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python
tensorflow__tensorflow
tensorflow/python/keras/layers/pooling.py
{ "start": 27848, "end": 30487 }
class ____(Pooling3D): """Max pooling operation for 3D data (spatial or spatio-temporal). Downsamples the input along its spatial dimensions (depth, height, and width) by taking the maximum value over an input window (of size defined by `pool_size`) for each channel of the input. The window is shifted by `st...
MaxPooling3D
python
streamlit__streamlit
lib/streamlit/runtime/stats.py
{ "start": 3143, "end": 3839 }
class ____: def __init__(self) -> None: self._cache_stats_providers: list[CacheStatsProvider] = [] def register_provider(self, provider: CacheStatsProvider) -> None: """Register a CacheStatsProvider with the manager. This function is not thread-safe. Call it immediately after cr...
StatsManager
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/freshness.py
{ "start": 744, "end": 1018 }
class ____(graphene.ObjectType): class Meta: name = "CronFreshnessPolicy" deadlineCron = graphene.NonNull(graphene.String) lowerBoundDeltaSeconds = graphene.NonNull(graphene.Int) timezone = graphene.NonNull(graphene.String)
GrapheneCronFreshnessPolicy
python
google__jax
jax/experimental/mosaic/gpu/constraints.py
{ "start": 1343, "end": 1444 }
class ____(abc.ABC): """A constant is a known layout.""" @dataclasses.dataclass(frozen=True)
Constant
python
scipy__scipy
scipy/signal/_ltisys.py
{ "start": 50817, "end": 52996 }
class ____(StateSpace, lti): r""" Continuous-time Linear Time Invariant system in state-space form. Represents the system as the continuous-time, first order differential equation :math:`\dot{x} = A x + B u`. Continuous-time `StateSpace` systems inherit additional functionality from the `lti` c...
StateSpaceContinuous
python
cython__cython
Cython/Compiler/Nodes.py
{ "start": 368025, "end": 379841 }
class ____(StatNode): # try ... finally statement # # body StatNode # finally_clause StatNode # finally_except_clause deep-copy of finally_clause for exception case # in_generator inside of generator => must store away current exception also in return case # # Ea...
TryFinallyStatNode
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/protocolExplicit3.py
{ "start": 750, "end": 928 }
class ____(Protocol1, Protocol3): cm1 = 3 cm10 = 3 def __init__(self): self.im1 = 3 self.im10 = 10 self.cm11 = 3 Concrete4() @final
Concrete4
python
pyca__cryptography
tests/x509/test_x509_ext.py
{ "start": 144771, "end": 152394 }
class ____: def test_distribution_point_full_name_not_general_names(self): with pytest.raises(TypeError): x509.DistributionPoint( ["notgn"], # type:ignore[list-item] None, None, None, ) def test_distribution_point_...
TestDistributionPoint
python
pytorch__pytorch
torch/distributed/tensor/placement_types.py
{ "start": 17130, "end": 26270 }
class ____(torch._C._distributed.StridedShard, Shard): """ _StridedShard is only introduced to support 2D FSDP2 + TP sharding where the tensor is sharded on the TP mesh dimension first, then sharded on the FSDP mesh dimension. We call this right-to-left sharding which is the opposite of the default ...
_StridedShard
python
pytorch__pytorch
test/torch_np/numpy_tests/linalg/test_linalg.py
{ "start": 12538, "end": 13679 }
class ____(LinalgTestCase): @slow def test_generalized_herm_cases(self): self.check_cases(require={"generalized", "hermitian"}, exclude={"size-0"}) @slow def test_generalized_empty_herm_cases(self): self.check_cases( require={"generalized", "hermitian", "size-0"}, exclude={"...
HermitianGeneralizedTestCase
python
getsentry__sentry
src/sentry/core/endpoints/scim/utils.py
{ "start": 5033, "end": 7425 }
class ____(OrganizationEndpoint): owner = ApiOwner.ENTERPRISE content_negotiation_class = SCIMClientNegotiation cursor_name = "startIndex" def add_cursor_headers(self, request: Request, response, cursor_result): pass def list_api_format(self, results, total_results, start_index): r...
SCIMEndpoint
python
doocs__leetcode
solution/0100-0199/0143.Reorder List/Solution.py
{ "start": 151, "end": 691 }
class ____: def reorderList(self, head: Optional[ListNode]) -> None: fast = slow = head while fast.next and fast.next.next: slow = slow.next fast = fast.next.next cur = slow.next slow.next = None pre = None while cur: t = cur.next...
Solution
python
spack__spack
var/spack/test_repos/spack_repo/builtin_mock/packages/openblas_with_lapack/package.py
{ "start": 217, "end": 568 }
class ____(Package): """Dummy version of OpenBLAS that also provides LAPACK, for testing.""" homepage = "http://www.openblas.net" url = "http://github.com/xianyi/OpenBLAS/archive/v0.2.15.tar.gz" version("0.2.15", md5="b1190f3d3471685f17cfd1ec1d252ac9") provides("lapack", "blas") depends_on("c...
