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python
joke2k__faker
faker/providers/color/az_AZ/__init__.py
{ "start": 80, "end": 2034 }
class ____(ColorProvider): """Implement color provider for ``az_AZ`` locale.""" all_colors = OrderedDict( ( ("Akuamarin", "#7FFFD4"), ("Azure", "#F0FFFF"), ("Bej", "#F5F5DC"), ("Qara", "#000000"), ("Mavi", "#0000FF"), ("Mavi-bənövş...
Provider
python
altair-viz__altair
altair/vegalite/v6/schema/_config.py
{ "start": 101999, "end": 103011 }
class ____(TypedDict, total=False): """ :class:`altair.GeometryCollection` ``TypedDict`` wrapper. Parameters ---------- geometries type Specifies the type of GeoJSON object. bbox Bounding box of the coordinate range of the object's Geometries, Features, or Feature C...
GeometryCollectionKwds
python
fsspec__filesystem_spec
fsspec/implementations/reference.py
{ "start": 1566, "end": 2076 }
class ____(collections.abc.ValuesView): def __iter__(self): for val in self._mapping.zmetadata.values(): yield json.dumps(val).encode() yield from self._mapping._items.values() for field in self._mapping.listdir(): chunk_sizes = self._mapping._get_chunk_sizes(field) ...
RefsValuesView
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/sql/sqltypes.py
{ "start": 26286, "end": 28621 }
class ____( _RenderISO8601NoT, HasExpressionLookup, TypeEngine[dt.datetime] ): """A type for ``datetime.datetime()`` objects. Date and time types return objects from the Python ``datetime`` module. Most DBAPIs have built in support for the datetime module, with the noted exception of SQLite. In t...
DateTime
python
tox-dev__tox
src/tox/journal/main.py
{ "start": 190, "end": 1404 }
class ____: """The result of a tox session.""" def __init__(self, enabled: bool) -> None: # noqa: FBT001 self._enabled = enabled self._content: dict[str, Any] = {} self._env: dict[str, EnvJournal] = {} if self._enabled: self._content.update( { ...
Journal
python
google__jax
tests/pallas/gpu_paged_attention_test.py
{ "start": 7420, "end": 7577 }
class ____(PagedAttentionKernelTest): INTERPRET = True if __name__ == "__main__": absltest.main(testLoader=jtu.JaxTestLoader())
PagedAttentionInterpretTest
python
Textualize__textual
tests/snapshot_tests/snapshot_apps/tabbed_content_style_leak_test.py
{ "start": 116, "end": 537 }
class ____(App[None]): def compose(self) -> ComposeResult: with TabbedContent(): with TabPane("Leak Test"): yield Label("This label should come first") yield Button("This button should come second") yield Tabs("These", "Tabs", "Should", "Come", "L...
TabbedContentStyleLeakTestApp
python
kamyu104__LeetCode-Solutions
Python/min-stack.py
{ "start": 29, "end": 792 }
class ____(object): def __init__(self): self.min = None self.stack = [] # @param x, an integer # @return an integer def push(self, x): if not self.stack: self.stack.append(0) self.min = x else: self.stack.append(x - self.min) ...
MinStack
python
huggingface__transformers
src/transformers/models/lfm2/modeling_lfm2.py
{ "start": 2263, "end": 2984 }
class ____(nn.Module): def __init__(self, hidden_size, eps=1e-6): """ Lfm2RMSNorm is equivalent to T5LayerNorm """ super().__init__() self.weight = nn.Parameter(torch.ones(hidden_size)) self.variance_epsilon = eps def forward(self, hidden_states): input_d...
Lfm2RMSNorm
python
getsentry__sentry
src/sentry/issues/endpoints/team_groups_old.py
{ "start": 621, "end": 1772 }
class ____(TeamEndpoint): owner = ApiOwner.ISSUES publish_status = { "GET": ApiPublishStatus.PRIVATE, } def get(self, request: Request, team: Team) -> Response: """ Return the oldest issues owned by a team """ limit = min(100, int(request.GET.get("limit", 10))) ...
TeamGroupsOldEndpoint
python
allegroai__clearml
clearml/backend_api/services/v2_20/events.py
{ "start": 88520, "end": 89664 }
class ____(Response): """ Response of events.get_plot_sample endpoint. """ _service = "events" _action = "get_plot_sample" _version = "2.20" _schema = { "$ref": "#/definitions/plot_sample_response", "definitions": { "plot_sample_response": { "pro...
GetPlotSampleResponse
python
PyCQA__pycodestyle
testing/data/python3.py
{ "start": 211, "end": 925 }
class ____: # Camel-caes cls_var: ClassVar[str] for_var: ClassVar[str] while_var: ClassVar[str] def_var: ClassVar[str] if_var: ClassVar[str] elif_var: ClassVar[str] else_var: ClassVar[str] try_var: ClassVar[str] except_var: ClassVar[str] finally_var: ClassVar[str] with_va...
