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python
django__django
tests/model_fields/test_integerfield.py
{ "start": 10375, "end": 13108 }
class ____(SimpleTestCase): class Choices(models.IntegerChoices): A = 1 def test_integerfield_cleans_valid_string(self): f = models.IntegerField() self.assertEqual(f.clean("2", None), 2) def test_integerfield_raises_error_on_invalid_intput(self): f = models.IntegerField() ...
ValidationTests
python
keras-team__keras
keras/src/trainers/data_adapters/tf_dataset_adapter_test.py
{ "start": 297, "end": 13691 }
class ____(testing.TestCase): def test_basic_flow(self): x = tf.random.normal((34, 4)) y = tf.random.normal((34, 2)) base_ds = tf.data.Dataset.from_tensor_slices((x, y)).batch(16) adapter = tf_dataset_adapter.TFDatasetAdapter(base_ds) self.assertEqual(adapter.num_batches, 3)...
TestTFDatasetAdapter
python
huggingface__transformers
src/transformers/models/mobilenet_v1/image_processing_mobilenet_v1.py
{ "start": 1428, "end": 15150 }
class ____(BaseImageProcessor): r""" Constructs a MobileNetV1 image processor. Args: do_resize (`bool`, *optional*, defaults to `True`): Whether to resize the image's (height, width) dimensions to the specified `size`. Can be overridden by `do_resize` in the `preprocess` met...
MobileNetV1ImageProcessor
python
django__django
tests/migrations/models.py
{ "start": 126, "end": 205 }
class ____(models.Model, metaclass=CustomModelBase): pass
ModelWithCustomBase
python
scipy__scipy
scipy/special/tests/test_kolmogorov.py
{ "start": 15773, "end": 18502 }
class ____: def test_nan(self): assert_(np.isnan(kolmogi(np.nan))) def test_basic(self): dataset = [(1.0, 0), (0.96394524366487511, 0.5), (0.9, 0.571173265106), (0.5000000000000000, 0.8275735551899077), (0.2699996716773...
TestKolmogi
python
pytorch__pytorch
torch/fx/passes/graph_transform_observer.py
{ "start": 448, "end": 7785 }
class ____: __pass_count = 0 def __init__( self, gm: GraphModule, passname: str, subsystem: Optional[str] = None, log_url: Optional[str] = None, ): """ log_url is inferred to be torch._inductor.config.trace.log_url_for_graph_xform unless otherwise spe...
GraphTransformObserver
python
plotly__plotly.py
plotly/graph_objs/isosurface/colorbar/title/_font.py
{ "start": 233, "end": 9929 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "isosurface.colorbar.title" _path_str = "isosurface.colorbar.title.font" _valid_props = { "color", "family", "lineposition", "shadow", "size", "style", "textcase", "variant", "weig...
Font
python
astropy__astropy
astropy/modeling/tests/test_mappings.py
{ "start": 3980, "end": 5905 }
class ____: def test___init__(self): # Set values model = UnitsMapping( ((u.m, None),), input_units_equivalencies="test_eqiv", input_units_allow_dimensionless=True, name="test", ) assert model._mapping == ((u.m, None),) assert m...
TestUnitsMapping
python
prompt-toolkit__python-prompt-toolkit
src/prompt_toolkit/buffer.py
{ "start": 1349, "end": 1523 }
class ____(Enum): "The validation state of a buffer. This is set after the validation." VALID = "VALID" INVALID = "INVALID" UNKNOWN = "UNKNOWN"
ValidationState
python
Farama-Foundation__Gymnasium
gymnasium/envs/toy_text/cliffwalking.py
{ "start": 406, "end": 13343 }
class ____(Env): """ Cliff walking involves crossing a gridworld from start to goal while avoiding falling off a cliff. ## Description The game starts with the player at location [3, 0] of the 4x12 grid world with the goal located at [3, 11]. If the player reaches the goal the episode ends. A ...
CliffWalkingEnv
python
pytorch__pytorch
torch/distributed/checkpoint/staging.py
{ "start": 13956, "end": 19299 }
class ____(AsyncStager): """ An AsyncStager implementation that replicates state_dict across training ranks using PGTransport. Args: pg: ProcessGroup for distributed communication timeout: Timeout for communication operations device: Device to use for tensor operations s...
_ReplicationStager
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/sql/compiler.py
{ "start": 28970, "end": 29771 }
class ____(util.EnsureKWArg): """Produces DDL specification for TypeEngine objects.""" ensure_kwarg = r"visit_\w+" def __init__(self, dialect: Dialect): self.dialect = dialect def process(self, type_: TypeEngine[Any], **kw: Any) -> str: if ( type_._variant_mapping ...
TypeCompiler
python
django__django
tests/test_runner/tests.py
{ "start": 18825, "end": 20297 }
class ____(AdminScriptTestCase): """ Custom runners can add command line arguments. The runner is specified through a settings file. """ def setUp(self): super().setUp() settings = { "TEST_RUNNER": "'test_runner.runner.CustomOptionsTestRunner'", } self.wr...
