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python
automl__auto-sklearn
autosklearn/evaluation/abstract_evaluator.py
{ "start": 1413, "end": 3451 }
class ____(DummyClassifier): def __init__( self, config: Configuration, random_state: Optional[Union[int, np.random.RandomState]], feat_type: Optional[FEAT_TYPE_TYPE] = None, init_params: Optional[Dict[str, Any]] = None, dataset_properties: Dict[str, Any] = {}, ...
MyDummyClassifier
python
spack__spack
lib/spack/spack/spec.py
{ "start": 222346, "end": 222764 }
class ____(spack.error.SpecError): def __init__(self, msg, *specs): spec_fmt = ( "{namespace}.{name}{@version}{variants}" "{ platform=architecture.platform}{ os=architecture.os}{ target=architecture.target}" "{/hash:7}" ) specs_str = "\n " + "\n ".join(s...
AmbiguousHashError
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pyupgrade/UP045.py
{ "start": 695, "end": 1866 }
class ____: service_specification: Optional[str]is not True = None # Test for: https://github.com/astral-sh/ruff/issues/18508 # Optional[None] should not be offered a fix foo: Optional[None] = None from typing import NamedTuple, Optional import typing_extensions from typing_extensions import ( NamedTuple a...
ServiceRefOrValue
python
scipy__scipy
scipy/stats/_continuous_distns.py
{ "start": 260245, "end": 261541 }
class ____(rv_continuous): r"""A Lomax (Pareto of the second kind) continuous random variable. %(before_notes)s Notes ----- The probability density function for `lomax` is: .. math:: f(x, c) = \frac{c}{(1+x)^{c+1}} for :math:`x \ge 0`, :math:`c > 0`. `lomax` takes ``c`` as ...
lomax_gen
python
mwaskom__seaborn
seaborn/_core/subplots.py
{ "start": 411, "end": 9964 }
class ____: """ Interface for creating and using matplotlib subplots based on seaborn parameters. Parameters ---------- subplot_spec : dict Keyword args for :meth:`matplotlib.figure.Figure.subplots`. facet_spec : dict Parameters that control subplot faceting. pair_spec : dic...
Subplots
python
getsentry__sentry
tests/sentry/tasks/test_commits.py
{ "start": 986, "end": 13122 }
class ____(TestCase): def _test_simple_action(self, user, org): repo = Repository.objects.create(name="example", provider="dummy", organization_id=org.id) release = Release.objects.create(organization_id=org.id, version="abcabcabc") commit = Commit.objects.create(organization_id=org.id, rep...
FetchCommitsTest
python
pandas-dev__pandas
asv_bench/benchmarks/frame_methods.py
{ "start": 12940, "end": 13510 }
class ____: params = (["all", "any"], [0, 1]) param_names = ["how", "axis"] def setup(self, how, axis): self.df = DataFrame(np.random.randn(10000, 1000)) self.df.iloc[50:1000, 20:50] = np.nan self.df.iloc[2000:3000] = np.nan self.df.iloc[:, 60:70] = np.nan self.df_mi...
Dropna
python
allegroai__clearml
clearml/storage/helper.py
{ "start": 5739, "end": 14822 }
class ____(_Driver): """LibCloud http/https adapter (simple, enough for now)""" timeout_connection = deferred_config("http.timeout.connection", 30) timeout_total = deferred_config("http.timeout.total", 30) max_retries = deferred_config("http.download.max_retries", 15) min_kbps_speed = 50 schem...
_HttpDriver
python
huggingface__transformers
src/transformers/models/aya_vision/modeling_aya_vision.py
{ "start": 7219, "end": 14914 }
class ____(AyaVisionPreTrainedModel): _checkpoint_conversion_mapping = { r"^language_model.model": "language_model", } def __init__(self, config: AyaVisionConfig): super().__init__(config) self.vision_tower = AutoModel.from_config(config.vision_config) self.multi_modal_proj...
