv
python
readthedocs__readthedocs.org
readthedocs/proxito/constants.py
{ "start": 46, "end": 274 }
class ____(Enum): http_to_https = auto() to_canonical_domain = auto() subproject_to_main_domain = auto() # Application defined redirect. system = auto() # User defined redirect. user = auto()
RedirectType
python
PrefectHQ__prefect
tests/deployment/test_steps.py
{ "start": 8892, "end": 24268 }
class ____: @pytest.mark.usefixtures("clean_asserting_events_client") async def test_run_steps_emits_pull_step_events( self, monkeypatch: pytest.MonkeyPatch ): from prefect.events.clients import AssertingEventsClient flow_run_id = str(uuid.uuid4()) monkeypatch.setenv("PREFEC...
TestRunSteps
python
huggingface__transformers
src/transformers/models/mgp_str/modeling_mgp_str.py
{ "start": 10519, "end": 11759 }
class ____(nn.Module): def __init__(self, config: MgpstrConfig): super().__init__() self.token_norm = nn.LayerNorm(config.hidden_size, eps=config.layer_norm_eps) self.tokenLearner = nn.Sequential( nn.Conv2d(config.hidden_size, config.hidden_size, kernel_size=(1, 1), stride=1, gro...
MgpstrA3Module
python
getsentry__sentry
src/sentry/apidocs/parameters.py
{ "start": 16814, "end": 17080 }
class ____: SENTRY_APP_ID_OR_SLUG = OpenApiParameter( name="sentry_app_id_or_slug", location="path", required=True, many=False, type=str, description="The ID or slug of the custom integration.", )
SentryAppParams
python
run-llama__llama_index
llama-index-packs/llama-index-packs-nebulagraph-query-engine/llama_index/packs/nebulagraph_query_engine/base.py
{ "start": 613, "end": 910 }
class ____(str, Enum): """NebulaGraph query engine type.""" KG_KEYWORD = "keyword" KG_HYBRID = "hybrid" RAW_VECTOR = "vector" RAW_VECTOR_KG_COMBO = "vector_kg" KG_QE = "KnowledgeGraphQueryEngine" KG_RAG_RETRIEVER = "KnowledgeGraphRAGRetriever"
NebulaGraphQueryEngineType
python
huggingface__transformers
src/transformers/models/bert_japanese/tokenization_bert_japanese.py
{ "start": 22920, "end": 24278 }
class ____: """Runs Character tokenization.""" def __init__(self, vocab, unk_token, normalize_text=True): """ Constructs a CharacterTokenizer. Args: **vocab**: Vocabulary object. **unk_token**: str A special symbol for out-of-voca...
CharacterTokenizer
python
faif__python-patterns
patterns/other/graph_search.py
{ "start": 54, "end": 4905 }
class ____: """Graph search emulation in python, from source http://www.python.org/doc/essays/graphs/ dfs stands for Depth First Search bfs stands for Breadth First Search""" def __init__(self, graph: Dict[str, List[str]]) -> None: self.graph = graph def find_path_dfs( self, s...
GraphSearch
python
huggingface__transformers
tests/models/siglip2/test_image_processing_siglip2.py
{ "start": 1137, "end": 3564 }
class ____: def __init__( self, parent, batch_size=7, num_channels=3, image_size=18, min_resolution=30, max_resolution=400, do_resize=True, size=None, do_rescale=True, rescale_factor=1 / 255, do_normalize=True, i...
Siglip2ImageProcessingTester
python
getsentry__sentry
tests/acceptance/test_organization_uptime.py
{ "start": 225, "end": 5089 }
class ____(AcceptanceTestCase): def setUp(self) -> None: super().setUp() self.uptime_path = f"/organizations/{self.organization.slug}/insights/uptime/" self.team = self.create_team(organization=self.organization, name="Uptime Team") self.project = self.create_project( or...
OrganizationUptimeTest
python
ray-project__ray
python/ray/dashboard/modules/tests/test_agent.py
{ "start": 520, "end": 1423 }
class ____(dashboard_utils.DashboardAgentModule): def __init__(self, dashboard_agent): super().__init__(dashboard_agent) @staticmethod def is_minimal_module(): return False @routes.get("/test/http_get_from_agent") async def get_url(self, req) -> aiohttp.web.Response: url = ...
TestAgent
python
crytic__slither
slither/vyper_parsing/variables/event_variable.py
{ "start": 184, "end": 879 }
class ____: def __init__(self, variable: EventVariable, variable_data: AnnAssign): self._variable = variable self._variable.name = variable_data.target.id if ( isinstance(variable_data.annotation, Call) and variable_data.annotation.func.id == "indexed" ): ...