CustomTestRunnerOptionsSettingsTests
python
PrefectHQ__prefect
src/prefect/server/schemas/internal.py
{ "start": 234, "end": 356 }
class ____(actions.WorkPoolUpdate): status: Optional[statuses.WorkPoolStatus] = Field(default=None)
InternalWorkPoolUpdate
python
doocs__leetcode
solution/2300-2399/2373.Largest Local Values in a Matrix/Solution.py
{ "start": 0, "end": 377 }
class ____: def largestLocal(self, grid: List[List[int]]) -> List[List[int]]: n = len(grid) ans = [[0] * (n - 2) for _ in range(n - 2)] for i in range(n - 2): for j in range(n - 2): ans[i][j] = max( grid[x][y] for x in range(i, i + 3) for y in ...
Solution
python
huggingface__transformers
src/transformers/models/depth_anything/modeling_depth_anything.py
{ "start": 3755, "end": 4936 }
class ____(nn.Module): """ ResidualConvUnit, pre-activate residual unit. Args: config (`[DepthAnythingConfig]`): Model configuration class defining the model architecture. """ def __init__(self, config): super().__init__() self.activation1 = nn.ReLU() s...
DepthAnythingPreActResidualLayer
python
getsentry__sentry
src/sentry/seer/similarity/utils.py
{ "start": 2214, "end": 3338 }
class ____: """ Lazy-loaded singleton for the tokenizer to avoid expensive initialization at module load time. """ def __init__(self) -> None: self._tokenizer: Tokenizer | None = None self._lock = threading.RLock() def get_tokenizer(self) -> Tokenizer: """Get the tokenizer ...
TokenizerWrapper
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/genericType27.py
{ "start": 157, "end": 356 }
class ____: ... T = TypeVar("T", bound=ClassA) def func1(cls: type[T]) -> list[type[T]]: result = [cls] for c in cls.__subclasses__(): result.extend(func1(c)) return result
ClassA
python
langchain-ai__langchain
libs/langchain_v1/langchain/agents/middleware/todo.py
{ "start": 905, "end": 6320 }
class ____(AgentState): """State schema for the todo middleware.""" todos: Annotated[NotRequired[list[Todo]], OmitFromInput] """List of todo items for tracking task progress.""" WRITE_TODOS_TOOL_DESCRIPTION = """Use this tool to create and manage a structured task list for your current work session. This...
PlanningState
python
pandas-dev__pandas
pandas/tests/frame/indexing/test_getitem.py
{ "start": 14437, "end": 14844 }
class ____: @pytest.mark.parametrize("key", [{"a", "b"}, {"a": "a"}]) def test_getitem_dict_and_set_deprecated(self, key): # GH#42825 enforced in 2.0 df = DataFrame( [[1, 2], [3, 4]], columns=MultiIndex.from_tuples([("a", 1), ("b", 2)]) ) with pytest.raises(TypeError,...
TestGetitemDeprecatedIndexers
python
python-pillow__Pillow
src/PIL/Image.py
{ "start": 4012, "end": 4186 }
class ____(IntEnum): NONE = 0 ORDERED = 1 # Not yet implemented RASTERIZE = 2 # Not yet implemented FLOYDSTEINBERG = 3 # default # palettes/quantizers
Dither
python
keras-team__keras
keras/src/wrappers/sklearn_wrapper.py
{ "start": 6443, "end": 10743 }
class ____(ClassifierMixin, SKLBase): """scikit-learn compatible classifier wrapper for Keras models. Note that there are sources of randomness in model initialization and training. Refer to [Reproducibility in Keras Models]( https://keras.io/examples/keras_recipes/reproducibility_recipes/) on how to ...
SKLearnClassifier
python
huggingface__transformers
src/transformers/models/nemotron/modeling_nemotron.py
{ "start": 43653, "end": 43961 }
class ____(GenericForTokenClassification, NemotronPreTrainedModel): ... __all__ = [ "NemotronForQuestionAnswering", "NemotronForCausalLM", "NemotronModel", "NemotronPreTrainedModel", "NemotronForSequenceClassification", "NemotronForTokenClassification", ]
NemotronForTokenClassification
python
tensorflow__tensorflow
tensorflow/python/framework/convert_to_constants.py
{ "start": 2414, "end": 2624 }
class ____(collections.namedtuple("_EndPoint", ["convertible", "index"])): """An endpoint in a graph.""" __slots__ = () def __str__(self): return "{}[{}]".format(self.convertible, self.index)
_EndPoint
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_cloud_storage_transfer_service.py
{ "start": 6254, "end": 9118 }
class ____: def test_should_do_nothing_on_empty(self): body = {} TransferJobPreprocessor(body=body).process_body() assert body == {} @pytest.mark.skipif(boto3 is None, reason="Skipping test because boto3 is not available") @mock.patch("airflow.providers.google.cloud.operators.cloud_...
