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python
pytorch__pytorch
torch/distributions/relaxed_categorical.py
{ "start": 552, "end": 3825 }
class ____(Distribution): r""" Creates a ExpRelaxedCategorical parameterized by :attr:`temperature`, and either :attr:`probs` or :attr:`logits` (but not both). Returns the log of a point in the simplex. Based on the interface to :class:`OneHotCategorical`. Implementation based on [1]. See ...
ExpRelaxedCategorical
python
PyCQA__pylint
tests/functional/n/none_dunder_protocols.py
{ "start": 435, "end": 507 }
class ____(metaclass=MetaContainer): __iter__ = None
NonContainerClass
python
spack__spack
var/spack/test_repos/spack_repo/builtin_mock/packages/nosource_bundle/package.py
{ "start": 223, "end": 411 }
class ____(BundlePackage): """Simple bundle package with one dependency""" homepage = "http://www.example.com" version("1.0") depends_on("dependency-install")
NosourceBundle
python
getsentry__sentry
src/sentry/preprod/api/models/project_preprod_build_details_models.py
{ "start": 1910, "end": 2282 }
class ____(BaseModel): state: Literal[PreprodArtifactSizeMetrics.SizeAnalysisState.COMPLETED] = ( PreprodArtifactSizeMetrics.SizeAnalysisState.COMPLETED ) # Deprecated, use size_metrics instead install_size_bytes: int # Deprecated, use size_metrics instead download_size_bytes: int si...
SizeInfoCompleted
python
sphinx-doc__sphinx
sphinx/builders/latex/transforms.py
{ "start": 16475, "end": 17376 }
class ____(SphinxPostTransform): """Replace pending_xref nodes for citation by citation_reference. To handle citation reference easily on LaTeX writer, this converts pending_xref nodes to citation_reference. """ default_priority = 5 # before ReferencesResolver formats = ('latex',) def ru...
CitationReferenceTransform
python
pytorch__pytorch
test/dynamo/cpython/3_13/test_heapq.py
{ "start": 10979, "end": 11123 }
class ____(_TestHeap, __TestCase): module = c_heapq #==============================================================================
TestHeapC
python
RaRe-Technologies__gensim
gensim/models/callbacks.py
{ "start": 5406, "end": 9093 }
class ____(Metric): """Metric class for coherence evaluation. See Also -------- :class:`~gensim.models.coherencemodel.CoherenceModel` """ def __init__(self, corpus=None, texts=None, dictionary=None, coherence=None, window_size=None, topn=10, logger=None, viz_env=None, title=No...
CoherenceMetric
python
jazzband__django-polymorphic
src/polymorphic/admin/inlines.py
{ "start": 9983, "end": 10291 }
class ____(PolymorphicInlineModelAdmin): """ Stacked inline for django-polymorphic models. Since tabular doesn't make much sense with changed fields, just offer this one. """ #: The default template to use. template = "admin/polymorphic/edit_inline/stacked.html"
StackedPolymorphicInline
python
Pylons__pyramid
tests/test_scripts/dummy.py
{ "start": 881, "end": 962 }
class ____: def __init__(self): self.registry = dummy_registry
DummyApp
python
pytorch__pytorch
test/distributed/test_symmetric_memory.py
{ "start": 1885, "end": 10713 }
class ____(MultiProcContinuousTest): @property def device(self) -> torch.device: return torch.device(device_type, self.rank) def _init_process(self): torch.cuda.set_device(self.device) torch.manual_seed(42 + self.rank) def test_has_multicast_support(self) -> None: # val...
SymmetricMemoryTest
python
apache__airflow
providers/google/tests/unit/google/cloud/links/test_managed_kafka.py
{ "start": 2990, "end": 3320 }
class ____: def test_class_attributes(self): assert ApacheKafkaTopicLink.key == EXPECTED_MANAGED_KAFKA_TOPIC_LINK_KEY assert ApacheKafkaTopicLink.name == EXPECTED_MANAGED_KAFKA_TOPIC_LINK_NAME assert ApacheKafkaTopicLink.format_str == EXPECTED_MANAGED_KAFKA_TOPIC_LINK_FORMAT_STR
TestApacheKafkaTopicLink
python
django__django
django/contrib/admin/templatetags/log.py
{ "start": 61, "end": 2030 }
class ____(template.Node): def __init__(self, limit, varname, user): self.limit = limit self.varname = varname self.user = user def __repr__(self): return "<GetAdminLog Node>" def render(self, context): entries = context["log_entries"] if self.user is not No...
AdminLogNode
python
django__django
django/db/models/functions/math.py
{ "start": 394, "end": 491 }
class ____(NumericOutputFieldMixin, Transform): function = "ACOS" lookup_name = "acos"
ACos
python
skorch-dev__skorch
skorch/tests/callbacks/test_lr_scheduler.py
{ "start": 671, "end": 9743 }
class ____: @pytest.mark.parametrize('policy', [StepLR, 'StepLR']) def test_simulate_lrs_epoch_step(self, policy): lr_sch = LRScheduler(policy, step_size=2) lrs = lr_sch.simulate(6, 1) expected = np.array([1.0, 1.0, 0.1, 0.1, 0.01, 0.01]) assert np.allclose(expected, lrs) @...
