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python
chroma-core__chroma
chromadb/errors.py
{ "start": 1574, "end": 1709 }
class ____(ChromaError): @classmethod @overrides def name(cls) -> str: return "InvalidHTTPVersion"
InvalidHTTPVersion
python
google__jax
jax/_src/pallas/core.py
{ "start": 8297, "end": 8675 }
class ____: grid: GridMappingGrid mapped_dims: tuple[int, ...] def size(self, axis: int) -> int | DynamicGridDim: valid_grid = tuple(self.grid) try: size = valid_grid[axis] except IndexError as e: raise ValueError( f"Axis {axis} is out of bounds for grid {self.grid}" ) fro...
PallasGridContext
python
pydata__xarray
xarray/compat/pdcompat.py
{ "start": 2130, "end": 3474 }
class ____(Enum): """Used by pandas to specify a default value for a deprecated argument. Copied from pandas._libs.lib._NoDefault. See also: - pandas-dev/pandas#30788 - pandas-dev/pandas#40684 - pandas-dev/pandas#40715 - pandas-dev/pandas#47045 """ no_default = "NO_DEFAULT" de...
_NoDefault
python
getsentry__sentry
tests/sentry/issues/endpoints/test_group_event_details.py
{ "start": 6887, "end": 17214 }
class ____( GroupEventDetailsEndpointTestBase, APITestCase, SnubaTestCase, OccurrenceTestMixin ): def test_get_simple_helpful(self) -> None: self.event_d = self.store_event( data={ "event_id": "d" * 32, "environment": "staging", "timestamp": be...
GroupEventDetailsHelpfulEndpointTest
python
pytorch__pytorch
test/test_fx_passes.py
{ "start": 24320, "end": 24936 }
class ____: # This test case is for pattern where no matching anchor is found in the target graph # `anchor` is the starting point of the pattern matching, it's usually the boundary returning nodes @staticmethod def forward(x): x = x + 1 return x @staticmethod def pattern(a): ...
NoAnchorFound
python
apache__airflow
devel-common/src/sphinx_exts/docs_build/spelling_checks.py
{ "start": 1338, "end": 7345 }
class ____(NamedTuple): """Spelling errors found when building docs.""" file_path: Path | None line_no: int | None spelling: str | None suggestion: str | None context_line: str | None message: str def __eq__(self, other): left = ( self.file_path, self.li...
SpellingError
python
charliermarsh__ruff
crates/ty_python_semantic/resources/corpus/cyclic_reassignment.py
{ "start": 0, "end": 67 }
class ____[_: foo](object): ... [_] = (foo,) = foo def foo(): ...
foo
python
spack__spack
lib/spack/spack/vendor/jinja2/nodes.py
{ "start": 33168, "end": 33705 }
class ____(Stmt): """An overlay scope for extensions. This is a largely unoptimized scope that however can be used to introduce completely arbitrary variables into a sub scope from a dictionary or dictionary like object. The `context` field has to evaluate to a dictionary object. Example usage:: ...
OverlayScope
python
HypothesisWorks__hypothesis
hypothesis-python/tests/nocover/test_drypython_returns.py
{ "start": 2736, "end": 2812 }
class ____(_FirstBase[A, str], _SecondBase[float, D]): pass
MixedGenerics2
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/metadata.py
{ "start": 5683, "end": 6746 }
class ____(graphene.ObjectType): pool = graphene.NonNull(graphene.String) class Meta: interfaces = (GrapheneMetadataEntry,) name = "PoolMetadataEntry" def types(): return [ GrapheneMetadataEntry, GrapheneTableColumnLineageMetadataEntry, GrapheneTableSchemaMetadataE...
GraphenePoolMetadataEntry
python
paramiko__paramiko
paramiko/client.py
{ "start": 1462, "end": 31919 }
class ____(ClosingContextManager): """ A high-level representation of a session with an SSH server. This class wraps `.Transport`, `.Channel`, and `.SFTPClient` to take care of most aspects of authenticating and opening channels. A typical use case is:: client = SSHClient() client.loa...
SSHClient
python
getsentry__sentry
src/sentry/api/serializers/release_details_types.py
{ "start": 1870, "end": 1917 }
class ____(BaseProject): newGroups: int
Project
python
ray-project__ray
python/ray/tests/gpu_objects/test_gpu_objects_nixl.py
{ "start": 186, "end": 8366 }
class ____: def __init__(self): self.reserved_tensor1 = torch.tensor([1, 2, 3]).to("cuda") self.reserved_tensor2 = torch.tensor([4, 5, 6]).to("cuda") self.reserved_tensor3 = torch.tensor([7, 8, 9]).to("cuda") @ray.method(tensor_transport="nixl") def echo(self, data, device): ...
