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python
google__jax
jax/_src/custom_derivatives.py
{ "start": 45149, "end": 54515 }
class ____(core.Primitive): multiple_results = True def bind(self, *args, **params): return self._true_bind(*args, **params) def bind_with_trace(self, trace, args, params): fun, fwd, bwd, tracers = args[0], args[1], args[2], args[3:] return trace.process_custom_vjp_call(self, fun, fwd, bwd, tracers,...
CustomVJPCallPrimitive
python
fabric__fabric
fabric/testing/base.py
{ "start": 980, "end": 2370 }
class ____: """ Data record specifying params of a command execution to mock/expect. :param str cmd: Command string to expect. If not given, no expectations about the command executed will be set up. Default: ``None``. :param bytes out: Data yielded as remote stdout. Default: ``b""``. ...
Command
python
mlflow__mlflow
mlflow/entities/logged_model_tag.py
{ "start": 104, "end": 850 }
class ____(_MlflowObject): """Tag object associated with a Model.""" def __init__(self, key, value): self._key = key self._value = value def __eq__(self, other): if type(other) is type(self): # TODO deep equality here? return self.__dict__ == other.__dict__ ...
LoggedModelTag
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 663206, "end": 663645 }
class ____(sgqlc.types.Type): """A funding platform link for a repository.""" __schema__ = github_schema __field_names__ = ("platform", "url") platform = sgqlc.types.Field(sgqlc.types.non_null(FundingPlatform), graphql_name="platform") """The funding platform this link is for.""" url = sgqlc.t...
FundingLink
python
run-llama__llama_index
llama-index-packs/llama-index-packs-self-discover/llama_index/packs/self_discover/base.py
{ "start": 6436, "end": 6567 }
class ____(Event): """Event to create reasoning structure.""" task: str reasoning_structure: str
ReasoningStructureEvent
python
Pylons__pyramid
src/pyramid/path.py
{ "start": 2922, "end": 3851 }
class ____: def __init__(self, package=CALLER_PACKAGE): if package in (None, CALLER_PACKAGE): self.package = package else: if isinstance(package, str): try: __import__(package) except ImportError: raise V...
Resolver
python
django__django
tests/messages_tests/test_api.py
{ "start": 1752, "end": 2016 }
class ____(ApiTests): """ add_message() should use ducktyping to allow request wrappers such as the one in Django REST framework. """ def setUp(self): super().setUp() self.request = CustomRequest(self.request)
CustomRequestApiTests
python
dateutil__dateutil
tests/test_parser.py
{ "start": 15165, "end": 17234 }
class ____(object): def assert_equal_same_tz(self, dt1, dt2): assert dt1 == dt2 assert dt1.tzinfo is dt2.tzinfo def test_tzinfo_dict_could_return_none(self): dstr = "2017-02-03 12:40 BRST" result = parse(dstr, tzinfos={"BRST": None}) expected = datetime(2017, 2, 3, 12, 4...
TestTzinfoInputTypes
python
tensorflow__tensorflow
tensorflow/python/compiler/tensorrt/model_tests/model_handler.py
{ "start": 9854, "end": 12622 }
class ____(_ModelHandlerBase): """Runs a model in TF1.""" @property def meta_graph(self) -> meta_graph_pb2.MetaGraphDef: return load_meta_graph( saved_model_dir=self.model_config.saved_model_dir, saved_model_tags=self.model_config.saved_model_tags, saved_model_signature_key=self.model...
ModelHandlerV1
python
jazzband__django-model-utils
model_utils/managers.py
{ "start": 12399, "end": 12503 }
class ____(QueryManagerMixin[ModelT], models.Manager[ModelT]): # type: ignore[misc] pass
QueryManager
python
spack__spack
lib/spack/spack/new_installer.py
{ "start": 8498, "end": 17415 }
class ____: """Manages the installation prefix during overwrite installations.""" def __init__(self, prefix: str, overwrite: bool, keep_prefix: bool = False) -> None: """Initialize the prefix pivoter. Args: prefix: The installation prefix path overwrite: Whether to allo...
PrefixPivoter
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_chart_format25.py
{ "start": 315, "end": 1580 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("chart_format25.xlsx") def test_create_file(self): """Test the creation of an XlsxWriter file with chart formatting.""" workbook = ...
TestCompareXLSXFiles
python
sqlalchemy__sqlalchemy
test/orm/test_cascade.py
{ "start": 83778, "end": 88572 }
class ____(fixtures.MappedTest): """Pending entities that are orphans""" @classmethod def define_tables(cls, metadata): Table( "users", metadata, Column( "user_id", Integer, primary_key=True, test_ne...
PendingOrphanTestSingleLevel
python
apache__airflow
providers/amazon/src/airflow/providers/amazon/aws/operators/redshift_data.py
{ "start": 1552, "end": 10854 }
class ____(AwsBaseOperator[RedshiftDataHook]): """ Executes SQL Statements against an Amazon Redshift cluster using Redshift Data. ... see also:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:RedshiftDataOperator` :param database: the ...