AyaVisionModel
python
joblib__joblib
joblib/_dask.py
{ "start": 3868, "end": 13217 }
class ____(AutoBatchingMixin, ParallelBackendBase): MIN_IDEAL_BATCH_DURATION = 0.2 MAX_IDEAL_BATCH_DURATION = 1.0 supports_retrieve_callback = True default_n_jobs = -1 def __init__( self, scheduler_host=None, scatter=None, client=None, loop=None, wait...
DaskDistributedBackend
python
gevent__gevent
src/gevent/tests/test__subprocess.py
{ "start": 858, "end": 12371 }
class ____(greentest.TestCase): # Use the normal error handling. Make sure that any background greenlets # subprocess spawns propagate errors as expected. error_fatal = False def test_exit(self): popen = subprocess.Popen([sys.executable, '-c', 'import sys; sys.exit(10)']) self.assertEq...
TestPopen
python
doocs__leetcode
solution/2500-2599/2585.Number of Ways to Earn Points/Solution.py
{ "start": 0, "end": 515 }
class ____: def waysToReachTarget(self, target: int, types: List[List[int]]) -> int: n = len(types) mod = 10**9 + 7 f = [[0] * (target + 1) for _ in range(n + 1)] f[0][0] = 1 for i in range(1, n + 1): count, marks = types[i - 1] for j in range(target +...
Solution
python
django__django
tests/serializers/models/data.py
{ "start": 1252, "end": 1331 }
class ____(models.Model): data = models.FilePathField(null=True)
FilePathData
python
kamyu104__LeetCode-Solutions
Python/count-beautiful-splits-in-an-array.py
{ "start": 984, "end": 1636 }
class ____(object): def beautifulSplits(self, nums): """ :type nums: List[int] :rtype: int """ dp = [[0]*len(nums) for _ in xrange(len(nums))] for i in reversed(xrange(len(nums))): for j in xrange(i+1, len(dp)): dp[i][j] = 1+(dp[i+1][j+1] i...
Solution2
python
python__mypy
mypy/inspections.py
{ "start": 6147, "end": 23813 }
class ____: """Engine for locating and statically inspecting expressions.""" def __init__( self, fg_manager: FineGrainedBuildManager, *, verbosity: int = 0, limit: int = 0, include_span: bool = False, include_kind: bool = False, include_object_att...
InspectionEngine
python
numpy__numpy
numpy/matrixlib/tests/test_matrix_linalg.py
{ "start": 1598, "end": 1658 }
class ____(PinvCases, MatrixTestCase): pass
TestPinvMatrix
python
getsentry__sentry
src/sentry/integrations/jira_server/integration.py
{ "start": 11227, "end": 53014 }
class ____(IssueSyncIntegration): """ IntegrationInstallation implementation for Jira-Server """ comment_key = "sync_comments" outbound_status_key = "sync_status_forward" inbound_status_key = "sync_status_reverse" outbound_assignee_key = "sync_forward_assignment" inbound_assignee_key = ...
JiraServerIntegration
python
pyparsing__pyparsing
pyparsing/exceptions.py
{ "start": 10027, "end": 10332 }
class ____(ParseFatalException): """ Just like :class:`ParseFatalException`, but thrown internally when an :class:`ErrorStop<And._ErrorStop>` ('-' operator) indicates that parsing is to stop immediately because an unbacktrackable syntax error has been found. """
ParseSyntaxException
python
django__django
django/db/models/fields/json.py
{ "start": 23551, "end": 23667 }
class ____( CaseInsensitiveMixin, KeyTransformTextLookupMixin, lookups.IEndsWith ): pass
KeyTransformIEndsWith
python
numpy__numpy
numpy/_core/tests/test_numerictypes.py
{ "start": 12939, "end": 13361 }
class ____: def _bad_call(self): ary = np.array([(1, 2, 3, 4), (5, 6, 7, 8)], dtype='i4,f4,i2,c8') return ary['f0', 'f1'] def test_no_tuple(self): assert_raises(IndexError, self._bad_call) def test_return(self): ary = np.array([(1, 2, 3, 4), (5, 6, 7, 8)], dtype='i4,f4,i2,c...