GPUTestActor
python
airbytehq__airbyte
airbyte-integrations/connectors/source-gitlab/unit_tests/test_config_migrations.py
{ "start": 2034, "end": 3349 }
class ____: def test_given_valid_api_url_then_no_exception_is_raised(self, oauth_config): config = dict(oauth_config) config["api_url"] = "https://gitlab.com" source = get_source(config=config, config_path=None) migrated_config = source.configure(config=config, temp_dir="/not/a/real/...
TestValidations
python
getsentry__sentry
src/sentry/spans/grouping/strategy/base.py
{ "start": 323, "end": 1158 }
class ____(TypedDict): trace_id: str parent_span_id: str span_id: str is_segment: NotRequired[bool] start_timestamp: float timestamp: float same_process_as_parent: bool op: str description: str | None fingerprint: Sequence[str] | None tags: Any | None data: Any | None ...
Span
python
walkccc__LeetCode
solutions/1721. Swapping Nodes in a Linked List/1721.py
{ "start": 0, "end": 397 }
class ____: def swapNodes(self, head: ListNode | None, k: int) -> ListNode | None: p = None # Points the k-th node from the beginning. q = None # Points the k-th node from the end. curr = head while curr: if q: q = q.next k -= 1 if k == 0: p = curr q = head...
Solution
python
modin-project__modin
asv_bench/benchmarks/benchmarks.py
{ "start": 15465, "end": 15972 }
class ____: param_names = ["shape", "head_count"] params = [ get_benchmark_shapes("TimeHead"), [5, 0.8], ] def setup(self, shape, head_count): self.df = generate_dataframe("int", *shape, RAND_LOW, RAND_HIGH) self.head_count = ( int(head_count * len(self.df.in...
TimeHead
python
langchain-ai__langchain
libs/core/langchain_core/load/serializable.py
{ "start": 2203, "end": 11683 }
class ____(BaseModel, ABC): """Serializable base class. This class is used to serialize objects to JSON. It relies on the following methods and properties: - `is_lc_serializable`: Is this class serializable? By design, even if a class inherits from `Serializable`, it is not serializable ...
Serializable
python
geekcomputers__Python
venv/Lib/site-packages/pip/_vendor/cachecontrol/filewrapper.py
{ "start": 281, "end": 4292 }
class ____: """ Small wrapper around a fp object which will tee everything read into a buffer, and when that file is closed it will execute a callback with the contents of that buffer. All attributes are proxied to the underlying file object. This class uses members with a double underscore (_...
CallbackFileWrapper
python
langchain-ai__langchain
libs/partners/ollama/tests/integration_tests/chat_models/test_chat_models_standard.py
{ "start": 300, "end": 1956 }
class ____(ChatModelIntegrationTests): @property def chat_model_class(self) -> type[ChatOllama]: return ChatOllama @property def chat_model_params(self) -> dict: return {"model": DEFAULT_MODEL_NAME} @property def supports_json_mode(self) -> bool: return True @prope...
TestChatOllama
python
openai__openai-python
src/openai/types/fine_tuning/jobs/fine_tuning_job_checkpoint.py
{ "start": 240, "end": 596 }
class ____(BaseModel): full_valid_loss: Optional[float] = None full_valid_mean_token_accuracy: Optional[float] = None step: Optional[float] = None train_loss: Optional[float] = None train_mean_token_accuracy: Optional[float] = None valid_loss: Optional[float] = None valid_mean_token_ac...
Metrics
python
ansible__ansible
lib/ansible/cli/doc.py
{ "start": 17321, "end": 73077 }
class ____(CLI, RoleMixin): """ displays information on modules installed in Ansible libraries. It displays a terse listing of plugins and their short descriptions, provides a printout of their DOCUMENTATION strings, and it can create a short "snippet" which can be pasted into a playbook. "...
DocCLI
python
sphinx-doc__sphinx
sphinx/ext/inheritance_diagram.py
{ "start": 12658, "end": 19049 }
class ____(SphinxDirective): """Run when the inheritance_diagram directive is first encountered.""" has_content = False required_arguments = 1 optional_arguments = 0 final_argument_whitespace = True option_spec: ClassVar[OptionSpec] = { 'parts': int, 'private-bases': directives....
InheritanceDiagram
python
huggingface__transformers
tests/trainer/test_trainer_utils.py
{ "start": 2798, "end": 23191 }
class ____(unittest.TestCase): def test_label_smoothing(self): epsilon = 0.1 num_labels = 12 random_logits = torch.randn(4, 5, num_labels) random_labels = torch.randint(0, num_labels, (4, 5)) loss = nn.functional.cross_entropy(random_logits.view(-1, num_labels), random_labels...
