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python
django__django
tests/template_tests/filter_tests/test_title.py
{ "start": 117, "end": 573 }
class ____(SimpleTestCase): @setup({"title1": "{{ a|title }}"}) def test_title1(self): output = self.engine.render_to_string("title1", {"a": "JOE'S CRAB SHACK"}) self.assertEqual(output, "Joe's Crab Shack") @setup({"title2": "{{ a|title }}"}) def test_title2(self): output =...
TitleTests
python
huggingface__transformers
src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py
{ "start": 69017, "end": 72948 }
class ____(GradientCheckpointingLayer): def __init__(self, config: Qwen2_5OmniTextConfig, layer_idx: int): super().__init__() self.hidden_size = config.hidden_size if config.use_sliding_window and config._attn_implementation != "flash_attention_2": logger.warning_once( ...
Qwen2_5OmniDecoderLayer
python
weaviate__weaviate-python-client
weaviate/cluster/async_.py
{ "start": 218, "end": 420 }
class ____(_ClusterExecutor[ConnectionAsync]): def __init__(self, connection: ConnectionAsync): super().__init__(connection) self.replications = _ReplicateAsync(connection)
_ClusterAsync
python
Netflix__metaflow
metaflow/plugins/cards/card_modules/test_cards.py
{ "start": 1019, "end": 1349 }
class ____(MetaflowCard): type = "test_editable_card_2" separator = "$&#!!@*" ALLOW_USER_COMPONENTS = True def __init__(self, components=[], **kwargs): self._components = components def render(self, task): return self.separator.join([str(comp) for comp in self._components])
TestEditableCard2
python
aimacode__aima-python
planning.py
{ "start": 21509, "end": 23120 }
class ____(search.Problem): """ [Section 10.2.1] Forward state-space search """ def __init__(self, planning_problem): super().__init__(associate('&', planning_problem.initial), associate('&', planning_problem.goals)) self.planning_problem = planning_problem self.expanded_act...
ForwardPlan
python
spack__spack
lib/spack/spack/cmd/style.py
{ "start": 2102, "end": 17117 }
class ____: def __init__(self, name: str, required: bool = False, external: bool = True) -> None: self.name = name self.external = external self.required = required def __call__(self, fun): self.fun = fun tools[self.name] = self return fun @property def ...
tool
python
google__pytype
pytype/rewrite/frame_test.py
{ "start": 5477, "end": 16079 }
class ____(FrameTestBase): def test_run_no_crash(self): block = [ opcodes.LOAD_CONST(0, 0, 0, 0, 0, 0, None), opcodes.RETURN_VALUE(1, 0), ] code = test_utils.FakeOrderedCode([block], [None]) frame = frame_lib.Frame(self.ctx, 'test', code.Seal()) frame.run() def test_typing(self...
FrameTest
python
PyCQA__pylint
doc/data/messages/t/too-many-locals/good.py
{ "start": 68, "end": 1464 }
class ____(NamedTuple): number_of_sweets: int number_of_sweet_per_child: int number_of_children: int @property def sweets_given(self): return self.number_of_sweet_per_child * self.number_of_children def handle_sweets(infos): children = [Child(info) for info in infos] characteristi...
SweetDistrubutionCharacteristics
python
astropy__astropy
astropy/utils/masked/tests/test_function_helpers.py
{ "start": 51060, "end": 54734 }
class ____: def setup_class(self): self.a = np.array( [ [np.nan, np.nan, 3.0], [4.0, 5.0, 6.0], ] ) self.mask_a = np.array( [ [True, False, False], [False, True, False], ] ...
TestNaNFunctions
python
apache__thrift
test/py/SerializationTest.py
{ "start": 15239, "end": 17481 }
class ____(unittest.TestCase): def testSerializeThenDeserialize(self): obj = Xtruct2(i32_thing=1, struct_thing=Xtruct(string_thing="foo")) s1 = serialize(obj) for i in range(10): self.assertEqual(s1, serialize(obj)) objcopy = Xtruct2() ...
SerializersTest
python
pytorch__pytorch
test/test_mps.py
{ "start": 371983, "end": 380014 }
class ____(TestCaseMPS): def test_nll_loss_mismatched_batch(self, device='mps'): x = torch.randn((10, 3), requires_grad=True, device=device) # t should have size (10,) t = torch.zeros((3,), dtype=torch.int64, device=device) with self.assertRaisesRegex(ValueError, 'Expected.*batch_siz...
TestNLLLoss
python
allegroai__clearml
clearml/backend_api/services/v2_9/events.py
{ "start": 97919, "end": 99006 }
class ____(Response): """ Response of events.scalar_metrics_iter_histogram endpoint. :param images: :type images: Sequence[dict] """ _service = "events" _action = "scalar_metrics_iter_histogram" _version = "2.9" _schema = { "definitions": {}, "properties": {"images"...