TestMultipleFields
python
pytorch__pytorch
test/distributed/elastic/rendezvous/dynamic_rendezvous_test.py
{ "start": 48026, "end": 48248 }
class ____(RendezvousBackend): @property def name(self): return "dummy_backend" def get_state(self): return None def set_state(self, state, token): return None
DummyRendezvousBackend
python
pytorch__pytorch
test/distributed/elastic/rendezvous/dynamic_rendezvous_test.py
{ "start": 1449, "end": 1814 }
class ____: assertDictEqual: Callable def assert_state_equal( self, actual: _RendezvousState, expected: _RendezvousState ) -> None: self.assertDictEqual(vars(actual), vars(expected)) def assert_state_empty(self, actual: _RendezvousState) -> None: self.assertDictEqual(vars(actua...
CustomAssertMixin
python
keras-team__keras
keras/src/trainers/data_adapters/py_dataset_adapter_test.py
{ "start": 1675, "end": 2466 }
class ____(py_dataset_adapter.PyDataset): def __init__(self, inputs, batch_size=32, **kwargs): super().__init__(**kwargs) self.inputs = inputs self.batch_size = batch_size @property def num_batches(self): return math.ceil(len(self.inputs["x"]) / self.batch_size) def __g...
DictPyDataset
python
python-attrs__attrs
tests/test_utils.py
{ "start": 34, "end": 440 }
class ____: """ Tests for the testing helper function `make_class`. """ def test_returns_class(self): """ Returns a class object. """ assert type is simple_class().__class__ def test_returns_distinct_classes(self): """ Each call returns a completely ...
TestSimpleClass
python
pytorch__pytorch
test/cpp_extensions/open_registration_extension/torch_openreg/tests/test_misc.py
{ "start": 170, "end": 1350 }
class ____(TestCase): def test_backend_module_name(self): self.assertEqual(torch._C._get_privateuse1_backend_name(), "openreg") # backend can be renamed to the same name multiple times torch.utils.rename_privateuse1_backend("openreg") with self.assertRaisesRegex(RuntimeError, "has al...
TestBackendModule
python
apache__airflow
airflow-core/src/airflow/api_fastapi/core_api/datamodels/plugins.py
{ "start": 2797, "end": 4094 }
class ____(BaseModel): """Plugin serializer.""" name: str macros: list[str] flask_blueprints: list[str] fastapi_apps: list[FastAPIAppResponse] fastapi_root_middlewares: list[FastAPIRootMiddlewareResponse] external_views: list[ExternalViewResponse] = Field( description="Aggregate all...
PluginResponse
python
getsentry__sentry
src/sentry/newsletter/dummy.py
{ "start": 2021, "end": 4190 }
class ____(Newsletter): """ The ``DummyNewsletter`` implementation is primarily used for test cases. It uses a in-memory store for tracking subscriptions, which means its not suitable for any real production use-case. """ def __init__(self, enabled: bool = False) -> None: self._subscription...
DummyNewsletter
python
sphinx-doc__sphinx
tests/roots/test-ext-autodoc/target/private.py
{ "start": 285, "end": 557 }
class ____: #: A public class attribute whose name starts with an underscore. #: #: :meta public: _public_attribute = 47 #: A private class attribute whose name does not start with an underscore. #: #: :meta private: private_attribute = 11
Foo
python
langchain-ai__langchain
libs/text-splitters/langchain_text_splitters/markdown.py
{ "start": 11537, "end": 11649 }
class ____(TypedDict): """Header type as typed dict.""" level: int name: str data: str
HeaderType
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/dataplex.py
{ "start": 177706, "end": 183979 }
class ____(DataplexCatalogBaseOperator): """ Update an Entry resource. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:DataplexCatalogUpdateEntryOperator` :param project_id: Required. The ID of the Google Cloud project that ...