OpenblasWithLapack
python
facebook__pyre-check
source/interprocedural_analyses/taint/test/integration/attributes.py
{ "start": 1897, "end": 2149 }
class ____: token: str = "" def test_attribute_union_sink(t: Union[Sink, Untainted]): t.token = _test_source() if isinstance(t, Sink): t.token = _test_source() elif isinstance(t, Untainted): t.token = _test_source()
Sink
python
pydantic__pydantic
tests/mypy/modules/plugin_success.py
{ "start": 2420, "end": 2560 }
class ____(BaseModel): x: int y: ClassVar[int] = 1 ClassVarModel(x=1) @dataclass(config={'validate_assignment': True})
ClassVarModel
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeNarrowingTuple1.py
{ "start": 1094, "end": 1643 }
class ____(Enum): A = 0 B = 1 MsgE = tuple[Literal[MyEnum.A], str] MsgF = tuple[Literal[MyEnum.B], float] MsgEOrF = MsgE | MsgF def func5(m: MsgEOrF): if m[0] is MyEnum.A: reveal_type(m, expected_text="tuple[Literal[MyEnum.A], str]") else: reveal_type(m, expected_text="tuple[Literal...
MyEnum
python
ray-project__ray
python/ray/train/tests/test_iter_torch_batches_gpu.py
{ "start": 2615, "end": 3012 }
class ____(ArrowBatchCollateFn): """Collate function that returns id and value as a dictionary of chunked tensors.""" def __call__(self, batch: pa.Table) -> Dict[str, List[torch.Tensor]]: assert isinstance(batch, pa.Table) modified_batch = _chunk_table_in_half(batch) return arrow_batch_...
ChunkedDictArrowBatchCollateFn
python
getsentry__sentry
tests/sentry/snuba/test_transactions.py
{ "start": 108200, "end": 120391 }
class ____(SnubaTestCase, TestCase): def setUp(self) -> None: super().setUp() self.day_ago = before_now(days=1).replace(hour=10, minute=0, second=0, microsecond=0) self.now = before_now() event_data = load_data("transaction") # Half of duration so we don't get weird rounding...
TransactionsArithmeticTest
python
ray-project__ray
python/ray/data/tests/test_issue_detection.py
{ "start": 730, "end": 6509 }
class ____: def test_hanging_detector_configuration(self, restore_data_context): """Test hanging detector configuration and initialization.""" # Test default configuration from DataContext ctx = DataContext.get_current() default_config = ctx.issue_detectors_config.hanging_detector_co...
TestHangingExecutionIssueDetector
python
bokeh__bokeh
tests/unit/bokeh/test_resources.py
{ "start": 3410, "end": 18899 }
class ____: def test_basic(self) -> None: r = resources.Resources() assert r.mode == "cdn" def test_clone(self) -> None: r = resources.Resources(mode="server-dev") assert r.mode == "server" assert r.dev is True assert r.components == ["bokeh", "bokeh-gl", "bokeh-...
TestResources
python
oauthlib__oauthlib
oauthlib/openid/connect/core/exceptions.py
{ "start": 2966, "end": 3199 }
class ____(OpenIDClientError): """ The OP does not support use of the request_uri parameter. """ error = 'request_uri_not_supported' description = 'The request_uri parameter is not supported.'
RequestURINotSupported
python
ansible__ansible
test/lib/ansible_test/_internal/host_profiles.py
{ "start": 15338, "end": 18249 }
class ____[TRemoteConfig: RemoteConfig](SshTargetHostProfile[TRemoteConfig], metaclass=abc.ABCMeta): """Base class for remote instance profiles.""" @property def name(self) -> str: """The name of the host profile.""" return self.config.name @property def core_ci_state(self) -> t.Op...
RemoteProfile
python
sanic-org__sanic
sanic/mixins/base.py
{ "start": 86, "end": 132 }
class ____(Protocol): name: str
NameProtocol
python
automl__auto-sklearn
autosklearn/pipeline/components/data_preprocessing/imputation/categorical_imputation.py
{ "start": 464, "end": 3653 }
class ____(AutoSklearnPreprocessingAlgorithm): """ Substitute missing values by constant: When strategy == “constant”, fill_value is used to replace all occurrences of missing_values. If left to the default, fill_value will be 0 when imputing numerical data and “missing_value” fo...
CategoricalImputation
python
fastai__fastai
fastai/text/core.py
{ "start": 14579, "end": 17603 }
class ____():#TODO: pass the special tokens symbol to sp "SentencePiece tokenizer for `lang`" def __init__(self, lang='en', special_toks=None, sp_model=None, vocab_sz=None, max_vocab_sz=30000, model_type='unigram', char_coverage=None, cache_dir='tmp'): try: from sentencepiece import Sen...