TestTransferJobPreprocessor
python
getsentry__sentry
src/sentry/interfaces/exception.py
{ "start": 3238, "end": 7195 }
class ____(Interface): """ an optional field residing in the exception interface. It carries additional information about the way the exception was created on the target system. This includes general exception values obtained from operating system or runtime APIs, as well as mechanism-specific value...
Mechanism
python
psf__black
src/blib2to3/pytree.py
{ "start": 18335, "end": 19863 }
class ____(BasePattern): def __init__( self, type: int | None = None, content: str | None = None, name: str | None = None, ) -> None: """ Initializer. Takes optional type, content, and name. The type, if given must be a token type (< 256). If not given,...
LeafPattern
python
nedbat__coveragepy
tests/test_coverage.py
{ "start": 35245, "end": 38936 }
class ____(CoverageTest): """Tests of the exclusion feature to mark lines as not covered.""" def test_default(self) -> None: # A number of forms of pragma comment are accepted. self.check_coverage( """\ a = 1 b = 2 # pragma: no cover c = 3 ...
ExcludeTest
python
Unity-Technologies__ml-agents
ml-agents/mlagents/trainers/settings.py
{ "start": 4130, "end": 4487 }
class ____: demo_path: str steps: int = 0 strength: float = 1.0 samples_per_update: int = 0 # Setting either of these to None will allow the Optimizer # to decide these parameters, based on Trainer hyperparams num_epoch: Optional[int] = None batch_size: Optional[int] = None @attr.s(aut...
BehavioralCloningSettings
python
walkccc__LeetCode
solutions/1957. Delete Characters to Make Fancy String/1957.py
{ "start": 0, "end": 190 }
class ____: def makeFancyString(self, s: str) -> str: ans = [] for c in s: if len(ans) < 2 or ans[-1] != c or ans[-2] != c: ans.append(c) return ''.join(ans)
Solution
python
Pylons__pyramid
tests/test_renderers.py
{ "start": 114, "end": 3387 }
class ____(unittest.TestCase): def setUp(self): self.config = testing.setUp() def tearDown(self): testing.tearDown() def _makeOne(self, **kw): from pyramid.renderers import JSON return JSON(**kw) def test_it(self): renderer = self._makeOne()(None) resu...
TestJSON
python
realpython__materials
python-with-statement/site_checker_v2.py
{ "start": 33, "end": 732 }
class ____: def __init__(self, url): self._url = url async def __aenter__(self): self.session = aiohttp.ClientSession() response = await self.session.get(self._url) return response async def __aexit__(self, *_): await self.session.close() async def main(): awa...
AsyncSession
python
google__jax
jax/experimental/jax2tf/examples/tf_js/quickdraw/quickdraw.py
{ "start": 1436, "end": 4894 }
class ____(nn.Module): @nn.compact def __call__(self, x): x = nn.Conv(features=16, kernel_size=(3, 3), padding='SAME')(x) x = nn.relu(x) x = nn.max_pool(x, window_shape=(2, 2), strides=(2, 2)) x = nn.Conv(features=32, kernel_size=(3, 3), padding='SAME')(x) x = nn.relu(x) x = nn.max_pool(x, ...
QuickDraw
python
viewflow__viewflow
viewflow/workflow/migrations/0010_viewflow20.py
{ "start": 155, "end": 2683 }
class ____(migrations.Migration): dependencies = [ ("viewflow", "0009_merge"), ] operations = [ migrations.RemoveField( model_name="task", name="comments", ), migrations.AddField( model_name="process", name="parent_task", ...
Migration
python
pypa__warehouse
tests/unit/ip_addresses/test_models.py
{ "start": 273, "end": 1667 }
class ____: def test_repr(self, db_request): ip_address = db_request.ip_address assert isinstance(repr(ip_address), str) assert repr(ip_address) == REMOTE_ADDR def test_invalid_transformed(self, db_request): ip_address = DBIpAddressFactory(ip_address="wutang") assert rep...
TestIpAddress
python
walkccc__LeetCode
solutions/2151. Maximum Good People Based on Statements/2151.py
{ "start": 0, "end": 838 }
class ____: def maximumGood(self, statements: list[list[int]]) -> int: n = len(statements) ans = 0 def isValid(good: list[int]) -> bool: for i, g in enumerate(good): if not g: # The i-th person is bad, so no need to check. continue for j in range(n): if statemen...
Solution
python
django-extensions__django-extensions
django_extensions/management/commands/update_permissions.py
{ "start": 411, "end": 2953 }
class ____(BaseCommand): help = ( "reloads permissions for specified apps, or all apps if no args are specified" ) def add_arguments(self, parser): super().add_arguments(parser) parser.add_argument( "--apps", dest="apps", help="Reload permissions ...