DataplexCatalogUpdateEntryOperator
python
run-llama__llama_index
llama-index-core/llama_index/core/objects/fn_node_mapping.py
{ "start": 262, "end": 1933 }
class ____(BaseObjectNodeMapping[Any]): """Fn node mapping.""" def __init__( self, from_node_fn: Callable[[BaseNode], Any], to_node_fn: Callable[[Any], BaseNode], ) -> None: self._to_node_fn = to_node_fn self._from_node_fn = from_node_fn @classmethod def fro...
FnNodeMapping
python
kamyu104__LeetCode-Solutions
Python/reducing-dishes.py
{ "start": 33, "end": 402 }
class ____(object): def maxSatisfaction(self, satisfaction): """ :type satisfaction: List[int] :rtype: int """ satisfaction.sort(reverse=True) result, curr = 0, 0 for x in satisfaction: curr += x if curr <= 0: break ...
Solution
python
pallets__click
src/click/core.py
{ "start": 57465, "end": 57721 }
class ____(type): def __subclasscheck__(cls, subclass: type) -> bool: return issubclass(subclass, cls.__bases__[0]) def __instancecheck__(cls, instance: t.Any) -> bool: return isinstance(instance, cls.__bases__[0])
_FakeSubclassCheck
python
pytorch__pytorch
torch/_inductor/fx_passes/memory_estimator.py
{ "start": 390, "end": 768 }
class ____: storage: torch.UntypedStorage device: torch.device def __hash__(self) -> int: return self.storage._cdata def __eq__(self, other: object) -> bool: if not isinstance(other, StorageKey): return False return ( self.storage._cdata == other.storage...
StorageKey
python
conda__conda
conda/plugins/types.py
{ "start": 8394, "end": 8832 }
class ____(CondaPlugin): """ Return type to use when the defining the conda auth handlers hook. :param name: Name (e.g., ``basic-auth``). This name should be unique and only one may be registered at a time. :param handler: Type that will be used as the authentication handler ...
CondaAuthHandler
python
pytorch__pytorch
torch/utils/mobile_optimizer.py
{ "start": 237, "end": 6414 }
class ____(Enum): BUNDLED_INPUT = 1 REQUIRES_GRAD = 2 DROPOUT = 3 BATCHNORM = 4 def optimize_for_mobile( script_module: torch.jit.ScriptModule, optimization_blocklist: set[MobileOptimizerType] | None = None, preserved_methods: list[AnyStr] | None = None, backend: str = '...
LintCode
python
getsentry__sentry
src/sentry/integrations/jira/utils/create_issue_schema_transformers.py
{ "start": 297, "end": 4876 }
class ____(Exception): pass def parse_number_field(num_str: Any) -> int | float: try: if isinstance(num_str, str) and "." in num_str: return float(num_str) return int(num_str) except ValueError: raise JiraSchemaParseError(f"Invalid number value provided for field: '{nu...
JiraSchemaParseError
python
bokeh__bokeh
src/bokeh/core/query.py
{ "start": 7642, "end": 7963 }
class ____(_Operator): ''' Predicate to test if property values are less than some value. Construct and ``LT`` predicate as a dict with ``LT`` as the key, and a value to compare against. .. code-block:: python # matches any models with .size < 10 dict(size={ LT: 10 }) ''' pas...
LT
python
kamyu104__LeetCode-Solutions
Python/k-divisible-elements-subarrays.py
{ "start": 804, "end": 1720 }
class ____(object): def countDistinct(self, nums, k, p): """ :type nums: List[int] :type k: int :type p: int :rtype: int """ MOD, P = 10**9+7, 113 def check(nums, lookup, l, i): return all(any(nums[i+k] != nums[j+k] for k in xrange(l)) for ...
Solution2
python
jina-ai__jina
tests/integration/streaming/test_streaming.py
{ "start": 1520, "end": 3999 }
class ____(Executor): @requests(on='/hello') async def task(self, doc: Document, **kwargs): for i in range(5): yield Document(text=f'{doc.text} {i}') await asyncio.sleep(0.5) @pytest.mark.asyncio @pytest.mark.parametrize('protocol', ['http', 'grpc']) @pytest.mark.parametrize('i...