RedshiftDataOperator
python
astropy__astropy
astropy/coordinates/name_resolve.py
{ "start": 798, "end": 1134 }
class ____(ScienceState): """ The URL(s) to Sesame's web-queryable database. """ _value = [ "https://cds.unistra.fr/cgi-bin/nph-sesame/", "http://vizier.cfa.harvard.edu/viz-bin/nph-sesame/", ] @classmethod def validate(cls, value): # TODO: Implement me retur...
sesame_url
python
pallets__click
examples/validation/validation.py
{ "start": 219, "end": 1407 }
class ____(click.ParamType): name = "url" def convert(self, value, param, ctx): if not isinstance(value, tuple): value = urlparse.urlparse(value) if value.scheme not in ("http", "https"): self.fail( f"invalid URL scheme ({value.scheme}). Only ...
URL
python
pytorch__pytorch
test/distributed/_composable/fsdp/test_fully_shard_mixed_precision.py
{ "start": 16489, "end": 26301 }
class ____(FSDPTestMultiThread): @property def world_size(self) -> int: return 2 @skip_if_lt_x_gpu(1) def test_float16_on_one_submodule(self): x = torch.zeros(2, 100, device=device_type) # Subtest 1: use fp16 on the second child submodule -- does not require # any addit...
TestFullyShardMixedPrecisionCasts
python
openai__openai-python
src/openai/types/responses/response_error_event.py
{ "start": 223, "end": 576 }
class ____(BaseModel): code: Optional[str] = None """The error code.""" message: str """The error message.""" param: Optional[str] = None """The error parameter.""" sequence_number: int """The sequence number of this event.""" type: Literal["error"] """The type of the event. ...
ResponseErrorEvent
python
pdm-project__pdm
src/pdm/installers/synchronizers.py
{ "start": 599, "end": 10805 }
class ____(BaseSynchronizer): def install_candidate(self, key: str, progress: Progress) -> Candidate: """Install candidate""" can = self.candidates[key] job = progress.add_task(f"Installing {can.format()}...", text="", total=None) can.prepare(self.environment, RichProgressReporter(pr...
Synchronizer
python
getsentry__sentry
src/sentry/utils/datastructures.py
{ "start": 77, "end": 1785 }
class ____(MutableMapping): """\ An associative data structure in which the ``(key, value)`` pairs form a one-to-one correspondence in both directions. For example, when ``(a, b)`` is added to the mapping, ``b`` can be found when ``a`` is used as a key, and ``a`` can *also* be found when ``b`` is ...
BidirectionalMapping
python
mahmoud__boltons
boltons/socketutils.py
{ "start": 26146, "end": 28230 }
class ____: """ Reads and writes using the netstring protocol. More info: https://en.wikipedia.org/wiki/Netstring Even more info: http://cr.yp.to/proto/netstrings.txt """ def __init__(self, sock, timeout=DEFAULT_TIMEOUT, maxsize=DEFAULT_MAXSIZE): self.bsock = BufferedSocket(sock) ...
NetstringSocket
python
walkccc__LeetCode
solutions/2507. Smallest Value After Replacing With Sum of Prime Factors/2507.py
{ "start": 0, "end": 355 }
class ____: def smallestValue(self, n: int) -> int: def getPrimeSum(n: int) -> int: primeSum = 0 for i in range(2, n + 1): while n % i == 0: n //= i primeSum += i return primeSum primeSum = getPrimeSum(n) while n != primeSum: n = primeSum primeSum...
Solution
python
django__django
tests/test_runner_apps/sample/tests_sample.py
{ "start": 361, "end": 551 }
class ____(SimpleTestCase): # Z is used to trick this test case to appear after Vanilla in default # suite def test_sample(self): self.assertEqual(1, 1)
TestZimpleTestCase
python
getsentry__sentry
tests/sentry/workflow_engine/tasks/test_delayed_workflows.py
{ "start": 985, "end": 7159 }
class ____(BaseWorkflowTest, BaseEventFrequencyPercentTest): def setUp(self) -> None: super().setUp() self.workflow1, self.workflow1_if_dcgs = self.create_project_event_freq_workflow( self.project, self.environment, has_when_slow_condition=True ) self.workflow2, self.wor...
TestDelayedWorkflowTaskBase
python
pytorch__pytorch
torch/_dynamo/symbolic_convert.py
{ "start": 8089, "end": 10742 }
class ____: """ SpeculationLog replaces the prior copy_graphstate/restore_graphstate checkpointing. Rather than saving/restoring state, we restart the dynamo conversion process over from the beginning -- but when we hit the start of the speculation that failed, we instead generate a graph break...
SpeculationLog
python
streamlit__streamlit
lib/streamlit/errors.py
{ "start": 19600, "end": 20024 }
class ____(LocalizableStreamlitException): """Exception Raised when a time string argument is passed that cannot be parsed.""" def __init__(self, time_string: str) -> None: super().__init__( "Time string doesn't look right. It should be formatted as" "`'1d2h34m'` or `2 days`, fo...
