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python
pola-rs__polars
py-polars/src/polars/io/csv/batched_reader.py
{ "start": 712, "end": 5018 }
class ____: """Read a CSV file in batches.""" def __init__( self, source: str | Path, *, has_header: bool = True, columns: Sequence[int] | Sequence[str] | None = None, separator: str = ",", comment_prefix: str | None = None, quote_char: str | None...
BatchedCsvReader
python
wandb__wandb
wandb/vendor/graphql-core-1.1/wandb_graphql/language/ast.py
{ "start": 21015, "end": 22014 }
class ____(TypeSystemDefinition): __slots__ = ('loc', 'directives', 'operation_types',) _fields = ('operation_types',) def __init__(self, operation_types, loc=None, directives=None): self.operation_types = operation_types self.loc = loc self.directives = directives def __eq__(s...
SchemaDefinition
python
ray-project__ray
rllib/utils/exploration/parameter_noise.py
{ "start": 1000, "end": 17226 }
class ____(Exploration): """An exploration that changes a Model's parameters. Implemented based on: [1] https://openai.com/research/better-exploration-with-parameter-noise [2] https://arxiv.org/pdf/1706.01905.pdf At the beginning of an episode, Gaussian noise is added to all weights of the mod...
ParameterNoise
python
kamyu104__LeetCode-Solutions
Python/maximize-active-section-with-trade-ii.py
{ "start": 56, "end": 2798 }
class ____(object): def maxActiveSectionsAfterTrade(self, s, queries): """ :type s: str :type queries: List[List[int]] :rtype: List[int] """ # RMQ - Sparse Table # Template: https://github.com/kamyu104/GoogleCodeJam-Farewell-Rounds/blob/main/Round%20D/genetic_...
Solution
python
getsentry__sentry
tests/sentry/core/endpoints/test_project_details.py
{ "start": 72228, "end": 90101 }
class ____(TestProjectDetailsBase): endpoint = "sentry-api-0-project-details" def setUp(self) -> None: super().setUp() self.new_ds_flag = "organizations:dynamic-sampling" self.url = reverse( "sentry-api-0-project-details", kwargs={ "organization_i...
TestProjectDetailsDynamicSamplingBiases
python
tensorflow__tensorflow
tensorflow/python/distribute/input_lib_type_spec_test.py
{ "start": 13029, "end": 20873 }
class ____(test.TestCase, parameterized.TestCase): @combinations.generate( combinations.combine( mode=["eager"], tf_api_version=2, distribution=[ strategy_combinations.mirrored_strategy_with_two_gpus, strategy_combinations.mirrored_strategy_with_cpu_1_a...
DistributedDatasetTypeSpecTest
python
pydantic__pydantic
tests/typechecking/base_model.py
{ "start": 720, "end": 1350 }
class ____(BaseModel): title: str = Field(default='Sir Lancelot') # this is okay age: int = Field(23) # this works fine at runtime but will case an error for pyright k = Knight() # type: ignore[call-arg] # pyright: ignore[reportCallIssue] assert_type(Knight.model_fields, dict[str, FieldInfo]) assert_type...
Knight
python
altair-viz__altair
tools/generate_schema_wrapper.py
{ "start": 3033, "end": 6056 }
class ____: _encoding_name: str def to_dict( self, validate: bool = True, ignore: list[str] | None = None, context: dict[str, Any] | None = None, ) -> dict | list[dict]: context = context or {} ignore = ignore or [] shorthand = self._get("shorthand") ...
FieldChannelMixin
python
spack__spack
var/spack/test_repos/spack_repo/builtin_mock/packages/unsat_provider/package.py
{ "start": 216, "end": 583 }
class ____(Package): """This package has a dependency on a virtual that cannot be provided""" homepage = "http://www.example.com" url = "http://www.example.com/v1.0.tgz" version("1.0", sha256="0123456789abcdef0123456789abcdef") variant("foo", default=True, description="") provides("unsatvdep...
UnsatProvider
python
ray-project__ray
doc/source/ray-core/doc_code/ray-dag.py
{ "start": 513, "end": 3463 }
class ____: def __init__(self, init_value): self.i = init_value def inc(self, x): self.i += x def get(self): return self.i a1 = Actor.bind(10) # Instantiate Actor with init_value 10. val = a1.get.bind() # ClassMethod that returns value from get() from # the ...
Actor
python
mlflow__mlflow
examples/auth/auth.py
{ "start": 46, "end": 1878 }
class ____: MLFLOW_TRACKING_USERNAME = "MLFLOW_TRACKING_USERNAME" MLFLOW_TRACKING_PASSWORD = "MLFLOW_TRACKING_PASSWORD" def __init__(self, username, password) -> None: self.username = username self.password = password self.env = {} def _record_env_var(self, key): if key...