WaitStreamExecutor
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeNarrowingTypeEquals1.py
{ "start": 1210, "end": 1613 }
class ____: pass def func6(val: AFinal | BFinal) -> None: if type(val) == AFinal: reveal_type(val, expected_text="AFinal") else: reveal_type(val, expected_text="BFinal") def func7(val: Any): if type(val) == int: reveal_type(val, expected_text="int") else: reveal_t...
BFinal
python
getsentry__sentry
fixtures/page_objects/base.py
{ "start": 100, "end": 409 }
class ____: """Base class for PageObjects""" def __init__(self, browser: Browser): self.browser = browser @property def driver(self): return self.browser.driver def wait_until_loaded(self): self.browser.wait_until_not('[data-test-id="loading-indicator"]')
BasePage
python
sympy__sympy
sympy/functions/special/bessel.py
{ "start": 30139, "end": 32635 }
class ____(SphericalBesselBase): r""" Spherical Bessel function of the first kind. Explanation =========== This function is a solution to the spherical Bessel equation .. math :: z^2 \frac{\mathrm{d}^2 w}{\mathrm{d}z^2} + 2z \frac{\mathrm{d}w}{\mathrm{d}z} + (z^2 - \nu(\nu +...
jn
python
getsentry__sentry
src/sentry/notifications/models/notificationaction.py
{ "start": 861, "end": 1286 }
class ____(IntEnum): @classmethod def as_choices(cls) -> tuple[tuple[int, str], ...]: raise NotImplementedError @classmethod def get_name(cls, value: int) -> str | None: return dict(cls.as_choices()).get(value) @classmethod def get_value(cls, name: str) -> int | None: i...
FlexibleIntEnum
python
openai__openai-python
src/openai/types/realtime/realtime_truncation_retention_ratio.py
{ "start": 252, "end": 691 }
class ____(BaseModel): post_instructions: Optional[int] = None """ Maximum tokens allowed in the conversation after instructions (which including tool definitions). For example, setting this to 5,000 would mean that truncation would occur when the conversation exceeds 5,000 tokens after instructions...
TokenLimits
python
streamlit__streamlit
lib/streamlit/testing/v1/element_tree.py
{ "start": 53014, "end": 53596 }
class ____(Block): """Base class for the sidebar and main body containers.""" def __init__( self, proto: BlockProto | None, root: ElementTree, type: str | None = None, ) -> None: self.children = {} self.proto = proto if type: self.type = t...
SpecialBlock
python
kamyu104__LeetCode-Solutions
Python/matrix-block-sum.py
{ "start": 37, "end": 773 }
class ____(object): def matrixBlockSum(self, mat, K): """ :type mat: List[List[int]] :type K: int :rtype: List[List[int]] """ m, n = len(mat), len(mat[0]) accu = [[0 for _ in xrange(n+1)] for _ in xrange(m+1)] for i in xrange(m): for j in x...
Solution
python
agronholm__apscheduler
src/apscheduler/executors/thread.py
{ "start": 324, "end": 900 }
class ____(JobExecutor): """ Executes functions in a thread pool. :param max_workers: the maximum number of worker threads to keep """ max_workers: int = 40 _limiter: CapacityLimiter = attrs.field(init=False) async def start(self, exit_stack: AsyncExitStack) -> None: self._limiter...
ThreadPoolJobExecutor
python
google__pytype
pytype/tools/runner.py
{ "start": 72, "end": 931 }
class ____: """Convenience wrapper around subprocess. Use as: ret, out, err = BinaryRun([exe, arg, ...]).communicate() """ def __init__(self, args, dry_run=False): self.args = args self.results = None if dry_run: self.results = (0, b"", b"") else: self.proc = subprocess.Popen(...
BinaryRun
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/abstractClass10.py
{ "start": 616, "end": 1116 }
class ____(A): @staticmethod def method1() -> None: # This should generate an error. return super(B).method1() @staticmethod def method2() -> None: return super(B).method2() @classmethod def method3(cls) -> None: # This should generate an error. return s...