TrainerUtilsTest
python
pytorch__pytorch
test/export/test_package.py
{ "start": 341, "end": 2853 }
class ____(TestCase): def test_basic(self): def fn(x: torch.Tensor) -> torch.Tensor: return x + 1 x = torch.randn(3, 2) package = _ExportPackage() self.assertEqual( package._exporter("fn", fn)(x), fn(x), ) self.assertEqual(len(pack...
TestPackage
python
scipy__scipy
scipy/optimize/tests/test_minpack.py
{ "start": 7106, "end": 8509 }
class ____: def test_pressure_network_no_gradient(self): # root/hybr without gradient, equal pipes -> equal flows k = np.full(4, 0.5) Qtot = 4 initial_guess = array([2., 0., 2., 0.]) final_flows = optimize.root(pressure_network, initial_guess, ...
TestRootHybr
python
bokeh__bokeh
src/bokeh/models/annotations/dimensional.py
{ "start": 3319, "end": 4203 }
class ____(Dimensional): """ Model for defining metric units of measurement. """ # explicit __init__ to support Init signatures def __init__(self, **kwargs: Any) -> None: super().__init__(**kwargs) base_unit = Required(String, help=""" The short name of the base unit, e.g. ``"m"`` for ...
Metric
python
pytorch__pytorch
test/test_functional_optim.py
{ "start": 311, "end": 686 }
class ____(torch.nn.Module): def __init__(self) -> None: super().__init__() torch.manual_seed(0) self.lin1 = nn.Linear(3, 3, bias=False) self.lin2 = nn.Linear(3, 3, bias=False) def forward(self, t1): return self.lin2(F.relu(self.lin1(t1))) # dummy class to showcase cus...
MyModule
python
cython__cython
Cython/Compiler/Optimize.py
{ "start": 226982, "end": 228260 }
class ____(Visitor.CythonTransform): """ This class facilitates the sharing of overflow checking among all nodes of a nested arithmetic expression. For example, given the expression a*b + c, where a, b, and x are all possibly overflowing ints, the entire sequence will be evaluated and the overflow ...
ConsolidateOverflowCheck
python
huggingface__transformers
src/transformers/activations.py
{ "start": 7780, "end": 8001 }
class ____(OrderedDict): def __getitem__(self, key): content = super().__getitem__(key) cls, kwargs = content if isinstance(content, tuple) else (content, {}) return cls(**kwargs)
ClassInstantier
python
airbytehq__airbyte
airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorRegistryDestinationDefinition.py
{ "start": 8170, "end": 10357 }
class ____(BaseModel): class Config: extra = Extra.allow destinationDefinitionId: UUID name: str dockerRepository: str dockerImageTag: str documentationUrl: str icon: Optional[str] = None iconUrl: Optional[str] = None spec: Dict[str, Any] tombstone: Optional[bool] = Fiel...
ConnectorRegistryDestinationDefinition
python
django__django
django/contrib/gis/gdal/raster/band.py
{ "start": 439, "end": 7836 }
class ____(GDALRasterBase): """ Wrap a GDAL raster band, needs to be obtained from a GDALRaster object. """ def __init__(self, source, index): self.source = source self._ptr = capi.get_ds_raster_band(source._ptr, index) def _flush(self): """ Call the flush method on...
GDALBand
python
kamyu104__LeetCode-Solutions
Python/maximum-number-of-consecutive-values-you-can-make.py
{ "start": 33, "end": 335 }
class ____(object): def getMaximumConsecutive(self, coins): """ :type coins: List[int] :rtype: int """ coins.sort() result = 1 for c in coins: if c > result: break result += c return result
Solution
python
getsentry__sentry
src/sentry/api/endpoints/artifact_lookup.py
{ "start": 1817, "end": 11046 }
class ____(ProjectEndpoint): owner = ApiOwner.OWNERS_INGEST publish_status = { "GET": ApiPublishStatus.PRIVATE, } permission_classes = (ProjectReleasePermission,) def download_file(self, download_id, project: Project): split = download_id.split("/") if len(split) < 2: ...
ProjectArtifactLookupEndpoint
python
dagster-io__dagster
python_modules/dagster/dagster/_core/storage/partition_status_cache.py
{ "start": 1609, "end": 2412 }
class ____(Enum): """The status of asset partition.""" MATERIALIZED = "MATERIALIZED" IN_PROGRESS = "IN_PROGRESS" FAILED = "FAILED" def is_cacheable_partition_type(partitions_def: PartitionsDefinition) -> bool: check.inst_param(partitions_def, "partitions_def", PartitionsDefinition) if not isi...