EventVariableVyper
python
pytorch__pytorch
torch/ao/quantization/observer.py
{ "start": 64757, "end": 65286 }
class ____(Granularity): """ Represents per-axis granularity in quantization. This granularity type calculates different quantization parameters along a specified axis of the tensor. For example if the input tensor is shape [8, 16] and axis=0, then the quantization parameters are calculated fo...
PerAxis
python
langchain-ai__langchain
libs/langchain_v1/tests/unit_tests/agents/middleware/core/test_wrap_model_call.py
{ "start": 46420, "end": 48490 }
class ____: """Test edge cases and error conditions.""" def test_middleware_modifies_request(self) -> None: """Test middleware that modifies the request before execution.""" modified_messages = [] class RequestModifyingMiddleware(AgentMiddleware): def wrap_model_call(self, ...
TestEdgeCases
python
kamyu104__LeetCode-Solutions
Python/shortest-distance-after-road-addition-queries-i.py
{ "start": 39, "end": 888 }
class ____(object): def shortestDistanceAfterQueries(self, n, queries): """ :type n: int :type queries: List[List[int]] :rtype: List[int] """ def bfs(u, v): adj[u].append(v) q = [u] while q: new_q = [] ...
Solution
python
pennersr__django-allauth
allauth/socialaccount/providers/box/provider.py
{ "start": 265, "end": 640 }
class ____(OAuth2Provider): id = "box" name = "Box" account_class = BoxOAuth2Account oauth2_adapter_class = BoxOAuth2Adapter def extract_uid(self, data): return data["id"] def extract_common_fields(self, data): return dict(name=data.get("display_name"), email=data.get("email"))...
BoxOAuth2Provider
python
pypa__setuptools
setuptools/tests/test_editable_install.py
{ "start": 8873, "end": 14238 }
class ____: def test_namespace_package_importable(self, venv, tmp_path, editable_opts): """ Installing two packages sharing the same namespace, one installed normally using pip and the other installed in editable mode should allow importing both packages. """ pkg_A = ...
TestPep420Namespaces
python
jazzband__django-simple-history
runtests.py
{ "start": 739, "end": 5363 }
class ____: def __contains__(self, item): return True def __getitem__(self, item): return None DATABASE_NAME_TO_DATABASE_SETTINGS = { "sqlite3": { "default": { "ENGINE": "django.db.backends.sqlite3", }, "other": {"ENGINE": "django.db.backends.sqlite3"},...
DisableMigrations
python
readthedocs__readthedocs.org
readthedocs/organizations/views/base.py
{ "start": 3048, "end": 4269 }
class ____(OrganizationMixin): """ Add team query and instance methods for team related views. This extends the :py:cls:`OrganizationMixin` to provide both teams and organizations to the team views. Team forms are passed in the organization determined from the organization url kwarg. """ d...
OrganizationTeamMixin
python
dask__dask
dask/bag/tests/test_bag.py
{ "start": 43216, "end": 54625 }
class ____(int): def __eq__(self, other): assert isinstance(other, StrictReal) return self.real == other.real def __ne__(self, other): assert isinstance(other, StrictReal) return self.real != other.real def test_reduction_with_non_comparable_objects(): b = db.from_sequence...
StrictReal
python
numba__numba
numba/cuda/cudadecl.py
{ "start": 16175, "end": 16418 }
class ____(AttributeTemplate): key = dim3 def resolve_x(self, mod): return types.int32 def resolve_y(self, mod): return types.int32 def resolve_z(self, mod): return types.int32 @register_attr
Dim3_attrs
python
skorch-dev__skorch
skorch/tests/test_utils.py
{ "start": 275, "end": 4525 }
class ____: @pytest.fixture def to_tensor(self): from skorch.utils import to_tensor return to_tensor @pytest.mark.skipif(not torch.cuda.is_available(), reason="no cuda device") def test_device_setting_cuda(self, to_tensor): x = np.ones((2, 3, 4)) t = to_tensor(x, device=...
TestToTensor
python
sqlalchemy__sqlalchemy
test/orm/test_eager_relations.py
{ "start": 191036, "end": 193351 }
class ____( fixtures.DeclarativeMappedTest, testing.AssertsCompiledSQL ): __dialect__ = "default" @classmethod def setup_classes(cls): Base = cls.DeclarativeBasic class PersistentObject(Base): __tablename__ = "persistent" id = Column( Integer, pr...
CyclicalInheritingEagerTestTwo
python
astropy__astropy
astropy/cosmology/_src/tests/io/test_ecsv.py
{ "start": 7844, "end": 8260 }
class ____(ReadWriteDirectTestBase, ReadWriteECSVTestMixin): """ Directly test ``read/write_ecsv``. These are not public API and are discouraged from use, in favor of ``Cosmology.read/write(..., format="ascii.ecsv")``, but should be tested regardless b/c they are used internally. """ def se...