Class
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/links/dataproc.py
{ "start": 4449, "end": 5546 }
class ____(BaseOperatorLink): """ Helper class for constructing list of Dataproc resources link. .. warning:: This link is deprecated. """ name = "Dataproc resources" key = "list_conf" @staticmethod def persist( context: Context, url: str, project_id: st...
DataprocListLink
python
wandb__wandb
wandb/sdk/artifacts/_generated/registry_user_members.py
{ "start": 237, "end": 327 }
class ____(GQLResult): project: Optional[RegistryUserMembersProject]
RegistryUserMembers
python
encode__httpx
httpx/_decoders.py
{ "start": 735, "end": 946 }
class ____: def decode(self, data: bytes) -> bytes: raise NotImplementedError() # pragma: no cover def flush(self) -> bytes: raise NotImplementedError() # pragma: no cover
ContentDecoder
python
facebook__pyre-check
client/commands/subscription.py
{ "start": 969, "end": 1750 }
class ____: kind: str message: Optional[str] = None def _parse_status_update_subscription(response: object) -> StatusUpdate: if not isinstance(response, list) or len(response) == 0: raise incremental.InvalidServerResponse( f"Status update subscription must be a nonempty list. Got {resp...
StatusUpdate
python
astropy__astropy
astropy/utils/exceptions.py
{ "start": 1493, "end": 1642 }
class ____(AstropyWarning): """ A warning class indicating a representation name was already registered. """
DuplicateRepresentationWarning
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/memberAccess14.py
{ "start": 1039, "end": 1174 }
class ____(Generic[T]): def __init__(self, data: T) -> None: ... @cached_slot_property("_prop") def prop(self) -> int: ...
C
python
joke2k__faker
faker/providers/color/th_TH/__init__.py
{ "start": 98, "end": 1234 }
class ____(ColorProvider): """Implement color provider for ``th_TH`` locale. Sources: - https://th.wikipedia.org/wiki/รายชื่อสี """ all_colors = OrderedDict( ( ("สีดำ", "#000000"), ("สีน้ำเงินเขียว", "#0095B6"), ("สีน้ำเงินม่วง", "#8A2BE2"), ...
Provider
python
google__flatbuffers
python/flatbuffers/reflection/EnumVal.py
{ "start": 179, "end": 4894 }
class ____(object): __slots__ = ['_tab'] @classmethod def GetRootAs(cls, buf, offset=0): n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset) x = EnumVal() x.Init(buf, n + offset) return x @classmethod def GetRootAsEnumVal(cls, buf, offset=0): ...
EnumVal
python
huggingface__transformers
src/transformers/models/owlv2/configuration_owlv2.py
{ "start": 10026, "end": 12809 }
class ____(PreTrainedConfig): r""" [`Owlv2Config`] is the configuration class to store the configuration of an [`Owlv2Model`]. It is used to instantiate an OWLv2 model according to the specified arguments, defining the text model and vision model configs. Instantiating a configuration with the defaults ...
Owlv2Config
python
davidhalter__jedi
test/completion/classes.py
{ "start": 8018, "end": 8127 }
class ____(): def foo(self): return 1 # Somehow overwriting the same name caused problems (#1044)
Foo
python
python-openxml__python-docx
src/docx/enum/section.py
{ "start": 108, "end": 888 }
class ____(BaseXmlEnum): """Alias: **WD_HEADER_FOOTER** Specifies one of the three possible header/footer definitions for a section. For internal use only; not part of the python-docx API. MS API name: `WdHeaderFooterIndex` URL: https://docs.microsoft.com/en-us/office/vba/api/word.wdheaderfooteri...
WD_HEADER_FOOTER_INDEX
python
pytorch__pytorch
torch/package/find_file_dependencies.py
{ "start": 107, "end": 3979 }
class ____(ast.NodeVisitor): """ Extract the list of global variables a block of code will read and write """ @classmethod def run(cls, src: str, package: str) -> list[tuple[str, Optional[str]]]: visitor = cls(package) tree = ast.parse(src) visitor.visit(tree) return...
_ExtractModuleReferences
python
doocs__leetcode
solution/2600-2699/2604.Minimum Time to Eat All Grains/Solution.py
{ "start": 0, "end": 882 }
class ____: def minimumTime(self, hens: List[int], grains: List[int]) -> int: def check(t): j = 0 for x in hens: if j == m: return True y = grains[j] if y <= x: d = x - y if d ...
Solution
python
sqlalchemy__sqlalchemy
test/dialect/mysql/test_compiler.py
{ "start": 22927, "end": 27992 }
class ____( fixtures.TestBase, AssertsCompiledSQL, fixtures.CacheKeySuite ): __dialect__ = "mysql" @fixtures.CacheKeySuite.run_suite_tests def test_insert_on_duplicate_key_cache_key(self): table = Table( "foos", MetaData(), Column("id", Integer, primary_key=T...