Command
python
pennersr__django-allauth
allauth/socialaccount/providers/openstreetmap/provider.py
{ "start": 239, "end": 841 }
class ____(ProviderAccount): def get_profile_url(self): return ( "https://www.openstreetmap.org/user/" + self.account.extra_data["display_name"] ) def get_avatar_url(self): ret = None if img := self.account.extra_data.get("img"): ret = img.get...
OpenStreetMapAccount
python
sqlalchemy__sqlalchemy
test/orm/test_core_compilation.py
{ "start": 44762, "end": 61744 }
class ____(QueryTest, AssertsCompiledSQL): __dialect__ = "default" run_setup_mappers = None @testing.fixture def query_expression_fixture(self): users, User = ( self.tables.users, self.classes.User, ) addresses, Address = (self.tables.addresses, self.cla...
ExtraColsTest
python
doocs__leetcode
solution/0100-0199/0149.Max Points on a Line/Solution2.py
{ "start": 0, "end": 549 }
class ____: def maxPoints(self, points: List[List[int]]) -> int: def gcd(a, b): return a if b == 0 else gcd(b, a % b) n = len(points) ans = 1 for i in range(n): x1, y1 = points[i] cnt = Counter() for j in range(i + 1, n): ...
Solution
python
jazzband__django-oauth-toolkit
tests/test_scopes.py
{ "start": 2397, "end": 4786 }
class ____(BaseTest): def test_scopes_saved_in_grant(self): """ Test scopes are properly saved in grant """ self.oauth2_settings.PKCE_REQUIRED = False self.client.login(username="test_user", password="123456") # retrieve a valid authorization code authcode_da...
TestScopesSave
python
scipy__scipy
scipy/special/tests/test_basic.py
{ "start": 142455, "end": 165832 }
class ____: def test_itj0y0(self): it0 = array(special.itj0y0(.2)) assert_allclose(it0, array([0.19933433254006822, -0.34570883800412566]), atol=1.5e-8, rtol=0) def test_it2j0y0(self): it2 = array(special.it2j0y0(.2)) assert_allclose(it2, array([0.0049937...
TestBessel
python
joerick__pyinstrument
pyinstrument/renderers/jsonrenderer.py
{ "start": 553, "end": 3336 }
class ____(FrameRenderer): """ Outputs a tree of JSON, containing processed frames. """ output_file_extension = "json" def __init__(self, **kwargs: Any): super().__init__(**kwargs) def render_frame(self, frame: Frame | None): if frame is None: return "null" ...
JSONRenderer
python
pytest-dev__pytest
testing/test_pytester.py
{ "start": 11957, "end": 28047 }
class ____: other_path = {"path": "meta_path", "meta_path": "path"} @staticmethod def path(n: int) -> str: return "my-dirty-little-secret-" + str(n) def test_restore(self, monkeypatch: MonkeyPatch, path_type) -> None: other_path_type = self.other_path[path_type] for i in range(...
TestSysPathsSnapshot
python
getsentry__sentry
src/sentry/api/endpoints/project_artifact_bundle_files.py
{ "start": 813, "end": 1175 }
class ____: def __init__(self, file_path: str, info: dict[str, str]): self.file_path = file_path self.info = info def __eq__(self, other): return self.file_path == other.file_path def __hash__(self): return hash(self.file_path) def __lt__(self, other): return s...
ArtifactFile
python
euske__pdfminer
pdfminer/layout.py
{ "start": 8473, "end": 9015 }
class ____(LTTextContainer): def __init__(self, word_margin): LTTextContainer.__init__(self) self.word_margin = word_margin return def __repr__(self): return ('<%s %s %r>' % (self.__class__.__name__, bbox2str(self.bbox), self.get_text())) d...
LTTextLine
python
PyCQA__pylint
tests/functional/n/non/non_iterator_returned.py
{ "start": 337, "end": 627 }
class ____: """ __iter__ and next """ def __iter__(self): return self def __next__(self): """ Infinite iterator, but still an iterator """ return 1 def next(self): """Same as __next__, but for Python 2.""" return 1
SecondGoodIterator
python
tensorflow__tensorflow
tensorflow/security/fuzzing/python_fuzzing.py
{ "start": 1434, "end": 7142 }
class ____(object): """FuzzingHelper makes handling FuzzedDataProvider easier with TensorFlow Python fuzzing.""" def __init__(self, input_bytes): """FuzzingHelper initializer. Args: input_bytes: Input randomized bytes used to create a FuzzedDataProvider. """ self.fdp = atheris.FuzzedDataProv...
FuzzingHelper
python
Pylons__pyramid
tests/test_testing.py
{ "start": 22716, "end": 22804 }
class ____: def __init__(self, kw): self.__dict__.update(kw)
DummyRendererInfo
python
google__pytype
pytype/tests/test_annotations.py
{ "start": 36253, "end": 37948 }
class ____(test_base.BaseTest): """Tests for stringified annotations.""" def test_postponed_evaluation(self): self.Check(""" from __future__ import annotations def f() -> int: return 0 """) def test_postponed_evaluation_error(self): self.CheckWithErrors(""" from __future__ ...