StreamlitBadTimeStringError
python
walkccc__LeetCode
solutions/364. Nested List Weight Sum II/364.py
{ "start": 0, "end": 402 }
class ____: def depthSumInverse(self, nestedList: list[NestedInteger]) -> int: ans = 0 prevSum = 0 q = collections.deque(nestedList) while q: for _ in range(len(q)): ni = q.popleft() if ni.isInteger(): prevSum += ni.getInteger() else: for nextNi in ni...
Solution
python
PyCQA__pylint
tests/functional/a/access/access_to_protected_members.py
{ "start": 5481, "end": 7340 }
class ____: """Test for GitHub issue 3066 Accessing of attributes/methods of inner and outer classes https://github.com/pylint-dev/pylint/issues/3066""" attr = 0 _attr = 1 @staticmethod def _bar(i): """Docstring.""" @staticmethod def foobar(i): """Test access from ...
Issue3066
python
encode__django-rest-framework
tests/test_filters.py
{ "start": 603, "end": 1583 }
class ____(SimpleTestCase): def test_keep_quoted_together_regardless_of_commas(self): assert ['hello, world'] == list(filters.search_smart_split('"hello, world"')) def test_strips_commas_around_quoted(self): assert ['hello, world'] == list(filters.search_smart_split(',,"hello, world"')) ...
SearchSplitTests
python
tensorflow__tensorflow
tensorflow/python/ops/math_ops_test.py
{ "start": 27577, "end": 36449 }
class ____(test_util.TensorFlowTestCase): # TODO(aselle): Test more types before exposing new division operators. def intTestData(self): nums = np.arange(-10, 10, 1).reshape(20, 1) divs = np.arange(-3, 4, 2).reshape(1, 4) return nums, divs def floatTestData(self): nums = np.arange(-10, 10, .25)....
DivAndModTest
python
huggingface__transformers
src/transformers/models/qwen2_moe/modular_qwen2_moe.py
{ "start": 6703, "end": 6968 }
class ____(MixtralPreTrainedModel): _can_record_outputs = { "router_logits": OutputRecorder(Qwen2MoeTopKRouter, index=0), "hidden_states": Qwen2MoeDecoderLayer, "attentions": Qwen2MoeAttention, } @auto_docstring
Qwen2MoePreTrainedModel
python
huggingface__transformers
src/transformers/models/sam/configuration_sam.py
{ "start": 780, "end": 2838 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`SamPromptEncoder`]. The [`SamPromptEncoder`] module is used to encode the input 2D points and bounding boxes. Instantiating a configuration defaults will yield a similar configuration to that of the SAM-...
SamPromptEncoderConfig
python
getsentry__sentry
src/sentry/seer/similarity/utils.py
{ "start": 3338, "end": 3644 }
class ____(StrEnum): INGEST = "ingest" BACKFILL = "backfill" DELETION = "deletion" SIMILAR_ISSUES_TAB = "similar_issues_tab" def _get_value_if_exists(exception_value: Mapping[str, Any]) -> str: return exception_value["values"][0] if exception_value.get("values") else ""
ReferrerOptions
python
doocs__leetcode
solution/2500-2599/2572.Count the Number of Square-Free Subsets/Solution.py
{ "start": 0, "end": 729 }
class ____: def squareFreeSubsets(self, nums: List[int]) -> int: primes = [2, 3, 5, 7, 11, 13, 17, 19, 23, 29] cnt = Counter(nums) mod = 10**9 + 7 n = len(primes) f = [0] * (1 << n) f[0] = pow(2, cnt[1]) for x in range(2, 31): if cnt[x] == 0 or x %...
Solution
python
spyder-ide__spyder
spyder/plugins/profiler/widgets/main_widget.py
{ "start": 1408, "end": 1503 }
class ____: Locals = 'locals_section' Other = "other_section"
ProfilerContextMenuSections
python
google__jax
tests/hijax_test.py
{ "start": 1645, "end": 4493 }
class ____(HiType): shape: tuple[int, int] # how to lower to (lo)jax types def lo_ty(self) -> list[ShapedArray]: m, k = self.shape return [ShapedArray((m, k), jnp.dtype('int8')), ShapedArray((m, ), jnp.dtype('float32'))] # these next two are essentially the pytree interface def lower_val...
QArrayTy
python
PrefectHQ__prefect
tests/server/models/test_artifacts.py
{ "start": 13790, "end": 19289 }
class ____: @pytest.fixture async def artifacts(self, session, flow_run, task_run): artifacts = [ schemas.core.Artifact( key="key-1", data=1, type="markdown", flow_run_id=flow_run.id, description="Some info about...
TestReadLatestArtifacts
python
google__jax
jax/_src/pallas/mosaic_gpu/pipeline.py
{ "start": 17247, "end": 40303 }
class ____(Protocol): """Protocol for a warp specialized pipeline.""" def __call__( self, *gmem_refs: Any, allocations: Any | None = None, ) -> None: ... def get_allocations(self, *gmem_refs: Any) -> Any: ... def emit_pipeline_warp_specialized( body: Callable[..., None], *, grid: pa...