TestReadWriteECSV
python
django__django
tests/select_related_regress/models.py
{ "start": 2151, "end": 2208 }
class ____(Parent): value = models.IntegerField()
Child
python
huggingface__transformers
src/transformers/models/sam3_tracker_video/modular_sam3_tracker_video.py
{ "start": 3819, "end": 17844 }
class ____(PreTrainedConfig): r""" [`Sam3TrackerVideoConfig`] is the configuration class to store the configuration of a [`Sam3TrackerVideoModel`]. It is used to instantiate a SAM3 tracker video model according to the specified arguments, defining the memory attention, memory encoder, and image encoder ...
Sam3TrackerVideoConfig
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/protocol1.py
{ "start": 1439, "end": 1684 }
class ____: def do(self, x: int | None): pass def use_protocol1(a: Abstract1[int]): a.do(1) use_protocol1(Concrete1()) # This should generate an error because TypeVars cannot # be defined in both Protocol and Generic.
Concrete1
python
readthedocs__readthedocs.org
readthedocs/builds/managers.py
{ "start": 4115, "end": 4583 }
class ____(models.Manager): def register_match(self, rule, version, max_registers=15): created = self.create( rule=rule, match_arg=rule.get_match_arg(), action=rule.action, version_name=version.verbose_name, version_type=version.type, ) ...
AutomationRuleMatchManager
python
getsentry__sentry
src/sentry/monitors/validators.py
{ "start": 22104, "end": 22210 }
class ____(serializers.Serializer): trace_id = serializers.UUIDField(format="hex")
TraceContextValidator
python
wandb__wandb
wandb/vendor/pygments/lexers/fortran.py
{ "start": 492, "end": 8544 }
class ____(RegexLexer): """ Lexer for FORTRAN 90 code. .. versionadded:: 0.10 """ name = 'Fortran' aliases = ['fortran'] filenames = ['*.f03', '*.f90', '*.F03', '*.F90'] mimetypes = ['text/x-fortran'] flags = re.IGNORECASE | re.MULTILINE # Data Types: INTEGER, REAL, COMPLEX, LO...
FortranLexer
python
protocolbuffers__protobuf
python/google/protobuf/internal/proto_text_test.py
{ "start": 608, "end": 1137 }
class ____(unittest.TestCase): def test_simple_serialize(self, message_module): msg = message_module.TestAllTypes() msg.optional_int32 = 101 expected = 'optional_int32: 101\n' self.assertEqual(expected, proto_text.serialize(msg)) def test_simpor_parse(self, message_module): text = 'optional_in...
ProtoTextTest
python
dagster-io__dagster
python_modules/libraries/dagster-airbyte/dagster_airbyte/managed/generated/sources.py
{ "start": 101754, "end": 102758 }
class ____(GeneratedAirbyteSource): @public def __init__( self, name: str, api_key: str, client_secret: str, country_code: str, start_date: str ): """Airbyte Source for Search Metrics. Documentation can be found at https://docs.airbyte.com/integrations/sources/search-metrics ...
SearchMetricsSource
python
huggingface__transformers
tests/models/mimi/test_modeling_mimi.py
{ "start": 13418, "end": 20359 }
class ____(unittest.TestCase): def test_integration_using_cache_decode(self): expected_rmse = { "8": 0.0018785292, "32": 0.0012330565, } librispeech_dummy = load_dataset("hf-internal-testing/librispeech_asr_dummy", "clean", split="validation") model_id = "ky...
MimiIntegrationTest
python
run-llama__llama_index
llama-index-integrations/storage/index_store/llama-index-storage-index-store-firestore/llama_index/storage/index_store/firestore/base.py
{ "start": 179, "end": 1494 }
class ____(KVIndexStore): """ Firestore Index store. Args: firestore_kvstore (FirestoreKVStore): Firestore key-value store namespace (str): namespace for the index store """ def __init__( self, firestore_kvstore: FirestoreKVStore, namespace: Optional[str] =...
FirestoreIndexStore
python
kubernetes-client__python
kubernetes/client/models/v1_host_ip.py
{ "start": 383, "end": 3476 }
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...
V1HostIP
python
more-itertools__more-itertools
tests/test_recipes.py
{ "start": 13326, "end": 13626 }
class ____(TestCase): def test_justseen(self): u = mi.unique_justseen('AAAABBBCCDABB') self.assertEqual(list('ABCDAB'), list(u)) def test_custom_key(self): u = mi.unique_justseen('AABCcAD', str.lower) self.assertEqual(list('ABCAD'), list(u))
UniqueJustseenTests
python
encode__django-rest-framework
rest_framework/fields.py
{ "start": 68701, "end": 70221 }
class ____(Field): """ A generic field that can be used against an arbitrary model field. This is used by `ModelSerializer` when dealing with custom model fields, that do not have a serializer field to be mapped to. """ default_error_messages = { 'max_length': _('Ensure this field has n...
