language
stringclasses
1 value
repo
stringclasses
346 values
path
stringlengths
6
201
class_span
dict
source
stringlengths
21
2.38M
target
stringlengths
1
96
python
joke2k__faker
faker/providers/person/es_MX/__init__.py
{ "start": 46, "end": 18571 }
class ____(PersonProvider): formats = ( "{{first_name}} {{last_name}} {{last_name}}", "{{first_name}} {{first_name}} {{last_name}}", "{{first_name}} {{first_name}} {{last_name}} {{last_name}}", "{{first_name}} {{last_name}}", "{{prefix}} {{first_name}} {{last_name}}", ) ...
Provider
python
tensorflow__tensorflow
tensorflow/python/keras/layers/convolutional.py
{ "start": 45168, "end": 57442 }
class ____(Conv2D): """Transposed convolution layer (sometimes called Deconvolution). The need for transposed convolutions generally arises from the desire to use a transformation going in the opposite direction of a normal convolution, i.e., from something that has the shape of the output of some convolutio...
Conv2DTranspose
python
sdispater__pendulum
src/pendulum/tz/exceptions.py
{ "start": 169, "end": 218 }
class ____(TimezoneError): pass
InvalidTimezone
python
apache__airflow
airflow-ctl/src/airflowctl/api/datamodels/generated.py
{ "start": 14547, "end": 14699 }
class ____(BaseModel): """ Response for the external log URL endpoint. """ url: Annotated[str, Field(title="Url")]
ExternalLogUrlResponse
python
sqlalchemy__sqlalchemy
test/base/test_examples.py
{ "start": 308, "end": 454 }
class ____( test_versioning.TestVersioning, fixtures.RemoveORMEventsGlobally, fixtures.TestBase, ): pass
VersionedRowsTestLegacyBase
python
getsentry__sentry
tests/sentry/api/serializers/test_release.py
{ "start": 40475, "end": 55598 }
class ____(TestCase): def test_get_users_for_authors_finds_by_username(self) -> None: user = self.create_user(email="john@company.com", name="John Smith") project = self.create_project() self.create_member(user=user, organization=project.organization) integration = self.create_provid...
GetUsersForAuthorsUserMappingsTest
python
kamyu104__LeetCode-Solutions
Python/minimum-reverse-operations.py
{ "start": 954, "end": 1982 }
class ____(object): def minReverseOperations(self, n, p, banned, k): """ :type n: int :type p: int :type banned: List[int] :type k: int :rtype: List[int] """ lookup = [False]*n for i in banned: lookup[i] = True d = 0 ...
Solution
python
joke2k__faker
tests/providers/test_automotive.py
{ "start": 2103, "end": 2263 }
class ____(_SimpleAutomotiveTestMixin): """Test az_AZ automotive provider methods""" license_plate_pattern = re.compile(r"\d{2}-[A-Z]{2}-\d{3}")
TestAzAz
python
pytorch__pytorch
test/fx/test_z3_gradual_types.py
{ "start": 87827, "end": 91084 }
class ____(unittest.TestCase): def test_alexnet1(self): alexnet = models.alexnet() symbolic_traced: torch.fx.GraphModule = symbolic_trace(alexnet) for n in symbolic_traced.graph.nodes: n.type = Dyn # print(symbolic_traced) res = alexnet.forward(torch.rand(10, 3...
TestAlexNet
python
django-haystack__django-haystack
test_haystack/elasticsearch5_tests/test_backend.py
{ "start": 50907, "end": 55342 }
class ____(TestCase): fixtures = ["bulk_data.json"] def setUp(self): super().setUp() # Stow. self.old_ui = connections["elasticsearch"].get_unified_index() self.ui = UnifiedIndex() self.smmi = Elasticsearch5AutocompleteMockModelSearchIndex() self.ui.build(indexe...
LiveElasticsearch5AutocompleteTestCase
python
donnemartin__interactive-coding-challenges
recursion_dynamic/longest_inc_subseq/test_longest_increasing_subseq.py
{ "start": 18, "end": 611 }
class ____(unittest.TestCase): def test_longest_increasing_subseq(self): subseq = Subsequence() self.assertRaises(TypeError, subseq.longest_inc_subseq, None) self.assertEqual(subseq.longest_inc_subseq([]), []) seq = [3, 4, -1, 0, 6, 2, 3] expected = [-1, 0, 2, 3] sel...
TestLongestIncreasingSubseq
python
openai__openai-python
src/openai/types/beta/realtime/response_done_event.py
{ "start": 243, "end": 494 }
class ____(BaseModel): event_id: str """The unique ID of the server event.""" response: RealtimeResponse """The response resource.""" type: Literal["response.done"] """The event type, must be `response.done`."""