TestLRCallbacks
python
coleifer__peewee
playhouse/sqliteq.py
{ "start": 10392, "end": 10819 }
class ____(ThreadHelper): __slots__ = () def event(self): return GEvent() def queue(self, max_size=None): max_size = max_size if max_size is not None else self.queue_max_size return GQueue(maxsize=max_size or 0) def thread(self, fn, *args, **kwargs): def wrap(*a, **k): ...
GreenletHelper
python
apache__airflow
providers/oracle/tests/unit/oracle/operators/test_oracle.py
{ "start": 1161, "end": 3531 }
class ____: @mock.patch.object(OracleHook, "run", autospec=OracleHook.run) def test_execute(self, mock_run): procedure = "test" oracle_conn_id = "oracle_default" parameters = {"parameter": "value"} context = "test_context" task_id = "test_task_id" operator = Orac...
TestOracleStoredProcedureOperator
python
doocs__leetcode
solution/0800-0899/0845.Longest Mountain in Array/Solution.py
{ "start": 0, "end": 460 }
class ____: def longestMountain(self, arr: List[int]) -> int: n = len(arr) f = [1] * n g = [1] * n for i in range(1, n): if arr[i] > arr[i - 1]: f[i] = f[i - 1] + 1 ans = 0 for i in range(n - 2, -1, -1): if arr[i] > arr[i + 1]: ...
Solution
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/triggers/gcs.py
{ "start": 4562, "end": 8992 }
class ____(BaseTrigger): """ A trigger that makes an async call to GCS to check whether the object is updated in a bucket. :param bucket: google cloud storage bucket name cloud storage where the objects are residing. :param object_name: the file or folder present in the bucket :param target_date: c...
GCSCheckBlobUpdateTimeTrigger
python
pytorch__pytorch
torch/nn/modules/loss.py
{ "start": 43572, "end": 47823 }
class ____(_Loss): r"""Creates a criterion that uses a squared term if the absolute element-wise error falls below beta and an L1 term otherwise. It is less sensitive to outliers than :class:`torch.nn.MSELoss` and in some cases prevents exploding gradients (e.g. see the paper `Fast R-CNN`_ by Ross Girsh...
SmoothL1Loss
python
joerick__pyinstrument
pyinstrument/renderers/speedscope.py
{ "start": 3075, "end": 8606 }
class ____(FrameRenderer): """ Outputs a tree of JSON conforming to the speedscope schema documented at wiki: https://github.com/jlfwong/speedscope/wiki/Importing-from-custom-sources schema: https://www.speedscope.app/file-format-schema.json spec: https://github.com/jlfwong/speedscope/blob/main/src...
SpeedscopeRenderer
python
simonw__datasette
datasette/views/special.py
{ "start": 18302, "end": 19354 }
class ____(BaseView): name = "permission_check" has_json_alternate = False async def get(self, request): await self.ds.ensure_permission(action="permissions-debug", actor=request.actor) as_format = request.url_vars.get("format") if not as_format: return await self.rende...
PermissionCheckView
python
pypa__setuptools
setuptools/tests/config/test_setupcfg.py
{ "start": 496, "end": 2046 }
class ____(ConfigHandler[Target]): """Erroneous handler. Fails to implement required methods.""" section_prefix = "**err**" def make_package_dir(name, base_dir, ns=False): dir_package = base_dir for dir_name in name.split('/'): dir_package = dir_package.mkdir(dir_name) init_file = None ...
ErrConfigHandler
python
huggingface__transformers
tests/models/siglip2/test_modeling_siglip2.py
{ "start": 6770, "end": 10235 }
class ____: def __init__( self, parent, batch_size=12, num_patches=16, image_num_patches=24, patch_size=2, num_channels=3, is_training=True, hidden_size=64, num_hidden_layers=2, num_attention_heads=4, intermediate_size=3...
Siglip2VisionModelTester
python
django__django
tests/admin_autodiscover/models.py
{ "start": 31, "end": 102 }
class ____(models.Model): title = models.CharField(max_length=10)
Story
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/roots/mutation.py
{ "start": 22097, "end": 22513 }
class ____(graphene.Union): """The output from shutting down a code location server.""" class Meta: types = ( GrapheneShutdownRepositoryLocationSuccess, GrapheneRepositoryLocationNotFound, GrapheneUnauthorizedError, GraphenePythonError, ) ...