B
python
numba__numba
numba/tests/test_unsafe_intrinsics.py
{ "start": 4723, "end": 5345 }
class ____(TestCase): def test_dump_refcount(self): @njit def use_dump_refcount(): a = np.ones(10) b = (a, a) dump_refcount(a) dump_refcount(b) # Capture output to sys.stdout with captured_stdout() as stream: use_dump_refco...
TestRefCount
python
django-import-export__django-import-export
tests/core/tests/admin_integration/test_export.py
{ "start": 16533, "end": 19962 }
class ____(TestCase): mock_request = MagicMock(spec=HttpRequest) mock_request.POST = {"django-import-export-format": 0, "bookresource_id": True} class TestMixin(ExportMixin): model = Book def __init__(self, test_str=None): self.test_str = test_str def get_data_for_expo...
TestExportEncoding
python
matplotlib__matplotlib
lib/matplotlib/backends/backend_tkcairo.py
{ "start": 164, "end": 771 }
class ____(FigureCanvasCairo, FigureCanvasTk): def draw(self): width = int(self.figure.bbox.width) height = int(self.figure.bbox.height) surface = cairo.ImageSurface(cairo.FORMAT_ARGB32, width, height) self._renderer.set_context(cairo.Context(surface)) self._renderer.dpi = se...
FigureCanvasTkCairo
python
spyder-ide__spyder
spyder/plugins/maininterpreter/container.py
{ "start": 881, "end": 12326 }
class ____(PluginMainContainer): sig_interpreter_changed = Signal(str) """ Signal to report that the main interpreter has changed. Parameters ---------- path: str Path to the new interpreter. """ sig_environments_updated = Signal(dict) """ This signal is emitted when t...
MainInterpreterContainer
python
jina-ai__jina
jina/jaml/parsers/executor/legacy.py
{ "start": 222, "end": 4515 }
class ____(BaseLegacyParser): """Legacy parser for executor.""" def parse( self, cls: Type['BaseExecutor'], data: Dict, runtime_args: Optional[Dict[str, Any]] = None, ) -> 'BaseExecutor': """ :param cls: target class type to parse into, must be a :class:`JAML...
ExecutorLegacyParser
python
davidhalter__jedi
jedi/inference/gradual/base.py
{ "start": 11251, "end": 11969 }
class ____(ValueWrapper): def py__stop_iteration_returns(self): for cls in self._wrapped_value.class_value.py__mro__(): if cls.py__name__() == 'Generator': generics = cls.get_generics() try: return generics[2].execute_annotation() ...
_GenericInstanceWrapper
python
pennersr__django-allauth
allauth/account/views.py
{ "start": 42432, "end": 46358 }
class ____(NextRedirectMixin, FormView): form_class = VerifyPhoneForm template_name = ( "account/confirm_phone_verification_code." + app_settings.TEMPLATE_EXTENSION ) @cached_property def _action(self): action = self.request.POST.get("action") valid_actions = ["verify"] ...
_BaseVerifyPhoneView
python
weaviate__weaviate-python-client
weaviate/groups/base.py
{ "start": 3449, "end": 6160 }
class ____(Generic[ConnectionType], _BaseExecutor[ConnectionType]): @overload def get_assigned_roles( self, *, group_id: str, include_permissions: Literal[False] = False ) -> executor.Result[Dict[str, RoleBase]]: ... @overload def get_assigned_roles( self, *, group_id: str, include_...
_GroupsOIDCExecutor
python
astropy__astropy
astropy/visualization/stretch.py
{ "start": 25347, "end": 27445 }
class ____(BaseStretch): r""" A stretch that takes into account contrast and bias. The stretch is given by: .. math:: y = (x - {\rm bias}) * {\rm contrast} + 0.5 and the output values are clipped to the [0:1] range. Parameters ---------- contrast : float The contrast ...