AssetPartitionStatus
python
dask__distributed
distributed/comm/tcp.py
{ "start": 26285, "end": 26391 }
class ____(BaseTCPBackend): _connector_class = TCPConnector _listener_class = TCPListener
TCPBackend
python
openai__openai-python
tests/test_transform.py
{ "start": 4755, "end": 4854 }
class ____(TypedDict, total=False): foo: Annotated[date, PropertyInfo(format="iso8601")]
DateDict
python
apache__airflow
providers/imap/src/airflow/providers/imap/hooks/imap.py
{ "start": 1362, "end": 12152 }
class ____(BaseHook): """ This hook connects to a mail server by using the imap protocol. .. note:: Please call this Hook as context manager via `with` to automatically open and close the connection to the mail server. :param imap_conn_id: The :ref:`imap connection id <howto/connection:imap>` ...
ImapHook
python
modin-project__modin
modin/core/io/column_stores/parquet_dispatcher.py
{ "start": 1579, "end": 6124 }
class ____: """ Base class that encapsulates Parquet engine-specific details. This class exposes a set of functions that are commonly used in the `read_parquet` implementation. Attributes ---------- path : str, path object or file-like object The filepath of the parquet file in loc...
ColumnStoreDataset
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 361816, "end": 362929 }
class ____(sgqlc.types.Input): """Autogenerated input type of UpdateProjectV2""" __schema__ = github_schema __field_names__ = ("project_id", "title", "short_description", "readme", "closed", "public", "client_mutation_id") project_id = sgqlc.types.Field(sgqlc.types.non_null(ID), graphql_name="projectId...
UpdateProjectV2Input
python
apache__airflow
providers/cloudant/src/airflow/providers/cloudant/hooks/cloudant.py
{ "start": 1121, "end": 3492 }
class ____(BaseHook): """ Interact with Cloudant. This class is a thin wrapper around the cloudant python library. .. seealso:: the latest documentation `here <https://python-cloudant.readthedocs.io/en/latest/>`_. :param cloudant_conn_id: The connection id to authenticate and get a session object from...
CloudantHook
python
google__pytype
pytype/load_pytd_test.py
{ "start": 1554, "end": 30104 }
class ____(_LoaderTest): """Tests for load_pytd.py.""" def test_filepath_to_module(self): # (filename, pythonpath, expected) test_cases = [ ("foo/bar/baz.py", [""], "foo.bar.baz"), ("foo/bar/baz.py", ["foo"], "bar.baz"), ("foo/bar/baz.py", ["fo"], "foo.bar.baz"), ("foo/bar/b...
ImportPathsTest
python
pytorch__pytorch
tools/linter/adapters/test_device_bias_linter.py
{ "start": 636, "end": 2401 }
class ____(NamedTuple): path: str | None line: int | None char: int | None code: str severity: LintSeverity name: str original: str | None replacement: str | None description: str | None DEVICE_BIAS = ["cuda", "xpu", "mps"] GPU_RELATED_DECORATORS = {"requires_gpu", "requires_triton...
LintMessage
python
django__django
tests/postgres_tests/models.py
{ "start": 1734, "end": 1842 }
class ____(PostgreSQLModel): field = ArrayField(ArrayField(models.IntegerField()))
NestedIntegerArrayModel
python
pytorch__pytorch
torch/_dynamo/variables/misc.py
{ "start": 66710, "end": 66797 }
class ____(VariableTracker): """Marker used to implement delattr()"""
DeletedVariable
python
python__mypy
mypy/test/testtypes.py
{ "start": 62183, "end": 62821 }
class ____(TestCase): # WARNING: do not increase this number unless absolutely necessary, # and you understand what you are doing. ALLOWED_GET_PROPER_TYPES = 7 @skipUnless(mypy.expandtype.__file__.endswith(".py"), "Skip for compiled mypy") def test_count_get_proper_type(self) -> None: with ...
TestExpandTypeLimitGetProperType
python
wandb__wandb
wandb/vendor/pygments/lexers/templates.py
{ "start": 24536, "end": 24994 }
class ____(DelegatingLexer): """ Subclass of the `MakoLexer` that highlights unlexed data with the `CssLexer`. .. versionadded:: 0.7 """ name = 'CSS+Mako' aliases = ['css+mako'] mimetypes = ['text/css+mako'] def __init__(self, **options): super(MakoCssLexer, self).__init__...
MakoCssLexer
python
TheAlgorithms__Python
data_structures/binary_tree/flatten_binarytree_to_linkedlist.py
{ "start": 456, "end": 3408 }
class ____: """ A TreeNode has data variable and pointers to TreeNode objects for its left and right children. """ def __init__(self, data: int) -> None: self.data = data self.left: TreeNode | None = None self.right: TreeNode | None = None def build_tree() -> TreeNode: ...
TreeNode
python
lxml__lxml
src/lxml/html/diff.py
{ "start": 32304, "end": 32989 }
class ____(SequenceMatcher): """ Acts like SequenceMatcher, but tries not to find very small equal blocks amidst large spans of changes """ threshold = 2 @cython.cfunc def get_matching_blocks(self) -> list: size: cython.Py_ssize_t = min(len(self.b), len(self.b)) threshold: ...