ScalarMetricsIterHistogramResponse
python
eventlet__eventlet
tests/debug_test.py
{ "start": 90, "end": 2860 }
class ____(tests.LimitedTestCase): def setUp(self): self.orig_trace = sys.settrace sys.settrace = self._settrace self.tracer = None def tearDown(self): sys.settrace = self.orig_trace sys.stdout = sys.__stdout__ def _settrace(self, cb): self.tracer = cb ...
TestSpew
python
ray-project__ray
python/ray/llm/_internal/serve/engines/vllm/vllm_models.py
{ "start": 2080, "end": 12325 }
class ____(BaseModelExtended): model_config = ConfigDict( use_enum_values=True, ) model_id: str = Field( description="The identifier for the model. This is the id that will be used to query the model.", ) hf_model_id: Optional[str] = Field( None, description="The Hugging Fac...
VLLMEngineConfig
python
getsentry__sentry
src/sentry/data_export/processors/issues_by_tag.py
{ "start": 327, "end": 431 }
class ____(NamedTuple): value: GroupTagValue eventuser: EventUser | None
GroupTagValueAndEventUser
python
kubernetes-client__python
kubernetes/client/api/scheduling_v1_api.py
{ "start": 543, "end": 95824 }
class ____(object): """NOTE: This class is auto generated by OpenAPI Generator Ref: https://openapi-generator.tech Do not edit the class manually. """ def __init__(self, api_client=None): if api_client is None: api_client = ApiClient() self.api_client = api_client ...
SchedulingV1Api
python
pytorch__pytorch
torch/cuda/memory.py
{ "start": 1658, "end": 48588 }
class ____(TypedDict): """Memory snapshot structure.""" segments: list[_Segment] device_traces: NotRequired[list[list[_TraceEntry]]] __all__ = [ "caching_allocator_alloc", "caching_allocator_delete", "caching_allocator_enable", "get_per_process_memory_fraction", "set_per_process_memor...
_Snapshot
python
scipy__scipy
scipy/optimize/_optimize.py
{ "start": 140160, "end": 149745 }
class ____: """ Object to wrap user cost function for optimize.brute, allowing picklability """ def __init__(self, f, args): self.f = f self.args = [] if args is None else args def __call__(self, x): # flatten needed for one dimensional case. return self.f(np.asarra...
_Brute_Wrapper
python
pydata__xarray
xarray/tests/test_plot.py
{ "start": 99643, "end": 102518 }
class ____(PlotTestCase): @pytest.fixture(autouse=True) def setUp(self) -> None: das = [ DataArray( np.random.randn(3, 3, 4, 4), dims=["x", "y", "row", "col"], coords=[range(k) for k in [3, 3, 4, 4]], ) for _ in [1, 2] ...
TestDatasetQuiverPlots
python
coleifer__peewee
tests/pool.py
{ "start": 941, "end": 1394 }
class ____(SqliteDatabase): def __init__(self, *args, **kwargs): self.counter = self.closed_counter = kwargs.pop('counter', 0) self.transaction_history = [] super(FakeDatabase, self).__init__(*args, **kwargs) def _connect(self): self.counter += 1 return self.counter ...
FakeDatabase
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/classVar3.py
{ "start": 398, "end": 1582 }
class ____(Generic[T]): x: ClassVar[int] = 3 # This should generate an error. y: Final[ClassVar[int]] = 3 # This should generate an error. z: list[ClassVar[int]] = [] # This should generate an error because TypeVars cannot # be used in a ClassVar. illegal1: ClassVar[list[T]] # Th...
Foo
python
doocs__leetcode
solution/2900-2999/2926.Maximum Balanced Subsequence Sum/Solution.py
{ "start": 0, "end": 394 }
class ____: def __init__(self, n: int): self.n = n self.c = [-inf] * (n + 1) def update(self, x: int, v: int): while x <= self.n: self.c[x] = max(self.c[x], v) x += x & -x def query(self, x: int) -> int: mx = -inf while x: mx = ma...
BinaryIndexedTree
python
huggingface__transformers
src/transformers/models/olmoe/modular_olmoe.py
{ "start": 10069, "end": 11686 }
class ____(MixtralForCausalLM, GenerationMixin): _tied_weights_keys = {"lm_head.weight": "model.embed_tokens.weight"} def __init__(self, config): super().__init__(config) self.model = OlmoeModel(config) self.num_experts = config.num_experts def forward(self, **super_kwargs): ...
OlmoeForCausalLM
python
readthedocs__readthedocs.org
readthedocs/doc_builder/environments.py
{ "start": 17163, "end": 22839 }
class ____: """ Base build environment. Base class for wrapping command execution for build steps. This class is in charge of raising ``BuildAppError`` for internal application errors that should be communicated to the user as a general unknown error and ``BuildUserError`` that will be exposed ...
BaseBuildEnvironment
python
numba__numba
numba/cuda/cudadecl.py
{ "start": 8616, "end": 15292 }
class ____(AbstractTemplate): def generic(self, args, kws): assert not kws [arg] = args if arg == types.float16: return signature(arg, arg) def _genfp16_binary_comparison(l_key): @register class Cuda_fp16_cmp(ConcreteTemplate): key = l_key cases = [ ...