ResponseDoneEvent
python
kamyu104__LeetCode-Solutions
Python/sort-matrix-by-diagonals.py
{ "start": 47, "end": 757 }
class ____(object): def sortMatrix(self, grid): """ :type grid: List[List[int]] :rtype: List[List[int]] """ lookup = [[] for _ in xrange((len(grid)-1)+(len(grid[0])-1)-(0-(len(grid[0])-1))+1)] for i in xrange(len(grid)): for j in xrange(len(grid[0])): ...
Solution
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/overloadOverlap1.py
{ "start": 4877, "end": 5394 }
class ____: @overload def method1(self, x: type) -> bool: ... @overload def method1(self, x: Any) -> str | bool: ... def method1(self, x: Any) -> Any: ... @overload def func18(s: Sequence[_T1], extra: Literal[False]) -> list[_T1]: ... @overload def func18(s: Sequence[_T1], extra: Literal[True]...
ClassC
python
django__django
django/contrib/redirects/admin.py
{ "start": 114, "end": 270 }
class ____(admin.ModelAdmin): list_display = ("old_path", "new_path") list_filter = ("site",) search_fields = ("old_path", "new_path")
RedirectAdmin
python
django__django
tests/generic_views/views.py
{ "start": 6469, "end": 6900 }
class ____(generic.detail.SingleObjectMixin, generic.View): model = Book object = Book(name="dummy") def get_object(self): return Book(name="dummy") def get_context_data(self, **kwargs): context = {"custom_key": "custom_value"} context.update(kwargs) return super().get_...
CustomContextView
python
numba__numba
numba/tests/test_ndarray_subclasses.py
{ "start": 2355, "end": 3810 }
class ____(types.Array): def __init__(self, dtype, ndim, layout, readonly=False, aligned=True): name = f"MyArray({ndim}, {dtype}, {layout})" super().__init__(dtype, ndim, layout, readonly=readonly, aligned=aligned, name=name) def copy(self, *args, **kwargs): # T...
MyArrayType
python
pytorch__pytorch
torch/export/unflatten.py
{ "start": 59848, "end": 70202 }
class ____: """ Collect the intermediate values of mutations in a graph. Example: in the following graph, suppose that buf_in and buf_out are the input and output values of a buffer. buf_in = placeholder() ... ival1 = f0(buf_in, ...) # inside self.n0(...) ... i...
_IVals
python
scrapy__scrapy
tests/test_pipeline_files.py
{ "start": 12205, "end": 12321 }
class ____(TestFilesPipelineFieldsMixin): item_class = FilesPipelineTestAttrsItem
TestFilesPipelineFieldsAttrsItem
python
gevent__gevent
src/greentest/3.11/test_signal.py
{ "start": 44229, "end": 51624 }
class ____(unittest.TestCase): """ Stress signal delivery, especially when a signal arrives in the middle of recomputing the signal state or executing previously tripped signal handlers. """ def setsig(self, signum, handler): old_handler = signal.signal(signum, handler) self.add...
StressTest
python
tornadoweb__tornado
tornado/websocket.py
{ "start": 51391, "end": 64092 }
class ____(simple_httpclient._HTTPConnection): """WebSocket client connection. This class should not be instantiated directly; use the `websocket_connect` function instead. """ protocol = None # type: WebSocketProtocol def __init__( self, request: httpclient.HTTPRequest, ...
WebSocketClientConnection
python
huggingface__transformers
src/transformers/models/dac/modeling_dac.py
{ "start": 11153, "end": 17769 }
class ____(nn.Module): """ ResidualVectorQuantize block - Introduced in SoundStream: An end2end neural audio codec (https://huggingface.co/papers/2107.03312) """ def __init__(self, config: DacConfig): super().__init__() n_codebooks = config.n_codebooks quantizer_dropout = confi...
DacResidualVectorQuantize
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/linalg/qr_op_test.py
{ "start": 1742, "end": 6358 }
class ____(test.TestCase): @test_util.run_in_graph_and_eager_modes(use_gpu=True) def testWrongDimensions(self): # The input to qr should be a tensor of at least rank 2. scalar = constant_op.constant(1.) with self.assertRaisesRegex((ValueError, errors_impl.InvalidArgumentError), ...
QrOpTest
python
ray-project__ray
python/ray/tune/integration/pytorch_lightning.py
{ "start": 2436, "end": 6224 }
class ____(TuneCallback): """PyTorch Lightning report and checkpoint callback Saves checkpoints after each validation step. Also reports metrics to Tune, which is needed for checkpoint registration. Args: metrics: Metrics to report to Tune. If this is a list, each item describes th...
TuneReportCheckpointCallback
python
pytorch__pytorch
torch/_dynamo/utils.py
{ "start": 168577, "end": 169485 }
class ____: _counter: int = 0 _id: int = -1 _depth = 0 @classmethod def start(cls) -> None: cls._depth = cls._depth + 1 if cls._depth == 1: cls._id = _instruction_counter.start() @classmethod def end(cls) -> None: cls._depth = cls._depth - 1 if c...