User
python
django__django
tests/model_fields/test_uuid.py
{ "start": 479, "end": 2362 }
class ____(TestCase): def test_uuid_instance(self): instance = UUIDModel.objects.create(field=uuid.uuid4()) loaded = UUIDModel.objects.get() self.assertEqual(loaded.field, instance.field) def test_str_instance_no_hyphens(self): UUIDModel.objects.create(field="550e8400e29b41d4a71...
TestSaveLoad
python
apache__airflow
providers/apache/hive/tests/unit/apache/hive/__init__.py
{ "start": 5551, "end": 5765 }
class ____: PIPE = -1 STDOUT = -2 returncode: int | None = None def __init__(self, *args, **kwargs): self.stdout = MockStdOut(*args, **kwargs) def wait(self): return
MockSubProcess
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeAlias11.py
{ "start": 200, "end": 573 }
class ____(Generic[_T]): def __init__(self, x: _T): pass A = ClassA reveal_type(A(3), expected_text="ClassA[int]") TA1 = collections.OrderedDict TA2 = OrderedDict TA1[int, int] TA2[int, int] TA3 = TA1 TA3[int, int] TA4 = dict | OrderedDict # This should generate two errors because the two types i...
ClassA
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/connectors/aioodbc.py
{ "start": 3045, "end": 4331 }
class ____(AsyncAdapt_dbapi_module): def __init__(self, aioodbc, pyodbc): super().__init__(aioodbc, dbapi_module=pyodbc) self.aioodbc = aioodbc self.pyodbc = pyodbc self.paramstyle = pyodbc.paramstyle self._init_dbapi_attributes() self.Cursor = AsyncAdapt_dbapi_cursor...
AsyncAdapt_aioodbc_dbapi
python
huggingface__transformers
tests/models/reformer/test_tokenization_reformer.py
{ "start": 301, "end": 2703 }
class ____(TokenizerTesterMixin, unittest.TestCase): from_pretrained_id = ["google/reformer-crime-and-punishment"] tokenizer_class = ReformerTokenizer test_tokenizer_from_extractor = False # no Tokenizer Backend yet from_pretrained_kwargs = {} integration_expected_tokens = ['▁T', 'h', 'is', '▁is',...
ReformerTokenizationTest
python
readthedocs__readthedocs.org
readthedocs/builds/migrations/0064_healthcheck.py
{ "start": 149, "end": 522 }
class ____(migrations.Migration): safe = Safe.before_deploy() dependencies = [ ("builds", "0063_alter_buildcommandresult"), ] operations = [ migrations.AddField( model_name="build", name="healthcheck", field=models.DateTimeField(blank=True, null=True...
Migration
python
pypa__pip
src/pip/_internal/commands/search.py
{ "start": 828, "end": 957 }
class ____(TypedDict): name: str summary: str versions: list[str] logger = logging.getLogger(__name__)
TransformedHit
python
numpy__numpy
numpy/random/tests/test_generator_mt19937.py
{ "start": 4209, "end": 6415 }
class ____: def test_basic(self): random.multinomial(100, [0.2, 0.8]) def test_zero_probability(self): random.multinomial(100, [0.2, 0.8, 0.0, 0.0, 0.0]) def test_int_negative_interval(self): assert_(-5 <= random.integers(-5, -1) < -1) x = random.integers(-5, -1, 5) ...
TestMultinomial
python
weaviate__weaviate-python-client
weaviate/backup/backup_location.py
{ "start": 286, "end": 418 }
class ____(_BackupLocationConfig): """The dynamic location of a backup for filesystem.""" path: str
_BackupLocationFilesystem
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/orm/base.py
{ "start": 23415, "end": 24310 }
class ____(Mapped[_T_co], _MappedAttribute[_T_co]): """Mixin for :class:`.MapperProperty` subclasses that allows them to be compatible with ORM-annotated declarative mappings. """ __slots__ = () # MappedSQLExpression, Relationship, Composite etc. dont actually do # SQL expression behavior. y...
_DeclarativeMapped
python
huggingface__transformers
src/transformers/models/deepseek_v3/modeling_deepseek_v3.py
{ "start": 6790, "end": 8697 }
class ____(nn.Module): """Collection of expert weights stored as 3D tensors.""" def __init__(self, config): super().__init__() self.num_experts = config.num_local_experts self.hidden_dim = config.hidden_size self.intermediate_dim = config.intermediate_size self.gate_up_p...
DeepseekV3NaiveMoe
python
ray-project__ray
ci/ray_ci/builder_container.py
{ "start": 125, "end": 1539 }
class ____(LinuxContainer): def __init__( self, python_version: str, build_type: str, architecture: str, upload: bool = False, ) -> None: super().__init__( "manylinux" if architecture == "x86_64" else f"manylinux-{architecture}", volumes=[f...
BuilderContainer
python
apache__airflow
airflow-ctl/src/airflowctl/api/datamodels/generated.py
{ "start": 58911, "end": 60748 }
class ____(BaseModel): """ TaskInstanceHistory serializer for responses. """ task_id: Annotated[str, Field(title="Task Id")] dag_id: Annotated[str, Field(title="Dag Id")] dag_run_id: Annotated[str, Field(title="Dag Run Id")] map_index: Annotated[int, Field(title="Map Index")] start_date...