CustomExtensionTest
python
great-expectations__great_expectations
great_expectations/datasource/fluent/databricks_sql_datasource.py
{ "start": 2149, "end": 2377 }
class ____(pydantic.UrlError): """ Custom Pydantic error for missing catalog in DatabricksDsn query. """ code = "url.query.catalog" msg_template = "'catalog' query param is invalid or missing"
_UrlCatalogError
python
python-pillow__Pillow
src/PIL/ImageDraw.py
{ "start": 1847, "end": 36274 }
class ____: font: ( ImageFont.ImageFont | ImageFont.FreeTypeFont | ImageFont.TransposedFont | None ) = None def __init__(self, im: Image.Image, mode: str | None = None) -> None: """ Create a drawing instance. :param im: The image to draw in. :param mode: Optional mo...
ImageDraw
python
conda__conda
conda/core/package_cache_data.py
{ "start": 23293, "end": 39985 }
class ____: @staticmethod def make_actions_for_record(pref_or_spec): if pref_or_spec is None: raise TypeError("`pref_or_spec` cannot be None.") # returns a cache_action and extract_action # if the pref or spec has an md5 value # look in all caches for package cache r...
ProgressiveFetchExtract
python
conda__conda
conda/auxlib/entity.py
{ "start": 31357, "end": 31828 }
class ____(Entity): def __setattr__(self, attribute, value): if self._initd: raise AttributeError( f"Assignment not allowed. {self.__class__.__name__} is immutable." ) super().__setattr__(attribute, value) def __delattr__(self, item): if self._in...
ImmutableEntity
python
huggingface__transformers
examples/pytorch/image-pretraining/run_mim.py
{ "start": 4331, "end": 7384 }
class ____: """ Arguments pertaining to which model/config/image processor we are going to pre-train. """ model_name_or_path: str = field( default=None, metadata={ "help": ( "The model checkpoint for weights initialization. Can be a local path to a pytorch_mo...
ModelArguments
python
astropy__astropy
astropy/time/tests/test_corrs.py
{ "start": 324, "end": 3040 }
class ____: """ Verify time offsets to the solar system barycentre and the heliocentre. Uses the WHT observing site. Tests are against values returned at time of initial creation of these routines. They agree to an independent SLALIB based implementation to 20 microseconds. """ @class...
TestHelioBaryCentric
python
pytorch__pytorch
torch/distributed/checkpoint/filesystem.py
{ "start": 15562, "end": 16521 }
class ____(ABC): @contextmanager @abstractmethod def create_stream( self, path: Union[str, os.PathLike], mode: str ) -> Generator[io.IOBase, None, None]: ... @abstractmethod def concat_path( self, path: Union[str, os.PathLike], suffix: str ) -> Union[str, os.PathLike]: ... ...
FileSystemBase
python
sqlalchemy__sqlalchemy
test/dialect/mssql/test_types.py
{ "start": 47392, "end": 47787 }
class ____(types.TypeDecorator): impl = PickleType cache_ok = True def process_bind_param(self, value, dialect): if value: value = pickleable.Foo(value.moredata, stuff="BIND" + value.stuff) return value def process_result_value(self, value, dialect): if value: ...
MyPickleType
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/enum1.py
{ "start": 6919, "end": 7105 }
class ____(IntEnum): def __new__(cls, val: int, doc: str) -> Self: obj = int.__new__(cls, val) obj._value_ = val obj.__doc__ = doc return obj
TestEnum17
python
pypa__setuptools
setuptools/_distutils/command/bdist.py
{ "start": 1299, "end": 5854 }
class ____(Command): description = "create a built (binary) distribution" user_options = [ ('bdist-base=', 'b', "temporary directory for creating built distributions"), ( 'plat-name=', 'p', "platform name to embed in generated filenames " f"[defau...
bdist
python
walkccc__LeetCode
solutions/3206. Alternating Groups I/3206.py
{ "start": 0, "end": 229 }
class ____: def numberOfAlternatingGroups(self, colors: list[int]) -> int: n = len(colors) return sum(colors[i] != colors[i - 1] and colors[i] != colors[(i + 1) % n] for i in range(n))
Solution
python
getsentry__sentry
src/sentry/integrations/slack/utils/auth.py
{ "start": 588, "end": 1067 }
class ____(TypedDict): HTTP_X_SLACK_REQUEST_TIMESTAMP: str HTTP_X_SLACK_SIGNATURE: str def set_signing_secret(secret: str, data: bytes) -> SigningSecretKwargs: """Note: this is currently only used in tests.""" timestamp = str(int(time.mktime(datetime.utcnow().timetuple()))) signature = _encode_dat...