CompileTimeInstructionCounter
python
getsentry__sentry
src/sentry/core/endpoints/project_details.py
{ "start": 3680, "end": 4113 }
class ____(serializers.Serializer): id = serializers.ChoiceField(required=True, choices=get_supported_biases_ids()) active = serializers.BooleanField(default=False) def validate(self, data): if data.keys() != {"id", "active"}: raise serializers.ValidationError( "Error: O...
DynamicSamplingBiasSerializer
python
realpython__materials
inheritance-and-composition/composition/productivity.py
{ "start": 959, "end": 1073 }
class ____: def perform_duties(self, hours): return f"manufactures gadgets for {hours} hours."
FactoryRole
python
PyCQA__pylint
tests/functional/m/mixin_class_rgx.py
{ "start": 880, "end": 1084 }
class ____: """Class that does match the option pattern""" def set_attribute(self): """Set an attribute outside of __init__""" self.attr = 1 # Tests for no-member
OutsideInitMixin
python
streamlit__streamlit
lib/tests/streamlit/elements/markdown_test.py
{ "start": 8707, "end": 12487 }
class ____(DeltaGeneratorTestCase): """Test st.badge API.""" def test_st_badge(self): """Test st.badge with all parameters.""" # Test with all parameters st.badge( "Badge with all params", icon=":material/warning:", color="red", ) el ...
StBadgeAPITest
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/flake8_pie/PIE796.py
{ "start": 514, "end": 588 }
class ____(enum.Enum): A = "A" B = "B" C = "C" @unique
FakeEnum7
python
walkccc__LeetCode
solutions/2975. Maximum Square Area by Removing Fences From a Field/2975.py
{ "start": 0, "end": 628 }
class ____: def maximizeSquareArea( self, m: int, n: int, hFences: list[int], vFences: list[int], ) -> int: hFences = sorted(hFences + [1, m]) vFences = sorted(vFences + [1, n]) hGaps = {hFences[i] - hFences[j] for i in range(len(hFences)) for j in...
Solution
python
walkccc__LeetCode
solutions/228. Summary Ranges/228.py
{ "start": 0, "end": 385 }
class ____: def summaryRanges(self, nums: list[int]) -> list[str]: ans = [] i = 0 while i < len(nums): begin = nums[i] while i < len(nums) - 1 and nums[i] == nums[i + 1] - 1: i += 1 end = nums[i] if begin == end: ans.append(str(begin)) else: ans.appen...
Solution
python
tensorflow__tensorflow
tensorflow/python/saved_model/load_test.py
{ "start": 5585, "end": 97818 }
class ____(test.TestCase, parameterized.TestCase): def test_structure_import(self, cycles, use_cpp_bindings): # TODO(b/264869228) Fix LoadTest if use_cpp_bindings: self.skipTest("Not implemented for cpp.") root = autotrackable.AutoTrackable() root.dep_one = autotrackable.AutoTrackable() roo...
LoadTest
python
plotly__plotly.py
plotly/graph_objs/histogram/unselected/_marker.py
{ "start": 233, "end": 3335 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "histogram.unselected" _path_str = "histogram.unselected.marker" _valid_props = {"color", "opacity"} @property def color(self): """ Sets the marker color of unselected points, applied only when a selection exists. ...
Marker
python
huggingface__transformers
src/transformers/models/jetmoe/configuration_jetmoe.py
{ "start": 876, "end": 7548 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`JetMoeModel`]. It is used to instantiate a JetMoe model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yield a configuration o...
JetMoeConfig
python
numpy__numpy
numpy/polynomial/tests/test_laguerre.py
{ "start": 3265, "end": 5919 }
class ____: # coefficients of 1 + 2*x + 3*x**2 c1d = np.array([9., -14., 6.]) c2d = np.einsum('i,j->ij', c1d, c1d) c3d = np.einsum('i,j,k->ijk', c1d, c1d, c1d) # some random values in [-1, 1) x = np.random.random((3, 5)) * 2 - 1 y = polyval(x, [1., 2., 3.]) def test_lagval(self): ...
TestEvaluation
python
python-pillow__Pillow
src/PIL/MpoImagePlugin.py
{ "start": 3096, "end": 6722 }
class ____(JpegImagePlugin.JpegImageFile): format = "MPO" format_description = "MPO (CIPA DC-007)" _close_exclusive_fp_after_loading = False def _open(self) -> None: self.fp.seek(0) # prep the fp in order to pass the JPEG test JpegImagePlugin.JpegImageFile._open(self) self._aft...
MpoImageFile
python
getsentry__sentry
tests/sentry/seer/explorer/test_custom_tool_utils.py
{ "start": 4335, "end": 9699 }
class ____(TestCase): def setUp(self): super().setUp() create_test_regions() self.organization = self.create_organization() def test_validate_tool_class_nested(self): """Test validation fails for nested classes.""" class OuterClass: class NestedTool(Explorer...