TestStringifiedAnnotations
python
sqlalchemy__sqlalchemy
test/orm/test_unitofwork.py
{ "start": 43278, "end": 53385 }
class ____(_fixtures.FixtureTest): run_inserts = None def test_one_to_many_1(self): """Basic save of one to many.""" Address, addresses, users, User = ( self.classes.Address, self.tables.addresses, self.tables.users, self.classes.User, ) ...
OneToManyTest
python
huggingface__transformers
src/transformers/models/bigbird_pegasus/modeling_bigbird_pegasus.py
{ "start": 60613, "end": 64144 }
class ____(GradientCheckpointingLayer): def __init__(self, config: BigBirdPegasusConfig, seed=None): super().__init__() self.attention_type = config.attention_type self.embed_dim = config.d_model self.self_attn = BigBirdPegasusEncoderAttention(config, seed=seed) self.self_att...
BigBirdPegasusEncoderLayer
python
sphinx-doc__sphinx
sphinx/domains/cpp/_ast.py
{ "start": 142256, "end": 145893 }
class ____(ASTBase): def __init__( self, params: list[ASTTemplateParam], requiresClause: ASTRequiresClause | None ) -> None: assert params is not None self.params = params self.requiresClause = requiresClause def __eq__(self, other: object) -> bool: if not isinstance...
ASTTemplateParams
python
wandb__wandb
wandb/vendor/graphql-core-1.1/setup.py
{ "start": 972, "end": 2743 }
class ____(TestCommand): def finalize_options(self): TestCommand.finalize_options(self) self.test_args = ['graphql', '-vrsx'] self.test_suite = True def run_tests(self): #import here, cause outside the eggs aren't loaded import pytest errno = pytest.main(self.tes...
PyTest
python
pennersr__django-allauth
tests/apps/account/test_signup.py
{ "start": 5117, "end": 16769 }
class ____(TestCase): def test_signup_same_email_verified_externally(self): user = self._test_signup_email_verified_externally( "john@example.com", "john@example.com" ) self.assertEqual(EmailAddress.objects.filter(user=user).count(), 1) EmailAddress.objects.get( ...
SignupTests
python
pytorch__pytorch
torch/distributed/tensor/_op_schema.py
{ "start": 21037, "end": 22427 }
class ____: """ OutputSharding is a data class that is used by the sharding propagation, it could set the output_spec upon successful propagation. If needs_redistribute is set to True, a redistribute_schema would be returned together to indicate the input arguments needs to be redistributed before t...
OutputSharding
python
numba__numba
numba/tests/test_ctypes.py
{ "start": 1786, "end": 7431 }
class ____(MemoryLeakMixin, TestCase): def test_c_sin(self): pyfunc = use_c_sin cfunc = njit((types.double,))(pyfunc) x = 3.14 self.assertEqual(pyfunc(x), cfunc(x)) def test_two_funcs(self): # Check that two constant functions don't get mixed up. pyfunc = use_tw...
TestCTypesUseCases
python
ipython__ipython
tests/test_interactiveshell.py
{ "start": 29721, "end": 29951 }
class ____(ast.NodeTransformer): """Throws an error when it sees a number.""" def visit_Constant(self, node): if isinstance(node.value, int): raise ValueError("test") return node
ErrorTransformer
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 37251, "end": 37596 }
class ____(sgqlc.types.Enum): """Properties by which mannequins can be ordered. Enumeration Choices: * `CREATED_AT`: Order mannequins why when they were created. * `LOGIN`: Order mannequins alphabetically by their source login. """ __schema__ = github_schema __choices__ = ("CREATED_AT", "...
MannequinOrderField
python
doocs__leetcode
solution/0500-0599/0598.Range Addition II/Solution.py
{ "start": 0, "end": 183 }
class ____: def maxCount(self, m: int, n: int, ops: List[List[int]]) -> int: for a, b in ops: m = min(m, a) n = min(n, b) return m * n
Solution
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1035200, "end": 1035672 }
class ____(sgqlc.types.Type): """Autogenerated return type of UpdateProjectCard""" __schema__ = github_schema __field_names__ = ("client_mutation_id", "project_card") client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId") """A unique identifier for the client performing the...
UpdateProjectCardPayload
python
pydantic__pydantic
tests/mypy/modules/no_strict_optional.py
{ "start": 152, "end": 335 }
class ____(BaseModel): model_config = ConfigDict( validate_assignment=True, validate_default=True, extra='forbid', frozen=True, )
CustomBaseModel
python
walkccc__LeetCode
solutions/1916. Count Ways to Build Rooms in an Ant Colony/1916.py
{ "start": 0, "end": 505 }
class ____: def waysToBuildRooms(self, prevRoom: list[int]) -> int: MOD = 1_000_000_007 graph = collections.defaultdict(list) for i, prev in enumerate(prevRoom): graph[prev].append(i) def dfs(node: int) -> tuple[int, int]: if not graph[node]: return 1, 1 ans = 1 l = ...