SigningSecretKwargs
python
mwaskom__seaborn
tests/test_statistics.py
{ "start": 19664, "end": 21315 }
class ____: @pytest.fixture def x(self, rng): return pd.Series(rng.standard_t(10, 10_000)) def test_levels(self, x): res = LetterValues(k_depth="tukey", outlier_prop=0, trust_alpha=0)(x) k = res["k"] expected = np.concatenate([np.arange(k), np.arange(k - 1)[::-1]]) ...
TestLetterValues
python
nedbat__coveragepy
tests/test_execfile.py
{ "start": 9365, "end": 11323 }
class ____(UsingModulesMixin, CoverageTest): """Test run_python_module.""" run_in_temp_dir = False def test_runmod1(self) -> None: run_python_module(["runmod1", "hello"]) out, err = self.stdouterr() assert out == "runmod1: passed hello\n" assert err == "" def test_runm...
RunModuleTest
python
airbytehq__airbyte
airbyte-integrations/connectors/destination-milvus/destination_milvus/config.py
{ "start": 296, "end": 864 }
class ____(BaseModel): mode: Literal["username_password"] = Field("username_password", const=True) username: str = Field(..., title="Username", description="Username for the Milvus instance", order=1) password: str = Field(..., title="Password", description="Password for the Milvus instance", airbyte_secret...
UsernamePasswordAuth
python
openai__openai-python
src/openai/resources/beta/realtime/realtime.py
{ "start": 21968, "end": 22110 }
class ____: def __init__(self, connection: RealtimeConnection) -> None: self._connection = connection
BaseRealtimeConnectionResource
python
scipy__scipy
scipy/stats/tests/test_morestats.py
{ "start": 145354, "end": 148842 }
class ____: def test_input_validation(self, xp): message = "`ps` must include only numbers between 0 and 1" with pytest.raises(ValueError, match=message): stats.false_discovery_control(xp.asarray([-1, 0.5, 0.7])) with pytest.raises(ValueError, match=message): stats.fa...
TestFDRControl
python
google__jax
tests/random_lax_test.py
{ "start": 58964, "end": 63146 }
class ____(CommonRandomTest): def make_key(self, seed): return random.PRNGKey(seed, impl='rbg') def test_split_shape(self): key = self.make_key(73) keys = random.split(key, 10) self.assertEqual(keys.shape, (10, *key.shape)) @jax.debug_key_reuse(False) def test_vmap_fold_in_shape(self): # b...
RBGPRNGTest
python
PyCQA__pylint
tests/functional/a/assigning/assigning_non_slot.py
{ "start": 338, "end": 370 }
class ____: """ empty """
Empty
python
pytorch__pytorch
torch/cuda/__init__.py
{ "start": 57644, "end": 57866 }
class ____(_CudaLegacyStorage): @classproperty def dtype(self): _warn_typed_storage_removal() return self._dtype @classproperty def _dtype(self): return torch.bfloat16
BFloat16Storage
python
getsentry__sentry
src/sentry/cache/redis.py
{ "start": 2034, "end": 2326 }
class ____(CommonRedisCache): def __init__(self, cluster_id: str, **options: object) -> None: client = redis_clusters.get(cluster_id) raw_client = redis_clusters.get_binary(cluster_id) super().__init__(client=client, raw_client=raw_client, **options)
RedisClusterCache
python
google__pytype
pytype/tests/test_unions.py
{ "start": 103, "end": 2318 }
class ____(test_base.BaseTest): """Tests for union types.""" def test_if_else(self): ty = self.Infer(""" def id(x): return x def f(b, x, y): return id(1 if b else 1.0) """) self.assertTypesMatchPytd( ty, """ from typing import Any, TypeVar, Union ...
UnionTest
python
astropy__astropy
astropy/cosmology/_src/funcs/optimize.py
{ "start": 778, "end": 1181 }
class ____(Protocol): """Protocol for custom :mod:`scipy.optimize.minimize_scalar` methods. See :mod:`scipy.optimize.minimize_scalar` for details. """ def __call__( self, fun: Callable[..., Any], args: tuple[Any, ...], **kwargs: Any ) -> "scipy.optimize.OptimizeResult": ... _BracketSingl...
_CustomSolverCallable
python
PrefectHQ__prefect
tests/test_flows.py
{ "start": 61381, "end": 64721 }
class ____: async def test_user_logs_are_sent_to_orion(self, prefect_client): @flow def my_flow(): logger = get_run_logger() logger.info("Hello world!") my_flow() await _wait_for_logs(prefect_client, expected_num_logs=3) logs = await prefect_client.r...
TestFlowRunLogs
python
neetcode-gh__leetcode
python/1011-capacity-to-ship-packages-within-d-days.py
{ "start": 0, "end": 626 }
class ____: def shipWithinDays(self, weights: List[int], days: int) -> int: l, r = max(weights), sum(weights) min_cap = r def canShip(cap): ships, curCap = 1, cap for w in weights: if curCap - w < 0: ships += 1 ...