CustomToolUtilsTest
python
astropy__astropy
astropy/visualization/interval.py
{ "start": 7813, "end": 11601 }
class ____(BaseInterval): """ Interval based on IRAF's zscale. Original implementation: https://github.com/spacetelescope/stsci.numdisplay/blob/master/lib/stsci/numdisplay/zscale.py Licensed under a 3-clause BSD style license (see AURA_LICENSE.rst). Parameters ---------- n_samples : i...
ZScaleInterval
python
ray-project__ray
python/ray/llm/_internal/common/utils/download_utils.py
{ "start": 609, "end": 3721 }
class ____(enum.Enum): """Defines which files to download from cloud storage.""" MODEL_AND_TOKENIZER = enum.auto() TOKENIZER_ONLY = enum.auto() EXCLUDE_SAFETENSORS = enum.auto() NONE = enum.auto() def __bool__(self): return self != NodeModelDownloadable.NONE def union(self, other:...
NodeModelDownloadable
python
huggingface__transformers
src/transformers/models/nllb_moe/modeling_nllb_moe.py
{ "start": 26208, "end": 29855 }
class ____(GradientCheckpointingLayer): def __init__(self, config: NllbMoeConfig, is_sparse: bool = False, layer_idx: Optional[int] = None): super().__init__() self.embed_dim = config.d_model self.is_sparse = is_sparse self.self_attn = NllbMoeAttention( embed_dim=self.emb...
NllbMoeDecoderLayer
python
numba__numba
numba/tests/test_obj_lifetime.py
{ "start": 1054, "end": 3806 }
class ____(object): """ An object which records events when instances created through it are deleted. Custom events can also be recorded to aid in diagnosis. """ def __init__(self): self._counts = collections.defaultdict(int) self._events = [] self._wrs = {} def ma...
RefRecorder
python
davidhalter__jedi
jedi/inference/gradual/typing.py
{ "start": 14907, "end": 15601 }
class ____(Value): def __init__(self, inference_state, parent_context, tree_node, type_value_set): super().__init__(inference_state, parent_context) self._type_value_set = type_value_set self.tree_node = tree_node def py__class__(self): c, = self._type_value_set.py__class__() ...
NewType
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/logs/events.py
{ "start": 19222, "end": 19512 }
class ____(graphene.ObjectType): class Meta: interfaces = ( GrapheneMessageEvent, GrapheneDisplayableEvent, GrapheneStepEvent, GrapheneMarkerEvent, ) name = "ResourceInitSuccessEvent"
GrapheneResourceInitSuccessEvent
python
python-pillow__Pillow
src/PIL/WebPImagePlugin.py
{ "start": 825, "end": 10054 }
class ____(ImageFile.ImageFile): format = "WEBP" format_description = "WebP image" __loaded = 0 __logical_frame = 0 def _open(self) -> None: # Use the newer AnimDecoder API to parse the (possibly) animated file, # and access muxed chunks like ICC/EXIF/XMP. self._decoder = _w...
WebPImageFile
python
ray-project__ray
doc/source/ray-core/doc_code/placement_group_example.py
{ "start": 1730, "end": 3537 }
class ____: def __init__(self): pass def ready(self): pass # Create a GPU actor on the first bundle of index 0. actor2 = Actor.options( scheduling_strategy=PlacementGroupSchedulingStrategy( placement_group=pg, placement_group_bundle_index=0, ) ).remote() # Verify that...
Actor
python
GoogleCloudPlatform__python-docs-samples
functions/v2/typed/googlechatbot/main.py
{ "start": 997, "end": 2008 }
class ____: cardId: str card: Dict[str, Any] # Required to serialize the response def to_dict(self) -> dict: return { "cardsV2": { "cardId": self.cardId, "card": self.card, } } @functions_framework.typed def googlechatbot(req: Ch...
ChatResponse
python
plotly__plotly.py
plotly/graph_objs/icicle/_hoverlabel.py
{ "start": 233, "end": 11234 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "icicle" _path_str = "icicle.hoverlabel" _valid_props = { "align", "alignsrc", "bgcolor", "bgcolorsrc", "bordercolor", "bordercolorsrc", "font", "namelength", "namelengthsrc", ...
Hoverlabel
python
getsentry__sentry
src/sentry/analytics/event_manager.py
{ "start": 157, "end": 661 }
class ____: def __init__(self) -> None: self._event_types: MutableMapping[Any, type[Event]] = {} def register(self, event_cls: type[Event]) -> None: event_type = event_cls.type if event_type in self._event_types: assert self._event_types[event_type] == event_cls else...
EventManager
python
astropy__astropy
astropy/units/tests/test_quantity_erfa_ufuncs.py
{ "start": 626, "end": 12866 }
class ____: @classmethod def setup_class(cls): cls.pv_unit = u.Unit("AU,AU/day") cls.pv_value = np.array( [ ([1.0, 0.0, 0.0], [0.0, 0.0125, 0.0]), ([0.0, 1.0, 0.0], [-0.0125, 0.0, 0.0]), ], dtype=erfa_ufunc.dt_pv, ) ...