ModelField
python
mlflow__mlflow
mlflow/langchain/output_parsers.py
{ "start": 809, "end": 1599 }
class ____(BaseTransformOutputParser[dict[str, Any]]): """ OutputParser that wraps the string output into a dictionary representation of a :py:class:`ChatCompletionResponse` """ @classmethod def is_lc_serializable(cls) -> bool: """Return whether this class is serializable.""" re...
ChatCompletionsOutputParser
python
pola-rs__polars
py-polars/src/polars/io/iceberg/_utils.py
{ "start": 11178, "end": 14387 }
class ____: def __init__( self, table: Table, projected_filter_schema: pyiceberg.schema.Schema, ) -> None: import pyiceberg.schema from pyiceberg.io.pyarrow import schema_to_pyarrow import polars as pl import polars._utils.logging verbose = polar...
IcebergStatisticsLoader
python
sanic-org__sanic
sanic/exceptions.py
{ "start": 13297, "end": 14769 }
class ____(HTTPException): """408 Request Timeout The Web server (running the Web site) thinks that there has been too long an interval of time between 1) the establishment of an IP connection (socket) between the client and the server and 2) the receipt of any data on that socket, so the server ha...
RequestTimeout
python
tensorflow__tensorflow
tensorflow/python/distribute/vars_test.py
{ "start": 28183, "end": 49579 }
class ____(test.TestCase, parameterized.TestCase): @combinations.generate(strategy_and_run_tf_function_combinations()) def testAssign(self, distribution, experimental_run_tf_function): def assign(fn, v, update_value, cross_replica): update_fn = lambda: getattr(v, fn)(update_value) if cross_replica...
OnReadVariableSyncTest
python
dagster-io__dagster
python_modules/dagster-pipes/dagster_pipes/__init__.py
{ "start": 47572, "end": 48749 }
class ____(PipesBlobStoreMessageWriterChannel): """Message writer channel for writing messages by periodically writing message chunks to an AzureBlobStorage container. Args: client (Any): An azure.storage.blob.BlobServiceClient object. bucket (str): The name of the AzureBlobStorage cont...
PipesAzureBlobStorageMessageWriterChannel
python
spack__spack
lib/spack/spack/vendor/macholib/mach_o.py
{ "start": 31938, "end": 32033 }
class ____(Structure): _fields_ = () def describe(self): return {}
ident_command
python
ray-project__ray
release/nightly_tests/dataset/sort_benchmark.py
{ "start": 406, "end": 6004 }
class ____(Datasource): """An example datasource that generates rows with random int64 keys and a row of the given byte size. Examples: >>> source = RandomIntRowDatasource() >>> ray.data.read_datasource(source, n=10, row_size_bytes=2).take() ... {'c_0': 1717767200176864416, 'c_1': b...
RandomIntRowDatasource
python
getsentry__sentry
src/sentry/search/eap/types.py
{ "start": 2746, "end": 2912 }
class ____: span: list[str] | None log: list[str] | None metric: list[str] | None MetricType = Literal["counter", "gauge", "distribution"]
AdditionalQueries
python
getsentry__sentry
src/sentry/plugins/bases/tag.py
{ "start": 160, "end": 595 }
class ____(Plugin2): tag: ClassVar[str] project_default_enabled = True def get_tag_values(self, event) -> list[str]: """ Must return a list of values. >>> get_tag_pairs(event) [tag1, tag2, tag3] """ raise NotImplementedError def get_tags(self, event, **...
TagPlugin
python
matplotlib__matplotlib
lib/mpl_toolkits/axisartist/floating_axes.py
{ "start": 557, "end": 659 }
class ____( grid_helper_curvelinear.FloatingAxisArtistHelper): pass
FloatingAxisArtistHelper
python
pydantic__pydantic
tests/mypy/modules/covariant_typevar.py
{ "start": 104, "end": 153 }
class ____(BaseModel, Generic[T]): value: T
Foo
python
openai__openai-python
src/openai/types/batch.py
{ "start": 388, "end": 544 }
class ____(BaseModel): data: Optional[List[BatchError]] = None object: Optional[str] = None """The object type, which is always `list`."""
Errors
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 354610, "end": 354955 }
class ____(sgqlc.types.Type): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("contexts",) contexts = sgqlc.types.Field( sgqlc.types.non_null( sgqlc.types.list_of(sgqlc.types.non_null("HovercardContext")) ), graphql_name=...
Hovercard
python
getsentry__sentry
src/sentry/ratelimits/leaky_bucket.py
{ "start": 840, "end": 7861 }
class ____: NAMESPACE = "leaky_bucket_limiter" class LimitExceeded(Exception): def __init__(self, info: LeakyBucketLimitInfo) -> None: self.info = info def __init__(self, burst_limit: int, drip_rate: int, key: str | None = None) -> None: cluster_key = settings.SENTRY_RATE_LIMIT...