Solution
python
weaviate__weaviate-python-client
weaviate/collections/classes/grpc.py
{ "start": 5001, "end": 5175 }
class ____(_WeaviateInput): """Define how the query's group-by operation should be performed.""" prop: str objects_per_group: int number_of_groups: int
GroupBy
python
scipy__scipy
scipy/linalg/tests/test_matfuncs.py
{ "start": 3106, "end": 10458 }
class ____: @pytest.mark.filterwarnings("ignore:.*inaccurate.*:RuntimeWarning") def test_nils(self): a = array([[-2., 25., 0., 0., 0., 0., 0.], [0., -3., 10., 3., 3., 3., 0.], [0., 0., 2., 15., 3., 3., 0.], [0., 0., 0., 0., 15., 3., 0.], ...
TestLogM
python
PyCQA__pylint
tests/functional/u/undefined/undefined_variable_py312.py
{ "start": 187, "end": 280 }
class ____[T, *Ts, **P]: def __init__(self, value: T): self.value = value
SomeClass
python
astral-sh__uv
crates/uv-virtualenv/src/_virtualenv.py
{ "start": 1575, "end": 4342 }
class ____: """A meta path finder that allows patching the imported distutils modules.""" fullname = None # lock[0] is threading.Lock(), but initialized lazily to avoid importing threading very early at startup, # because there are gevent-based applications that need to be first to import threading by...
_Finder
python
scrapy__scrapy
tests/test_command_genspider.py
{ "start": 6880, "end": 8771 }
class ____: def test_generate_standalone_spider(self, tmp_path: Path) -> None: call("genspider", "example", "example.com", cwd=tmp_path) assert Path(tmp_path, "example.py").exists() @pytest.mark.parametrize("force", [True, False]) def test_same_name_as_existing_file(self, force: bool, tmp_p...
TestGenspiderStandaloneCommand
python
openai__openai-python
src/openai/resources/containers/containers.py
{ "start": 17904, "end": 18551 }
class ____: def __init__(self, containers: Containers) -> None: self._containers = containers self.create = to_streamed_response_wrapper( containers.create, ) self.retrieve = to_streamed_response_wrapper( containers.retrieve, ) self.list = to_...
ContainersWithStreamingResponse
python
scipy__scipy
scipy/sparse/linalg/tests/test_matfuncs.py
{ "start": 21072, "end": 22021 }
class ____: def test_product_operator(self): random.seed(1234) n = 5 k = 2 nsamples = 10 for i in range(nsamples): A = np.random.randn(n, n) B = np.random.randn(n, n) C = np.random.randn(n, n) D = np.random.randn(n, k) ...
TestOperators
python
run-llama__llama_index
llama-index-core/llama_index/core/indices/struct_store/pandas.py
{ "start": 153, "end": 711 }
class ____: def __init__( self, *args: Any, **kwargs: Any, ) -> None: raise DeprecationWarning( "PandasQueryEngine has been moved to `llama-index-experimental`.\n" "`pip install llama-index-experimental`\n" "`from llama_index.experimental.query...
PandasIndex
python
Lightning-AI__lightning
tests/tests_pytorch/models/test_hparams.py
{ "start": 18140, "end": 18989 }
class ____(BoringModel): """This model has the save_hyperparameters() call at the end.""" def __init__(self, arg1, arg2, *args, **kwargs): super().__init__(*args, **kwargs) self.argument1 = arg1 # arg2 intentionally not set arg1 = "overwritten" local_var = 1234 # noqa: F841 ...
LocalVariableModelSuperFirst
python
doocs__leetcode
solution/3000-3099/3065.Minimum Operations to Exceed Threshold Value I/Solution.py
{ "start": 0, "end": 117 }
class ____: def minOperations(self, nums: List[int], k: int) -> int: return sum(x < k for x in nums)
Solution
python
jmcnamara__XlsxWriter
xlsxwriter/test/workbook/test_write_calc_pr.py
{ "start": 299, "end": 2013 }
class ____(unittest.TestCase): """ Test the Workbook _write_calc_pr() method. """ def setUp(self): self.fh = StringIO() self.workbook = Workbook() self.workbook._set_filehandle(self.fh) def test_write_calc_pr(self): """Test the _write_calc_pr() method.""" ...
TestWriteCalcPr
python
redis__redis-py
tests/test_cache.py
{ "start": 27932, "end": 32417 }
class ____: @pytest.mark.parametrize( "r", [ { "cache": DefaultCache(CacheConfig(max_size=128)), "ssl": True, }, { "cache": DefaultCache(CacheConfig(max_size=128)), "ssl": True, "decod...