TestPVUfuncs
python
optuna__optuna
optuna/artifacts/_filesystem.py
{ "start": 230, "end": 2416 }
class ____: """An artifact store for file systems. Args: base_path: The base path to a directory to store artifacts. Example: .. code-block:: python import os import optuna from optuna.artifacts import FileSystemArtifactStore fr...
FileSystemArtifactStore
python
crytic__slither
slither/solc_parsing/slither_compilation_unit_solc.py
{ "start": 3347, "end": 39496 }
class ____(CallerContextExpression): # pylint: disable=too-many-instance-attributes def __init__(self, compilation_unit: SlitherCompilationUnit) -> None: super().__init__() self._compilation_unit: SlitherCompilationUnit = compilation_unit self._contracts_by_id: Dict[int, Contract] = {}...
SlitherCompilationUnitSolc
python
ray-project__ray
python/ray/autoscaler/_private/spark/spark_job_server.py
{ "start": 7271, "end": 11357 }
class ____(ThreadingHTTPServer): """ High level design: 1. In Ray on spark autoscaling mode, How to start and terminate Ray worker node ? It uses spark job to launch Ray worker node, and each spark job contains only one spark task, the corresponding spark task creates Ray worker node as subpro...
SparkJobServer
python
mahmoud__boltons
boltons/dictutils.py
{ "start": 26465, "end": 30935 }
class ____(dict): """Implements a one-to-one mapping dictionary. In addition to inheriting from and behaving exactly like the builtin :class:`dict`, all values are automatically added as keys on a reverse mapping, available as the `inv` attribute. This arrangement keeps key and value namespaces dist...
OneToOne
python
huggingface__transformers
tests/models/mm_grounding_dino/test_modeling_mm_grounding_dino.py
{ "start": 3136, "end": 9847 }
class ____: def __init__( self, parent, batch_size=4, is_training=True, use_labels=True, hidden_size=32, num_hidden_layers=2, num_attention_heads=4, intermediate_size=4, hidden_act="gelu", hidden_dropout_prob=0.1, attent...
MMGroundingDinoModelTester
python
tensorflow__tensorflow
tensorflow/python/autograph/tests/basic_list_test.py
{ "start": 2450, "end": 4106 }
class ____(reference_test_base.TestCase): def setUp(self): super(ReferenceTest, self).setUp() self.autograph_opts = tf.autograph.experimental.Feature.LISTS def test_tensor_mutation(self): self.assertConvertedMatchesNative(mutation, [0] * 10, 10) def test_basic(self): self.all_inputs_tensors = T...
ReferenceTest
python
django__django
django/contrib/postgres/search.py
{ "start": 11957, "end": 12213 }
class ____(Func): output_field = FloatField() def __init__(self, expression, string, **extra): if not hasattr(string, "resolve_expression"): string = Value(string) super().__init__(expression, string, **extra)
TrigramBase
python
django-extensions__django-extensions
django_extensions/management/commands/dumpscript.py
{ "start": 28804, "end": 28899 }
class ____(Exception): """Value could not be parsed or should simply be skipped."""
SkipValue
python
huggingface__transformers
tests/models/instructblipvideo/test_modeling_instructblipvideo.py
{ "start": 8276, "end": 11263 }
class ____: def __init__( self, parent, batch_size=12, seq_length=7, is_training=True, use_input_mask=True, use_labels=True, vocab_size=99, hidden_size=32, projection_dim=32, num_hidden_layers=2, num_attention_heads=4, ...
InstructBlipVideoQFormerModelTester
python
huggingface__transformers
src/transformers/models/dpt/modeling_dpt.py
{ "start": 27404, "end": 29257 }
class ____(nn.Module): """ ResidualConvUnit, pre-activate residual unit. Args: config (`[DPTConfig]`): Model configuration class defining the model architecture. """ def __init__(self, config: DPTConfig): super().__init__() self.use_batch_norm = config.use_batc...
DPTPreActResidualLayer
python
getsentry__sentry
src/sentry/taskworker/state.py
{ "start": 168, "end": 1133 }
class ____: id: str namespace: str taskname: str attempt: int processing_deadline_duration: int retries_remaining: bool def current_task() -> CurrentTaskState | None: if not hasattr(_current_state, "state"): _current_state.state = None return _current_state.state def set_cur...
CurrentTaskState
python
redis__redis-py
tests/test_pubsub.py
{ "start": 33924, "end": 34440 }
class ____: @skip_if_server_version_lt("3.0.0") @skip_if_redis_enterprise() def test_connection_error_raised_when_connection_dies(self, r): p = r.pubsub() p.subscribe("foo") assert wait_for_message(p) == make_message("subscribe", "foo", 1) for client in r.client_list(): ...