InsensitiveSequenceMatcher
python
mlflow__mlflow
mlflow/server/graphql/graphql_schema_extensions.py
{ "start": 986, "end": 1852 }
class ____(MlflowRun): experiment = graphene.Field(MlflowExperiment) model_versions = graphene.List(graphene.NonNull(MlflowModelVersion)) def resolve_experiment(self, info): experiment_id = self.info.experiment_id input_dict = {"experiment_id": experiment_id} request_message = mlflo...
MlflowRunExtension
python
streamlit__streamlit
lib/streamlit/elements/widgets/time_widgets.py
{ "start": 14357, "end": 14842 }
class ____: value: time | None def deserialize(self, ui_value: str | None) -> time | None: return ( datetime.strptime(ui_value, "%H:%M").time() if ui_value is not None else self.value ) def serialize(self, v: datetime | time | None) -> str | None: ...
TimeInputSerde
python
django__django
tests/admin_inlines/models.py
{ "start": 9028, "end": 9110 }
class ____(Course): class Meta: proxy = True # Other models
CourseProxy2
python
fluentpython__example-code
21-class-metaprog/bulkfood/model_v8.py
{ "start": 1901, "end": 2113 }
class ____(metaclass=EntityMeta): """Business entity with validated fields""" @classmethod def field_names(cls): # <5> for name in cls._field_names: yield name # END MODEL_V8
Entity
python
streamlit__streamlit
lib/streamlit/testing/v1/element_tree.py
{ "start": 34408, "end": 36016 }
class ____(Widget, Generic[SliderValueT]): """A representation of ``st.slider``.""" _value: SliderValueT | Sequence[SliderValueT] | None proto: SliderProto = field(repr=False) label: str data_type: SliderProto.DataType.ValueType min: SliderValueT max: SliderValueT step: SliderStep ...
Slider
python
ray-project__ray
rllib/examples/connectors/classes/euclidian_distance_based_curiosity.py
{ "start": 277, "end": 4959 }
class ____(ConnectorV2): """Learner ConnectorV2 piece computing intrinsic rewards with euclidian distance. Add this connector piece to your Learner pipeline, through your algo config: ``` config.training( learner_connector=lambda obs_sp, act_sp: EuclidianDistanceBasedCuriosity() ) ``` ...
EuclidianDistanceBasedCuriosity
python
PyCQA__flake8
src/flake8/exceptions.py
{ "start": 249, "end": 345 }
class ____(Flake8Exception): """Exception raised during execution of Flake8."""
ExecutionError
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1004148, "end": 1004676 }
class ____(sgqlc.types.Type): """Autogenerated return type of TransferEnterpriseOrganization""" __schema__ = github_schema __field_names__ = ("client_mutation_id", "organization") client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId") """A unique identifier for the client p...
TransferEnterpriseOrganizationPayload
python
charliermarsh__ruff
scripts/update_schemastore.py
{ "start": 984, "end": 5215 }
class ____(enum.Enum): SSH = "ssh" HTTPS = "https" def schemastore_repos(self) -> SchemastoreRepos: match self: case GitProtocol.SSH: return SchemastoreRepos( fork="git@github.com:astral-sh/schemastore.git", upstream="git@github.co...
GitProtocol
python
django__django
tests/admin_views/admin.py
{ "start": 13398, "end": 13470 }
class ____(admin.StackedInline): model = FancyDoodad
FancyDoodadInline
python
langchain-ai__langchain
libs/text-splitters/langchain_text_splitters/json.py
{ "start": 159, "end": 5876 }
class ____: """Splits JSON data into smaller, structured chunks while preserving hierarchy. This class provides methods to split JSON data into smaller dictionaries or JSON-formatted strings based on configurable maximum and minimum chunk sizes. It supports nested JSON structures, optionally converts l...
RecursiveJsonSplitter
python
ray-project__ray
rllib/examples/centralized_critic.py
{ "start": 3082, "end": 8236 }
class ____: """Add method to evaluate the central value function from the model.""" def __init__(self): if self.config["framework"] != "torch": self.compute_central_vf = make_tf_callable(self.get_session())( self.model.central_value_function ) else: ...
CentralizedValueMixin
python
PyCQA__pylint
pylint/exceptions.py
{ "start": 1243, "end": 1352 }
class ____(Exception): """Raised when a report is empty and so should not be displayed."""
EmptyReportError
python
google__pytype
pytype/imports/builtin_stubs.py
{ "start": 1287, "end": 3291 }
class ____: """The builtins and typing modules, which need to be treated specially.""" def _parse_predefined(self, name, options): _, src = GetPredefinedFile("builtins", name, ".pytd") mod = parser.parse_string(src, name=name, options=options) return mod def load(self, options): """Read builtins...