SentencePieceTokenizer
python
psf__black
src/blib2to3/pytree.py
{ "start": 22503, "end": 30322 }
class ____(BasePattern): """ A wildcard pattern can match zero or more nodes. This has all the flexibility needed to implement patterns like: .* .+ .? .{m,n} (a b c | d e | f) (...)* (...)+ (...)? (...){m,n} except it always uses non-greedy matching. """ min: in...
WildcardPattern
python
getsentry__sentry
tests/snuba/sessions/test_sessions.py
{ "start": 4135, "end": 6367 }
class ____(TestCase, BaseMetricsTestCase): backend = MetricsReleaseHealthBackend() def test_check_has_health_data(self) -> None: self.store_session( self.build_session( project_id=self.project.id, org_id=self.project.organization_id, status="e...
CheckHasHealthDataTestCase
python
coleifer__peewee
tests/fields.py
{ "start": 42337, "end": 43369 }
class ____(ModelTestCase): database = get_in_memory_db() requires = [UpperModel] def test_sql_function_db_value(self): # Verify that the db function is applied as part of an INSERT. um = UpperModel.create(name='huey') um_db = UpperModel.get(UpperModel.id == um.id) self.asser...
TestSQLFunctionDBValue
python
zarr-developers__zarr-python
tests/test_dtype_registry.py
{ "start": 746, "end": 8199 }
class ____: @staticmethod def test_register(data_type_registry_fixture: DataTypeRegistry) -> None: """ Test that registering a dtype in a data type registry works. """ data_type_registry_fixture.register(Bool._zarr_v3_name, Bool) assert data_type_registry_fixture.get(Bool...
TestRegistry
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_datastore.py
{ "start": 5578, "end": 6001 }
class ____: @mock.patch(HOOK_PATH) def test_execute(self, mock_hook): op = CloudDatastoreDeleteOperationOperator(task_id="test_task", gcp_conn_id=CONN_ID, name=TRANSACTION) op.execute({}) mock_hook.assert_called_once_with(gcp_conn_id=CONN_ID, impersonation_chain=None) mock_hook....
TestCloudDatastoreDeleteOperation
python
scipy__scipy
scipy/stats/_fit.py
{ "start": 1608, "end": 59867 }
class ____: r"""Result of fitting a discrete or continuous distribution to data Attributes ---------- params : namedtuple A namedtuple containing the maximum likelihood estimates of the shape parameters, location, and (if applicable) scale of the distribution. success : bool...
FitResult
python
realpython__materials
typer-cli-python/source_code_step_5/rptodo/rptodo.py
{ "start": 284, "end": 1238 }
class ____: def __init__(self, db_path: Path) -> None: self._db_handler = DatabaseHandler(db_path) def add(self, description: List[str], priority: int = 2) -> CurrentTodo: """Add a new to-do to the database.""" description_text = " ".join(description) if not description_text.end...
Todoer
python
pytest-dev__pytest
testing/test_collection.py
{ "start": 27576, "end": 32263 }
class ____: def test_check_collect_hashes(self, pytester: Pytester) -> None: p = pytester.makepyfile( """ def test_1(): pass def test_2(): pass """ ) shutil.copy(p, p.parent / (p.stem + "2" + ".py")) items, ...
Test_genitems
python
mlflow__mlflow
mlflow/store/artifact/databricks_artifact_repo_resources.py
{ "start": 6728, "end": 9005 }
class ____(_Resource): def get_credentials( self, cred_type: _CredentialType, paths: list[str] | None = None, page_token: str | None = None, ) -> tuple[list[ArtifactCredentialInfo], str | None]: api = GetCredentialsForRead if cred_type == _CredentialType.READ else GetCred...
_Run
python
kamyu104__LeetCode-Solutions
Python/strong-password-checker.py
{ "start": 29, "end": 1619 }
class ____(object): def strongPasswordChecker(self, s): """ :type s: str :rtype: int """ missing_type_cnt = 3 if any('a' <= c <= 'z' for c in s): missing_type_cnt -= 1 if any('A' <= c <= 'Z' for c in s): missing_type_cnt -= 1 if...
Solution
python
ray-project__ray
python/ray/data/_internal/datasource/tfrecords_datasource.py
{ "start": 15845, "end": 16653 }
class ____(AggregateFn): def __init__(self, columns: List[str]): self._columns = columns super().__init__( init=self._init, merge=self._merge, accumulate_row=self._accumulate_row, finalize=lambda a: a, name="max_list_size", ) d...
_MaxListSize
python
joke2k__faker
tests/providers/test_ssn.py
{ "start": 46877, "end": 47656 }
class ____(unittest.TestCase): def setUp(self): self.fake = Faker("uk_Ua") Faker.seed(0) self.provider = uk_Provider def test_ssn_len(self): assert len(self.fake.ssn()) == 10 def test_start_ssn(self): assert self.fake.ssn("21-06-1994")[:5] == "34505" def test_s...