Solution
python
scipy__scipy
scipy/interpolate/_fitpack_repro.py
{ "start": 23127, "end": 31173 }
class ____: """ Fit a smooth periodic B-spline curve to given data points. This class fits a periodic B-spline curve S(t) of degree k through data points (x, y) with knots t. The spline is smooth and repeats itself at the start and end, meaning the function and its derivatives up to order k-1 are e...
Fperiodic
python
scrapy__scrapy
tests/test_engine.py
{ "start": 3070, "end": 3431 }
class ____(MySpider): @classmethod def from_crawler(cls, crawler, *args, **kwargs): spider = cls(*args, **kwargs) spider._set_crawler(crawler) crawler.signals.connect(spider.spider_idle, signals.spider_idle) return spider def spider_idle(self): raise CloseSpider(reas...
ChangeCloseReasonSpider
python
pydata__xarray
xarray/backends/h5netcdf_.py
{ "start": 14857, "end": 22676 }
class ____(BackendEntrypoint): """ Backend for netCDF files based on the h5netcdf package. It can open ".nc", ".nc4", ".cdf" files but will only be selected as the default if the "netcdf4" engine is not available. Additionally it can open valid HDF5 files, see https://h5netcdf.org/#invalid-net...
H5netcdfBackendEntrypoint
python
openai__openai-python
tests/lib/chat/test_completions_streaming.py
{ "start": 34595, "end": 37823 }
class ____(Generic[ResponseFormatT]): def __init__(self, stream: ChatCompletionStream[ResponseFormatT]) -> None: self.stream = stream self.events: list[ChatCompletionStreamEvent[ResponseFormatT]] = [] def __iter__(self) -> Iterator[ChatCompletionStreamEvent[ResponseFormatT]]: for event ...
StreamListener
python
huggingface__transformers
src/transformers/models/seggpt/configuration_seggpt.py
{ "start": 783, "end": 6492 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`SegGptModel`]. It is used to instantiate a SegGPT model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yield a similar configu...
SegGptConfig
python
allegroai__clearml
clearml/backend_api/services/v2_13/projects.py
{ "start": 83983, "end": 86198 }
class ____(Response): """ Response of projects.get_model_tags endpoint. :param tags: The list of unique tag values :type tags: Sequence[str] :param system_tags: The list of unique system tag values. Returned only if 'include_system' is set to 'true' in the request :type system_tags: Seq...
GetModelTagsResponse
python
django-debug-toolbar__django-debug-toolbar
tests/test_utils.py
{ "start": 3916, "end": 6323 }
class ____(unittest.TestCase): """Tests for the sanitize_and_sort_request_vars function.""" def test_dict_sanitization(self): """Test sanitization of a regular dictionary.""" test_dict = { "username": "testuser", "password": "secret123", "api_key": "abc123", ...
SanitizeAndSortRequestVarsTestCase
python
pyca__cryptography
src/cryptography/hazmat/decrepit/ciphers/modes.py
{ "start": 1222, "end": 1649 }
class ____(ModeWithInitializationVector): name = "CFB8" def __init__(self, initialization_vector: utils.Buffer): utils._check_byteslike("initialization_vector", initialization_vector) self._initialization_vector = initialization_vector @property def initialization_vector(self) -> utils...
CFB8
python
huggingface__transformers
src/transformers/models/unispeech/modeling_unispeech.py
{ "start": 16047, "end": 17418 }
class ____(GradientCheckpointingLayer): def __init__(self, config): super().__init__() self.attention = UniSpeechAttention( embed_dim=config.hidden_size, num_heads=config.num_attention_heads, dropout=config.attention_dropout, is_decoder=False, ...
UniSpeechEncoderLayer
python
openai__openai-python
src/openai/types/eval_create_params.py
{ "start": 3733, "end": 3994 }
class ____(TypedDict, total=False): text: Required[str] """The text output from the model.""" type: Required[Literal["output_text"]] """The type of the output text. Always `output_text`."""
TestingCriterionLabelModelInputEvalItemContentOutputText
python
kamyu104__LeetCode-Solutions
Python/count-the-number-of-ideal-arrays.py
{ "start": 2173, "end": 3235 }
class ____(object): def idealArrays(self, n, maxValue): """ :type n: int :type maxValue: int :rtype: int """ MOD = 10**9+7 fact, inv, inv_fact = [[1]*2 for _ in xrange(3)] def nCr(n, k): while len(inv) <= n: # lazy initialization ...