Float
python
huggingface__transformers
src/transformers/models/granite_speech/processing_granite_speech.py
{ "start": 1024, "end": 3732 }
class ____(ProcessorMixin): def __init__( self, audio_processor, tokenizer, audio_token="<|audio|>", chat_template=None, ): self.audio_token = tokenizer.audio_token if hasattr(tokenizer, "audio_token") else audio_token super().__init__(audio_processor, tok...
GraniteSpeechProcessor
python
apache__airflow
airflow-core/src/airflow/api_fastapi/core_api/datamodels/variables.py
{ "start": 1153, "end": 1861 }
class ____(BaseModel): """Variable serializer for responses.""" key: str val: str = Field(alias="value") description: str | None is_encrypted: bool team_id: UUID | None @model_validator(mode="after") def redact_val(self) -> Self: if self.val is None: return self ...
VariableResponse
python
Textualize__textual
src/textual/widgets/_tree.py
{ "start": 1671, "end": 1795 }
class ____(Exception): """Exception raised when there is an error with a request to add a node.""" @dataclass
AddNodeError
python
pyca__cryptography
tests/x509/verification/test_verification.py
{ "start": 946, "end": 3914 }
class ____: def test_time_already_set(self): with pytest.raises(ValueError): PolicyBuilder().time(datetime.datetime.now()).time( datetime.datetime.now() ) def test_store_already_set(self): with pytest.raises(ValueError): PolicyBuilder().store(...
TestPolicyBuilder
python
huggingface__transformers
src/transformers/models/mlcd/modeling_mlcd.py
{ "start": 13189, "end": 15160 }
class ____(GradientCheckpointingLayer): def __init__(self, config: MLCDVisionConfig): super().__init__() self.embed_dim = config.hidden_size self.self_attn = MLCDAttention(config) self.layer_norm1 = nn.LayerNorm(self.embed_dim, eps=config.layer_norm_eps) self.mlp = MLCDMLP(co...
MLCDEncoderLayer
python
pypa__pip
src/pip/_vendor/rich/jupyter.py
{ "start": 514, "end": 1094 }
class ____: """A shim to write html to Jupyter notebook.""" def __init__(self, html: str, text: str) -> None: self.html = html self.text = text def _repr_mimebundle_( self, include: Sequence[str], exclude: Sequence[str], **kwargs: Any ) -> Dict[str, str]: data = {"text/...
JupyterRenderable
python
huggingface__transformers
src/transformers/models/modernbert/configuration_modernbert.py
{ "start": 1362, "end": 13682 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`ModernBertModel`]. It is used to instantiate an ModernBert model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yield a simila...
ModernBertConfig
python
django__django
tests/admin_inlines/admin.py
{ "start": 1290, "end": 1411 }
class ____(admin.TabularInline): model = NonAutoPKBookChild classes = ("collapse",)
NonAutoPKBookChildTabularInline
python
ipython__ipython
IPython/core/ultratb.py
{ "start": 16211, "end": 37808 }
class ____(TBTools): """A port of Ka-Ping Yee's cgitb.py module that outputs color text instead of HTML. Requires inspect and pydoc. Crazy, man. Modified version which optionally strips the topmost entries from the traceback, to be used with alternate interpreters (because their own code would ap...
VerboseTB
python
numba__numba
numba/tests/test_ufuncs.py
{ "start": 69898, "end": 71073 }
class ____(TestCase): def test_cpu_get_ufunc_info(self): # The CPU context defines get_ufunc_info that is the same as # ufunc_db.get_ufunc_info. targetctx = cpu_target.target_context # Check: get_ufunc_info returns a dict add_info = targetctx.get_ufunc_info(np.add) se...
TestUfuncOnContext
python
apache__airflow
providers/amazon/src/airflow/providers/amazon/aws/operators/appflow.py
{ "start": 11167, "end": 13551 }
class ____(AppflowBaseOperator): """ Execute an AppFlow run after updating the filters to select only future data. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:AppflowRunAfterOperator` :param source: The source name (Supp...
AppflowRunAfterOperator
python
pytorch__pytorch
test/functorch/test_ac_logging.py
{ "start": 438, "end": 6506 }
class ____(TestCase): def setUp(self) -> None: super().setUp() self.graph: MagicMock = MagicMock(spec=Graph) self.node1: MagicMock = MagicMock(spec=Node) self.node2: MagicMock = MagicMock(spec=Node) self.node1.name = "node1" self.node1.target = "target1" self...
TestAcLogging
python
huggingface__transformers
src/transformers/models/kyutai_speech_to_text/modeling_kyutai_speech_to_text.py
{ "start": 23488, "end": 29839 }
class ____(KyutaiSpeechToTextAttention): """ KyutaiSpeechToText flash attention module. This module inherits from `KyutaiSpeechToTextAttention` as the weights of the module stays untouched. The only required change would be on the forward pass where it needs to correctly call the public API of flash att...