TestPubSubConnectionKilled
python
plotly__plotly.py
_plotly_utils/png.py
{ "start": 10275, "end": 10392 }
class ____(Exception): def __str__(self): return self.__class__.__name__ + ": " + " ".join(self.args)
Error
python
pytorch__pytorch
torch/testing/_internal/common_distributed.py
{ "start": 55644, "end": 57469 }
class ____(nn.Module): def __init__( self, forward_inputs: dict[nn.Module, torch.Tensor], cast_forward_inputs: bool, ) -> None: super().__init__() self.c1 = SaveForwardInputsModule(forward_inputs, cast_forward_inputs) self.c2 = SaveForwardInputsModule(forward_inpu...
SaveForwardInputsModel
python
huggingface__transformers
src/transformers/models/exaone4/modeling_exaone4.py
{ "start": 24150, "end": 24253 }
class ____(GenericForTokenClassification, Exaone4PreTrainedModel): pass
Exaone4ForTokenClassification
python
plotly__plotly.py
plotly/graph_objs/layout/_selection.py
{ "start": 235, "end": 17147 }
class ____(_BaseLayoutHierarchyType): _parent_path_str = "layout" _path_str = "layout.selection" _valid_props = { "line", "name", "opacity", "path", "templateitemname", "type", "x0", "x1", "xref", "y0", "y1", "yr...
Selection
python
huggingface__transformers
src/transformers/models/blip/modeling_blip_text.py
{ "start": 3299, "end": 9306 }
class ____(nn.Module): def __init__(self, config, is_cross_attention, layer_idx=None): super().__init__() self.config = config if config.hidden_size % config.num_attention_heads != 0 and not hasattr(config, "embedding_size"): raise ValueError( "The hidden size (%d...
BlipTextSelfAttention
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/paramSpec27.py
{ "start": 513, "end": 1252 }
class ____(Protocol[P]): def __call__(self, a: int, /, *args: P.args, **kwargs: P.kwargs) -> None: ... ConcatCallableHandler: TypeAlias = Callable[Concatenate[int, P], None] handler_callable1: Callable[..., None] = func1 concat_handler_callable1: ConcatCallableHandler[...] = func1 # This should generate an err...
ConcatHandler
python
sqlalchemy__sqlalchemy
test/orm/test_attributes.py
{ "start": 97728, "end": 105093 }
class ____(fixtures.ORMTest): def test_receive_changes(self): """test that Listeners can mutate the given value.""" class Foo: pass class Bar: pass def append(state, child, initiator): b2 = Bar() b2.data = b1.data + " appended" ...
ListenerTest
python
getsentry__sentry
fixtures/integrations/mock_service.py
{ "start": 295, "end": 3725 }
class ____(StubService): """ A mock is a service that replicates the functionality of a real software system by implementing the same interface with simplified business logic. For example, a mocked random dice_roll function might return `hash(time()) % 6`. Like stubs, mocks can make tests simpler an...
MockService
python
pypa__warehouse
tests/unit/admin/views/test_users.py
{ "start": 57353, "end": 59686 }
class ____: def test_burns_recovery_codes(self, db_request, monkeypatch, user_service): user = UserFactory.create() codes = user_service.generate_recovery_codes(user.id) user_service._check_ratelimits = pretend.call_recorder( user_service._check_ratelimits ) # Bu...
TestUserBurnRecoveryCodes
python
numba__numba
numba/core/bytecode.py
{ "start": 22797, "end": 25041 }
class ____(serialize.ReduceMixin): """ A function's identity and metadata. Note this typically represents a function whose bytecode is being compiled, not necessarily the top-level user function (the two might be distinct). """ _unique_ids = itertools.count(1) @classmethod def from...
FunctionIdentity
python
getsentry__sentry
src/sentry/api/permissions.py
{ "start": 1854, "end": 2609 }
class ____(BasePermission): """ This permission class is used for endpoints that should ONLY be accessible by staff. """ def has_permission(self, request: Request, view: object) -> bool: return is_active_staff(request) # NOTE(schew2381): This is a temporary permission that does NOT perfor...
StaffPermission
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/array_ops/one_hot_op_test.py
{ "start": 981, "end": 12875 }
class ____(test.TestCase, parameterized.TestCase): def _testOneHot(self, truth, use_gpu=False, expected_err_re=None, raises=None, dtype=None, **inputs): with self.cached_session(use_gpu=use_gpu): if ...
OneHotTest
python
python-pillow__Pillow
src/PIL/PdfParser.py
{ "start": 7719, "end": 9318 }
class ____(_DictBase): def __setattr__(self, key: str, value: Any) -> None: if key == "data": collections.UserDict.__setattr__(self, key, value) else: self[key.encode("us-ascii")] = value def __getattr__(self, key: str) -> str | time.struct_time: try: ...