WarpSpecializedPipeline
python
huggingface__transformers
src/transformers/models/data2vec/modeling_data2vec_vision.py
{ "start": 2800, "end": 3377 }
class ____(nn.Module): """Drop paths (Stochastic Depth) per sample (when applied in main path of residual blocks).""" def __init__(self, drop_prob: Optional[float] = None) -> None: super().__init__() self.drop_prob = drop_prob def forward(self, hidden_states: torch.Tensor) -> torch.Tensor:...
Data2VecVisionDropPath
python
pandas-dev__pandas
pandas/tests/io/test_pickle.py
{ "start": 6121, "end": 11211 }
class ____: _extension_to_compression = icom.extension_to_compression def compress_file(self, src_path, dest_path, compression): if compression is None: shutil.copyfile(src_path, dest_path) return if compression == "gzip": f = gzip.open(dest_path, "w") ...
TestCompression
python
numba__numba
numba/core/typing/builtins.py
{ "start": 8382, "end": 8970 }
class ____(ConcreteTemplate): cases = list(integer_binop_cases) # Ensure that float32 ** int doesn't go through DP computations cases += [signature(types.float32, types.float32, op) for op in (types.int32, types.int64, types.uint64)] cases += [signature(types.float64, types.float64, op) ...
BinOpPower
python
PyCQA__isort
isort/main.py
{ "start": 1633, "end": 47521 }
class ____: def __init__(self, incorrectly_sorted: bool, skipped: bool, supported_encoding: bool) -> None: self.incorrectly_sorted = incorrectly_sorted self.skipped = skipped self.supported_encoding = supported_encoding def sort_imports( file_name: str, config: Config, check: b...
SortAttempt
python
python-excel__xlrd
xlrd/book.py
{ "start": 9265, "end": 57527 }
class ____(BaseObject): """ Contents of a "workbook". .. warning:: You should not instantiate this class yourself. You use the :class:`Book` object that was returned when you called :func:`~xlrd.open_workbook`. """ #: The number of worksheets present in the workbook file. #: This ...
Book
python
pypa__setuptools
setuptools/_vendor/wheel/wheelfile.py
{ "start": 1348, "end": 8411 }
class ____(ZipFile): """A ZipFile derivative class that also reads SHA-256 hashes from .dist-info/RECORD and checks any read files against those. """ _default_algorithm = hashlib.sha256 def __init__( self, file: StrPath, mode: Literal["r", "w", "x", "a"] = "r", comp...
WheelFile
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_cloud_build.py
{ "start": 3420, "end": 12202 }
class ____: @mock.patch(CLOUD_BUILD_HOOK_PATH) def test_cancel_build(self, mock_hook): mock_hook.return_value.cancel_build.return_value = Build() operator = CloudBuildCancelBuildOperator(id_=TRIGGER_ID, task_id="id") operator.execute(context=mock.MagicMock()) mock_hook.assert_c...
TestCloudBuildOperator
python
huggingface__transformers
src/transformers/models/bridgetower/modeling_bridgetower.py
{ "start": 22512, "end": 26126 }
class ____(nn.Module): def __init__(self, config, is_causal=False, layer_idx=None): super().__init__() if config.hidden_size % config.num_attention_heads != 0 and not hasattr(config, "embedding_size"): raise ValueError( f"The hidden size ({config.hidden_size}) is not a mu...
BridgeTowerCrossAttention
python
apache__airflow
task-sdk/src/airflow/sdk/api/datamodels/_generated.py
{ "start": 7022, "end": 7456 }
class ____(BaseModel): """ Schema for updating TaskInstance to a up_for_reschedule state. """ model_config = ConfigDict( extra="forbid", ) state: Annotated[Literal["up_for_reschedule"] | None, Field(title="State")] = "up_for_reschedule" reschedule_date: Annotated[AwareDatetime, Fiel...
TIRescheduleStatePayload
python
PrefectHQ__prefect
src/prefect/client/schemas/objects.py
{ "start": 25462, "end": 29627 }
class ____(TimeSeriesBaseModel, ObjectBaseModel): name: str = Field( default_factory=lambda: generate_slug(2), examples=["my-task-run"] ) flow_run_id: Optional[UUID] = Field( default=None, description="The flow run id of the task run." ) task_key: str = Field( default=..., de...
TaskRun
python
astropy__astropy
astropy/table/tests/test_table.py
{ "start": 69260, "end": 71619 }
class ____(SetupData): def test_fail_replace_column(self, table_types): """Raise exception when trying to replace column via table.columns object""" self._setup(table_types) t = table_types.Table([self.a, self.b]) with pytest.raises( ValueError, match=r"Canno...
TestReplaceColumn
python
qdrant__qdrant-client
qdrant_client/http/models/models.py
{ "start": 46463, "end": 46657 }
class ____(BaseModel, extra="forbid"): """ ID-based filtering condition """ has_id: List["ExtendedPointId"] = Field(..., description="ID-based filtering condition")
HasIdCondition
python
getsentry__sentry
src/sentry/integrations/slack/webhooks/base.py
{ "start": 1572, "end": 4726 }
class ____(Endpoint, abc.ABC): slack_request_class = SlackDMRequest def post_dispatcher(self, request: SlackDMRequest) -> Response: """ All Slack commands are handled by this endpoint. This block just validates the request and dispatches it to the right handler. """ cmd_...