KyutaiSpeechToTextFlashAttention2
python
wandb__wandb
wandb/vendor/pygments/lexers/robotframework.py
{ "start": 10131, "end": 10198 }
class ____(Tokenizer): _tokens = (ARGUMENT,)
TemplatedKeywordCall
python
huggingface__transformers
src/transformers/models/chameleon/modeling_chameleon.py
{ "start": 26544, "end": 28247 }
class ____(nn.Module): def __init__(self, in_channels): super().__init__() self.in_channels = in_channels self.norm = torch.nn.GroupNorm(num_groups=32, num_channels=in_channels, eps=1e-6, affine=True) self.q = torch.nn.Conv2d(in_channels, in_channels, kernel_size=1, stride=1, paddin...
ChameleonVQVAEEncoderAttnBlock
python
python-attrs__attrs
tests/test_cmp.py
{ "start": 1304, "end": 8878 }
class ____: """ Tests for eq and order related methods. """ ######### # eq ######### @pytest.mark.parametrize( ("cls", "requires_same_type"), cmp_data, ids=cmp_ids ) def test_equal_same_type(self, cls, requires_same_type): """ Equal objects are detected as eq...
TestEqOrder
python
charliermarsh__ruff
crates/ruff_python_formatter/resources/test/fixtures/ruff/fmt_skip/type_params.py
{ "start": 226, "end": 616 }
class ____[ T ] ( # trailing arguments open parenthesis comment # leading argument comment A # trailing argument comment # trailing argument own line comment ): # fmt: skip pass def test [ # comment A, # another B, ] (): # fmt: skip ... def test [ # comment A, ...
TestTrailingComment4
python
ray-project__ray
python/ray/_private/state_api_test_utils.py
{ "start": 953, "end": 1079 }
class ____: api: Callable verify_cb: Callable kwargs: Dict = field(default_factory=dict) @dataclass
StateAPICallSpec
python
google__flatbuffers
tests/service_test_grpc.fb.py
{ "start": 1364, "end": 3331 }
class ____(object): """Interface exported by the server.""" def Hello(self, request, context): context.set_code(grpc.StatusCode.UNIMPLEMENTED) context.set_details('Method not implemented!') raise NotImplementedError('Method not implemented!') def StreamClient(self, request_iterator, context): co...
HelloServiceServicer
python
huggingface__transformers
src/transformers/models/parakeet/processing_parakeet.py
{ "start": 1321, "end": 3175 }
class ____(ProcessorMixin): def __init__(self, feature_extractor, tokenizer): super().__init__(feature_extractor, tokenizer) def __call__( self, audio: AudioInput, text: Union[TextInput, PreTokenizedInput, list[TextInput], list[PreTokenizedInput], None] = None, sampling_...
ParakeetProcessor
python
kamyu104__LeetCode-Solutions
Python/closest-prime-numbers-in-range.py
{ "start": 232, "end": 1843 }
class ____(object): def __init__(self, N, build_fn, query_fn): self.tree = [None]*(2*2**((N-1).bit_length())) self.base = len(self.tree)//2 self.query_fn = query_fn for i in xrange(self.base, self.base+N): self.tree[i] = build_fn(i-self.base) for i in reversed(xra...
SegmentTree
python
doocs__leetcode
lcof2/剑指 Offer II 024. 反转链表/Solution.py
{ "start": 136, "end": 357 }
class ____: def reverseList(self, head: ListNode) -> ListNode: pre, p = None, head while p: q = p.next p.next = pre pre = p p = q return pre
Solution
python
getsentry__sentry
src/sentry/pipeline/types.py
{ "start": 236, "end": 472 }
class ____[M: Model, S: PipelineSessionStore]: """Initial pipeline attributes from a request.""" state: S provider_model: M | None organization: RpcOrganization | None provider_key: str @dataclass
PipelineRequestState
python
pytorch__pytorch
torch/optim/optimizer.py
{ "start": 1526, "end": 13661 }
class ____: """Singleton class representing a required parameter for an Optimizer.""" def __repr__(self) -> str: return "<required parameter>" required = _RequiredParameter() def _use_grad_for_differentiable(func: Callable[_P, _T]) -> Callable[_P, _T]: def _use_grad(*args: _P.args, **kwargs: _P...
_RequiredParameter
python
facelessuser__pymdown-extensions
tests/test_extensions/test_superfences.py
{ "start": 50068, "end": 54280 }
class ____(util.MdCase): """Test relaxed header cases.""" extension = ['pymdownx.highlight', 'pymdownx.superfences', 'attr_list'] extension_configs = { 'pymdownx.superfences': { 'relaxed_headers': True, 'custom_fences': [ { 'name': 'test',...