TestUkUA
python
getsentry__sentry
src/sentry/testutils/cases.py
{ "start": 88776, "end": 90063 }
class ____(AcceptanceTestCase, SnubaTestCase): def setUp(self): self.now = datetime.now(UTC) super().setUp() self.drop_replays() patcher = mock.patch("django.utils.timezone.now", return_value=self.now) patcher.start() self.addCleanup(patcher.stop) def drop_replay...
ReplaysAcceptanceTestCase
python
tensorflow__tensorflow
tensorflow/python/autograph/tests/datasets_test.py
{ "start": 3219, "end": 5931 }
class ____(reference_test_base.TestCase): def setUp(self): super(ReferenceTest, self).setUp() self.ds = tf.data.Dataset.range(7) def test_dataset_no_vars_loop(self): self.assertFunctionMatchesEager(dataset_no_vars_loop, self.ds) def test_iterator_no_vars_loop(self): self.assertFunctionMatchesEa...
ReferenceTest
python
pypa__setuptools
setuptools/tests/test_wheel.py
{ "start": 4596, "end": 18721 }
class ____: def __init__(self, id, **kwargs) -> None: self._id = id self._fields = kwargs def __repr__(self) -> str: return f'{self._id}(**{self._fields!r})' # Using Any to avoid possible type union issues later in test # making a TypedDict is not worth in a test and anonymous/inline ...
Record
python
getsentry__sentry
tests/acceptance/test_create_project.py
{ "start": 374, "end": 2885 }
class ____(AcceptanceTestCase): def setUp(self) -> None: super().setUp() self.user = self.create_user("foo@example.com") self.org = self.create_organization(name="Rowdy Tiger", owner=self.user) self.login_as(self.user) self.path = f"/organizations/{self.org.slug}/projects/new...
CreateProjectTest
python
qdrant__qdrant-client
qdrant_client/embed/schema_parser.py
{ "start": 746, "end": 11846 }
class ____: """Model schema parser. Parses json schemas to retrieve paths to objects requiring inference. The parser is stateful, it accumulates the results of parsing in its internal structures. Attributes: _defs: definitions extracted from json schemas _recursive_refs: set of recursive r...
ModelSchemaParser
python
facebook__pyre-check
tools/generate_taint_models/tests/test_functions.py
{ "start": 717, "end": 926 }
class ____(TestClass): def __init__(self, x: int) -> None: ... all_functions = [ testA, testB, testC, testD, testE, TestClass.methodA, TestClass.methodB, ]
TestChildClassB
python
openai__openai-python
src/openai/types/eval_custom_data_source_config.py
{ "start": 267, "end": 589 }
class ____(BaseModel): schema_: Dict[str, object] = FieldInfo(alias="schema") """ The json schema for the run data source items. Learn how to build JSON schemas [here](https://json-schema.org/). """ type: Literal["custom"] """The type of data source. Always `custom`."""
EvalCustomDataSourceConfig
python
google__python-fire
fire/main_test.py
{ "start": 703, "end": 1398 }
class ____(testutils.BaseTestCase): """Tests to verify the behavior of __main__ (python -m fire).""" def testNameSetting(self): # Confirm one of the usage lines has the gettempdir member. with self.assertOutputMatches('gettempdir'): __main__.main(['__main__.py', 'tempfile']) def testArgPassing(sel...
MainModuleTest
python
walkccc__LeetCode
solutions/661. Image Smoother/661.py
{ "start": 0, "end": 462 }
class ____: def imageSmoother(self, M: list[list[int]]) -> list[list[int]]: m = len(M) n = len(M[0]) ans = [[0 for j in range(n)] for i in range(m)] for i in range(m): for j in range(n): ones = 0 count = 0 for y in range(max(0, i - 1), min(m, i + 2)): for x in ...
Solution
python
tensorflow__tensorflow
tensorflow/python/data/ops/take_op.py
{ "start": 1058, "end": 1673 }
class ____(dataset_ops.UnaryUnchangedStructureDataset): """A `Dataset` containing the first `count` elements from its input.""" def __init__(self, input_dataset, count, name=None): """See `Dataset.take()` for details.""" self._input_dataset = input_dataset self._count = ops.convert_to_tensor(count, dty...
_TakeDataset
python
python-pillow__Pillow
Tests/test_font_leaks.py
{ "start": 824, "end": 1284 }
class ____(TestTTypeFontLeak): # fails at iteration 37 in main iterations = 100 mem_limit = 1024 # k def test_leak(self) -> None: if features.check_module("freetype2"): ImageFont.core = _util.DeferredError(ImportError("Disabled for testing")) try: default_font =...
TestDefaultFontLeak
python
huggingface__transformers
src/transformers/models/qwen3_vl_moe/modeling_qwen3_vl_moe.py
{ "start": 17669, "end": 18781 }
class ____(nn.Module): def __init__(self, config): super().__init__() self.top_k = config.num_experts_per_tok self.num_experts = config.num_experts self.norm_topk_prob = config.norm_topk_prob self.hidden_dim = config.hidden_size self.weight = nn.Parameter(torch.zeros(...