SlackDMEndpoint
python
pypa__warehouse
tests/common/db/banners.py
{ "start": 137, "end": 419 }
class ____(WarehouseFactory): class Meta: model = Banner name = factory.Faker("word") text = factory.Faker("sentence") link_url = factory.Faker("uri") link_label = factory.Faker("word") active = True end = factory.Faker("future_date")
BannerFactory
python
plotly__plotly.py
plotly/graph_objs/histogram/_marker.py
{ "start": 233, "end": 25231 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "histogram" _path_str = "histogram.marker" _valid_props = { "autocolorscale", "cauto", "cmax", "cmid", "cmin", "color", "coloraxis", "colorbar", "colorscale", "colorsrc", ...
Marker
python
kamyu104__LeetCode-Solutions
Python/minimum-size-subarray-sum.py
{ "start": 565, "end": 1566 }
class ____(object): # @param {integer} s # @param {integer[]} nums # @return {integer} def minSubArrayLen(self, s, nums): min_size = float("inf") sum_from_start = [n for n in nums] for i in xrange(len(sum_from_start) - 1): sum_from_start[i + 1] += sum_from_start[i] ...
Solution2
python
coleifer__peewee
peewee.py
{ "start": 144983, "end": 145763 }
class ____(object): def __init__(self, db): self.db = db def __call__(self, fn): @wraps(fn) def inner(*args, **kwargs): with _manual(self.db): return fn(*args, **kwargs) return inner def __enter__(self): top = self.db.top_transaction() ...
_manual
python
ray-project__ray
python/ray/serve/_private/logging_utils.py
{ "start": 18350, "end": 19041 }
class ____: """ Context manager to manage logging behaviors within a particular block, such as: 1) Overriding logging level Source (python3 official documentation) https://docs.python.org/3/howto/logging-cookbook.html#using-a-context-manager-for-selective-logging # noqa: E501 """ def __ini...
LoggingContext
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/pipelines/pipeline.py
{ "start": 20807, "end": 21059 }
class ____(graphene.ObjectType): class Meta: name = "EventConnection" events = non_null_list(GrapheneDagsterRunEvent) cursor = graphene.NonNull(graphene.String) hasMore = graphene.NonNull(graphene.Boolean)
GrapheneEventConnection
python
django__django
tests/admin_widgets/test_autocomplete_widget.py
{ "start": 311, "end": 769 }
class ____(forms.ModelForm): class Meta: model = Album fields = ["band", "featuring"] widgets = { "band": AutocompleteSelect( Album._meta.get_field("band"), admin.site, attrs={"class": "my-class"}, ), "featur...
AlbumForm
python
prompt-toolkit__python-prompt-toolkit
src/prompt_toolkit/shortcuts/progress_bar/formatters.py
{ "start": 7564, "end": 8458 }
class ____(Formatter): """ Display the time left. """ template = HTML("<time-left>{time_left}</time-left>") unknown = "?:??:??" def format( self, progress_bar: ProgressBar, progress: ProgressBarCounter[object], width: int, ) -> AnyFormattedText: time...
TimeLeft
python
pyinstaller__pyinstaller
tests/unit/test_modulegraph/test_basic.py
{ "start": 204, "end": 1312 }
class ____(unittest.TestCase): def testNone(self): mg = modulegraph.ModuleGraph() # empty packagepath m = DummyModule(None) sub_ms = [] for sm in mg._find_all_submodules(m): sub_ms.append(sm) self.assertEqual(sub_ms, []) def testSimple(self): ...
FindAllSubmodulesTestCase
python
dagster-io__dagster
python_modules/libraries/dagster-shared/dagster_shared_tests/test_record.py
{ "start": 8596, "end": 8654 }
class ____: name: str age: int @record_custom
Person
python
getsentry__sentry
tests/sentry/integrations/api/endpoints/test_organization_repository_commits.py
{ "start": 170, "end": 1028 }
class ____(APITestCase): def test_simple(self) -> None: self.login_as(user=self.user) org = self.create_organization(owner=self.user, name="baz") repo = Repository.objects.create(name="example", organization_id=org.id) commit = Commit.objects.create(repository_id=repo.id, organizati...
OrganizationRepositoryCommitsTest
python
huggingface__transformers
src/transformers/models/speecht5/modeling_speecht5.py
{ "start": 56808, "end": 57999 }
class ____(SpeechT5PreTrainedModel): """ Wrapper around SpeechT5Encoder that applies SpeechT5SpeechEncoderPrenet to convert the audio waveform data to hidden features. """ def __init__(self, config: SpeechT5Config): super().__init__(config) self.prenet = SpeechT5SpeechEncoderPrenet(...