TaskInstanceHistoryResponse
python
encode__starlette
starlette/endpoints.py
{ "start": 2153, "end": 5099 }
class ____: encoding: Literal["text", "bytes", "json"] | None = None def __init__(self, scope: Scope, receive: Receive, send: Send) -> None: assert scope["type"] == "websocket" self.scope = scope self.receive = receive self.send = send def __await__(self) -> Generator[Any, ...
WebSocketEndpoint
python
huggingface__transformers
tests/models/canine/test_modeling_canine.py
{ "start": 8533, "end": 20795 }
class ____(ModelTesterMixin, PipelineTesterMixin, unittest.TestCase): all_model_classes = ( ( CanineModel, CanineForMultipleChoice, CanineForQuestionAnswering, CanineForSequenceClassification, CanineForTokenClassification, ) if is_t...
CanineModelTest
python
astropy__astropy
astropy/time/formats.py
{ "start": 81946, "end": 90558 }
class ____(TimeDeltaFormat, TimeUnique): """Time delta as a string with one or more Quantity components. This format provides a human-readable multi-scale string representation of a time delta. It is convenient for applications like a configuration file or a command line option. The format is spec...
TimeDeltaQuantityString
python
encode__httpx
httpx/_client.py
{ "start": 5330, "end": 19412 }
class ____: def __init__( self, *, auth: AuthTypes | None = None, params: QueryParamTypes | None = None, headers: HeaderTypes | None = None, cookies: CookieTypes | None = None, timeout: TimeoutTypes = DEFAULT_TIMEOUT_CONFIG, follow_redirects: bool = Fa...
BaseClient
python
PyCQA__pylint
tests/functional/i/invalid/invalid_exceptions/invalid_exceptions_raised.py
{ "start": 215, "end": 2167 }
class ____: """Not an exception.""" def good_case(): """raise""" raise ValidException('hop') def good_case1(): """zlib.error is defined in C module.""" import zlib raise zlib.error(4) def good_case2(): """decimal.DivisionByZero is defined in C on Python 3.""" import decimal raise ...
NewStyleClass
python
hyperopt__hyperopt
hyperopt/tests/unit/test_domains.py
{ "start": 5912, "end": 7246 }
class ____: def test_basic(self): domain = self._domain_cls() # print 'domain params', domain.params, domain # print 'algo params', algo.vh.params trials = Trials() fmin( lambda x: x, domain.expr, trials=trials, algo=suggest, ...
DomainExperimentMixin
python
bokeh__bokeh
src/bokeh/models/widgets/groups.py
{ "start": 2007, "end": 2444 }
class ____(AbstractGroup, ButtonLike): ''' Abstract base class for groups with items rendered as buttons. ''' # explicit __init__ to support Init signatures def __init__(self, *args: Any, **kwargs: Any) -> None: super().__init__(*args, **kwargs) orientation = Enum("horizontal", "vertical"...
ToggleButtonGroup
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 628460, "end": 629103 }
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("SponsorableItemEdge"), graphql_name="edges" ) nodes = sgq...
SponsorableItemConnection
python
run-llama__llama_index
llama-index-integrations/llms/llama-index-llms-oci-genai/tests/test_oci_genai.py
{ "start": 386, "end": 18641 }
class ____(dict): def __getattr__(self, val) -> Any: # type: ignore[no-untyped-def] return self[val] @pytest.mark.parametrize("test_model_id", []) def test_llm_complete(monkeypatch: MonkeyPatch, test_model_id: str) -> None: """Test valid completion call to OCI Generative AI LLM service.""" oci_ge...
MockResponseDict
python
xlwings__xlwings
xlwings/constants.py
{ "start": 33292, "end": 33471 }
class ____: xlAutomaticScale = -4105 # from enum XlCategoryType xlCategoryScale = 2 # from enum XlCategoryType xlTimeScale = 3 # from enum XlCategoryType
CategoryType
python
PyCQA__pylint
tests/functional/u/useless/useless_parent_delegation.py
{ "start": 11926, "end": 12098 }
class ____(Base): @trigger_something("value1") def method_decorated(self): super(NotUselessSuperDecorators, self).method_decorated()
NotUselessSuperDecorators
python
sympy__sympy
sympy/codegen/pynodes.py
{ "start": 74, "end": 111 }
class ____(AbstractList): pass
List
python
getsentry__sentry
tests/sentry/db/models/fields/test_encryption.py
{ "start": 15832, "end": 18897 }
class ____(models.Model): id = models.AutoField(primary_key=True) data = EncryptedCharField(null=True, blank=True) class Meta: app_label = "fixtures" @pytest.mark.django_db def test_encrypted_char_field_fernet_end_to_end(fernet_keys_store): """Test complete save/retrieve cycle with EncryptedF...