TestHighlightRelaxedHeaders
python
getsentry__sentry
src/sentry/sentry_metrics/querying/data/mapping/base.py
{ "start": 116, "end": 660 }
class ____(abc.ABC): from_key: str = "" to_key: str = "" applied_on_groupby: bool = False def __init__(self): # This exists to satisfy mypy, which complains otherwise self.map: dict[Any, Any] = {} def __hash__(self): return hash((self.from_key, self.to_key)) @abc.abstr...
Mapper
python
django__django
tests/delete_regress/models.py
{ "start": 3793, "end": 4054 }
class ____(models.Model): best_toy = models.ForeignKey( Toy, default=get_best_toy, on_delete=models.SET_DEFAULT, related_name="toys" ) worst_toy = models.ForeignKey( Toy, models.SET(get_worst_toy), related_name="bad_toys" )
Collector
python
sympy__sympy
sympy/functions/combinatorial/numbers.py
{ "start": 74821, "end": 93635 }
class ____(tuple): __slots__ = () _N = -1 _ITEMS = -2 _M = slice(None, _ITEMS) def _multiset_histogram(n): """Return tuple used in permutation and combination counting. Input is a dictionary giving items with counts as values or a sequence of items (which need not be sorted). The data is stored...
_MultisetHistogram
python
Lightning-AI__lightning
tests/tests_pytorch/strategies/test_single_device.py
{ "start": 3073, "end": 4681 }
class ____(BoringModel): def train_dataloader(self): raise NotImplementedError def val_dataloader(self): raise NotImplementedError def test_dataloader(self): raise NotImplementedError def predict_dataloader(self): raise NotImplementedError _loader = DataLoader(Random...
BoringModelNoDataloaders
python
django__django
tests/admin_widgets/tests.py
{ "start": 10521, "end": 10892 }
class ____(TestDataMixin, TestCase): def setUp(self): self.client.force_login(self.superuser) def test_changelist_ForeignKey(self): response = self.client.get(reverse("admin:admin_widgets_car_changelist")) self.assertContains(response, "/auth/user/add/") @override_settings(ROOT_URLCON...
AdminForeignKeyWidgetChangeList
python
getsentry__sentry
tests/sentry/sentry_apps/api/serializers/test_sentry_app.py
{ "start": 3783, "end": 4467 }
class ____(TestCase): def test_hidden_client_secret(self) -> None: sentry_app = self.create_sentry_app( name="Tesla App", organization=self.organization, published=True, scopes=("org:write",) ) acc = access.from_user(self.user, self.organization) result = serialize(sentr...
SentryAppHiddenClientSecretSerializerTest
python
spack__spack
lib/spack/spack/llnl/util/argparsewriter.py
{ "start": 1694, "end": 6926 }
class ____(argparse.HelpFormatter, abc.ABC): """Analyze an argparse ArgumentParser for easy generation of help.""" def __init__(self, prog: str, out: IO = sys.stdout, aliases: bool = False) -> None: """Initialize a new ArgparseWriter instance. Args: prog: Program name. ...
ArgparseWriter
python
wandb__wandb
wandb/filesync/stats.py
{ "start": 225, "end": 322 }
class ____(NamedTuple): uploaded_bytes: int total_bytes: int deduped_bytes: int
Summary
python
getsentry__sentry
src/sentry/snuba/models.py
{ "start": 1210, "end": 1748 }
class ____(Enum): UNKNOWN = 0 NONE = 1 CLIENT_AND_SERVER_WEIGHTED = 2 SERVER_WEIGHTED = 3 @classmethod def as_choices(cls): return tuple((mode.value, mode.name.lower()) for mode in cls) @classmethod def as_text_choices(cls): return tuple((mode.name.lower(), mode.value) ...
ExtrapolationMode
python
pennersr__django-allauth
allauth/headless/mfa/inputs.py
{ "start": 785, "end": 857 }
class ____(SignupWebAuthnForm, inputs.Input): pass
CreateWebAuthnInput
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 2034, "end": 2309 }
class ____(sgqlc.types.Enum): """ See source code for more info. """ __schema__ = graphql_schema __choices__ = ( "COMPLETED", "IN_PROGRESS", "PENDING", "QUEUED", "REQUESTED", "WAITING", )
CheckStatusState
python
crytic__slither
slither/__main__.py
{ "start": 23127, "end": 23561 }
class ____(argparse.Action): # pylint: disable=too-few-public-methods def __call__( self, parser: Any, args: Any, values: Optional[Union[str, Sequence[Any]]], option_string: Any = None, ) -> None: detectors, printers = get_detectors_and_printers() assert ...
OutputMarkdown
python
falconry__falcon
falcon/errors.py
{ "start": 45520, "end": 48792 }
class ____(HTTPError): """416 Range Not Satisfiable. None of the ranges in the request's Range header field overlap the current extent of the selected resource or that the set of ranges requested has been rejected due to invalid ranges or an excessive request of small or overlapping ranges. Fo...