LeakyBucketRateLimiter
python
EpistasisLab__tpot
tpot/builtin_modules/arithmetictransformer.py
{ "start": 10801, "end": 11483 }
class ____(TransformerMixin, BaseEstimator): def __init__(self): """ A transformer that takes checks if all elements in a row are less than or equal to 0. """ pass def fit(self, X, y=None): return self def transform(self, X): transformed_X = np.array(self.tr...
LETransformer
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/constructor15.py
{ "start": 777, "end": 892 }
class ____(Generic[_M, _N]): def __new__(cls, m: _M, n: _N) -> Self: ... d: D[Literal[3], Literal[4]] = D(3, 4)
D
python
getsentry__sentry
src/sentry/api/serializers/rest_framework/release.py
{ "start": 1907, "end": 3183 }
class ____(serializers.Serializer): ref = serializers.CharField( max_length=MAX_VERSION_LENGTH, required=False, allow_null=True, allow_blank=True, help_text="An optional commit reference. This is useful if a tagged version has been provided.", ) url = serializers.URLF...
ReleaseSerializer
python
pypa__warehouse
tests/unit/email/test_init.py
{ "start": 111606, "end": 120197 }
class ____: def test_collaborator_added_email( self, pyramid_request, pyramid_config, monkeypatch ): stub_user = pretend.stub( id="id_1", username="username", name="", email="email@example.com", primary_email=pretend.stub(email="email@e...
TestCollaboratorAddedEmail
python
encode__django-rest-framework
tests/test_filters.py
{ "start": 1583, "end": 2415 }
class ____(TestCase): def setUp(self): self.original_coreapi = filters.coreapi filters.coreapi = True # mock it, because not None value needed self.filter_backend = filters.BaseFilterBackend() def tearDown(self): filters.coreapi = self.original_coreapi def test_filter_quer...
BaseFilterTests
python
numba__numba
numba/core/environment.py
{ "start": 62, "end": 1639 }
class ____(_dynfunc.Environment): """Stores globals and constant pyobjects for runtime. It is often needed to convert b/w nopython objects and pyobjects. """ __slots__ = ('env_name', '__weakref__') # A weak-value dictionary to store live environment with env_name as the # key. _memo = weakr...
Environment
python
spack__spack
var/spack/test_repos/spack_repo/builtin_mock/packages/low_priority_provider/package.py
{ "start": 217, "end": 577 }
class ____(Package): """Provides multiple virtuals but is low in the priority of clingo""" homepage = "http://www.example.com" url = "http://www.example.com/a-1.0.tar.gz" version("1.0", md5="0123456789abcdef0123456789abcdef") # A low priority provider that provides both these specs together p...
LowPriorityProvider
python
run-llama__llama_index
llama-index-integrations/readers/llama-index-readers-sec-filings/llama_index/readers/sec_filings/utils.py
{ "start": 891, "end": 6613 }
class ____(Exception): pass def form_request_payload( ticker_or_cik: str, filing_types: List[str], start_date: str, end_date: str, start_index: int, query: str, ) -> dict: return { "dateRange": "custom", "startdt": start_date, "enddt": end_date, "entityN...
EdgarSearchApiError
python
getsentry__sentry
src/sentry/api/serializers/models/project.py
{ "start": 34662, "end": 35235 }
class ____(TypedDict): id: str name: str slug: str shortName: str type: str canDisable: bool isTestable: bool hasConfiguration: bool metadata: dict contexts: list[str] status: str assets: list doc: str firstPartyAlternative: Any deprecationDate: Any altIsS...
Plugin
python
readthedocs__readthedocs.org
readthedocs/domains/apps.py
{ "start": 71, "end": 264 }
class ____(AppConfig): default_auto_field = "django.db.models.BigAutoField" name = "readthedocs.domains" def ready(self): import readthedocs.domains.tasks # noqa
DomainsConfig
python
crytic__slither
slither/vyper_parsing/ast/types.py
{ "start": 123, "end": 181 }
class ____: src: str node_id: int @dataclass
ASTNode
python
scipy__scipy
scipy/integrate/_ode.py
{ "start": 37676, "end": 40275 }
class ____(vode): runner = getattr(_vode, 'zvode', None) supports_run_relax = 1 supports_step = 1 scalar = complex __class_getitem__ = None def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) # Override state array sizes for ZVODE (53 doubles vs 51 for VODE)...
zvode
python
cython__cython
Cython/Compiler/ExprNodes.py
{ "start": 480504, "end": 489019 }
class ____(ExprNode): """ Used when a pointer of base_type is cast to a memoryviewslice with that base type. i.e. <int[:M:1, :N]> p creates a fortran-contiguous cython.array. We leave the type set to object so coercions to object are more efficient and less work. Acquiring a memoryvie...