Solution2
python
pydantic__pydantic
tests/mypy/outputs/mypy-default_ini/metaclass_args.py
{ "start": 499, "end": 740 }
class ____(BaseModel, validate_by_name=True): i: int = Field(2, alias='j') MetaclassArgumentsWithDefault(i=None) # MYPY: error: Unexpected keyword argument "i" for "MetaclassArgumentsWithDefault" [call-arg]
MetaclassArgumentsWithDefault
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/orm/context.py
{ "start": 93870, "end": 97253 }
class ____: """represent an entity column returned within a Query result.""" __slots__ = () supports_single_entity: bool _non_hashable_value = False _null_column_type = False use_id_for_hash = False _label_name: Optional[str] type: Union[Type[Any], TypeEngine[Any]] expr: Union[_I...
_QueryEntity
python
sympy__sympy
sympy/codegen/cfunctions.py
{ "start": 7439, "end": 8539 }
class ____(Function): """ Represents the logarithm function with base ten. Examples ======== >>> from sympy.abc import x >>> from sympy.codegen.cfunctions import log10 >>> log10(100).evalf() == 2.0 True >>> log10(x).diff(x) 1/(x*log(10)) See Also ======== log2 ...
log10
python
getsentry__sentry
tests/sentry/middleware/integrations/parsers/test_bitbucket_server.py
{ "start": 704, "end": 2396 }
class ____(TestCase): get_response = MagicMock(return_value=HttpResponse(content=b"no-error", status=200)) factory = RequestFactory() region = Region("us", 1, "https://us.testserver", RegionCategory.MULTI_TENANT) region_config = (region,) @override_regions(region_config) @override_settings(SILO...
BitbucketServerRequestParserTest
python
pytorch__pytorch
test/test_sympy_utils.py
{ "start": 6188, "end": 13252 }
class ____(TestCase): @parametrize("fn", UNARY_OPS) @parametrize("dtype", ("int", "float")) def test_unary_ref(self, fn, dtype): dtype = {"int": sympy.Integer, "float": sympy.Float}[dtype] for v in CONSTANTS: if not valid_unary(fn, v): continue with se...
TestValueRanges
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/flake8_type_checking/runtime_evaluated_decorators_1.py
{ "start": 540, "end": 570 }
class ____: x: numpy.ndarray
F
python
getsentry__sentry
src/sentry/users/api/endpoints/user_emails_confirm.py
{ "start": 635, "end": 858 }
class ____(Response): def __init__(self) -> None: super().__init__( {"detail": "Invalid email", "email": "Invalid email"}, status=status.HTTP_400_BAD_REQUEST, )
InvalidEmailResponse
python
astropy__astropy
astropy/cosmology/_src/traits/rhocrit.py
{ "start": 274, "end": 1130 }
class ____: """The object has attributes and methods for the critical density.""" critical_density0: Quantity """Critical density at redshift 0.""" efunc: Callable[[Any], NDArray[Any]] def critical_density(self, z: Quantity | ArrayLike, /) -> Quantity: """Critical density in grams per cub...
CriticalDensity
python
numpy__numpy
numpy/linalg/tests/test_linalg.py
{ "start": 19185, "end": 20312 }
class ____(EigvalsCases): @pytest.mark.parametrize('dtype', [single, double, csingle, cdouble]) def test_types(self, dtype): x = np.array([[1, 0.5], [0.5, 1]], dtype=dtype) assert_equal(linalg.eigvals(x).dtype, dtype) x = np.array([[1, 0.5], [-1, 1]], dtype=dtype) assert_equal(li...
TestEigvals
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/cloud_sql.py
{ "start": 46939, "end": 53282 }
class ____(GoogleCloudBaseOperator): """ Perform DML or DDL query on an existing Cloud Sql instance. It optionally uses cloud-sql-proxy to establish secure connection with the database. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`h...
CloudSQLExecuteQueryOperator
python
plotly__plotly.py
plotly/graph_objs/scatter3d/_error_x.py
{ "start": 233, "end": 14881 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "scatter3d" _path_str = "scatter3d.error_x" _valid_props = { "array", "arrayminus", "arrayminussrc", "arraysrc", "color", "copy_zstyle", "symmetric", "thickness", "traceref", ...
ErrorX
python
spyder-ide__spyder
spyder/plugins/debugger/widgets/main_widget.py
{ "start": 2001, "end": 2164 }
class ____: Control = 'control_section' InteractWithConsole = "interact_with_console_section" Extras = "extras_section"
DebuggerWidgetMainToolBarSections
python
python-openxml__python-docx
tests/oxml/unitdata/shared.py
{ "start": 102, "end": 392 }
class ____(BaseBuilder): __nspfxs__ = ("w",) __attrs__ = "w:val" def __init__(self, tag): self.__tag__ = tag super(CT_OnOffBuilder, self).__init__() def with_val(self, value): self._set_xmlattr("w:val", str(value)) return self
CT_OnOffBuilder
python
ipython__ipython
IPython/core/magic_arguments.py
{ "start": 7066, "end": 7531 }
class ____: """ Base class for decorators to add ArgumentParser information to a method. """ def __call__(self, func): if not getattr(func, 'has_arguments', False): func.has_arguments = True func.decorators = [] func.decorators.append(self) return func d...