PdfDict
python
astropy__astropy
astropy/io/votable/exceptions.py
{ "start": 8905, "end": 9967 }
class ____(VOTableSpecWarning): r"""Nonstandard XML id. XML ids must match the following regular expression:: ^[A-Za-z_][A-Za-z0-9_\.\-]*$ The VOTable 1.1 says the following: According to the XML standard, the attribute ``ID`` is a string beginning with a letter or underscore (``...
W02
python
kamyu104__LeetCode-Solutions
Python/distinct-echo-substrings.py
{ "start": 1273, "end": 1979 }
class ____(object): def distinctEchoSubstrings(self, text): """ :type text: str :rtype: int """ result = set() for l in xrange(1, len(text)//2+1): count = sum(text[i] == text[i+l] for i in xrange(l)) for i in xrange(len(text)-2*l): ...
Solution2
python
kamyu104__LeetCode-Solutions
Python/self-crossing.py
{ "start": 29, "end": 1050 }
class ____(object): def isSelfCrossing(self, x): """ :type x: List[int] :rtype: bool """ if len(x) >= 5 and x[3] == x[1] and x[4] + x[0] >= x[2]: # Crossing in a loop: # 2 # 3 ┌────┐ # └─══>┘1 # 4 0 (overla...
Solution
python
tensorflow__tensorflow
tensorflow/python/distribute/sharded_variable.py
{ "start": 6423, "end": 8878 }
class ____(Partitioner): """Partitioner that keeps shards below `max_shard_bytes`. This partitioner ensures each shard has at most `max_shard_bytes`, and tries to allocate as few shards as possible, i.e., keeping shard size as large as possible. If the partitioner hits the `max_shards` limit, then each shar...
MaxSizePartitioner
python
jazzband__django-oauth-toolkit
tests/test_auth_backends.py
{ "start": 5881, "end": 7543 }
class ____(BaseTest): def dummy_get_response(self, request): return HttpResponse() def test_middleware_wrong_headers(self): m = OAuth2ExtraTokenMiddleware(self.dummy_get_response) request = self.factory.get("/a-resource") m(request) self.assertFalse(hasattr(request, "acc...
TestOAuth2ExtraTokenMiddleware
python
matplotlib__matplotlib
lib/matplotlib/testing/compare.py
{ "start": 2639, "end": 2941 }
class ____: def __call__(self, orig, dest): try: subprocess.run( [mpl._get_executable_info("magick").executable, orig, dest], check=True) except subprocess.CalledProcessError as e: raise _ConverterError() from e
_MagickConverter
python
pytorch__pytorch
benchmarks/operator_benchmark/pt/binary_test.py
{ "start": 3299, "end": 4672 }
class ____(op_bench.TorchBenchmarkBase): def init(self, in_one, in_two, dtype, device, op_func): self.inputs = { "in_one": torch.bernoulli(0.5 * torch.ones(in_one, device=device)).to( dtype=dtype ), "in_two": torch.bernoulli(0.5 * torch.ones(in_two, device...
BinaryOpBcastBenchmark
python
kamyu104__LeetCode-Solutions
Python/distribute-candies-to-people.py
{ "start": 1031, "end": 1966 }
class ____(object): def distributeCandies(self, candies, num_people): """ :type candies: int :type num_people: int :rtype: List[int] """ # find max integer p s.t. sum(1 + 2 + ... + p) <= C left, right = 1, candies while left <= right: mid =...
Solution2
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/sql/roles.py
{ "start": 3878, "end": 4330 }
class ____(TypedColumnsClauseRole[_T_co]): # note when using generics for ExpressionElementRole, # the generic type needs to be in # sqlalchemy.sql.coercions._impl_lookup mapping also. # these are set up for basic types like int, bool, str, float # right now __slots__ = () _role_name = "SQL...
ExpressionElementRole
python
apache__airflow
providers/standard/src/airflow/providers/standard/utils/weekday.py
{ "start": 961, "end": 2685 }
class ____(enum.IntEnum): """Python Enum containing Days of the Week.""" MONDAY = 1 TUESDAY = 2 WEDNESDAY = 3 THURSDAY = 4 FRIDAY = 5 SATURDAY = 6 SUNDAY = 7 @classmethod def get_weekday_number(cls, week_day_str: str): """ Return the ISO Week Day Number for a We...
WeekDay
python
apache__airflow
providers/amazon/src/airflow/providers/amazon/aws/exceptions.py
{ "start": 987, "end": 1334 }
class ____(Exception): """Raise when ECS tasks fail to start AFTER processing the request.""" def __init__(self, message: str): self.message = message super().__init__(message) def __reduce__(self): """Return ECSTask state and its message.""" return EcsTaskFailToStart, (sel...
EcsTaskFailToStart
python
plotly__plotly.py
plotly/graph_objs/scatter3d/_marker.py
{ "start": 233, "end": 28903 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "scatter3d" _path_str = "scatter3d.marker" _valid_props = { "autocolorscale", "cauto", "cmax", "cmid", "cmin", "color", "coloraxis", "colorbar", "colorscale", "colorsrc", ...