GrapheneShutdownRepositoryLocationMutationResult
python
apache__airflow
task-sdk/src/airflow/sdk/api/datamodels/_generated.py
{ "start": 8980, "end": 9153 }
class ____(BaseModel): """ Response for task breadcrumbs. """ breadcrumbs: Annotated[list[dict[str, Any]], Field(title="Breadcrumbs")]
TaskBreadcrumbsResponse
python
getsentry__sentry
src/sentry/integrations/messaging/spec.py
{ "start": 7277, "end": 9495 }
class ____(DefaultActionHandler): def __init__(self, spec: MessagingIntegrationSpec): super().__init__() self._spec = spec @property def provider(self) -> str: return self._spec.provider_slug def send_alert( self, action: AlertRuleTriggerAction, incident...
MessagingActionHandler
python
sqlalchemy__sqlalchemy
test/aaa_profiling/test_orm.py
{ "start": 19939, "end": 24542 }
class ____(NoCache, fixtures.MappedTest): __requires__ = ("python_profiling_backend",) __backend__ = True @classmethod def define_tables(cls, metadata): def make_some_columns(): return [Column("c%d" % i, Integer) for i in range(10)] Table( "a", metad...
JoinedEagerLoadTest
python
numba__numba
numba/tests/test_tuples.py
{ "start": 18191, "end": 19119 }
class ____(TestCase): """ Test implicit conversions between tuple types. """ def check_conversion(self, fromty, toty, val): pyfunc = identity cfunc = njit(toty(fromty))(pyfunc) res = cfunc(val) self.assertEqual(res, val) def test_conversions(self): check = s...
TestConversions
python
doocs__leetcode
solution/0300-0399/0340.Longest Substring with At Most K Distinct Characters/Solution.py
{ "start": 0, "end": 348 }
class ____: def lengthOfLongestSubstringKDistinct(self, s: str, k: int) -> int: l = 0 cnt = Counter() for c in s: cnt[c] += 1 if len(cnt) > k: cnt[s[l]] -= 1 if cnt[s[l]] == 0: del cnt[s[l]] l += 1 ...
Solution
python
huggingface__transformers
src/transformers/models/bros/modeling_bros.py
{ "start": 3808, "end": 4377 }
class ____(nn.Module): def __init__(self, config): super().__init__() self.bbox_sinusoid_emb = BrosPositionalEmbedding2D(config) self.bbox_projection = nn.Linear(config.dim_bbox_sinusoid_emb_2d, config.dim_bbox_projection, bias=False) def forward(self, bbox: torch.Tensor): bbox_...
BrosBboxEmbeddings
python
pytorch__pytorch
test/torch_np/numpy_tests/core/test_numeric.py
{ "start": 45611, "end": 48839 }
class ____(TestCase): def test_array_equal(self): res = np.array_equal(np.array([1, 2]), np.array([1, 2])) assert_(res) assert_(type(res) is bool) res = np.array_equal(np.array([1, 2]), np.array([1, 2, 3])) assert_(not res) assert_(type(res) is bool) res = np....
TestArrayComparisons
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_hyperlink27.py
{ "start": 315, "end": 991 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("hyperlink27.xlsx") def test_create_file(self): """Test the creation of a simple XlsxWriter file with hyperlinks.""" workbook = Wor...
TestCompareXLSXFiles
python
matplotlib__matplotlib
lib/matplotlib/_api/__init__.py
{ "start": 887, "end": 969 }
class ____: def __repr__(self): return "<UNSET>" UNSET = _Unset()
_Unset
python
jazzband__django-simple-history
simple_history/tests/tests/test_models.py
{ "start": 41229, "end": 44605 }
class ____(unittest.TestCase): @staticmethod def create_history_model(model, inherited): custom_model_name_prefix = f"Mock{HistoricalRecords.DEFAULT_MODEL_NAME_PREFIX}" records = HistoricalRecords( # Provide a custom history model name, to prevent name collisions # with e...
CreateHistoryModelTests
python
python__mypy
mypyc/irbuild/prepare.py
{ "start": 30611, "end": 35925 }
class ____(NamedTuple): singledispatch_func: FuncDef dispatch_type: TypeInfo def get_singledispatch_register_call_info( decorator: Expression, func: FuncDef ) -> RegisteredImpl | None: # @fun.register(complex) # def g(arg): ... if ( isinstance(decorator, CallExpr) and len(decor...
RegisteredImpl
python
Pylons__pyramid
src/pyramid/httpexceptions.py
{ "start": 13344, "end": 13688 }
class ____(HTTPSuccessful): """ subclass of :class:`~HTTPSuccessful` This indicates that the request has been accepted for processing, but the processing has not been completed. code: 202, title: Accepted """ code = 202 title = 'Accepted' explanation = 'The request is accepted for...
HTTPAccepted
python
mlflow__mlflow
mlflow/models/evaluation/artifacts.py
{ "start": 413, "end": 846 }
class ____(EvaluationArtifact): def _save(self, output_artifact_path): self._content.save(output_artifact_path) def _load_content_from_file(self, local_artifact_path): from PIL.Image import open as open_image self._content = open_image(local_artifact_path) self._content.load() ...