EncryptedFieldModel
python
encode__starlette
starlette/middleware/base.py
{ "start": 8877, "end": 10333 }
class ____(Response): def __init__( self, content: AsyncContentStream, status_code: int = 200, headers: Mapping[str, str] | None = None, media_type: str | None = None, info: Mapping[str, Any] | None = None, ) -> None: self.info = info self.body_ite...
_StreamingResponse
python
apache__airflow
providers/amazon/tests/unit/amazon/aws/hooks/test_glacier.py
{ "start": 1130, "end": 4494 }
class ____: def setup_method(self): with mock.patch("airflow.providers.amazon.aws.hooks.glacier.GlacierHook.__init__", return_value=None): self.hook = GlacierHook(aws_conn_id="aws_default") @mock.patch("airflow.providers.amazon.aws.hooks.glacier.GlacierHook.get_conn") def test_retrieve_...
TestAmazonGlacierHook
python
doocs__leetcode
lcp/LCP 19. 秋叶收藏集/Solution.py
{ "start": 0, "end": 595 }
class ____: def minimumOperations(self, leaves: str) -> int: n = len(leaves) f = [[inf] * 3 for _ in range(n)] f[0][0] = int(leaves[0] == "y") for i in range(1, n): if leaves[i] == "r": f[i][0] = f[i - 1][0] f[i][1] = min(f[i - 1][0], f[i -...
Solution
python
tornadoweb__tornado
tornado/test/websocket_test.py
{ "start": 6879, "end": 20904 }
class ____(WebSocketBaseTestCase): def get_app(self): self.close_future = Future() # type: Future[None] return Application( [ ("/echo", EchoHandler, dict(close_future=self.close_future)), ("/non_ws", NonWebSocketHandler), ("/redirect", Red...
WebSocketTest
python
google__pytype
pytype/tests/test_type_comments1.py
{ "start": 8405, "end": 20212 }
class ____(test_base.BaseTest): """Tests for type comments applied to assignments.""" def test_class_attribute_comment(self): ty = self.Infer(""" class Foo: s = None # type: str """) self.assertTypesMatchPytd( ty, """ class Foo: s = ... # type: str """,...
AssignmentCommentTest
python
realpython__materials
wordcount/tests/task_04.py
{ "start": 505, "end": 1764 }
class ____: def test_long_word_without_trailing_newline(self, wc): assert b" 0 1 29\n" == wc(stdin=b"floccinaucinihilipilification") def test_long_word_with_trailing_newline(self, wc): assert b" 1 1 30\n" == wc(stdin=b"floccinaucinihilipilification\n") def test_multiple_words_without_tra...
Test
python
PrefectHQ__prefect
tests/cli/test_api_command.py
{ "start": 10195, "end": 11006 }
class ____: """Test different input sources for request body.""" def test_data_from_file(self, respx_mock: MockRouter, tmp_path) -> None: """Test reading data from file with @filename syntax.""" route = respx_mock.post("http://localhost:4200/api/flows/filter").mock( return_value=htt...
TestInputSources
python
xlwings__xlwings
tests/test_app.py
{ "start": 119, "end": 769 }
class ____(TestBase): def test_active(self): self.assertTrue(xw.apps.active in [self.app1, self.app2]) def test_len(self): n_original = len(xw.apps) app = xw.App(spec=SPEC) app.books.add() self.assertEqual(n_original + 1, len(xw.apps)) app.quit() def test_co...
TestApps
python
bokeh__bokeh
src/bokeh/models/comparisons.py
{ "start": 3566, "end": 4530 }
class ____(Comparison): ''' A client-side comparison that can sort NaN values first or last. This comparison can be useful for DataTable columns. ''' # explicit __init__ to support Init signatures def __init__(self, *args: Any, **kwargs: Any) -> None: super().__init__(*args, **kwargs) ...
NanCompare
python
walkccc__LeetCode
solutions/2293. Min Max Game/2293.py
{ "start": 0, "end": 332 }
class ____: def minMaxGame(self, nums: list[int]) -> int: if len(nums) == 1: return nums[0] nextNums = [] for i in range(len(nums) // 2): nextNums.append(min(nums[2 * i], nums[2 * i + 1]) if i % 2 == 0 else max(nums[2 * i], nums[2 * i + 1])) return self.minMaxGame(ne...
Solution
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeVar7.py
{ "start": 723, "end": 2526 }
class ____(Generic[_T1, _T2]): async def func1(self, a: _T1) -> _T1: _ = a.var1 # This should generate an error. _ = a.var2 # This should generate an error. _ = a(3.3) # This should generate two errors. _ = a[0] # This should generate an error. ...