SpeechT5EncoderWithSpeechPrenet
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/constructor6.py
{ "start": 1486, "end": 1772 }
class ____(Model): pass reveal_type(ForeignKey(Author, null=False), expected_text="ForeignKey[Author]") reveal_type(ForeignKey(Author, null=True), expected_text="ForeignKey[Author | None]") _T3 = TypeVar("_T3") _T4 = TypeVar("_T4") _S1 = TypeVar("_S1") _S2 = TypeVar("_S2")
Author
python
huggingface__transformers
src/transformers/models/layoutxlm/tokenization_layoutxlm.py
{ "start": 8713, "end": 47283 }
class ____(TokenizersBackend): """ Construct a "fast" LayoutXLM tokenizer (backed by HuggingFace's *tokenizers* library). Adapted from [`RobertaTokenizer`] and [`XLNetTokenizer`]. Based on [BPE](https://huggingface.co/docs/tokenizers/python/latest/components.html?highlight=BPE#models). This tokeniz...
LayoutXLMTokenizer
python
ethereum__web3.py
web3/exceptions.py
{ "start": 905, "end": 1070 }
class ____(Web3Exception, ValueError): """ A web3.py exception wrapper for `ValueError`, for better control over exception handling. """
Web3ValueError
python
huggingface__transformers
tests/models/seamless_m4t_v2/test_modeling_seamless_m4t_v2.py
{ "start": 25396, "end": 35836 }
class ____(unittest.TestCase): # test that non-standard generation works # test generation of: SeamlessM4Tv2Model, SeamlessM4Tv2ForSpeechToSpeech, SeamlessM4Tv2ForSpeechToText, SeamlessM4Tv2ForTextToSpeech def setUp(self): self.speech_model_tester = SeamlessM4Tv2ModelTester(self, input_modality="sp...
SeamlessM4Tv2GenerationTest
python
tiangolo__fastapi
docs_src/generate_clients/tutorial001.py
{ "start": 159, "end": 519 }
class ____(BaseModel): message: str @app.post("/items/", response_model=ResponseMessage) async def create_item(item: Item): return {"message": "item received"} @app.get("/items/", response_model=List[Item]) async def get_items(): return [ {"name": "Plumbus", "price": 3}, {"name": "Portal...
ResponseMessage
python
pytransitions__transitions
transitions/extensions/factory.py
{ "start": 3469, "end": 3658 }
class ____(GraphMachine, AsyncMachine): """A machine that supports asynchronous event/callback processing with Graphviz support.""" transition_cls = AsyncTransition
AsyncGraphMachine
python
streamlit__streamlit
lib/streamlit/elements/arrow.py
{ "start": 5673, "end": 9726 }
class ____: """DataframeSelectionSerde is used to serialize and deserialize the dataframe selection state.""" def deserialize(self, ui_value: str | None) -> DataframeState: empty_selection_state: DataframeState = { "selection": { "rows": [], "columns": [], ...
DataframeSelectionSerde
python
astropy__astropy
astropy/units/tests/test_quantity_non_ufuncs.py
{ "start": 38362, "end": 41702 }
class ____(InvariantUnitTestSetup): def setup_method(self): super().setup_method() self.q[1, 1] = np.nan def test_nanmax(self): self.check(np.nanmax) def test_nanmin(self): self.check(np.nanmin) def test_nanargmin(self): out = np.nanargmin(self.q) expec...
TestNanFunctions
python
pytorch__pytorch
torch/_dynamo/eval_frame.py
{ "start": 4995, "end": 11768 }
class ____: stance: str = "default" skip_guard_eval_unsafe: bool = False backend: Union[str, Callable[..., Any], None] = None _stance = DynamoStance() def _set_stance(stance: DynamoStance) -> DynamoStance: global _stance from torch._C._dynamo.eval_frame import get_eval_frame_callback callb...
DynamoStance
python
doocs__leetcode
solution/2400-2499/2418.Sort the People/Solution2.py
{ "start": 0, "end": 172 }
class ____: def sortPeople(self, names: List[str], heights: List[int]) -> List[str]: return [name for _, name in sorted(zip(heights, names), reverse=True)]
Solution
python
dagster-io__dagster
conftest.py
{ "start": 491, "end": 5344 }
class ____: scope: str name: str @lru_cache def buildkite_quarantined_tests(annotation) -> set[TestId]: quarantined_tests = set() if os.getenv("BUILDKITE") or os.getenv("LOCAL_BUILDKITE_QUARANTINE"): # Run our full test suite - warts and all - on the release branch if os.getenv("BUILD...
TestId
python
huggingface__transformers
src/transformers/models/m2m_100/modeling_m2m_100.py
{ "start": 2525, "end": 3015 }
class ____(nn.Embedding): """ This module overrides nn.Embeddings' forward by multiplying with embeddings scale. """ def __init__(self, num_embeddings: int, embedding_dim: int, padding_idx: int, embed_scale: Optional[float] = 1.0): super().__init__(num_embeddings, embedding_dim, padding_idx) ...
M2M100ScaledWordEmbedding
python
apache__airflow
task-sdk/tests/task_sdk/definitions/test_dag.py
{ "start": 24338, "end": 29268 }
class ____: def test_cycle_empty(self): # test empty dag = DAG("dag", schedule=None, start_date=DEFAULT_DATE, default_args={"owner": "owner1"}) assert not dag.check_cycle() def test_cycle_single_task(self): # test single task dag = DAG("dag", schedule=None, start_date=D...