ImageEvaluationArtifact
python
walkccc__LeetCode
solutions/304. Range Sum Query 2D - Immutable/304.py
{ "start": 0, "end": 671 }
class ____: def __init__(self, matrix: list[list[int]]): if not matrix: return m = len(matrix) n = len(matrix[0]) # prefix[i][j] := the sum of matrix[0..i)[0..j) self.prefix = [[0] * (n + 1) for _ in range(m + 1)] for i in range(m): for j in range(n): self.prefix[i + 1][j...
NumMatrix
python
coleifer__peewee
tests/db_tests.py
{ "start": 13473, "end": 14348 }
class ____(BaseTestCase): def test_deferred_database(self): deferred_db = SqliteDatabase(None) self.assertTrue(deferred_db.deferred) class DeferredModel(Model): class Meta: database = deferred_db self.assertRaises(Exception, deferred_db.connect) ...
TestDeferredDatabase
python
doocs__leetcode
solution/3500-3599/3539.Find Sum of Array Product of Magical Sequences/Solution.py
{ "start": 232, "end": 971 }
class ____: def magicalSum(self, m: int, k: int, nums: List[int]) -> int: @cache def dfs(i: int, j: int, k: int, st: int) -> int: if k < 0 or (i == len(nums) and j > 0): return 0 if i == len(nums): while st: k -= st & 1 ...
Solution
python
numba__numba
numba/tests/test_hashing.py
{ "start": 5554, "end": 8037 }
class ____(TestCase): def setUp(self): self.cfunc = jit(nopython=True)(hash_usecase) def check_hash_values(self, values): cfunc = self.cfunc for val in list(values): nb_hash = cfunc(val) self.assertIsInstance(nb_hash, int) try: self.a...
BaseTest
python
ray-project__ray
python/ray/autoscaler/v2/metrics_reporter.py
{ "start": 403, "end": 4423 }
class ____: def __init__(self, prom_metrics: AutoscalerPrometheusMetrics) -> None: self._prom_metrics = prom_metrics def report_instances( self, instances: List[IMInstance], node_type_configs: Dict[NodeType, NodeTypeConfig], ): """ Record autoscaler metrics f...
AutoscalerMetricsReporter
python
Farama-Foundation__Gymnasium
tests/utils/test_play.py
{ "start": 830, "end": 7625 }
class ____: def __init__(self, callback: Callable): self.data_callback = callback self.cumulative_reward = 0 self.last_observation = None def callback(self, obs_t, obs_tp1, action, rew, terminated, truncated, info): _, obs_tp1, _, rew, _, _, _ = self.data_callback( o...
PlayStatus
python
celery__celery
t/unit/worker/test_consumer.py
{ "start": 30075, "end": 32072 }
class ____(ConsumerTestCase): def test_perform_pending_operations_all_success(self): """ Test that all pending operations are processed successfully when `once=False`. """ c = self.get_consumer(no_hub=True) # Create mock operations mock_operation_1 = Mock() ...
test_Consumer_PerformPendingOperations
python
dateutil__dateutil
tests/test_tz.py
{ "start": 48522, "end": 59540 }
class ____(unittest.TestCase, TzFoldMixin): # POSIX string indicating change to summer time on the 2nd Sunday in March # at 2AM, and ending the 1st Sunday in November at 2AM. (valid >= 2007) TZ_EST = 'EST+5EDT,M3.2.0/2,M11.1.0/2' # POSIX string for AEST/AEDT (valid >= 2008) TZ_AEST = 'AEST-10AEDT,M...
TZStrTest
python
tensorflow__tensorflow
tensorflow/python/ops/variables.py
{ "start": 3496, "end": 5160 }
class ____(enum.Enum): """Indicates how a distributed variable will be aggregated. `tf.distribute.Strategy` distributes a model by making multiple copies (called "replicas") acting on different elements of the input batch in a data parallel model. When performing some variable-update operation, for example `...
VariableAggregationV2
python
weaviate__weaviate-python-client
weaviate/rbac/models.py
{ "start": 5184, "end": 5506 }
class ____(str, _Action, Enum): CREATE = "create_replicate" READ = "read_replicate" UPDATE = "update_replicate" DELETE = "delete_replicate" @staticmethod def values() -> List[str]: return [action.value for action in ReplicateAction] ActionT = TypeVar("ActionT", bound=Enum)
ReplicateAction
python
openai__openai-python
src/openai/types/chat/chat_completion_function_message_param.py
{ "start": 262, "end": 591 }
class ____(TypedDict, total=False): content: Required[Optional[str]] """The contents of the function message.""" name: Required[str] """The name of the function to call.""" role: Required[Literal["function"]] """The role of the messages author, in this case `function`."""
ChatCompletionFunctionMessageParam
python
great-expectations__great_expectations
tests/core/test__docs_decorators.py
{ "start": 18922, "end": 19383 }
class ____: """Docstring summary. Longer description. Args: some_arg: some_arg description. other_arg: other_arg description. """ def __init__(self, some_arg, other_arg) -> None: self.some_arg = some_arg self.other_arg = other_arg @deprecated_method_or_class(vers...