ClassA
python
openai__openai-python
tests/test_transform.py
{ "start": 4022, "end": 4323 }
class ____(TypedDict): foo: str @parametrize @pytest.mark.asyncio async def test_ignores_invalid_input(use_async: bool) -> None: assert await transform({"bar": "<foo>"}, Foo7, use_async) == {"bAr": "<foo>"} assert await transform({"foo": "<foo>"}, Foo7, use_async) == {"foo": "<foo>"}
Bar7
python
spyder-ide__spyder
spyder/api/widgets/dialogs.py
{ "start": 1182, "end": 2786 }
class ____(QDialogButtonBox): """QDialogButtonBox widget for Spyder.""" def __init__(self, buttons=None, orientation=Qt.Horizontal, parent=None): if buttons: super().__init__(buttons, orientation, parent) elif orientation: super().__init__(orientation=orientation, parent...
SpyderDialogButtonBox
python
getsentry__sentry-python
tests/test_basics.py
{ "start": 28645, "end": 29903 }
class ____: def __init__(self, word): self.word = word def greet(self, new_word=None): return "Hello, {}".format(new_word if new_word else self.word) def test_functions_to_trace_with_class(sentry_init, capture_events): functions_to_trace = [ {"qualified_name": "tests.test_basics.W...
WorldGreeter
python
graphql-python__graphene
graphene/types/datetime.py
{ "start": 181, "end": 1327 }
class ____(Scalar): """ The `Date` scalar type represents a Date value as specified by [iso8601](https://en.wikipedia.org/wiki/ISO_8601). """ @staticmethod def serialize(date): if isinstance(date, datetime.datetime): date = date.date() if not isinstance(date, dat...
Date
python
cherrypy__cherrypy
cherrypy/lib/locking.py
{ "start": 239, "end": 926 }
class ____(object): """A simple timer that will indicate when an expiration time has passed.""" def __init__(self, expiration): """Create a timer that expires at `expiration` (UTC datetime).""" self.expiration = expiration @classmethod def after(cls, elapsed): """Return a timer...
Timer
python
pytorch__pytorch
test/test_cuda_sanitizer.py
{ "start": 5076, "end": 16552 }
class ____(TestCase): def setUp(self): super().setUp() self.handler = csan.EventHandler() def kernel_launch( self, stream: StreamId, read_only: Optional[list[DataPtr]] = None, read_write: Optional[list[DataPtr]] = None, ) -> list[csan.SynchronizationError]: ...
TestEventHandler
python
great-expectations__great_expectations
great_expectations/execution_engine/sqlalchemy_execution_engine.py
{ "start": 5664, "end": 7253 }
class ____(ValueError): def __init__(self, filter_clause: Any) -> None: super().__init__(f"Invalid filter clause: {type(filter_clause)}") def _dialect_requires_persisted_connection( connection_string: str | None = None, credentials: dict | None = None, url: str | None = None, ) -> bool: ""...
InvalidFilterClause
python
huggingface__transformers
examples/pytorch/text-classification/run_xnli.py
{ "start": 2035, "end": 3935 }
class ____: """ Arguments pertaining to what data we are going to input our model for training and eval. Using `HfArgumentParser` we can turn this class into argparse arguments to be able to specify them on the command line. """ max_seq_length: Optional[int] = field( default=128, ...
DataTrainingArguments
python
ray-project__ray
python/ray/util/dask/callbacks.py
{ "start": 7732, "end": 10511 }
class ____(RayDaskCallback): def __init__(self): @ray.remote class ProgressBarActor: def __init__(self): self._init() def submit(self, key, deps, now): for dep in deps.keys(): self.deps[key].add(dep) self.su...
ProgressBarCallback
python
readthedocs__readthedocs.org
readthedocs/oauth/admin.py
{ "start": 1200, "end": 1702 }
class ____(admin.ModelAdmin): """Admin configuration for the RemoteOrganization model.""" readonly_fields = ( "created", "modified", ) search_fields = ( "name", "slug", "email", "url", "remote_id", ) list_filter = ("vcs_provider",) lis...
RemoteOrganizationAdmin
python
getsentry__sentry
tests/sentry/web/frontend/test_oauth_token.py
{ "start": 17600, "end": 21097 }
class ____(TestCase): @cached_property def path(self) -> str: return "/oauth/token/" def setUp(self) -> None: super().setUp() self.application = ApiApplication.objects.create( owner=self.user, redirect_uris="https://example.com" ) self.client_secret = sel...
OAuthTokenRefreshTokenTest
python
gevent__gevent
src/greentest/3.14/test_urllib2_localnet.py
{ "start": 644, "end": 1544 }
class ____(http.server.HTTPServer): """HTTP server w/ a few modifications that make it useful for loopback testing purposes. """ def __init__(self, server_address, RequestHandlerClass): http.server.HTTPServer.__init__(self, server_address, ...
LoopbackHttpServer
python
scrapy__scrapy
scrapy/crawler.py
{ "start": 13854, "end": 17082 }
class ____(CrawlerRunnerBase): """ This is a convenient helper class that keeps track of, manages and runs crawlers inside an already setup :mod:`~twisted.internet.reactor`. The CrawlerRunner object must be instantiated with a :class:`~scrapy.settings.Settings` object. This class shouldn't be ...