BuiltinsAndTyping
python
kamyu104__LeetCode-Solutions
Python/binary-tree-longest-consecutive-sequence.py
{ "start": 29, "end": 813 }
class ____(object): def longestConsecutive(self, root): """ :type root: TreeNode :rtype: int """ self.max_len = 0 def longestConsecutiveHelper(root): if not root: return 0 left_len = longestConsecutiveHelper(root.left) ...
Solution
python
Textualize__textual
src/textual/events.py
{ "start": 23921, "end": 24058 }
class ____(Event, bubble=False): """Sent to screen that has been made active. - [ ] Bubbles - [ ] Verbose """
ScreenResume
python
walkccc__LeetCode
solutions/2747. Count Zero Request Servers/2747.py
{ "start": 183, "end": 1067 }
class ____: def countServers( self, n: int, logs: list[list[int]], x: int, queries: list[int], ) -> list[int]: ans = [0] * len(queries) count = [0] * (n + 1) logs.sort(key=lambda x: x[1]) i = 0 j = 0 servers = 0 # For each query, we care about logs[i..j]....
Solution
python
django__django
tests/model_inheritance_regress/models.py
{ "start": 2076, "end": 2158 }
class ____(Article): author = models.CharField(max_length=100)
ArticleWithAuthor
python
huggingface__transformers
src/transformers/models/time_series_transformer/modeling_time_series_transformer.py
{ "start": 18626, "end": 21823 }
class ____(GradientCheckpointingLayer): def __init__(self, config: TimeSeriesTransformerConfig, layer_idx: Optional[int] = None): super().__init__() self.embed_dim = config.d_model self.self_attn = TimeSeriesTransformerAttention( embed_dim=self.embed_dim, num_heads=c...
TimeSeriesTransformerEncoderLayer
python
spack__spack
lib/spack/spack/url_buildcache.py
{ "start": 1422, "end": 2309 }
class ____(enum.Enum): """Enumeration of the kinds of things that live in a URL buildcache These enums serve two purposes: They allow different buildcache layout versions to specify different relative location of these entities, and they're used to map buildcache objects to their respective media types...
BuildcacheComponent
python
pypa__warehouse
warehouse/accounts/security_policy.py
{ "start": 4251, "end": 8817 }
class ____: """The BasicAuthSecurityPolicy is no longer allowed and raises a message when used for uploads when it's not an API Token""" def identity(self, request): # If we're calling into this API on a request, then we want to register # a callback which will ensure that the response vari...
BasicAuthSecurityPolicy
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/roots/mutation.py
{ "start": 30640, "end": 30908 }
class ____(graphene.Union): """The output from logging telemetry.""" class Meta: types = ( GrapheneLogTelemetrySuccess, GraphenePythonError, ) name = "LogTelemetryMutationResult"
GrapheneLogTelemetryMutationResult
python
google__pytype
pytype/test_data/pytree.py
{ "start": 17740, "end": 19033 }
class ____(BasePattern): def __init__(self, type=None, content=None, name=None): """Initializer. Takes optional type, content, and name. The type, if given must be a token type (< 256). If not given, this matches any *leaf* node; the content may still be required. The content, if given, must be a ...
LeafPattern
python
PrefectHQ__prefect
src/integrations/prefect-kubernetes/tests/test_logging.py
{ "start": 117, "end": 7275 }
class ____: """Tests for the KopfObjectJsonFormatter""" def test_filters_unserializable_kopf_fields(self): """ Test that kopf-specific fields (k8s_skip, k8s_ref, settings) are filtered out from the log record. """ formatter = KopfObjectJsonFormatter() # Create a...
TestKopfObjectJsonFormatter
python
pypa__warehouse
warehouse/classifiers/models.py
{ "start": 199, "end": 609 }
class ____(db.ModelBase): __tablename__ = "trove_classifiers" __tableargs__ = CheckConstraint( "classifier not ilike 'private ::%'", name="ck_disallow_private_top_level_classifier", ) __repr__ = make_repr("classifier") id: Mapped[int] = mapped_column(primary_key=True) classifie...
Classifier
python
pypa__warehouse
warehouse/admin/views/organizations.py
{ "start": 2081, "end": 3569 }
class ____(wtforms.Form): display_name = wtforms.StringField( validators=[ wtforms.validators.InputRequired( message="Specify organization display name" ), wtforms.validators.Length( max=100, message="Organization display na...
OrganizationForm
python
marshmallow-code__marshmallow
src/marshmallow/fields.py
{ "start": 69322, "end": 71325 }
class ____(Field): """A field that takes the value returned by a function. :param serialize: A callable from which to retrieve the value. The function must take a single argument ``obj`` which is the object to be serialized. If no callable is provided then the ```load_only``` flag will ...