TestCycleTester
python
MongoEngine__mongoengine
tests/queryset/test_queryset.py
{ "start": 1069, "end": 198039 }
class ____(unittest.TestCase): def setUp(self): connect(db="mongoenginetest") connect(db="mongoenginetest2", alias="test2") class PersonMeta(EmbeddedDocument): weight = IntField() class Person(Document): name = StringField() age = IntField() ...
TestQueryset
python
huggingface__transformers
examples/pytorch/semantic-segmentation/run_semantic_segmentation.py
{ "start": 4821, "end": 17145 }
class ____: """ Arguments pertaining to which model/config/tokenizer we are going to fine-tune from. """ model_name_or_path: str = field( default="nvidia/mit-b0", metadata={"help": "Path to pretrained model or model identifier from huggingface.co/models"}, ) config_name: Optiona...
ModelArguments
python
RaRe-Technologies__gensim
gensim/examples/dmlcz/dmlcorpus.py
{ "start": 433, "end": 2266 }
class ____: """ DmlConfig contains parameters necessary for the abstraction of a 'corpus of articles' (see the `DmlCorpus` class). Articles may come from different sources (=different locations on disk/network, different file formats etc.), so the main purpose of DmlConfig is to keep all source...
DmlConfig
python
airbytehq__airbyte
airbyte-integrations/connectors/source-surveycto/source_surveycto/helpers.py
{ "start": 351, "end": 2329 }
class ____(object): @staticmethod def _base64_encode(string: str) -> str: return base64.b64encode(string.encode("ascii")).decode("ascii") @staticmethod def call_survey_cto(config, form_id): server_name = config["server_name"] start_date = config["start_date"] user_name_p...
Helpers
python
sqlalchemy__sqlalchemy
test/dialect/postgresql/test_types.py
{ "start": 61628, "end": 62522 }
class ____(fixtures.TestBase, AssertsCompiledSQL): __dialect__ = postgresql.dialect() @testing.combinations( (postgresql.TIME(), "TIME WITHOUT TIME ZONE"), (postgresql.TIME(precision=5), "TIME(5) WITHOUT TIME ZONE"), ( postgresql.TIME(timezone=True, precision=5), ...
TimePrecisionCompileTest
python
networkx__networkx
networkx/classes/graph.py
{ "start": 596, "end": 1492 }
class ____: """Data Descriptor class for _adj that resets ``adj`` cached_property when needed This assumes that the ``cached_property`` ``G.adj`` should be reset whenever ``G._adj`` is set to a new value. This object sits on a class and ensures that any instance of that class clears its cached pro...
_CachedPropertyResetterAdj
python
mlflow__mlflow
mlflow/deployments/plugin_manager.py
{ "start": 659, "end": 2839 }
class ____(abc.ABC): """ Abstract class defining a entrypoint based plugin registration. This class allows the registration of a function or class to provide an implementation for a given key/name. Implementations declared though the entrypoints can be automatically registered through the `register...
PluginManager
python
pytest-dev__pytest
src/_pytest/capture.py
{ "start": 17075, "end": 17718 }
class ____(FDCaptureBase[bytes]): """Capture IO to/from a given OS-level file descriptor. snap() produces `bytes`. """ EMPTY_BUFFER = b"" def snap(self) -> bytes: self._assert_state("snap", ("started", "suspended")) self.tmpfile.seek(0) res = self.tmpfile.buffer.read() ...
FDCaptureBinary
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1010845, "end": 1011443 }
class ____(sgqlc.types.Type): """Autogenerated return type of UnlockLockable""" __schema__ = github_schema __field_names__ = ("actor", "client_mutation_id", "unlocked_record") actor = sgqlc.types.Field(Actor, graphql_name="actor") """Identifies the actor who performed the event.""" client_muta...
UnlockLockablePayload
python
kamyu104__LeetCode-Solutions
Python/even-odd-tree.py
{ "start": 221, "end": 1006 }
class ____(object): def isEvenOddTree(self, root): """ :type root: TreeNode :rtype: bool """ q = [root] is_odd = False while q: new_q = [] prev = None for node in q: if is_odd: if node.val...
Solution
python
getsentry__sentry-python
tests/integrations/beam/test_beam.py
{ "start": 1399, "end": 3941 }
class ____(DoFn): def process(self, x, timestamp=DoFn.TimestampParam, wx=DoFn.WindowParam): if isinstance(timestamp, _DoFnParam) or isinstance(wx, _DoFnParam): raise Exception("Bad instance") if x: 1 / 0 yield True def fail(x): if x: 1 / 0 return [Tr...
PlaceHolderFunc
python
rushter__MLAlgorithms
mla/neuralnet/layers/convnet.py
{ "start": 145, "end": 2617 }
class ____(Layer, ParamMixin): def __init__( self, n_filters=8, filter_shape=(3, 3), padding=(0, 0), stride=(1, 1), parameters=None, ): """A 2D convolutional layer. Input shape: (n_images, n_channels, height, width) Parameters ----...