Qwen3VLMoeTextTopKRouter
python
altair-viz__altair
altair/vegalite/v6/schema/core.py
{ "start": 433406, "end": 433598 }
class ____(Data): """Generator schema wrapper.""" _schema = {"$ref": "#/definitions/Generator"} def __init__(self, *args, **kwds): super().__init__(*args, **kwds)
Generator
python
tensorflow__tensorflow
tensorflow/lite/python/metrics/metrics_nonportable_test.py
{ "start": 14582, "end": 23692 }
class ____(test_util.TensorFlowTestCase, parameterized.TestCase): """Testing conversion error metric.""" def setUp(self): super(ConverterErrorMetricTest, self).setUp() # Mock metrics instance except errors so other test cases are not affected. mock_attempt = mock.create_...
ConverterErrorMetricTest
python
great-expectations__great_expectations
great_expectations/validator/validator.py
{ "start": 4597, "end": 64939 }
class ____: """Validator is the key object used to create Expectations, validate Expectations, and get Metrics for Expectations. Validators are used by Checkpoints to validate Expectations. Args: execution_engine: The Execution Engine to be used to perform validation. interactive_evaluatio...
Validator
python
django__django
tests/modeladmin/models.py
{ "start": 983, "end": 1708 }
class ____(models.Model): name = models.CharField(max_length=100) slug = models.SlugField() users = models.ManyToManyField(User) state = models.CharField( max_length=2, choices=(("CO", "Colorado"), ("WA", "Washington")) ) is_active = models.BooleanField(default=False) pub_date = mode...
ValidationTestModel
python
getsentry__sentry
tests/sentry/utils/sdk_crashes/test_sdk_crash_detection_cocoa.py
{ "start": 28572, "end": 28874 }
class ____( TestCase, CococaSDKFilenameTestMixin, CococaSDKFramesTestMixin, CococaSDKFunctionTestMixin ): def create_event(self, data, project_id, assert_no_errors=True): return self.store_event(data=data, project_id=project_id, assert_no_errors=assert_no_errors)
SDKCrashDetectionCocoaTest
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_cond_format10.py
{ "start": 315, "end": 1285 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("cond_format10.xlsx") def test_create_file(self): """Test the creation of a simple XlsxWriter file with conditional formatting.""" ...
TestCompareXLSXFiles
python
Pylons__pyramid
src/pyramid/exceptions.py
{ "start": 2950, "end": 3513 }
class ____(ConfigurationError): """Raised when a configuration conflict is detected during action processing""" def __init__(self, conflicts): self._conflicts = conflicts def __str__(self): r = ["Conflicting configuration actions"] for discriminator, infos in self._conflicts.it...
ConfigurationConflictError
python
numba__numba
numba/core/ssa.py
{ "start": 8714, "end": 8860 }
class ____: def __init__(self): raise NotImplementedError("Not intended for instantiation") target = ir.UNDEFINED
UndefinedVariable
python
pandas-dev__pandas
pandas/tests/tseries/offsets/test_custom_business_hour.py
{ "start": 999, "end": 12217 }
class ____: def test_constructor_errors(self): msg = "time data must be specified only with hour and minute" with pytest.raises(ValueError, match=msg): CustomBusinessHour(start=dt_time(11, 0, 5)) msg = "time data must match '%H:%M' format" with pytest.raises(ValueError, m...
TestCustomBusinessHour
python
ray-project__ray
python/ray/llm/_internal/serve/core/configs/openai_api_models.py
{ "start": 2522, "end": 2673 }
class ____(vLLMCompletionStreamResponse): model_config = ConfigDict(arbitrary_types_allowed=True) # TODO (Kourosh): Upstream
CompletionStreamResponse
python
pypa__warehouse
warehouse/oidc/models/gitlab.py
{ "start": 12155, "end": 15525 }
class ____(GitLabPublisherMixin, OIDCPublisher): __tablename__ = "gitlab_oidc_publishers" __mapper_args__ = {"polymorphic_identity": "gitlab_oidc_publishers"} __table_args__ = ( UniqueConstraint( "namespace", "project", "workflow_filepath", "environmen...
GitLabPublisher
python
django-extensions__django-extensions
tests/testapp/models.py
{ "start": 2300, "end": 2432 }
class ____(ActivatorModel): title = models.CharField(max_length=255) class Meta: app_label = "django_extensions"
Post
python
ray-project__ray
python/ray/serve/_private/logging_utils.py
{ "start": 3895, "end": 7641 }
class ____(TextFormatter): """Serve Logging Formatter The formatter will generate the log format on the fly based on the field of record. Optimized to pre-compute format strings and formatters for better performance. """ COMPONENT_LOG_FMT = f"%({SERVE_LOG_LEVEL_NAME})s %({SERVE_LOG_TIME})s {{{SERV...