_ClassFullDocstringPublicAPI
python
huggingface__transformers
src/transformers/models/got_ocr2/convert_got_ocr2_weights_to_hf.py
{ "start": 6149, "end": 9642 }
class ____(TikTokenConverter): def __init__( self, vocab_file, special_tokens: list[str], pattern: str, model_max_length: int, chat_template: Optional[str] = None, **kwargs, ): super().__init__(vocab_file, pattern=pattern) self.additional_s...
GotOcr2Converter
python
apache__airflow
airflow-core/tests/unit/utils/log/test_log_reader.py
{ "start": 1822, "end": 16201 }
class ____: DAG_ID = "dag_log_reader" TASK_ID = "task_log_reader" DEFAULT_DATE = timezone.datetime(2017, 9, 1) FILENAME_TEMPLATE = "{{ ti.dag_id }}/{{ ti.task_id }}/{{ ts | replace(':', '.') }}/{{ try_number }}.log" @pytest.fixture(autouse=True) def log_dir(self): with tempfile.Temporar...
TestLogView
python
gabrielfalcao__HTTPretty
httpretty/core.py
{ "start": 37526, "end": 41758 }
class ____(BaseClass): """Internal representation of `URIs <https://en.wikipedia.org/wiki/Uniform_Resource_Identifier>`_ .. tip:: all arguments are optional :param username: :param password: :param hostname: :param port: :param path: :param query: :param fragment: :param scheme...
URIInfo
python
getsentry__sentry
src/sentry/users/api/bases/user.py
{ "start": 3955, "end": 4889 }
class ____(Endpoint): """ The base endpoint for APIs that deal with Users. Inherit from this class to get permission checks and to automatically convert user ID "me" to the currently logged in user's ID. """ permission_classes: tuple[type[BasePermission], ...] = (UserPermission,) def conve...
UserEndpoint
python
dagster-io__dagster
python_modules/libraries/dagster-dg-core/dagster_dg_core/config.py
{ "start": 21406, "end": 21622 }
class ____: """Record for errors encountered during Dg config validation.""" @property @abstractmethod def message(self) -> str: """The error message to display.""" @record
_DgConfigErrorRecord
python
getsentry__sentry
tests/sentry/models/test_groupassignee.py
{ "start": 704, "end": 15648 }
class ____(TestCase): def test_constraints(self) -> None: # Can't both be assigned with pytest.raises(AssertionError): GroupAssignee.objects.create( group=self.group, project=self.group.project, user_id=self.user.id, team=self.team ) # Can't have nobo...
GroupAssigneeTestCase
python
anthropics__anthropic-sdk-python
src/anthropic/types/beta/beta_code_execution_output_block_param.py
{ "start": 233, "end": 379 }
class ____(TypedDict, total=False): file_id: Required[str] type: Required[Literal["code_execution_output"]]
BetaCodeExecutionOutputBlockParam
python
plotly__plotly.py
plotly/graph_objs/mesh3d/_lighting.py
{ "start": 233, "end": 7753 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "mesh3d" _path_str = "mesh3d.lighting" _valid_props = { "ambient", "diffuse", "facenormalsepsilon", "fresnel", "roughness", "specular", "vertexnormalsepsilon", } @property def ambient...
Lighting
python
wandb__wandb
wandb/vendor/pygments/lexer.py
{ "start": 29818, "end": 31054 }
class ____(RegexLexer): """Drop-in replacement for RegexLexer that does profiling of its regexes.""" _prof_data = [] _prof_sort_index = 4 # defaults to time per call def get_tokens_unprocessed(self, text, stack=('root',)): # this needs to be a stack, since using(this) will produce nested call...
ProfilingRegexLexer
python
astropy__astropy
astropy/io/votable/exceptions.py
{ "start": 31518, "end": 31786 }
class ____(VOTableSpecWarning): """The root element should specify a namespace. The ``VOTABLE`` namespace is:: http://www.ivoa.net/xml/VOTable/vX.X where "X.X" is the version number. """ message_template = "No XML namespace specified"
W42
python
kamyu104__LeetCode-Solutions
Python/range-addition.py
{ "start": 33, "end": 509 }
class ____(object): def getModifiedArray(self, length, updates): """ :type length: int :type updates: List[List[int]] :rtype: List[int] """ result = [0] * length for update in updates: result[update[0]] += update[2] if update[1]+1 < len...
Solution
python
PrefectHQ__prefect
tests/server/models/test_task_runs.py
{ "start": 25720, "end": 27452 }
class ____: async def test_delete_task_run(self, task_run, session): assert await models.task_runs.delete_task_run( session=session, task_run_id=task_run.id ) # make sure the task run is deleted assert ( await models.task_runs.read_task_run( s...