Marker
python
GoogleCloudPlatform__python-docs-samples
containeranalysis/snippets/samples_test.py
{ "start": 1991, "end": 2653 }
class ____: """Custom class to handle incoming Pub/Sub messages.""" def __init__(self, expected_msg_nums: int, done_event: threading.Event) -> None: # initialize counter to 0 on initialization self.msg_count = 0 self.expected_msg_nums = expected_msg_nums self.done_event = done_e...
MessageReceiver
python
numpy__numpy
numpy/distutils/tests/test_fcompiler_gnu.py
{ "start": 1168, "end": 1643 }
class ____: def test_g77_version(self): fc = numpy.distutils.fcompiler.new_fcompiler(compiler='gnu') for vs, version in g77_version_strings: v = fc.version_match(vs) assert_(v == version, (vs, v)) def test_not_g77(self): fc = numpy.distutils.fcompiler.new_fcompil...
TestG77Versions
python
optuna__optuna
optuna/visualization/_terminator_improvement.py
{ "start": 869, "end": 7458 }
class ____(NamedTuple): trial_numbers: list[int] improvements: list[float] errors: list[float] | None @experimental_func("3.2.0") def plot_terminator_improvement( study: Study, plot_error: bool = False, improvement_evaluator: BaseImprovementEvaluator | None = None, error_evaluator: BaseErr...
_ImprovementInfo
python
PrefectHQ__prefect
tests/cli/test_work_pool.py
{ "start": 21228, "end": 27827 }
class ____: async def test_update_description(self, prefect_client, work_pool): assert work_pool.description is None assert work_pool.type is not None assert work_pool.base_job_template is not None assert work_pool.is_paused is not None assert work_pool.concurrency_limit is N...
TestUpdate
python
TheAlgorithms__Python
machine_learning/astar.py
{ "start": 687, "end": 1395 }
class ____: """ Class cell represents a cell in the world which have the properties: position: represented by tuple of x and y coordinates initially set to (0,0). parent: Contains the parent cell object visited before we arrived at this cell. g, h, f: Parameters used when calling our heuristic funct...
Cell
python
mlflow__mlflow
dev/clint/tests/rules/test_no_class_based_tests.py
{ "start": 304, "end": 508 }
class ____: def test_feature_a(self): assert True def test_feature_b(self): assert True def helper_method(self): return 42 # Bad - another class-based test
TestSomething
python
aimacode__aima-python
probabilistic_learning.py
{ "start": 122, "end": 5334 }
class ____: """ A probability distribution formed by observing and counting examples. If p is an instance of this class and o is an observed value, then there are 3 main operations: p.add(o) increments the count for observation o by 1. p.sample() returns a random element from the distribution. ...
CountingProbDist
python
huggingface__transformers
src/transformers/models/emu3/modeling_emu3.py
{ "start": 19105, "end": 21207 }
class ____(nn.Module): def __init__( self, in_channels: int, out_channels: Optional[int] = None, quant_channels: Optional[int] = None, ): super().__init__() self.in_channels = in_channels out_channels = in_channels if out_channels is None else out_channels...
Emu3VQVAEResnetBlock
python
kamyu104__LeetCode-Solutions
Python/super-ugly-number.py
{ "start": 808, "end": 1553 }
class ____(object): def nthSuperUglyNumber(self, n, primes): """ :type n: int :type primes: List[int] :rtype: int """ uglies, idx, heap, ugly_set = [0] * n, [0] * len(primes), [], set([1]) uglies[0] = 1 for k, p in enumerate(primes): heapq...
Solution2
python
PyCQA__pylint
doc/data/messages/s/super-init-not-called/bad.py
{ "start": 118, "end": 224 }
class ____(Fruit): def __init__(self): # [super-init-not-called] print("Creating an apple")
Apple
python
Textualize__textual
src/textual/widgets/_button.py
{ "start": 946, "end": 1052 }
class ____(Exception): """Exception raised if an invalid button variant is used."""
InvalidButtonVariant
python
scikit-learn__scikit-learn
benchmarks/bench_plot_nmf.py
{ "start": 6555, "end": 15395 }
class ____(NMF): """Non-Negative Matrix Factorization (NMF) with projected gradient solver. This class is private and for comparison purpose only. It may change or disappear without notice. """ def __init__( self, n_components=None, solver="pg", init=None, ...
_PGNMF
python
pyca__cryptography
src/cryptography/hazmat/primitives/hashes.py
{ "start": 4349, "end": 4725 }
class ____(HashAlgorithm): name = "blake2b" _max_digest_size = 64 _min_digest_size = 1 block_size = 128 def __init__(self, digest_size: int): if digest_size != 64: raise ValueError("Digest size must be 64") self._digest_size = digest_size @property def digest_s...
BLAKE2b