Function
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_data_validation01.py
{ "start": 315, "end": 962 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("data_validation01.xlsx") def test_create_file(self): """Test the creation of a XlsxWriter file with data validation.""" workbook =...
TestCompareXLSXFiles
python
pypa__pip
src/pip/_vendor/urllib3/contrib/socks.py
{ "start": 2327, "end": 5042 }
class ____(HTTPConnection): """ A plain-text HTTP connection that connects via a SOCKS proxy. """ def __init__(self, *args, **kwargs): self._socks_options = kwargs.pop("_socks_options") super(SOCKSConnection, self).__init__(*args, **kwargs) def _new_conn(self): """ ...
SOCKSConnection
python
mlflow__mlflow
mlflow/types/chat.py
{ "start": 4364, "end": 4615 }
class ____(BaseModel): """ A tool definition passed to the chat completion API. Ref: https://platform.openai.com/docs/guides/function-calling """ type: Literal["function"] function: FunctionToolDefinition | None = None
ChatTool
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/engine/result.py
{ "start": 11957, "end": 28295 }
class ____(InPlaceGenerative, Generic[_R]): __slots__ = () _real_result: Optional[Result[Unpack[TupleAny]]] = None _generate_rows: bool = True _row_logging_fn: Optional[Callable[[Any], Any]] _unique_filter_state: Optional[_UniqueFilterStateType] = None _post_creational_filter: Optional[Callabl...
ResultInternal
python
astropy__astropy
astropy/units/tests/test_quantity_non_ufuncs.py
{ "start": 2883, "end": 3276 }
class ____(BasicTestSetup): def check(self, func, *args, **kwargs): out = func(self.q, *args, **kwargs) expected = func(self.q.value, *args, *kwargs) assert type(out) is type(expected) if isinstance(expected, tuple): assert all(np.all(o == x) for o, x in zip(out, expected...
NoUnitTestSetup
python
chroma-core__chroma
chromadb/errors.py
{ "start": 2296, "end": 2501 }
class ____(ChromaError): @overrides def code(self) -> int: return 413 @classmethod @overrides def name(cls) -> str: return "BatchSizeExceededError"
BatchSizeExceededError
python
getsentry__sentry
tests/sentry/dynamic_sampling/tasks/test_custom_rule_notifications.py
{ "start": 509, "end": 4198 }
class ____(TestCase, SnubaTestCase): def create_transaction(self) -> Event: data = load_data("transaction") return self.store_event(data, project_id=self.project.id) def setUp(self) -> None: super().setUp() self.user = self.create_user(email="radu@sentry.io", username="raduw", n...
CustomRuleNotificationsTest
python
dagster-io__dagster
python_modules/dagster/dagster_tests/declarative_automation_tests/scenario_utils/asset_daemon_scenario.py
{ "start": 2270, "end": 4400 }
class ____(NamedTuple): """Provides a convenient way to specify information about an AutoMaterializeRuleEvaluation that is expected to exist within the context of a test. Args: rule (AutoMaterializeRule): The rule that will exist on the evaluation. partitions (Optional[Sequence[str]]): The ...
AssetRuleEvaluationSpec
python
readthedocs__readthedocs.org
readthedocs/api/v3/views.py
{ "start": 17218, "end": 17901 }
class ____( APIv3Settings, NestedViewSetMixin, ProjectQuerySetMixin, FlexFieldsMixin, ListModelMixin, RetrieveModelMixin, UpdateMixin, UpdateModelMixin, GenericViewSet, ): model = Notification lookup_field = "pk" lookup_url_kwarg = "notification_pk" serializer_class =...
NotificationsProjectViewSet
python
great-expectations__great_expectations
tests/datasource/fluent/test_pandas_google_cloud_storage_datasource.py
{ "start": 924, "end": 8101 }
class ____: # noinspection PyMethodMayBeStatic,PyUnusedLocal def list_blobs( self, bucket_or_name, max_results=None, prefix=None, delimiter=None, **kwargs, ) -> Iterator: return iter([]) def _build_pandas_gcs_datasource( gcs_options: Dict[str, An...
MockGCSClient
python
Netflix__metaflow
test/data/__init__.py
{ "start": 398, "end": 527 }
class ____(FlowSpec): def __init__(self, name="FakeFlow", use_cli=False): self.name = name DO_TEST_RUN = False
FakeFlow
python
tensorflow__tensorflow
tensorflow/python/keras/losses.py
{ "start": 23124, "end": 26361 }
class ____(LossFunctionWrapper): """Computes the crossentropy loss between the labels and predictions. Use this crossentropy loss function when there are two or more label classes. We expect labels to be provided in a `one_hot` representation. If you want to provide labels as integers, please use `SparseCatego...