TestSSLCache
python
django__django
tests/admin_scripts/tests.py
{ "start": 58980, "end": 67392 }
class ____(SimpleTestCase): def setUp(self): def monkey_run(*args, **options): return self.output = StringIO() self.cmd = RunserverCommand(stdout=self.output) self.cmd.run = monkey_run def assertServerSettings(self, addr, port, ipv6=False, raw_ipv6=False): s...
ManageRunserver
python
ray-project__ray
python/ray/data/aggregate.py
{ "start": 5075, "end": 11229 }
class ____(AggregateFn, abc.ABC, Generic[AccumulatorType, AggOutputType]): """Provides an interface to implement efficient aggregations to be applied to the dataset. `AggregateFnV2` instances are passed to a Dataset's ``.aggregate(...)`` method to perform distributed aggregations. To create a custom ag...
AggregateFnV2
python
mlflow__mlflow
dev/clint/src/clint/rules/mock_patch_dict_environ.py
{ "start": 84, "end": 1482 }
class ____(Rule): def _message(self) -> str: return ( "Do not use `mock.patch.dict` to modify `os.environ` in tests; " "use pytest's monkeypatch fixture (monkeypatch.setenv / monkeypatch.delenv) instead." ) @staticmethod def check(node: ast.Call, resolver: Resolver) ...
MockPatchDictEnviron
python
keras-team__keras
keras/src/optimizers/schedules/learning_rate_schedule.py
{ "start": 11071, "end": 16794 }
class ____(LearningRateSchedule): """A `LearningRateSchedule` that uses a polynomial decay schedule. It is commonly observed that a monotonically decreasing learning rate, whose degree of change is carefully chosen, results in a better performing model. This schedule applies a polynomial decay function...
PolynomialDecay
python
encode__django-rest-framework
rest_framework/validators.py
{ "start": 12604, "end": 13074 }
class ____(BaseUniqueForValidator): message = _('This field must be unique for the "{date_field}" month.') def filter_queryset(self, attrs, queryset, field_name, date_field_name): value = attrs[self.field] date = attrs[self.date_field] filter_kwargs = {} filter_kwargs[field_nam...
UniqueForMonthValidator
python
Netflix__metaflow
metaflow/plugins/aws/secrets_manager/aws_secrets_manager_secrets_provider.py
{ "start": 594, "end": 753 }
class ____(MetaflowException): """Raised when the SecretString response from AWS Secrets Manager is not valid JSON"""
MetaflowAWSSecretsManagerJSONParseError
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/protocol24.py
{ "start": 1097, "end": 1146 }
class ____: attr1: ClassVar[int] = 1
ConcreteG1
python
pytorch__pytorch
test/onnx/model_defs/word_language_model.py
{ "start": 199, "end": 3269 }
class ____(nn.Module): """Container module with an encoder, a recurrent module, and a decoder.""" def __init__( self, rnn_type, ntoken, ninp, nhid, nlayers, dropout=0.5, tie_weights=False, batchsize=2, ): super().__init__() ...
RNNModel
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/logs/events.py
{ "start": 5234, "end": 5496 }
class ____(graphene.ObjectType): secondsToWait = graphene.Field(graphene.Int) class Meta: interfaces = (GrapheneMessageEvent, GrapheneStepEvent, GrapheneErrorEvent) name = "ExecutionStepUpForRetryEvent"
GrapheneExecutionStepUpForRetryEvent
python
pytorch__pytorch
test/distributed/pipelining/model_registry.py
{ "start": 7858, "end": 10311 }
class ____(torch.nn.Module): def __init__(self, d_hid: int): super().__init__() self.fc1_weight = torch.nn.Parameter(torch.randn(d_hid, d_hid)) self.fc1_bias = torch.nn.Parameter(torch.randn(d_hid)) self.fc2_weight = torch.nn.Parameter(torch.randn(d_hid, d_hid)) self.fc2_bias...
MLPModuleWithDw
python
numba__numba
numba/tests/test_dictobject.py
{ "start": 58313, "end": 71361 }
class ____(MemoryLeakMixin, TestCase): """ Tests for dictionaries with string keys that can map to anything!""" def test_basic_const_lowering_boxing(self): @njit def foo(): ld = {'a': 1, 'b': 2j, 'c': 'd'} return (ld['a'], ld['b'], ld['c']) self.assertEqual(foo(...
TestLiteralStrKeyDict
python
walkccc__LeetCode
solutions/2047. Number of Valid Words in a Sentence/2047-2.py
{ "start": 0, "end": 230 }
class ____: def countValidWords(self, sentence: str) -> int: pattern = re.compile(r'^[a-z]*([a-z]-[a-z])?[a-z]*[!,.]?$') return sum(pattern.search(token) != None for token in sentence.strip().split())
Solution
python
ray-project__ray
doc/source/tune/doc_code/pytorch_optuna.py
{ "start": 1933, "end": 3388 }
class ____(nn.Module): def __init__(self): super(ConvNet, self).__init__() self.conv1 = nn.Conv2d(1, 3, kernel_size=3) self.fc = nn.Linear(192, 10) def forward(self, x): x = F.relu(F.max_pool2d(self.conv1(x), 3)) x = x.view(-1, 192) x = self.fc(x) return ...