ArgDecorator
python
astropy__astropy
astropy/coordinates/representation/base.py
{ "start": 4518, "end": 22462 }
class ____(MaskableShapedLikeNDArray): """3D coordinate representations and differentials. Parameters ---------- comp1, comp2, comp3 : `~astropy.units.Quantity` or subclass The components of the 3D point or differential. The names are the keys and the subclasses the values of the ``att...
BaseRepresentationOrDifferential
python
run-llama__llama_index
llama-index-core/llama_index/core/types.py
{ "start": 1041, "end": 3250 }
class ____(DispatcherSpanMixin, ABC): """Output parser class.""" @abstractmethod def parse(self, output: str) -> Any: """Parse, validate, and correct errors programmatically.""" def format(self, query: str) -> str: """Format a query with structured output formatting instructions.""" ...
BaseOutputParser
python
pypa__setuptools
setuptools/_vendor/typing_extensions.py
{ "start": 4660, "end": 53727 }
class ____(typing._SpecialForm, _root=True): def __repr__(self): return 'typing_extensions.' + self._name Final = typing.Final if sys.version_info >= (3, 11): final = typing.final else: # @final exists in 3.8+, but we backport it for all versions # before 3.11 to keep support for the __final_...
_ExtensionsSpecialForm
python
huggingface__transformers
examples/modular-transformers/modeling_test_detr.py
{ "start": 1367, "end": 4226 }
class ____(nn.Module): def forward( self, value: Tensor, value_spatial_shapes: Tensor, value_spatial_shapes_list: list[tuple], level_start_index: Tensor, sampling_locations: Tensor, attention_weights: Tensor, im2col_step: int, ): batch_size...
MultiScaleDeformableAttention
python
ray-project__ray
python/ray/autoscaler/v2/schema.py
{ "start": 675, "end": 846 }
class ____: # Resource name. resource_name: str = "" # Total resource. total: float = 0.0 # Resource used. used: float = 0.0 @dataclass
ResourceUsage
python
pallets__jinja
src/jinja2/runtime.py
{ "start": 33247, "end": 34148 }
class ____(Undefined): """An undefined that barks on print and iteration as well as boolean tests and all kinds of comparisons. In other words: you can do nothing with it except checking if it's defined using the `defined` test. >>> foo = StrictUndefined(name='foo') >>> str(foo) Traceback (mos...
StrictUndefined
python
django__django
django/contrib/gis/forms/fields.py
{ "start": 4393, "end": 4472 }
class ____(GeometryField): geom_type = "MULTILINESTRING"
MultiLineStringField
python
run-llama__llama_index
llama-index-core/llama_index/core/agent/react/output_parser.py
{ "start": 2189, "end": 4566 }
class ____(BaseOutputParser): """ReAct Output parser.""" def parse(self, output: str, is_streaming: bool = False) -> BaseReasoningStep: """ Parse output from ReAct agent. We expect the output to be in one of the following formats: 1. If the agent need to use a tool to answer th...
ReActOutputParser
python
PrefectHQ__prefect
tests/server/orchestration/api/test_artifacts.py
{ "start": 29738, "end": 31835 }
class ____: async def test_update_artifact_succeeds(self, artifact, client): response = await client.post("/artifacts/filter") current_time = now("UTC") assert response.status_code == status.HTTP_200_OK artifact_id = response.json()[0]["id"] artifact_key = response.json()[0][...
TestUpdateArtifact
python
walkccc__LeetCode
solutions/53. Maximum Subarray/53-3.py
{ "start": 271, "end": 1113 }
class ____: def maxSubArray(self, nums: list[int]) -> int: def divideAndConquer(l: int, r: int) -> T: if l == r: return T(nums[l], nums[l], nums[l], nums[l]) m = (l + r) // 2 left = divideAndConquer(l, m) right = divideAndConquer(m + 1, r) maxSubarraySumLeft = max(left.maxSub...
Solution
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/classes1.py
{ "start": 699, "end": 778 }
class ____(E, other_keyword=2): pass args = [1, 2, 3] kwargs = {"foo": 5}
I
python
tensorflow__tensorflow
tensorflow/python/distribute/coordinator/values.py
{ "start": 5286, "end": 5685 }
class ____(RemoteValueImpl): """A RemoteValue that represents a mutable per-worker variable.""" def get(self): """Retrieve value with no caching to ensure we get the up-to-date value.""" self._wait_and_maybe_error() return self._copy_to_local() @tf_export("distribute.experimental.coordinator.PerWorke...
RemoteVariable