TestDeleteTaskRun
python
kamyu104__LeetCode-Solutions
Python/minimum-operations-to-make-numbers-non-positive.py
{ "start": 57, "end": 681 }
class ____(object): def minOperations(self, nums, x, y): """ :type nums: List[int] :type x: int :type y: int :rtype: int """ def ceil_divide(a, b): return (a+b-1)//b def check(total): return sum(ceil_divide(max(v-min(ceil_divid...
Solution
python
HypothesisWorks__hypothesis
hypothesis-python/tests/cover/test_stateful.py
{ "start": 4545, "end": 5686 }
class ____(RuleBasedStateMachine): b1 = Bundle("b1") b2 = Bundle("b2") def __init__(self): self.created_counter = 0 self.consumed_counter = 0 super().__init__() @invariant() def bundle_length(self): assert len(self.bundle("b1")) == self.created_counter - self.consum...
MachineWithConsumingRule
python
huggingface__transformers
tests/models/bit/test_image_processing_bit.py
{ "start": 1050, "end": 3252 }
class ____: def __init__( self, parent, batch_size=7, num_channels=3, image_size=18, min_resolution=30, max_resolution=400, do_resize=True, size=None, do_center_crop=True, crop_size=None, do_normalize=True, image...
BitImageProcessingTester
python
mlflow__mlflow
mlflow/genai/scheduled_scorers.py
{ "start": 348, "end": 3649 }
class ____: """ A scheduled scorer configuration for automated monitoring of generative AI applications. Scheduled scorers are used to automatically evaluate traces logged to MLflow experiments by production applications. They are part of `Databricks Lakehouse Monitoring for GenAI <https://docs.dat...
ScorerScheduleConfig
python
numba__numba
numba/core/typing/builtins.py
{ "start": 10309, "end": 10511 }
class ____(BinOp): cases = [signature(types.boolean, types.boolean, types.boolean)] cases += list(integer_binop_cases) unsafe_casting = False @infer_global(operator.and_)
BitwiseLogicOperation
python
ray-project__ray
python/ray/data/datasource/file_based_datasource.py
{ "start": 2547, "end": 18370 }
class ____(Datasource): """File-based datasource for reading files. Don't use this class directly. Instead, subclass it and implement `_read_stream()`. """ # If `_WRITE_FILE_PER_ROW` is `True`, this datasource calls `_write_row` and writes # each row to a file. Otherwise, this datasource calls `_w...
FileBasedDatasource
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 83455, "end": 84020 }
class ____(sgqlc.types.Enum): """The reasons a piece of content can be reported or minimized. Enumeration Choices: * `ABUSE`: An abusive or harassing piece of content * `DUPLICATE`: A duplicated piece of content * `OFF_TOPIC`: An irrelevant piece of content * `OUTDATED`: An outdated piece of c...
ReportedContentClassifiers
python
getsentry__sentry
src/sentry/grouping/fingerprinting/rules.py
{ "start": 530, "end": 1067 }
class ____(TypedDict): # Each matcher is a list of [<name of event attribute to match>, <value to match>] matchers: list[list[str]] fingerprint: list[str] attributes: NotRequired[FingerprintRuleAttributes] is_builtin: NotRequired[bool] # This is just `FingerprintRuleConfig` with an extra `text` en...
FingerprintRuleConfig
python
scipy__scipy
scipy/special/tests/test_erfinv.py
{ "start": 119, "end": 3059 }
class ____: def test_compliment(self): # Test erfcinv(1 - x) == erfinv(x) x = np.linspace(-1, 1, 101) assert_allclose(sc.erfcinv(1 - x), sc.erfinv(x), rtol=0, atol=1e-15) def test_literal_values(self): # The expected values were calculated with mpmath: # # impo...
TestInverseErrorFunction
python
langchain-ai__langchain
libs/langchain/langchain_classic/chains/sql_database/query.py
{ "start": 552, "end": 633 }
class ____(TypedDict): """Input for a SQL Chain.""" question: str
SQLInput
python
Netflix__metaflow
metaflow/plugins/env_escape/communication/bytestream.py
{ "start": 0, "end": 1866 }
class ____(object): """Basic interface that reads and writes bytes""" def read(self, count, timeout=None): """ Reads exactly count bytes from the stream. This call is blocking until count bytes are read or an error happens This call returns a byte array or EOFError if there was...
ByteStream
python
tensorflow__tensorflow
tensorflow/python/ops/parallel_for/xla_control_flow_ops_test.py
{ "start": 1651, "end": 4907 }
class ____(PForTestCase): def __init__(self, method_name="runTest"): super(PForTest, self).__init__(method_name) context.context().enable_xla_devices() def test_xla_einsum(self): num_loop = 10 x_series = random_ops.random_uniform([num_loop, 9, 9]) y_series = random_ops.random_uniform([num_loop...