HTTPRangeNotSatisfiable
python
django__django
tests/migrations/test_migrations_squashed_partially_applied/0004_remove_mymodel1_field_1_mymodel1_field_3_and_more.py
{ "start": 43, "end": 595 }
class ____(migrations.Migration): dependencies = [("migrations", "0003_alter_mymodel2_unique_together")] operations = [ migrations.RemoveField( model_name="mymodel1", name="field_1", ), migrations.AddField( model_name="mymodel1", name="fie...
Migration
python
huggingface__transformers
src/transformers/models/xlm_roberta/modeling_xlm_roberta.py
{ "start": 3406, "end": 6543 }
class ____(nn.Module): def __init__(self, config, is_causal=False, 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 mu...
XLMRobertaSelfAttention
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeVarDefaultClass3.py
{ "start": 2162, "end": 2516 }
class ____[T1 = str, **P4 = [int, T1]]: ... pc1 = ClassPC() reveal_type(pc1, expected_text="ClassPC[str, (int, str)]") pc2 = ClassPC[float]() reveal_type(pc2, expected_text="ClassPC[float, (int, float)]") pc3 = ClassPC[float, ...]() reveal_type(pc3, expected_text="ClassPC[float, ...]") # This should generate an e...
ClassPC
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/sql/compiler.py
{ "start": 10642, "end": 11070 }
class ____(Protocol): def __call__( self, keyname: str, name: str, objects: Sequence[Any], type_: TypeEngine[Any], ) -> None: ... # integer indexes into ResultColumnsEntry used by cursor.py. # some profiling showed integer access faster than named tuple RM_RENDERED_NAME...
_ResultMapAppender
python
langchain-ai__langchain
libs/core/langchain_core/prompts/image.py
{ "start": 403, "end": 4780 }
class ____(BasePromptTemplate[ImageURL]): """Image prompt template for a multimodal model.""" template: dict = Field(default_factory=dict) """Template for the prompt.""" template_format: PromptTemplateFormat = "f-string" """The format of the prompt template. Options are: 'f-string', 'mustache',...
ImagePromptTemplate
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeAlias18.py
{ "start": 512, "end": 614 }
class ____(A_Alias_1[T2]): ... # This should generate an error because the variance is incompatible.
A_1
python
ray-project__ray
python/ray/serve/tests/test_record_routing_stats.py
{ "start": 516, "end": 5406 }
class ____: def __init__(self): self.routing_stats: Dict[str, Any] = {} self.should_hang: Optional[asyncio.Event] = None self.should_fail: bool = False context = _get_internal_replica_context() self.replica_id: ReplicaID = context.replica_id async def record_routing_stat...
Patient
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/constructor6.py
{ "start": 294, "end": 1002 }
class ____(Generic[_T]): @overload def __init__(self: "TextField[str]", *, null: Literal[False] = ...) -> None: ... @overload def __init__( self: "TextField[Optional[str]]", *, null: Literal[True] = ..., ) -> None: ... @overload def __init__(self, *, null: bool = .....
TextField
python
getsentry__sentry
src/sentry/integrations/bitbucket_server/integration.py
{ "start": 9315, "end": 13181 }
class ____(RepositoryIntegration): """ IntegrationInstallation implementation for Bitbucket Server """ codeowners_locations = [".bitbucket/CODEOWNERS"] @property def integration_name(self) -> str: return IntegrationProviderSlug.BITBUCKET_SERVER.value def get_client(self) -> Bitbuc...
BitbucketServerIntegration
python
tensorflow__tensorflow
tensorflow/python/framework/auto_control_deps.py
{ "start": 6331, "end": 7161 }
class ____(enum.Enum): READ_ONLY = "read-only" READ_WRITE = "read-write" def collective_manager_ids_from_op(op): """Returns CollectiveManager ID from the op if one exists, else None. CollectiveManager adds collective and no_op operations tagged with an ID, unique to the manager object. This function extrac...
ResourceType
python
PyCQA__pyflakes
pyflakes/test/test_dict.py
{ "start": 138, "end": 5271 }
class ____(TestCase): def test_duplicate_keys(self): self.flakes( "{'yes': 1, 'yes': 2}", m.MultiValueRepeatedKeyLiteral, m.MultiValueRepeatedKeyLiteral, ) def test_duplicate_keys_bytes_vs_unicode_py3(self): self.flakes("{b'a': 1, u'a': 2}") def...
Test
python
sqlalchemy__sqlalchemy
test/ext/test_mutable.py
{ "start": 40221, "end": 40361 }
class ____(MutableCompositesUnpickleTest): @classmethod def _type_fixture(cls): return DCPoint
MutableDCCompositesUnpickleTest
python
django__django
tests/generic_relations/models.py
{ "start": 3705, "end": 3823 }
class ____(models.Model): bases = GenericRelation(ForProxyModelModel, for_concrete_model=False)
ConcreteRelatedModel
python
doocs__leetcode
solution/3300-3399/3378.Count Connected Components in LCM Graph/Solution.py
{ "start": 0, "end": 636 }
class ____: def __init__(self, n): self.parent = {i: i for i in range(n)} self.rank = {i: 0 for i in range(n)} def make_set(self, v): self.parent[v] = v self.rank[v] = 1 def find(self, x): if self.parent[x] != x: self.parent[x] = self.find(self.parent[x]...