ConvNet
python
numba__numba
numba/cpython/hashing.py
{ "start": 13720, "end": 13826 }
class ____(Structure): _fields_ = [ ('prefix', c_size_t), ('suffix', c_size_t) ]
FNV
python
dask__distributed
distributed/http/health.py
{ "start": 62, "end": 273 }
class ____(web.RequestHandler): def get(self): self.write("ok") self.set_header("Content-Type", "text/plain; charset=utf-8") routes: list[tuple] = [("/health", HealthHandler, {})]
HealthHandler
python
pytorch__pytorch
torch/cuda/graphs.py
{ "start": 1822, "end": 7897 }
class ____(torch._C._CUDAGraph): r"""Wrapper around a CUDA graph. Arguments: keep_graph (bool, optional): If ``keep_graph=False``, the cudaGraphExec_t will be instantiated on GPU at the end of ``capture_end`` and the underlying cudaGraph_t will be destroyed. Users wh...
CUDAGraph
python
huggingface__transformers
src/transformers/models/align/modeling_align.py
{ "start": 31762, "end": 33187 }
class ____(PreTrainedModel): config: AlignConfig base_model_prefix = "align" input_modalities = ("image", "text") supports_gradient_checkpointing = True @torch.no_grad() def _init_weights(self, module: nn.Module): """Initialize the weights""" std = self.config.initializer_range ...
AlignPreTrainedModel
python
google__jax
jax/_src/numpy/index_tricks.py
{ "start": 8735, "end": 10034 }
class ____(_AxisConcat): """Concatenate slices, scalars and array-like objects along the last axis. LAX-backend implementation of :obj:`numpy.c_`. See Also: ``jnp.r_``: Concatenates slices, scalars and array-like objects along the first axis. Examples: >>> a = jnp.arange(6).reshape((2,3)) >>> jn...
CClass
python
spack__spack
lib/spack/spack/binary_distribution.py
{ "start": 102924, "end": 104843 }
class ____(IndexFetcher): """Fetcher for buildcache index, cache invalidation via manifest contents""" def __init__(self, url_and_version: MirrorURLAndVersion, local_hash, urlopen=web_util.urlopen): self.url = url_and_version.url self.layout_version = url_and_version.version self.local_...
DefaultIndexFetcher
python
pennersr__django-allauth
allauth/socialaccount/providers/apple/views.py
{ "start": 718, "end": 5319 }
class ____(OAuth2Adapter): client_class = AppleOAuth2Client provider_id = "apple" access_token_url = "https://appleid.apple.com/auth/token" # nosec authorize_url = "https://appleid.apple.com/auth/authorize" public_key_url = "https://appleid.apple.com/auth/keys" @classmethod def get_verifie...
AppleOAuth2Adapter
python
getsentry__sentry
src/sentry/preprod/models.py
{ "start": 13076, "end": 17415 }
class ____(DefaultFieldsModel): """ Metrics about the size analysis of a pre-production artifact. Each PreprodArtifact can have 0 or many size metrics. """ class MetricsArtifactType(IntEnum): MAIN_ARTIFACT = 0 """The main artifact.""" WATCH_ARTIFACT = 1 """An embedde...
PreprodArtifactSizeMetrics
python
numba__numba
numba/core/typing/npdatetime.py
{ "start": 7101, "end": 7607 }
class ____(AbstractTemplate): key = operator.sub def generic(self, args, kws): if len(args) == 1: # Guard against unary - return left, right = args if isinstance(left, types.NPDatetime) and isinstance(right, ...
DatetimeMinusDatetime
python
getsentry__sentry
src/bitfield/types.py
{ "start": 46, "end": 2657 }
class ____: def __init__(self, number, is_set=True): self.number = number self.is_set = bool(is_set) self.mask = 2 ** int(number) self.children = [] if not self.is_set: self.mask = ~self.mask def __repr__(self) -> str: return "<%s: number=%d, is_set=%...
Bit
python
pennersr__django-allauth
allauth/socialaccount/providers/dummy/provider.py
{ "start": 431, "end": 2798 }
class ____(Provider): id = "dummy" name = "Dummy" account_class = DummyAccount uses_apps = False supports_redirect = True supports_token_authentication = True def get_login_url(self, request, **kwargs): url = reverse("dummy_login") if kwargs: url = url + "?" + ur...
DummyProvider
python
django__django
tests/admin_widgets/models.py
{ "start": 2166, "end": 2615 }
class ____(models.Model): barcode = models.PositiveIntegerField(unique=True) parent = models.ForeignKey( "self", models.SET_NULL, to_field="barcode", blank=True, null=True ) name = models.CharField(blank=False, max_length=20) hidden = models.BooleanField(default=False) # see #9258 d...