CythonArrayNode
python
huggingface__transformers
src/transformers/models/ernie/modeling_ernie.py
{ "start": 36944, "end": 37387 }
class ____(nn.Module): def __init__(self, config): super().__init__() self.predictions = ErnieLMPredictionHead(config) def forward(self, sequence_output: torch.Tensor) -> torch.Tensor: prediction_scores = self.predictions(sequence_output) return prediction_scores @auto_docstri...
ErnieOnlyMLMHead
python
pypa__warehouse
warehouse/admin/views/users.py
{ "start": 2556, "end": 3054 }
class ____(wtforms.Form): email = wtforms.fields.EmailField(validators=[wtforms.validators.InputRequired()]) primary = wtforms.fields.BooleanField() verified = wtforms.fields.BooleanField() public = wtforms.fields.BooleanField() unverify_reason = wtforms.fields.StringField(render_kw={"readonly": Tru...
EmailForm
python
encode__django-rest-framework
tests/test_fields.py
{ "start": 67215, "end": 67782 }
class ____(FieldValues): """ Valid and invalid values for a `Choice` field that uses an integer type, instead of a char type. """ valid_inputs = { '1': 1, 3: 3, } invalid_inputs = { 5: ['"5" is not a valid choice.'], 'abc': ['"abc" is not a valid choice.'] ...
TestChoiceFieldWithType
python
spack__spack
var/spack/test_repos/spack_repo/builtin_mock/packages/dev_build_test_install_phases/package.py
{ "start": 217, "end": 709 }
class ____(Package): homepage = "example.com" url = "fake.com" version("0.0.0", sha256="0123456789abcdef0123456789abcdef") phases = ["one", "two", "three", "install"] def one(self, spec, prefix): print("One locomoco") def two(self, spec, prefix): print("Two locomoco") de...
DevBuildTestInstallPhases
python
donnemartin__interactive-coding-challenges
graphs_trees/min_heap/min_heap.py
{ "start": 46, "end": 2192 }
class ____(object): def __init__(self): self.array = [] def __len__(self): return len(self.array) def extract_min(self): if not self.array: return None if len(self.array) == 1: return self.array.pop(0) minimum = self.array[0] # Move ...
MinHeap
python
numba__numba
numba/cuda/simulator/kernelapi.py
{ "start": 1075, "end": 1191 }
class ____: ''' CUDA Cooperative Groups ''' def this_grid(self): return GridGroup()
FakeCUDACg
python
wandb__wandb
wandb/apis/public/registries/_members.py
{ "start": 1020, "end": 1931 }
class ____(ArtifactsBase, arbitrary_types_allowed=True): kind: Literal[MemberKind.ENTITY] = MemberKind.ENTITY team: Team role: Union[MemberRole, str] # noqa: UP007 MemberOrId = Union[User, Team, UserMember, TeamMember, str] """Type hint for a registry member argument that accepts a User, Team, or their ...
TeamMember
python
pytorch__pytorch
test/torch_np/numpy_tests/core/test_shape_base.py
{ "start": 4736, "end": 6332 }
class ____(TestCase): def test_non_iterable(self): assert_raises(TypeError, hstack, 1) def test_empty_input(self): assert_raises(ValueError, hstack, ()) def test_0D_array(self): a = array(1) b = array(2) res = hstack([a, b]) desired = array([1, 2]) a...
TestHstack
python
huggingface__transformers
tests/models/bartpho/test_tokenization_bartpho.py
{ "start": 915, "end": 3235 }
class ____(TokenizerTesterMixin, unittest.TestCase): from_pretrained_id = "vinai/bartpho-syllable" tokenizer_class = BartphoTokenizer test_rust_tokenizer = False test_sentencepiece = True @classmethod def setUpClass(cls): super().setUpClass() cls.special_tokens_map = {"unk_token...
BartphoTokenizerTest
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/managed_kafka.py
{ "start": 45046, "end": 48929 }
class ____(ManagedKafkaBaseOperator): """ Update the properties of a single consumer group. :param project_id: Required. The ID of the Google Cloud project that the service belongs to. :param location: Required. The ID of the Google Cloud region that the service belongs to. :param cluster_id: Requi...
ManagedKafkaUpdateConsumerGroupOperator
python
allegroai__clearml
clearml/backend_api/services/v2_20/tasks.py
{ "start": 258069, "end": 259925 }
class ____(Response): """ Response of tasks.failed endpoint. :param updated: Number of tasks updated (0 or 1) :type updated: int :param fields: Updated fields names and values :type fields: dict """ _service = "tasks" _action = "failed" _version = "2.20" _schema = { ...