PForTest
python
facelessuser__soupsieve
tests/test_level3/test_first_of_type.py
{ "start": 58, "end": 1997 }
class ____(util.TestCase): """Test first of type selectors.""" def test_first_of_type_at_start(self): """Test first of type which is also the first sibling.""" markup = """ <body> <p id="0"></p> <p id="1"></p> <span id="2"></span> <span id="3"></span> ...
TestFirstOfType
python
numba__numba
numba/typed/listobject.py
{ "start": 1800, "end": 2179 }
class ____(models.StructModel): def __init__(self, dmm, fe_type): members = [ ('size', types.intp), # the size of the iteration space ('parent', fe_type.parent), # the parent list ('index', types.EphemeralPointer(types.intp)), # current index ] super(ListI...
ListIterModel
python
cookiecutter__cookiecutter
tests/test-extensions/local_extension/local_extensions/main.py
{ "start": 176, "end": 613 }
class ____(Extension): """Simple jinja2 extension for cookiecutter test purposes.""" def __init__(self, environment: Environment) -> None: """Foobar Extension Constructor.""" super().__init__(environment) environment.filters['foobar'] = lambda v: v * 2 @simple_filter def simplefiltere...
FoobarExtension
python
walkccc__LeetCode
solutions/1504. Count Submatrices With All Ones/1504.py
{ "start": 0, "end": 477 }
class ____: def numSubmat(self, mat: list[list[int]]) -> int: m = len(mat) n = len(mat[0]) ans = 0 for baseRow in range(m): row = [1] * n for i in range(baseRow, m): for j in range(n): row[j] &= mat[i][j] ans += self._count(row) return ans def _count(self...
Solution
python
huggingface__transformers
src/transformers/models/bert/modeling_bert.py
{ "start": 55825, "end": 58789 }
class ____(BertPreTrainedModel): def __init__(self, config): super().__init__(config) self.num_labels = config.num_labels self.bert = BertModel(config, add_pooling_layer=False) self.qa_outputs = nn.Linear(config.hidden_size, config.num_labels) # Initialize weights and apply...
BertForQuestionAnswering
python
kamyu104__LeetCode-Solutions
Python/set-mismatch.py
{ "start": 1103, "end": 1454 }
class ____(object): def findErrorNums(self, nums): """ :type nums: List[int] :rtype: List[int] """ N = len(nums) x_minus_y = sum(nums) - N*(N+1)//2 x_plus_y = (sum(x*x for x in nums) - N*(N+1)*(2*N+1)/6) // x_minus_y return (x_plus_y+x_minus_y) // 2, (...
Solution3
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 931344, "end": 931623 }
class ____( sgqlc.types.Type, Node, AuditEntry, RepositoryAuditEntryData, OrganizationAuditEntryData, TopicAuditEntryData, ): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ()
RepoAddTopicAuditEntry
python
gevent__gevent
src/greentest/3.10/test_socket.py
{ "start": 15552, "end": 16634 }
class ____(ThreadedTCPSocketTest): """Socket tests for client-server connection. self.cli_conn is a client socket connected to the server. The setUp() method guarantees that it is connected to the server. """ def __init__(self, methodName='runTest'): ThreadedTCPSocketTest.__init__(self, m...
SocketConnectedTest
python
huggingface__transformers
src/transformers/models/sam2_video/modeling_sam2_video.py
{ "start": 27807, "end": 28554 }
class ____(ModelOutput): r""" object_ids (`list[int]`, *optional*): List of object IDs being tracked in the current frame. pred_masks (`torch.FloatTensor` of shape `(batch_size, num_masks, height, width)`): The predicted masks stored at the model's resolution. object_score_logits (`torch...
Sam2VideoSegmentationOutput
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/datastore.py
{ "start": 10197, "end": 12624 }
class ____(GoogleCloudBaseOperator): """ Allocate IDs for incomplete keys. Return list of keys. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:CloudDatastoreAllocateIdsOperator` .. seealso:: https://cloud.google.com...
CloudDatastoreAllocateIdsOperator
python
tensorflow__tensorflow
tensorflow/python/distribute/input_lib_type_spec_test.py
{ "start": 23819, "end": 31293 }
class ____(test.TestCase, parameterized.TestCase): @combinations.generate( combinations.combine( mode=["eager"], tf_api_version=2, distribution=[ strategy_combinations.mirrored_strategy_with_gpu_and_cpu, strateg...
RaggedTensorDistributedIteratorTest
python
coleifer__peewee
tests/dataset.py
{ "start": 518, "end": 670 }
class ____(TestModel): user = ForeignKeyField(User) content = TextField() timestamp = DateTimeField() status = IntegerField(default=1)
Note
python
ansible__ansible
lib/ansible/module_utils/facts/network/hurd.py
{ "start": 2962, "end": 3066 }
class ____(NetworkCollector): _platform = 'GNU' _fact_class = HurdPfinetNetwork
HurdNetworkCollector
python
django-extensions__django-extensions
tests/test_admin_widgets.py
{ "start": 149, "end": 1559 }
class ____(TestCase): def test_widget_works(self): name = models.Name.objects.create(name="Name") person = models.Person.objects.create( name=name, age=30, ) club = models.Club.objects.create( name="Club", ) membership = models.Memb...