Inventory
python
pypa__warehouse
tests/unit/email/test_init.py
{ "start": 129322, "end": 133306 }
class ____: def test_collaborator_removed_email(self, db_request, pyramid_config, monkeypatch): removed_user = UserFactory.create() EmailFactory.create(primary=True, verified=True, public=True, user=removed_user) submitter_user = UserFactory.create() EmailFactory.create( ...
TestCollaboratorRemovedEmail
python
matplotlib__matplotlib
lib/matplotlib/tests/test_ticker.py
{ "start": 48912, "end": 55161 }
class ____: @staticmethod def logit_deformatter(string): r""" Parser to convert string as r'$\mathdefault{1.41\cdot10^{-4}}$' in float 1.41e-4, as '0.5' or as r'$\mathdefault{\frac{1}{2}}$' in float 0.5, """ match = re.match( r"[^\d]*" r"(?...
TestLogitFormatter
python
qdrant__qdrant-client
qdrant_client/http/models/models.py
{ "start": 11593, "end": 12253 }
class ____(BaseModel): params: "CollectionParams" = Field(..., description="") hnsw_config: "HnswConfig" = Field(..., description="") optimizer_config: "OptimizersConfig" = Field(..., description="") wal_config: "WalConfig" = Field(..., description="") quantization_config: Optional["QuantizationConf...
CollectionConfigTelemetry
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typedDictClosed3.py
{ "start": 794, "end": 891 }
class ____(TypedDict, extra_items=Never): a: int # This should generate an error.
ParentClosed2
python
huggingface__transformers
src/transformers/models/whisper/modeling_whisper.py
{ "start": 22861, "end": 23996 }
class ____(PreTrainedModel): config: WhisperConfig base_model_prefix = "model" main_input_name = "input_features" input_modalities = ("audio", "text") supports_gradient_checkpointing = True _no_split_modules = ["WhisperEncoderLayer", "WhisperDecoderLayer"] _supports_flash_attn = True _su...
WhisperPreTrainedModel
python
readthedocs__readthedocs.org
readthedocs/proxito/views/hosting.py
{ "start": 10235, "end": 28254 }
class ____: def get( self, addons_version, project, request, version=None, build=None, filename=None, url=None, ): """ Unique entry point to get the proper API response. It will evaluate the ``addons_version`` passed and de...
AddonsResponseBase
python
doocs__leetcode
solution/0100-0199/0140.Word Break II/Solution.py
{ "start": 0, "end": 607 }
class ____: def __init__(self): self.children = [None] * 26 self.is_end = False def insert(self, word): node = self for c in word: idx = ord(c) - ord('a') if node.children[idx] is None: node.children[idx] = Trie() node = node.c...
Trie
python
arrow-py__arrow
tests/test_arrow.py
{ "start": 105153, "end": 108663 }
class ____: def test_start_before_end(self): target = arrow.Arrow.fromdatetime(datetime(2013, 5, 7)) start = arrow.Arrow.fromdatetime(datetime(2013, 5, 8)) end = arrow.Arrow.fromdatetime(datetime(2013, 5, 5)) assert not target.is_between(start, end) def test_exclusive_exclusive_...
TestArrowIsBetween
python
huggingface__transformers
src/transformers/models/instructblip/modeling_instructblip.py
{ "start": 14790, "end": 16569 }
class ____(InstructBlipPreTrainedModel): main_input_name = "pixel_values" input_modalities = ("image",) config: InstructBlipVisionConfig _can_record_outputs = { "hidden_states": InstructBlipEncoderLayer, "attentions": InstructBlipAttention, } def __init__(self, config: InstructB...
InstructBlipVisionModel
python
scrapy__scrapy
tests/test_downloadermiddleware_downloadtimeout.py
{ "start": 193, "end": 1597 }
class ____: def get_request_spider_mw(self, settings=None): crawler = get_crawler(Spider, settings) spider = crawler._create_spider("foo") request = Request("http://scrapytest.org/") return request, spider, DownloadTimeoutMiddleware.from_crawler(crawler) def test_default_downloa...
TestDownloadTimeoutMiddleware
python
boto__boto3
boto3/dynamodb/conditions.py
{ "start": 5138, "end": 5207 }
class ____(ComparisonCondition): expression_operator = '<'
LessThan
python
django__django
tests/db_functions/text/test_sha224.py
{ "start": 264, "end": 2151 }
class ____(TestCase): @classmethod def setUpTestData(cls): Author.objects.bulk_create( [ Author(alias="John Smith"), Author(alias="Jordan Élena"), Author(alias="皇帝"), Author(alias=""), Author(alias=None), ...
SHA224Tests