ServeFormatter
python
pytorch__pytorch
test/dynamo/test_aot_autograd.py
{ "start": 1318, "end": 62835 }
class ____(torch._inductor.test_case.TestCase): def test_LSTM(self): # https://github.com/pytorch/torchdynamo/issues/1147 class Repro(torch.nn.Module): def __init__(self) -> None: super().__init__() self.self_mod_model_lstm_lstm = torch.nn.LSTM( ...
AotAutogradFallbackTests
python
pytorch__pytorch
test/cpp_extensions/open_registration_extension/torch_openreg/tests/test_streams.py
{ "start": 140, "end": 2509 }
class ____(TestCase): @skipIfTorchDynamo() def test_stream_create(self): stream = torch.Stream(device="openreg") self.assertEqual(stream.device_index, torch.openreg.current_device()) stream = torch.Stream(device="openreg:1") self.assertEqual(stream.device.type, "openreg") ...
TestStream
python
py-pdf__pypdf
pypdf/errors.py
{ "start": 839, "end": 959 }
class ____(PdfReadError): """Raised when there is an issue reading the stream of data in a PDF file."""
PdfStreamError
python
dabeaz-course__practical-python
Solutions/6_12/portfolio.py
{ "start": 16, "end": 722 }
class ____: def __init__(self, holdings): self._holdings = holdings def __iter__(self): return self._holdings.__iter__() def __len__(self): return len(self._holdings) def __getitem__(self, index): return self._holdings[index] def __contains__(self, name): ...
Portfolio
python
airbytehq__airbyte
airbyte-integrations/connectors/source-bing-ads/unit_tests/integrations/test_hourly_reports.py
{ "start": 63217, "end": 70502 }
class ____(HourlyReportsTestWithStateChangesAfterMigration): stream_name = "user_location_performance_report_hourly" report_file = "user_location_performance_report_hourly" records_number = 24 state_file = "hourly_reports_state" incremental_report_file = "user_location_performance_report_hourly_incr...
TestUserLocationPerformanceReportHourlyStream
python
modin-project__modin
asv_bench/benchmarks/scalability/scalability_benchmarks.py
{ "start": 1495, "end": 1986 }
class ____: param_names = ["shape", "cpus"] params = [ get_benchmark_shapes("TimeFromPandas"), [4, 16, 32], ] def setup(self, shape, cpus): self.data = pandas.DataFrame(gen_data("int", *shape, RAND_LOW, RAND_HIGH)) from modin.config import NPartitions NPartition...
TimeFromPandas
python
pytorch__pytorch
torch/_dynamo/source.py
{ "start": 8270, "end": 8653 }
class ____(Source): global_name: str def reconstruct(self, codegen: "PyCodegen") -> None: codegen.append_output(codegen.create_load_global(self.global_name, add=True)) def guard_source(self) -> GuardSource: return GuardSource.GLOBAL def name(self) -> str: return f"G[{repr(self...
GlobalSource
python
plotly__plotly.py
plotly/graph_objs/histogram/_insidetextfont.py
{ "start": 233, "end": 9946 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "histogram" _path_str = "histogram.insidetextfont" _valid_props = { "color", "family", "lineposition", "shadow", "size", "style", "textcase", "variant", "weight", } @prope...
Insidetextfont
python
django-debug-toolbar__django-debug-toolbar
debug_toolbar/panels/request.py
{ "start": 243, "end": 1991 }
class ____(Panel): """ A panel to display request variables (POST/GET, session, cookies). """ template = "debug_toolbar/panels/request.html" title = _("Request") @property def nav_subtitle(self): """ Show abbreviated name of view function as subtitle """ vi...
RequestPanel
python
huggingface__transformers
src/transformers/models/cpmant/modeling_cpmant.py
{ "start": 28514, "end": 32344 }
class ____(CpmAntPreTrainedModel, GenerationMixin): _tied_weights_keys = {"lm_head.weight": "cpmant.input_embedding.weight"} def __init__(self, config: CpmAntConfig): super().__init__(config) self.cpmant = CpmAntModel(config) # lm_head.weight is tied to cpmant.input_embedding.weight ...
CpmAntForCausalLM
python
tensorflow__tensorflow
tensorflow/lite/python/convert_test.py
{ "start": 9210, "end": 18463 }
class ____(test_util.TensorFlowTestCase): """Test the hint to stub functionality.""" def _getGraphOpTypes(self, graphdef, output_nodes): """Returns used op types in `graphdef` reachable from `output_nodes`. This is used to check that after the stub transformation the expected nodes are there. NOT...
ConvertTestOpHint
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/ruff/RUF009.py
{ "start": 3248, "end": 3339 }
class ____: @dataclass(frozen=True) class D: foo: int = 1 d: D = D() # OK
C
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 825238, "end": 826020 }
class ____(sgqlc.types.relay.Connection): """The connection type for OrganizationInvitation.""" __schema__ = github_schema __field_names__ = ("edges", "nodes", "page_info", "total_count") edges = sgqlc.types.Field(sgqlc.types.list_of("OrganizationInvitationEdge"), graphql_name="edges") """A list of...