ForeignKeySearchInputTestCase
python
facebook__pyre-check
pyre_extensions/type_variable_operators.py
{ "start": 525, "end": 612 }
class ____(metaclass=ParameterSpecificationComponentMeta): pass
PositionalArgumentsOf
python
ray-project__ray
python/ray/dashboard/modules/reporter/tests/test_gpu_providers.py
{ "start": 3958, "end": 15311 }
class ____(unittest.TestCase): """Test NvidiaGpuProvider class.""" def setUp(self): """Set up test fixtures.""" self.provider = NvidiaGpuProvider() def test_get_provider_name(self): """Test provider name.""" self.assertEqual(self.provider.get_provider_name(), GpuProviderTyp...
TestNvidiaGpuProvider
python
keras-team__keras
keras/src/layers/preprocessing/index_lookup.py
{ "start": 347, "end": 42991 }
class ____(Layer): """Maps values from a vocabulary to integer indices. This layer translates a set of arbitrary hashables into an integer output via a table-based lookup, with optional out-of-vocabulary handling. This is the basis layer for both IntegerLookup and StringLookup; it holds the common ...
IndexLookup
python
ansible__ansible
lib/ansible/modules/group.py
{ "start": 16460, "end": 18035 }
class ____(Group): """ This is a OpenBSD Group manipulation class. This overrides the following methods from the generic class:- - group_del() - group_add() - group_mod() """ platform = 'OpenBSD' distribution = None GROUPFILE = '/etc/group' def group_del(self): ...
OpenBsdGroup
python
walkccc__LeetCode
solutions/2352. Equal Row and Column Pairs/2352.py
{ "start": 0, "end": 328 }
class ____: def equalPairs(self, grid: list[list[int]]) -> int: n = len(grid) ans = 0 for i in range(n): for j in range(n): k = 0 while k < n: if grid[i][k] != grid[k][j]: break k += 1 if k == n: # R[i] == C[j] ans += 1 return ...
Solution
python
gevent__gevent
src/greentest/3.12/test_threading.py
{ "start": 51452, "end": 57599 }
class ____(BaseTestCase): def pipe(self): r, w = os.pipe() self.addCleanup(os.close, r) self.addCleanup(os.close, w) if hasattr(os, 'set_blocking'): os.set_blocking(r, False) return (r, w) def test_threads_join(self): # Non-daemon threads should be jo...
SubinterpThreadingTests
python
django-mptt__django-mptt
tests/myapp/models.py
{ "start": 4734, "end": 5101 }
class ____(models.Model): fk = TreeForeignKey(Category, related_name="+", on_delete=models.CASCADE) one = TreeOneToOneField(Category, related_name="+", on_delete=models.CASCADE) m2m = TreeManyToManyField(Category, related_name="+") # for testing various types of inheritance: # 1. multi-table inheritance,...
ReferencingModel
python
huggingface__transformers
src/transformers/models/mpt/configuration_mpt.py
{ "start": 807, "end": 4577 }
class ____(PreTrainedConfig): """ This is the configuration class to store the configuration of a [`MptAttention`] class. It is used to instantiate attention layers according to the specified arguments, defining the layers architecture. Instantiating a configuration with the defaults will yield a simila...
MptAttentionConfig
python
kubernetes-client__python
kubernetes/client/api/storagemigration_v1alpha1_api.py
{ "start": 543, "end": 125245 }
class ____(object): """NOTE: This class is auto generated by OpenAPI Generator Ref: https://openapi-generator.tech Do not edit the class manually. """ def __init__(self, api_client=None): if api_client is None: api_client = ApiClient() self.api_client = api_client ...
StoragemigrationV1alpha1Api
python
numpy__numpy
benchmarks/benchmarks/bench_core.py
{ "start": 2635, "end": 3094 }
class ____(Benchmark): def setup(self): self.amid = np.ones(50000) self.bmid = np.ones(50000) self.alarge = np.ones(1000000) self.blarge = np.ones(1000000) def time_mid(self): (self.amid * 2) + self.bmid def time_mid2(self): (self.amid + self.bmid) - 2 ...
Temporaries
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 529400, "end": 530037 }
class ____(sgqlc.types.relay.Connection): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("edges", "nodes", "page_info", "total_count") edges = sgqlc.types.Field( sgqlc.types.list_of("ProjectV2ViewEdge"), graphql_name="edges" ) nodes = sgqlc...
ProjectV2ViewConnection
python
openai__openai-python
src/openai/types/conversations/conversation_item.py
{ "start": 3752, "end": 4085 }
class ____(BaseModel): input_schema: object """The JSON schema describing the tool's input.""" name: str """The name of the tool.""" annotations: Optional[object] = None """Additional annotations about the tool.""" description: Optional[str] = None """The description of the tool.""" ...
McpListToolsTool