FailedResponse
python
kamyu104__LeetCode-Solutions
Python/sliding-window-median.py
{ "start": 2589, "end": 3908 }
class ____(object): def medianSlidingWindow(self, nums, k): """ :type nums: List[int] :type k: int :rtype: List[float] """ def lazy_delete(heap, to_remove, sign): while heap and sign*heap[0] in to_remove: to_remove[sign*heap[0]] -= 1 ...
Solution3
python
airbytehq__airbyte
airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/streams.py
{ "start": 13873, "end": 13993 }
class ____(AdsInsights): breakdowns = ["dma"] action_breakdowns = ["action_type"]
AdsInsightsDemographicsDMARegion
python
getsentry__sentry
src/sentry/search/events/fields.py
{ "start": 86645, "end": 88159 }
class ____(NamedTuple): field: str instance: DiscoverFunction arguments: Mapping[str, NormalizedArg] def resolve_datetime64( raw_value: datetime | str | float | None, precision: int = 6 ) -> Function | None: """ This is normally handled by the snuba-sdk but it assumes that the underlying t...
FunctionDetails
python
modin-project__modin
modin/core/io/column_stores/parquet_dispatcher.py
{ "start": 6124, "end": 7461 }
class ____(ColumnStoreDataset): def _init_dataset(self): # noqa: GL08 from pyarrow.parquet import ParquetDataset return ParquetDataset(self.fs_path, filesystem=self.fs) @property def pandas_metadata(self): return self.dataset.schema.pandas_metadata @property def columns(s...
PyArrowDataset
python
numba__numba
numba/core/typing/builtins.py
{ "start": 7600, "end": 7784 }
class ____(ConcreteTemplate): _tys = machine_ints + sorted(types.real_domain) cases = [signature(types.UniTuple(ty, 2), ty, ty) for ty in _tys] @infer_global(operator.pow)
DivMod
python
huggingface__transformers
src/transformers/models/gemma3/modeling_gemma3.py
{ "start": 5810, "end": 6486 }
class ____(nn.Module): def __init__(self, dim: int, eps: float = 1e-6): super().__init__() self.eps = eps self.weight = nn.Parameter(torch.zeros(dim)) def _norm(self, x): return x * torch.rsqrt(x.pow(2).mean(-1, keepdim=True) + self.eps) def forward(self, x): output...
Gemma3RMSNorm
python
pytorch__pytorch
test/jit/test_await.py
{ "start": 305, "end": 12260 }
class ____(JitTestCase): def test_await_python(self): def foo(x: int) -> int: return x + 13 aw: Await[int] = torch.jit._awaitable(foo, 13) self.assertTrue(aw.fn()(*aw.args()) == torch.jit._awaitable_wait(aw)) nw = torch.jit._awaitable_nowait(33) self.assertTrue(n...
TestAwait
python
weaviate__weaviate-python-client
weaviate/collections/classes/config_vector_index.py
{ "start": 7198, "end": 7377 }
class ____(_QuantizerConfigCreate): cache: Optional[bool] rescoreLimit: Optional[int] @staticmethod def quantizer_name() -> str: return "bq"
_BQConfigCreate
python
davidhalter__jedi
jedi/inference/compiled/value.py
{ "start": 14194, "end": 14615 }
class ____(AbstractNameDefinition): """ Accessing some names will raise an exception. To avoid not having any completions, just give Jedi the option to return this object. It infers to nothing. """ def __init__(self, inference_state, name): self.parent_context = inference_state.builtins_...
EmptyCompiledName
python
kamyu104__LeetCode-Solutions
Python/design-twitter.py
{ "start": 281, "end": 3777 }
class ____(object): def __init__(self): """ Initialize your data structure here. """ self.__number_of_most_recent_tweets = 10 self.__followings = collections.defaultdict(set) self.__messages = collections.defaultdict(list) self.__time = 0 def postTweet(s...
Twitter
python
keon__algorithms
tests/test_maths.py
{ "start": 3242, "end": 4866 }
class ____(unittest.TestCase): """[summary] Test for the file gcd.py Arguments: unittest {[type]} -- [description] """ def test_gcd(self): self.assertEqual(4, gcd(8, 12)) self.assertEqual(1, gcd(13, 17)) def test_gcd_non_integer_input(self): with pytest.raises(...
TestGcd
python
joke2k__faker
tests/providers/test_company.py
{ "start": 8989, "end": 9549 }
class ____: """Test hu_HU company provider methods""" def test_company_suffix(self, faker, num_samples): for _ in range(num_samples): suffix = faker.company_suffix() assert isinstance(suffix, str) assert suffix in HuHuCompanyProvider.company_suffixes def test_co...
TestHuHu
python
tensorflow__tensorflow
tensorflow/python/keras/layers/legacy_rnn/rnn_cell_impl.py
{ "start": 25488, "end": 26034 }
class ____(_LSTMStateTuple): """Tuple used by LSTM Cells for `state_size`, `zero_state`, and output state. Stores two elements: `(c, h)`, in that order. Where `c` is the hidden state and `h` is the output. Only used when `state_is_tuple=True`. """ __slots__ = () @property def dtype(self): (c, h) ...