DSU
python
huggingface__transformers
src/transformers/models/wav2vec2/modeling_wav2vec2.py
{ "start": 75980, "end": 80889 }
class ____(Wav2Vec2PreTrainedModel): def __init__(self, config): super().__init__(config) if hasattr(config, "add_adapter") and config.add_adapter: raise ValueError( "Sequence classification does not support the use of Wav2Vec2 adapters (config.add_adapter=True)" ...
Wav2Vec2ForSequenceClassification
python
numba__numba
numba/tests/test_array_attr.py
{ "start": 1539, "end": 4531 }
class ____(MemoryLeakMixin, TestCase): def setUp(self): super(TestArrayAttr, self).setUp() self.a = np.arange(20, dtype=np.int32).reshape(4, 5) def check_unary(self, pyfunc, arr): aryty = typeof(arr) cfunc = self.get_cfunc(pyfunc, (aryty,)) expected = pyfunc(arr) ...
TestArrayAttr
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/methodOverride6.py
{ "start": 1895, "end": 2946 }
class ____(Generic[_T]): @overload def method1(self: "Parent2[int]", x: list[int]) -> list[int]: ... @overload def method1(self, x: str) -> dict[str, str]: ... def method1(self, x: Any) -> Any: ... @overload def method2(self: "Parent2[int]", x: list[int]) -> list[int]: ... @overload ...
Parent2
python
bokeh__bokeh
tests/unit/bokeh/embed/test_server__embed.py
{ "start": 11262, "end": 11939 }
class ____: def test_bad_input(self) -> None: with pytest.raises(ValueError): bes._process_resources("foo") def test_None(self) -> None: assert bes._process_resources(None) == "&resources=none" def test_default(self) -> None: assert bes._process_resources("default") == ...
Test__process_resources
python
openai__gym
gym/envs/registration.py
{ "start": 2901, "end": 26208 }
class ____: """A specification for creating environments with `gym.make`. * id: The string used to create the environment with `gym.make` * entry_point: The location of the environment to create from * reward_threshold: The reward threshold for completing the environment. * nondeterministic: If the...
EnvSpec
python
walkccc__LeetCode
solutions/1131. Maximum of Absolute Value Expression/1131.py
{ "start": 0, "end": 363 }
class ____: def maxAbsValExpr(self, arr1: list[int], arr2: list[int]) -> int: n = len(arr1) a = [arr1[i] + arr2[i] + i for i in range(n)] b = [arr1[i] + arr2[i] - i for i in range(n)] c = [arr1[i] - arr2[i] + i for i in range(n)] d = [arr1[i] - arr2[i] - i for i in range(n)] return max(map(lam...
Solution
python
django__django
django/contrib/auth/hashers.py
{ "start": 16778, "end": 19378 }
class ____(BasePasswordHasher): """ Secure password hashing using the bcrypt algorithm (recommended) This is considered by many to be the most secure algorithm but you must first install the bcrypt library. Please be warned that this library depends on native C code and might cause portability ...
BCryptSHA256PasswordHasher
python
instagram__MonkeyType
tests/test_util.py
{ "start": 2667, "end": 2738 }
class ____(Dummy): def an_instance_method(self): pass
Derived
python
tox-dev__tox
src/tox/execute/stream.py
{ "start": 472, "end": 3691 }
class ____: """ Make sure data collected is synced in-memory and to the target stream on every newline and time period. Used to propagate executed commands output to the standard output/error streams visible to the user. """ REFRESH_RATE = 0.1 def __init__(self, name: str, target: IO[bytes] |...
SyncWrite
python
prompt-toolkit__python-prompt-toolkit
src/prompt_toolkit/layout/containers.py
{ "start": 4918, "end": 5064 }
class ____(Enum): "Alignment for `VSplit`." LEFT = "LEFT" CENTER = "CENTER" RIGHT = "RIGHT" JUSTIFY = "JUSTIFY"
HorizontalAlign
python
altair-viz__altair
altair/vegalite/v6/schema/core.py
{ "start": 1124648, "end": 1124867 }
class ____(VegaLiteSchema): """ScaleInterpolateEnum schema wrapper.""" _schema = {"$ref": "#/definitions/ScaleInterpolateEnum"} def __init__(self, *args): super().__init__(*args)
ScaleInterpolateEnum
python
run-llama__llama_index
llama-index-integrations/retrievers/llama-index-retrievers-mongodb-atlas-bm25-retriever/llama_index/retrievers/mongodb_atlas_bm25_retriever/base.py
{ "start": 394, "end": 4055 }
class ____(BaseRetriever): def __init__( self, mongodb_client: Optional[Any] = None, db_name: str = "default_db", collection_name: str = "default_collection", index_name: str = "default", text_key: str = "text", metadata_key: str = "metadata", similari...