CategoricalCrossentropy
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeVarDefault2.py
{ "start": 1484, "end": 1588 }
class ____[*Ts = T1]: ... # This should generate an error because default must be unpacked tuple.
ClassTs5
python
kamyu104__LeetCode-Solutions
Python/relative-sort-array.py
{ "start": 33, "end": 334 }
class ____(object): def relativeSortArray(self, arr1, arr2): """ :type arr1: List[int] :type arr2: List[int] :rtype: List[int] """ lookup = {v: i for i, v in enumerate(arr2)} return sorted(arr1, key=lambda i: lookup.get(i, len(arr2)+i))
Solution
python
spulec__freezegun
tests/test_datetimes.py
{ "start": 21239, "end": 21569 }
class ____(BaseInheritanceFreezableTests): def test_time_is_not_frozen(self) -> None: # In this class, time should not be frozen - and the below decorated # class shouldn't affect that self.assertNotEqual(datetime.date(2013, 4, 9), datetime.date.today()) @freeze_time('2013-04-09')
UnfrozenInheritedTests
python
facebook__pyre-check
client/commands/server_event.py
{ "start": 2924, "end": 3486 }
class ____(Exception): kind: ErrorKind def __init__(self, exception_event: ServerException) -> None: super().__init__(exception_event.message) self.kind = exception_event.kind def _parse_server_event(event_string: str) -> Event: event = create_from_string(event_string) if event is Non...
ServerStartException
python
apache__airflow
airflow-core/tests/unit/api_fastapi/core_api/routes/public/test_connections.py
{ "start": 2710, "end": 3102 }
class ____: @pytest.fixture(autouse=True) def setup(self) -> None: clear_test_connections(False) clear_db_connections(False) clear_db_logs() def teardown_method(self) -> None: clear_db_connections() def create_connection(self): _create_connection() def crea...
TestConnectionEndpoint
python
pytorch__pytorch
torchgen/api/autograd.py
{ "start": 2153, "end": 3279 }
class ____: # The formula string (legit C++ expression). # Note that special keywords such as "linear" or "element_wise" have been # replaced by the automatically generated formula. formula: str # Name of the output arguments for which this formula calculates forward # derivatives var_names...
ForwardDerivative
python
chroma-core__chroma
chromadb/test/property/strategies.py
{ "start": 2873, "end": 3155 }
class ____(TypedDict): """ Represents the internal state of a state machine in hypothesis tests. """ ids: List[types.ID] embeddings: types.Embeddings metadatas: List[Optional[types.Metadata]] documents: List[Optional[types.Document]]
StateMachineRecordSet
python
weaviate__weaviate-python-client
weaviate/collections/classes/config.py
{ "start": 9609, "end": 9787 }
class ____(_ConfigUpdateModel): bm25: Optional[_BM25ConfigUpdate] cleanupIntervalSeconds: Optional[int] stopwords: Optional[_StopwordsUpdate]
_InvertedIndexConfigUpdate
python
pytorch__pytorch
torch/distributions/one_hot_categorical.py
{ "start": 4433, "end": 5028 }
class ____(OneHotCategorical): r""" Creates a reparameterizable :class:`OneHotCategorical` distribution based on the straight- through gradient estimator from [1]. [1] Estimating or Propagating Gradients Through Stochastic Neurons for Conditional Computation (Bengio et al., 2013) """ has_r...
OneHotCategoricalStraightThrough
python
apache__airflow
providers/mysql/tests/unit/mysql/hooks/test_mysql.py
{ "start": 12236, "end": 12579 }
class ____: DEFAULT_AUTOCOMMIT = "default" def __init__(self): self._autocommit = self.DEFAULT_AUTOCOMMIT @property def autocommit(self): return self._autocommit @autocommit.setter def autocommit(self, autocommit): self._autocommit = autocommit @pytest.mark.db_test
MockMySQLConnectorConnection
python
ray-project__ray
python/ray/_private/services.py
{ "start": 7955, "end": 93871 }
class ____(subprocess.Popen): if sys.platform == "win32": def terminate(self): if isinstance(self.stdin, io.IOBase): self.stdin.close() if self._use_signals: self.send_signal(signal.CTRL_BREAK_EVENT) else: super(ConsolePope...
ConsolePopen
python
pytorch__pytorch
torch/_dynamo/variables/misc.py
{ "start": 27368, "end": 28227 }
class ____(VariableTracker): # If the cell existed before Dynamo tracing started, this will be the # VariableTracker that represents the cell content. # # Note that all mutation to the cell (i.e., its content) will be buffered in # SideEffects, rather than being reflected here. One can think of ...
CellVariable