OrganizationInvitationConnection
python
pytorch__pytorch
torch/_dynamo/variables/functions.py
{ "start": 109570, "end": 110139 }
class ____(VariableTracker): def call_function( self, tx: "InstructionTranslator", args: Sequence[VariableTracker], kwargs: dict[str, VariableTracker], ) -> VariableTracker: tensor = kwargs["tensor"] if "tensor" in kwargs else args[0] block_shape = kwargs["block_s...
CreateTMADescriptorStableVariable
python
ray-project__ray
rllib/examples/algorithms/classes/appo_w_shared_data_actor.py
{ "start": 200, "end": 839 }
class ____: """Simple example of an actor that's accessible from all other actors of an algo. Exposes remote APIs `put` and `get` to other actors for storing and retrieving arbitrary data. """ def __init__(self): self.storage = {} def get(self, key, delete: bool = False): valu...
SharedDataActor
python
celery__celery
t/unit/events/test_snapshot.py
{ "start": 332, "end": 2262 }
class ____: def setup_method(self): self.state = self.app.events.State() def test_constructor(self): x = Polaroid(self.state, app=self.app) assert x.app is self.app assert x.state is self.state assert x.freq assert x.cleanup_freq assert x.logger ...
test_Polaroid
python
getsentry__sentry
src/sentry/relocation/models/relocation.py
{ "start": 13201, "end": 14006 }
class ____(DefaultFieldsModelExisting): """ Represents a single Google CloudBuild validation run invocation, and tracks it over its lifetime. """ __relocation_scope__ = RelocationScope.Excluded relocation = FlexibleForeignKey("sentry.Relocation") relocation_validation = FlexibleForeignKey(...
RelocationValidationAttempt
python
jazzband__django-oauth-toolkit
tests/test_implicit.py
{ "start": 10264, "end": 18380 }
class ____(BaseTest): @classmethod def setUpTestData(cls): super().setUpTestData() cls.application.algorithm = Application.RS256_ALGORITHM cls.application.save() def test_id_token_post_auth_allow(self): """ Test authorization code is given for an allowed request with...
TestOpenIDConnectImplicitFlow
python
django-extensions__django-extensions
tests/testapp/models.py
{ "start": 8081, "end": 8398 }
class ____(models.Model): title = models.CharField(max_length=42) slug = AutoSlugField(populate_from="title", overwrite_on_add=False) class Meta: app_label = "django_extensions" def get_readable_title(instance): return "The title is {}".format(instance.title)
SluggedTestNoOverwriteOnAddModel
python
realpython__materials
python-313/docstrings.py
{ "start": 44, "end": 273 }
class ____: """Model a person with a name, location, and Python version.""" name: str place: str version: str print(Person.__doc__) print(len(dataclasses.replace.__doc__)) print(dataclasses.replace.__doc__)
Person
python
rq__rq
tests/test_callbacks.py
{ "start": 4402, "end": 7702 }
class ____(RQTestCase): def test_success_callback(self): """Test success callback is executed only when job is successful""" queue = Queue(is_async=False, connection=self.connection) job = queue.enqueue(say_hello, on_success=save_result) self.assertEqual(job.get_status(), JobStatus....
SyncJobCallback
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 219698, "end": 220158 }
class ____(sgqlc.types.Input): """Autogenerated input type of DeleteRef""" __schema__ = github_schema __field_names__ = ("ref_id", "client_mutation_id") ref_id = sgqlc.types.Field(sgqlc.types.non_null(ID), graphql_name="refId") """The Node ID of the Ref to be deleted.""" client_mutation_id = s...
DeleteRefInput
python
davidhalter__jedi
test/refactor/extract_function.py
{ "start": 7579, "end": 7993 }
class ____: # ha def g(self): pass # haha def ab(self, b): #foo local1 = 3 local2 = 4 x= self.g() or self.f(b) ^ glob1 & b is local1 return x def f(self, b, c): #? 11 text {'new_name': 'ab', 'until_line': 12, 'until_column': 28} x = self.ab(b...
X
python
pytorch__pytorch
test/dynamo/test_backward_higher_order_ops.py
{ "start": 5880, "end": 9296 }
class ____(torch.nn.Module): def forward(self, L_inputs_ : list, s69: "Sym(s21)", L_sizes_0_: "f32[0, s21]"): l_inputs_ = L_inputs_ l_sizes_0_ = L_sizes_0_ getitem: "f32[s21]" = l_inputs_[0] getitem_1: "f32[s21]" = l_inputs_[1] getitem_2: "f32[s21]" = l_inputs_[2]; l_inputs...
GraphModule
python
getsentry__responses
responses/tests/test_responses.py
{ "start": 73005, "end": 74199 }
class ____: """Test to validate that multiple decorators could be applied. Ensures that we can call one function that is wrapped with ``responses.activate`` decorator from within another wrapped function. Validates that mock patch is not leaked to other tests. For more detail refer to https://gith...