CrawlerRunner
python
PrefectHQ__prefect
src/integrations/prefect-azure/prefect_azure/container_instance.py
{ "start": 2921, "end": 3074 }
class ____(str, Enum): """ Terminal run states for ACI containers. """ RUNNING = "Running" TERMINATED = "Terminated"
ContainerRunState
python
getsentry__sentry
src/sentry/api/endpoints/organization_profiling_functions.py
{ "start": 2098, "end": 2407 }
class ____(serializers.Serializer): function = serializers.CharField(max_length=10) trend = TrendTypeField() query = serializers.CharField(required=False) threshold = serializers.IntegerField(min_value=0, max_value=1000, default=16, required=False) @region_silo_endpoint
FunctionTrendsSerializer
python
astropy__astropy
astropy/utils/metadata/tests/test_metadata.py
{ "start": 2101, "end": 2221 }
class ____(MetaBaseTest): test_class = ExampleDataclass args = () @dataclass(frozen=True)
TestMetaExampleDataclass
python
run-llama__llama_index
llama-index-integrations/readers/llama-index-readers-markitdown/llama_index/readers/markitdown/base.py
{ "start": 3110, "end": 4572 }
class ____(BaseReader): """ MarkItDownReader is a document reader that utilizes the MarkItDown parser to convert files or collections of files into Document objects. Methods ------- load_data(file_path: str | Path | Iterable[str] | Iterable[Path]) -> List[Document] Loads and parses a direct...
MarkItDownReader
python
pola-rs__polars
py-polars/src/polars/datatypes/classes.py
{ "start": 9470, "end": 9542 }
class ____(SignedIntegerType): """16-bit signed integer type."""
Int16
python
Netflix__metaflow
metaflow/plugins/cards/card_modules/json_viewer.py
{ "start": 303, "end": 3478 }
class ____(MetaflowCardComponent): """ A component for displaying JSON data with syntax highlighting and collapsible sections. This component provides a rich view of JSON data with proper formatting, syntax highlighting, and the ability to collapse/expand sections for better readability. Example: ...
JSONViewer
python
pytorch__pytorch
test/dynamo/cpython/3_13/typinganndata/_typed_dict_helper.py
{ "start": 684, "end": 745 }
class ____(TypedDict, Generic[T]): a: Optional[T]
FooGeneric
python
django__django
django/db/models/functions/text.py
{ "start": 9973, "end": 10418 }
class ____(Func): """ Return a positive integer corresponding to the 1-indexed position of the first occurrence of a substring inside another string, or 0 if the substring is not found. """ function = "INSTR" arity = 2 output_field = IntegerField() def as_postgresql(self, compiler,...
StrIndex
python
PyCQA__pylint
pylint/typing.py
{ "start": 3205, "end": 3374 }
class ____(Protocol): def __call__( self, config: PyreverseConfig | None = None, args: Sequence[str] | None = None ) -> DiaDefGenerator: ...
GeneratorFactory
python
celery__celery
t/unit/worker/test_components.py
{ "start": 2257, "end": 2461 }
class ____: def test_create__green(self): w = Mock(name='w') w.pool_cls.__module__ = 'foo_gevent' with pytest.raises(ImproperlyConfigured): Beat(w).create(w)
test_Beat
python
streamlit__streamlit
lib/streamlit/elements/plotly_chart.py
{ "start": 2847, "end": 5497 }
class ____(TypedDict, total=False): """ The schema for the Plotly chart selection state. The selection state is stored in a dictionary-like object that supports both key and attribute notation. Selection states cannot be programmatically changed or set through Session State. Attributes ---...
PlotlySelectionState
python
readthedocs__readthedocs.org
readthedocs/projects/migrations/0042_increase_env_variable_value_max_length.py
{ "start": 150, "end": 534 }
class ____(migrations.Migration): safe = Safe.after_deploy() dependencies = [ ("projects", "0041_index-repo-field"), ] operations = [ migrations.AlterField( model_name="environmentvariable", name="value", field=models.CharField(help_text="Value of the...
Migration
python
run-llama__llama_index
llama-index-integrations/readers/llama-index-readers-dashscope/llama_index/readers/dashscope/domain/lease_domains.py
{ "start": 10013, "end": 10375 }
class ____(Enum): INIT = "INIT" PARSING = "PARSING" PARSE_SUCCESS = "PARSE_SUCCESS" PARSE_FAILED = "PARSE_FAILED" @classmethod def from_value(cls, value): for member in cls: if member.value == value: return member raise ValueError(f"No enum member fou...
DatahubDataStatusEnum
python
sqlalchemy__sqlalchemy
test/orm/inheritance/test_relationship.py
{ "start": 64263, "end": 66310 }
class ____( fixtures.DeclarativeMappedTest, testing.AssertsCompiledSQL ): """exercise issue #3611, using the test from dupe issue 3614""" run_define_tables = None __dialect__ = "default" @classmethod def setup_classes(cls): Base = cls.DeclarativeBasic class User(Base): ...