Convolution
python
miyuchina__mistletoe
mistletoe/html_renderer.py
{ "start": 313, "end": 9612 }
class ____(BaseRenderer): """ HTML renderer class. See mistletoe.base_renderer module for more info. """ def __init__( self, *extras, html_escape_double_quotes=False, html_escape_single_quotes=False, process_html_tokens=True, **kwargs ): "...
HtmlRenderer
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/enum13.py
{ "start": 340, "end": 572 }
class ____(StrEnum): MEMBER_1 = "a" MEMBER_2 = "b" s1: Literal["a"] = StrEnum1.MEMBER_1.value # This should generate an error. s2: Literal["b"] = StrEnum1.MEMBER_1.value s3: LiteralString = StrEnum1.MEMBER_1.value
StrEnum1
python
pytest-dev__pytest
src/_pytest/terminal.py
{ "start": 1853, "end": 2904 }
class ____(argparse.Action): """A modified copy of the argparse count action which counts down and updates the legacy quiet attribute at the same time. Used to unify verbosity handling. """ def __init__( self, option_strings: Sequence[str], dest: str, default: objec...
MoreQuietAction
python
huggingface__transformers
src/transformers/models/gpt2/modeling_gpt2.py
{ "start": 21669, "end": 24019 }
class ____(PreTrainedModel): config: GPT2Config base_model_prefix = "transformer" supports_gradient_checkpointing = True _no_split_modules = ["GPT2Block"] _skip_keys_device_placement = "past_key_values" _supports_flash_attn = True _supports_sdpa = True _supports_attention_backend = True ...
GPT2PreTrainedModel
python
streamlit__streamlit
lib/tests/streamlit/connections/base_connection_test.py
{ "start": 1192, "end": 5079 }
class ____(unittest.TestCase): def setUp(self) -> None: # st.secrets modifies os.environ, so we save it here and # restore in tearDown. self._prev_environ = dict(os.environ) def tearDown(self) -> None: os.environ.clear() os.environ.update(self._prev_environ) st.s...
BaseConnectionDefaultMethodTests
python
docker__docker-py
tests/integration/models_services_test.py
{ "start": 195, "end": 13200 }
class ____(unittest.TestCase): @classmethod def setUpClass(cls): client = docker.from_env(version=TEST_API_VERSION) helpers.force_leave_swarm(client) client.swarm.init('127.0.0.1', listen_addr=helpers.swarm_listen_addr()) @classmethod def tearDownClass(cls): helpers.forc...
ServiceTest
python
geekcomputers__Python
Image-watermarker/watermark.py
{ "start": 116, "end": 1379 }
class ____: def __init__(self): pass def add_text_watermark( self, image, text, text_color, font_style, font_size, position=(0, 0) ): font = ImageFont.truetype(font_style, font_size) draw = ImageDraw.Draw(image) draw.text(position, text, fill=text_color, font=font) ...
Watermark
python
huggingface__transformers
src/transformers/models/bigbird_pegasus/modeling_bigbird_pegasus.py
{ "start": 3402, "end": 4011 }
class ____(nn.Embedding): """ This module overrides nn.Embeddings' forward by multiplying with embeddings scale. """ def __init__(self, num_embeddings: int, embedding_dim: int, padding_idx: int, embed_scale: Optional[float] = 1.0): super().__init__(num_embeddings, embedding_dim, padding_idx) ...
BigBirdPegasusScaledWordEmbedding
python
realpython__materials
game-of-life-python/source_code_step_4/rplife/views.py
{ "start": 73, "end": 902 }
class ____: def __init__(self, pattern, gen=10, frame_rate=7, bbox=(0, 0, 20, 20)): self.pattern = pattern self.gen = gen self.frame_rate = frame_rate self.bbox = bbox def show(self): curses.wrapper(self._draw) def _draw(self, screen): current_grid = LifeGri...
CursesView
python
huggingface__transformers
src/transformers/models/clap/modeling_clap.py
{ "start": 58186, "end": 61376 }
class ____(ClapPreTrainedModel): config: ClapAudioConfig main_input_name = "input_features" input_modalities = "audio" def __init__(self, config: ClapAudioConfig): super().__init__(config) self.audio_encoder = ClapAudioEncoder(config) # Initialize weights and apply final process...
ClapAudioModel
python
spack__spack
lib/spack/spack/vendor/jinja2/bccache.py
{ "start": 1144, "end": 3172 }
class ____: """Buckets are used to store the bytecode for one template. It's created and initialized by the bytecode cache and passed to the loading functions. The buckets get an internal checksum from the cache assigned and use this to automatically reject outdated cache material. Individual bytecod...
Bucket
python
xlwings__xlwings
xlwings/constants.py
{ "start": 103453, "end": 110839 }
class ____: rgbAliceBlue = 16775408 # from enum XlRgbColor rgbAntiqueWhite = 14150650 # from enum XlRgbColor rgbAqua = 16776960 # from enum XlRgbColor rgbAquamarine = 13959039 # from enum XlRgbColor rgbAzure = 16777200 # from enum XlRgbColor rgbBeige = 14480885 # from enum XlRgbColor r...
RgbColor