MongoDBAtlasBM25Retriever
python
readthedocs__readthedocs.org
readthedocs/api/v2/views/integrations.py
{ "start": 13135, "end": 21450 }
class ____(WebhookMixin, APIView): """ Webhook consumer for GitHub. Accepts webhook events from GitHub, 'push' and 'pull_request' events trigger builds. Expects the webhook event type will be included in HTTP header ``X-GitHub-Event``, and we will have a JSON payload. Expects the following JSO...
GitHubWebhookView
python
getsentry__sentry
tests/sentry/core/endpoints/test_organization_environments.py
{ "start": 225, "end": 2849 }
class ____(APITestCase): endpoint = "sentry-api-0-organization-environments" def setUp(self) -> None: self.login_as(user=self.user) @cached_property def project(self) -> Project: return self.create_project() def test_simple(self) -> None: Environment.objects.create(organiz...
OrganizationEnvironmentsTest
python
pypa__warehouse
tests/unit/admin/views/test_organizations.py
{ "start": 20953, "end": 23577 }
class ____: @pytest.mark.usefixtures("_enable_organizations") def test_rename_not_found(self, db_request): admin = UserFactory.create() db_request.matchdict = { "organization_id": "deadbeef-dead-beef-dead-beefdeadbeef" } db_request.params = { "new_organiz...
TestOrganizationActions
python
getsentry__sentry
tests/sentry/api/endpoints/test_organization_sdk_deprecations.py
{ "start": 191, "end": 4927 }
class ____(APITestCase): def setUp(self) -> None: super().setUp() self.login_as(user=self.user) self.url = reverse( "sentry-api-0-organization-sdk-deprecations", kwargs={"organization_id_or_slug": self.organization.slug}, ) def test_no_event_type(self) -...
TestOrganizationSdkDeprecations
python
html5lib__html5lib-python
doc/conf.py
{ "start": 3404, "end": 4162 }
class ____(object): """Required for autodoc on readthedocs.org where you cannot build C extensions.""" def __init__(self, *args, **kwargs): pass def __call__(self, *args, **kwargs): return CExtMock() @classmethod def __getattr__(cls, name): if name in ('__file__', '__path__...
CExtMock
python
pola-rs__polars
py-polars/src/polars/interchange/protocol.py
{ "start": 7346, "end": 8799 }
class ____: """Data structure compatibility level.""" _version: int def __init__(self) -> None: msg = "it is not allowed to create a CompatLevel object" raise TypeError(msg) @staticmethod def _with_version(version: int) -> CompatLevel: compat_level = CompatLevel.__new__(Co...
CompatLevel
python
numba__llvmlite
llvmlite/ir/values.py
{ "start": 10507, "end": 12672 }
class ____(_StrCaching, _StringReferenceCaching, _ConstOpMixin, Value): """ A constant LLVM value. """ def __init__(self, typ, constant): assert isinstance(typ, types.Type) assert not isinstance(typ, types.VoidType) self.type = typ constant = typ.wrap_constant_value(cons...
Constant
python
great-expectations__great_expectations
contrib/great_expectations_semantic_types_expectations/great_expectations_semantic_types_expectations/expectations/expect_column_values_to_contain_valid_email.py
{ "start": 1622, "end": 11478 }
class ____(ColumnMapExpectation): """Expect values in given column to be valid email addresses.""" # These examples will be shown in the public gallery, and also executed as unit tests for your Expectation examples = [ { "data": { "fail_case_1": ["a123@something", "a123@...
ExpectColumnValuesToContainValidEmail
python
getsentry__sentry
tests/snuba/api/endpoints/test_organization_event_details.py
{ "start": 480, "end": 11518 }
class ____(APITestCase, SnubaTestCase, OccurrenceTestMixin): def setUp(self) -> None: super().setUp() min_ago = before_now(minutes=1).isoformat() two_min_ago = before_now(minutes=2).isoformat() three_min_ago = before_now(minutes=3).isoformat() self.login_as(user=self.user) ...
OrganizationEventDetailsEndpointTest
python
sympy__sympy
sympy/tensor/array/expressions/from_array_to_indexed.py
{ "start": 581, "end": 3936 }
class ____: def __init__(self): self.count_dummies = 0 def do_convert(self, expr, indices): if isinstance(expr, ArrayTensorProduct): cumul = list(accumulate([0] + [get_rank(arg) for arg in expr.args])) indices_grp = [indices[cumul[i]:cumul[i+1]] for i in range(len(expr....
_ConvertArrayToIndexed
python
getsentry__sentry
src/sentry/identity/base.py
{ "start": 362, "end": 2325 }
class ____(PipelineProvider["IdentityPipeline"], abc.ABC): """ A provider indicates how identity authenticate should happen for a given service. """ def __init__(self, **config): super().__init__() self.config = config self.logger = logging.getLogger(f"sentry.identity.{self.key}...
Provider