TestMultipleWrappers
python
bokeh__bokeh
src/bokeh/models/glyphs.py
{ "start": 36842, "end": 37870 }
class ____(LRTBGlyph): ''' Render axis-aligned quads. ''' # explicit __init__ to support Init signatures def __init__(self, *args: Any, **kwargs: Any) -> None: super().__init__(*args, **kwargs) __example__ = "examples/reference/models/Quad.py" _args = ('left', 'right', 'top', 'bottom...
Quad
python
realpython__materials
python-313/replace.py
{ "start": 595, "end": 1638 }
class ____: def __init__(self, name, **items): print(f"Initializing {name} with {items}") self.name = name self.items = items def __replace__(self, **kwargs): """.__replace__() is called by copy.replace()""" if "name" in kwargs: raise ValueError("'name' can't...
NamedContainer
python
walkccc__LeetCode
solutions/286. Walls and Gates/286.py
{ "start": 0, "end": 632 }
class ____: def wallsAndGates(self, rooms: list[list[int]]) -> None: DIRS = ((0, 1), (1, 0), (0, -1), (-1, 0)) INF = 2**31 - 1 m = len(rooms) n = len(rooms[0]) q = collections.deque((i, j) for i in range(m) for j in range(n) ...
Solution
python
doocs__leetcode
solution/3200-3299/3223.Minimum Length of String After Operations/Solution.py
{ "start": 0, "end": 145 }
class ____: def minimumLength(self, s: str) -> int: cnt = Counter(s) return sum(1 if x & 1 else 2 for x in cnt.values())
Solution
python
docker__docker-py
tests/integration/api_image_test.py
{ "start": 11528, "end": 12227 }
class ____(BaseAPIIntegrationTest): @requires_api_version('1.23') def test_get_image_load_image(self): with tempfile.TemporaryFile() as f: stream = self.client.get_image(TEST_IMG) for chunk in stream: f.write(chunk) f.seek(0) result = self...
SaveLoadImagesTest
python
walkccc__LeetCode
solutions/640. Solve the Equation/640.py
{ "start": 0, "end": 1041 }
class ____: def solveEquation(self, equation: str) -> str: def calculate(s: str) -> tuple: coefficient = 0 constant = 0 num = 0 sign = 1 for i, c in enumerate(s): if c.isdigit(): num = num * 10 + int(c) elif c in '+-': constant += sign * num ...
Solution
python
plotly__plotly.py
plotly/graph_objs/histogram/_error_y.py
{ "start": 233, "end": 14397 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "histogram" _path_str = "histogram.error_y" _valid_props = { "array", "arrayminus", "arrayminussrc", "arraysrc", "color", "symmetric", "thickness", "traceref", "tracerefminus", ...
ErrorY
python
pydantic__pydantic
pydantic/warnings.py
{ "start": 512, "end": 1951 }
class ____(DeprecationWarning): """A Pydantic specific deprecation warning. This warning is raised when using deprecated functionality in Pydantic. It provides information on when the deprecation was introduced and the expected version in which the corresponding functionality will be removed. Attribut...
PydanticDeprecationWarning
python
great-expectations__great_expectations
great_expectations/exceptions/resource_freshness.py
{ "start": 941, "end": 1024 }
class ____(GreatExpectationsAggregateError): pass
ResourceFreshnessAggregateError
python
run-llama__llama_index
llama-index-core/tests/program/test_streaming_utils.py
{ "start": 382, "end": 486 }
class ____(BaseModel): """Test joke model.""" setup: str punchline: Optional[str] = None
Joke
python
altair-viz__altair
tools/schemapi/utils.py
{ "start": 32248, "end": 33083 }
class ____(Generic[T]): """ Simple group-by like utility. Intended for consuming an iterator in full, splitting into true/false cases. Parameters ---------- iterable Elements to divide into two groups. predicate Function to classify each element. Attributes -------...
Grouped
python
tensorflow__tensorflow
ci/official/utilities/extract_resultstore_links.py
{ "start": 1422, "end": 11184 }
class ____: tests_failed = 'tests_failed' build_failed = 'build_failed' passed = 'passed' def parse_args() -> argparse.Namespace: """Parses the commandline args.""" parser = argparse.ArgumentParser( description='Extracts ResultStore links from a build log.\n' 'These can be then print...
InvokeStatus
python
bokeh__bokeh
tests/unit/bokeh/core/property/test_data_frame.py
{ "start": 2913, "end": 3783 }
class ____: def test_valid(self) -> None: prop = bcpp.EagerSeries() assert prop.is_valid(pd.Series(dtype='float64')) def test_valid_polars(self) -> None: polars = pytest.importorskip('polars') prop = bcpp.EagerSeries() assert prop.is_valid(polars.Series()) def test_...
Test_EagerSeries