JoinedloadSinglePolysubSingle
python
astropy__astropy
astropy/cosmology/_src/tests/flrw/test_wpwazpcdm.py
{ "start": 996, "end": 2424 }
class ____(ParameterTestMixin): """Tests for `astropy.cosmology.Parameter` wp on a Cosmology. wp is a descriptor, which are tested by mixin, here with ``TestFLRW``. These tests expect dicts ``_cls_args`` and ``cls_kwargs`` which give the args and kwargs for the cosmology class, respectively. See ``Test...
ParameterwpTestMixin
python
tensorflow__tensorflow
tensorflow/python/tools/api/generator/create_python_api.py
{ "start": 2210, "end": 3355 }
class ____(Exception): """Raised when different symbols are exported with the same name.""" pass def get_canonical_import(import_set): """Obtain one single import from a set of possible sources of a symbol. One symbol might come from multiple places as it is being imported and reexported. To simplify API c...
SymbolExposedTwiceError
python
kubernetes-client__python
kubernetes/client/models/v1_env_var.py
{ "start": 383, "end": 5972 }
class ____(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attri...
V1EnvVar
python
huggingface__transformers
tests/models/gpt_oss/test_modeling_gpt_oss.py
{ "start": 6699, "end": 21037 }
class ____(unittest.TestCase): input_text = [ "Roses are red, violets", "How are you? Tell me the name of the president of", ] @staticmethod def generate_config_key(quantized, model, kernels, attn_impl, mode): """Generate a key for the restructured integration test results.""" ...
GptOssIntegrationTest
python
numba__numba
numba/core/ir.py
{ "start": 22196, "end": 22553 }
class ____(Terminator): is_exit = True def __init__(self, exception, loc): assert exception is None or isinstance(exception, Var) assert isinstance(loc, Loc) self.exception = exception self.loc = loc def __str__(self): return "raise %s" % self.exception def get...
Raise
python
cython__cython
Cython/Debugger/libcython.py
{ "start": 8693, "end": 16673 }
class ____: @default_selected_gdb_frame(err=False) def is_cython_function(self, frame): return frame.name() in self.cy.functions_by_cname @default_selected_gdb_frame(err=False) def is_python_function(self, frame): """ Tells if a frame is associated with a Python function. ...
CythonBase
python
huggingface__transformers
src/transformers/models/pvt_v2/modeling_pvt_v2.py
{ "start": 21125, "end": 23568 }
class ____(PvtV2Model, BackboneMixin): def __init__(self, config: PvtV2Config): super().__init__(config) super()._init_backbone(config) self.num_features = config.hidden_sizes @auto_docstring def forward( self, pixel_values: torch.FloatTensor, output_attentio...
PvtV2Backbone
python
huggingface__transformers
src/transformers/models/dinov2_with_registers/modular_dinov2_with_registers.py
{ "start": 14113, "end": 15660 }
class ____(Dinov2ForImageClassification): def forward( self, pixel_values: Optional[torch.Tensor] = None, labels: Optional[torch.Tensor] = None, **kwargs: Unpack[TransformersKwargs], ) -> ImageClassifierOutput: r""" labels (`torch.LongTensor` of shape `(batch_size...
Dinov2WithRegistersForImageClassification
python
dask__distributed
distributed/client.py
{ "start": 197629, "end": 201169 }
class ____(WorkerPlugin): """This is used to support older setup functions as callbacks""" def __init__(self, setup): self._setup = setup def setup(self, worker): if has_keyword(self._setup, "dask_worker"): return self._setup(dask_worker=worker) else: return...
_WorkerSetupPlugin
python
ray-project__ray
python/ray/llm/_internal/serve/core/configs/llm_config.py
{ "start": 19350, "end": 19554 }
class ____(BaseModelExtended): model_id: str max_total_tokens: Optional[int] local_path: str # this is a per process id assigned to the model lora_assigned_int_id: int
DiskMultiplexConfig
python
keras-team__keras
keras/src/metrics/accuracy_metrics.py
{ "start": 8482, "end": 11338 }
class ____(reduction_metrics.MeanMetricWrapper): """Calculates how often predictions match integer labels. ```python acc = np.dot(sample_weight, np.equal(y_true, np.argmax(y_pred, axis=1)) ``` You can provide logits of classes as `y_pred`, since argmax of logits and probabilities are same. ...
SparseCategoricalAccuracy
python
wandb__wandb
wandb/_pydantic/pagination.py
{ "start": 1261, "end": 1355 }
class ____(Connection[NodeT], Generic[NodeT]): total_count: NonNegativeInt
ConnectionWithTotal
python
great-expectations__great_expectations
tests/integration/fixtures/partition_and_sample_data/partitioner_test_cases_and_fixtures.py
{ "start": 8980, "end": 9546 }
class ____(TaxiPartitioningTestCasesBase): @override def test_cases(self) -> List[TaxiPartitioningTestCase]: return [ TaxiPartitioningTestCase( table_domain_test_case=True, num_expected_batch_definitions=1, num_expected_rows_in_first_batch_defi...