LSTMStateTuple
python
getsentry__sentry
src/sentry/models/artifactbundle.py
{ "start": 856, "end": 1396 }
class ____(Enum): SOURCE = 1 MINIFIED_SOURCE = 2 SOURCE_MAP = 3 INDEXED_RAM_BUNDLE = 4 @classmethod def choices(cls) -> list[tuple[int, str]]: return [(key.value, key.name) for key in cls] @classmethod def from_lowercase_key(cls, lowercase_key: str | None) -> SourceFileType | N...
SourceFileType
python
ansible__ansible
lib/ansible/utils/collection_loader/_collection_finder.py
{ "start": 36214, "end": 38057 }
class ____: def __init__(self, fullname, path_list): self._redirect = None split_name = fullname.split('.') toplevel_pkg = split_name[0] module_to_load = split_name[-1] if toplevel_pkg != 'ansible': raise ImportError('not interested') builtin_meta = _ge...
_AnsibleInternalRedirectLoader
python
huggingface__transformers
tests/models/prophetnet/test_modeling_prophetnet.py
{ "start": 40770, "end": 41873 }
class ____(ModelTesterMixin, GenerationTesterMixin, unittest.TestCase): all_model_classes = (ProphetNetDecoder, ProphetNetForCausalLM) if is_torch_available() else () test_resize_embeddings = False is_encoder_decoder = False def setUp(self): self.model_tester = ProphetNetStandaloneDecoderModel...
ProphetNetStandaloneDecoderModelTest
python
pytorch__pytorch
test/functorch/test_aotdispatch.py
{ "start": 221778, "end": 246566 }
class ____(AOTTestCase): @unittest.skipIf(not USE_NETWORKX, "networkx not available") def test_recompute_partitioning(self): def fn(a, b): return torch.sin(torch.sin(a)) + b # Reference calculation ref_a = torch.rand(10, 10, requires_grad=True) ref_b = torch.rand(10,...
TestPartitioning
python
bottlepy__bottle
bottle.py
{ "start": 122828, "end": 127198 }
class ____: def __init__( self, stream, boundary, content_length=-1, disk_limit=2 ** 30, mem_limit=2 ** 20, memfile_limit=2 ** 18, buffer_size=2 ** 16, charset="latin1", ): self.stream = stream self.boundary = boundary ...
_MultipartParser
python
PrefectHQ__prefect
src/prefect/server/schemas/responses.py
{ "start": 3779, "end": 4848 }
class ____(PrefectBaseModel): """Represents a history of aggregation states over an interval""" interval_start: DateTime = Field( default=..., description="The start date of the interval." ) interval_end: DateTime = Field( default=..., description="The end date of the interval." ) ...
HistoryResponse
python
crytic__slither
slither/core/expressions/unary_operation.py
{ "start": 468, "end": 3209 }
class ____(Enum): BANG = 0 # ! TILD = 1 # ~ DELETE = 2 # delete PLUSPLUS_PRE = 3 # ++ MINUSMINUS_PRE = 4 # -- PLUSPLUS_POST = 5 # ++ MINUSMINUS_POST = 6 # -- PLUS_PRE = 7 # for stuff like uint(+1) MINUS_PRE = 8 # for stuff like uint(-1) @staticmethod def get_type(op...
UnaryOperationType
python
cherrypy__cherrypy
cherrypy/_cptools.py
{ "start": 1703, "end": 5002 }
class ____(object): """A registered function for use with CherryPy request-processing hooks. help(tool.callable) should give you more information about this Tool. """ namespace = 'tools' def __init__(self, point, callable, name=None, priority=50): """Initialize a CherryPy tool instanc...
Tool
python
huggingface__transformers
src/transformers/models/big_bird/modeling_big_bird.py
{ "start": 5337, "end": 9379 }
class ____(nn.Module): def __init__(self, config, layer_idx=None): super().__init__() if config.hidden_size % config.num_attention_heads != 0 and not hasattr(config, "embedding_size"): raise ValueError( f"The hidden size ({config.hidden_size}) is not a multiple of the num...
BigBirdSelfAttention
python
FactoryBoy__factory_boy
tests/test_base.py
{ "start": 991, "end": 2728 }
class ____(unittest.TestCase): def test_factory_for_optional(self): """Ensure that model= is optional for abstract=True.""" class TestObjectFactory(base.Factory): class Meta: abstract = True self.assertTrue(TestObjectFactory._meta.abstract) self.assertIsN...
AbstractFactoryTestCase
python
google__pytype
pytype/errors/error_printer.py
{ "start": 493, "end": 567 }
class ____: expected: str actual: str error_details: list[str]
BadCall