TaxiPartitioningTestCasesWholeTable
python
kamyu104__LeetCode-Solutions
Python/beautiful-arrangement-ii.py
{ "start": 29, "end": 491 }
class ____(object): def constructArray(self, n, k): """ :type n: int :type k: int :rtype: List[int] """ result = [] left, right = 1, n while left <= right: if k % 2: result.append(left) left += 1 ...
Solution
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/paramSpec42.py
{ "start": 466, "end": 1286 }
class ____(Generic[P, R]): def __init__(self, func: Callable[P, R]): self._func = func def __call__(self, *args: P.args, **kwargs: P.kwargs) -> R: return self._func(*args, **kwargs) def other(self, val: int, *args: P.args, **kwargs: P.kwargs) -> R: ... decorated_func1 = DecoratorClass1(f...
DecoratorClass1
python
dagster-io__dagster
examples/docs_snippets/docs_snippets/guides/dagster/dagster_pipes/dagster_pipes_details_and_customization/custom_context_loader.py
{ "start": 225, "end": 582 }
class ____(PipesContextLoader): @contextmanager def load_context(self, params: PipesParams) -> Iterator[PipesContextData]: # params were yielded by the above context injector and sourced from the bootstrap payload key = params["key"] data = cloud_service.read(key) yield json.load...
MyCustomCloudServiceContextLoader
python
pytorch__pytorch
test/distributed/pipelining/schedule_registry.py
{ "start": 4983, "end": 6239 }
class ____(_PipelineScheduleRuntime): n_stages = 2 num_microbatches = 2 rank_stages = { 0: [0], 1: [1], } def __init__( self, stages: list[_PipelineStageBase], n_microbatches: int, loss_fn: Optional[Callable] = None, scale_grads: bool = True, ...
ScheduleWithReorderedB
python
realpython__materials
django-migrations/bitcoin_tracker/historical_data/models.py
{ "start": 31, "end": 245 }
class ____(models.Model): date = models.DateTimeField(auto_now_add=True) price = models.DecimalField(max_digits=7, decimal_places=2) volume = models.DecimalField(max_digits=7, decimal_places=3)
PriceHistory
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1020946, "end": 1021697 }
class ____(sgqlc.types.Type): """Autogenerated return type of UpdateEnterpriseMembersCanDeleteIssuesSetting """ __schema__ = github_schema __field_names__ = ("client_mutation_id", "enterprise", "message") client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId") """A u...
UpdateEnterpriseMembersCanDeleteIssuesSettingPayload
python
pytorch__pytorch
test/dynamo/test_list.py
{ "start": 229, "end": 5248 }
class ____(torch._dynamo.test_case.TestCase): # Tuple methods # + count # + index # BinOps: # +, <, >, <=, >=, ==, != # Dunder methods: # + __getitem__ # + __contains__ # + __delitem__ thetype = tuple def setUp(self): self.old = torch._dynamo.config.enable_trace_uni...
TupleTests
python
ray-project__ray
rllib/examples/envs/classes/windy_maze_env.py
{ "start": 463, "end": 2699 }
class ____(gym.Env): def __init__(self, env_config): self.map = [m for m in MAP_DATA.split("\n") if m] self.x_dim = len(self.map) self.y_dim = len(self.map[0]) logger.info("Loaded map {} {}".format(self.x_dim, self.y_dim)) for x in range(self.x_dim): for y in rang...
WindyMazeEnv
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_compute.py
{ "start": 21994, "end": 25518 }
class ____: @mock.patch(COMPUTE_ENGINE_HOOK_PATH) def test_instance_stop_should_execute_successfully(self, mock_hook): op = ComputeEngineStopInstanceOperator( project_id=GCP_PROJECT_ID, zone=GCE_ZONE, resource_id=GCE_RESOURCE_ID, task_id=TASK_ID, ...
TestGceInstanceStop
python
pandas-dev__pandas
pandas/plotting/_matplotlib/converter.py
{ "start": 5696, "end": 8336 }
class ____(mdates.DateConverter): @staticmethod def convert(values, unit, axis: Axis): # Reached via e.g. `ax.set_xlim` # In tests as of 2025-09-24, unit is always None except for 3 tests # that directly call this with unit=""; # axis is always specifically a matplotlib.axis.X...
PeriodConverter
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_chart_axis25.py
{ "start": 314, "end": 1456 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("chart_axis25.xlsx") def test_create_file(self): """Test the creation of a simple XlsxWriter file.""" workbook = Workbook(self.got_...
TestCompareXLSXFiles
python
huggingface__transformers
tests/quantization/autoawq/test_awq.py
{ "start": 22450, "end": 23086 }
class ____(unittest.TestCase): model_name = "TechxGenus/starcoder2-3b-AWQ" def test_load_quantized_model(self): from awq.modules.act import ScaledActivation """ Simple test that checks if the scales have been replaced in the quantized model """ quantized_model = AutoMod...
AwqScaleTest