ContrastBiasStretch
python
pytorch__pytorch
test/torch_np/numpy_tests/core/test_dtype.py
{ "start": 11189, "end": 11904 }
class ____(TestCase): def test_simple(self): class dt: dtype = np.dtype("f8") assert np.dtype(dt) == np.float64 assert np.dtype(dt()) == np.float64 @skip( reason="We simply require the .name attribute, so this " "fails with an AttributeError." ) def ...
TestFromDTypeAttribute
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/exc.py
{ "start": 25979, "end": 26111 }
class ____(Base20DeprecationWarning): """indicates an API that is in 'legacy' status, a long term deprecation."""
LegacyAPIWarning
python
tensorflow__tensorflow
tensorflow/python/summary/plugin_asset_test.py
{ "start": 887, "end": 1055 }
class ____(plugin_asset.PluginAsset): """An example asset with a dummy serialize method provided, but no name.""" def assets(self): return {}
_UnnamedPluginAsset
python
huggingface__transformers
src/transformers/models/deepseek_vl_hybrid/modeling_deepseek_vl_hybrid.py
{ "start": 9257, "end": 10749 }
class ____(PreTrainedModel): config: DeepseekVLHybridConfig base_model_prefix = "model" input_modalities = ("image", "text") supports_gradient_checkpointing = True _no_split_modules = ["LlamaDecoderLayer"] _skip_keys_device_placement = ["past_key_values", "causal_mask"] _supports_flash_attn ...
DeepseekVLHybridPreTrainedModel
python
tensorflow__tensorflow
tensorflow/python/training/input_test.py
{ "start": 16707, "end": 17391 }
class ____(test_lib.TestCase): def testListInputs(self): l = [1, 2, 3, 11, 22, 33] l2 = inp._as_tensor_list(l) self.assertEqual(l, l2) l3 = inp._as_original_type(l, l2) self.assertEqual(l, l3) def testDictInputs(self): d = {"a": 1, "b": 2, "c": 3, "aa": 11, "bb": 22, "cc": 33} l = inp....
DictHelperTest
python
mlflow__mlflow
tests/store/tracking/test_plugin_validation.py
{ "start": 2902, "end": 4153 }
class ____(SqlAlchemyStore): pass db_path = r"{db_path}" artifact_path = r"{artifact_path}" store = PluginStore(f"sqlite:///{{db_path}}", artifact_path) dataset = store.create_dataset("test_dataset", tags={{"key": "value"}}, experiment_ids=[]) assert dataset is not None assert dataset.name == "test_dataset" """ ...
PluginStore
python
dagster-io__dagster
python_modules/dagster/dagster/_core/definitions/declarative_automation/operators/check_operators.py
{ "start": 4632, "end": 6037 }
class ____(ChecksAutomationCondition): @property def base_name(self) -> str: return "ANY_CHECKS_MATCH" @property def operator_type(self) -> OperatorType: return "or" async def evaluate(self, context: AutomationContext[AssetKey]) -> AutomationResult[AssetKey]: # pyright: ignore[rep...
AnyChecksCondition
python
scipy__scipy
scipy/integrate/_ivp/rk.py
{ "start": 22150, "end": 22800 }
class ____(DenseOutput): def __init__(self, t_old, t, y_old, F): super().__init__(t_old, t) self.h = t - t_old self.F = F self.y_old = y_old def _call_impl(self, t): x = (t - self.t_old) / self.h if t.ndim == 0: y = np.zeros_like(self.y_old) ...
Dop853DenseOutput
python
chroma-core__chroma
chromadb/test/property/test_collections_with_database_tenant_overwrite.py
{ "start": 793, "end": 7713 }
class ____( TenantDatabaseCollectionStateMachine ): singleton_client: Client singleton_admin_client: AdminAPI root_client: Client root_admin_client: AdminAPI def __init__( self, singleton_client: Client, root_client: Client, client_factories: ClientFactories, ...
SingletonTenantDatabaseCollectionStateMachine
python
great-expectations__great_expectations
great_expectations/exceptions/resource_freshness.py
{ "start": 2275, "end": 2594 }
class ____(ResourceFreshnessError): def __init__(self, name: str) -> None: super().__init__( f"BatchDefinition '{name}' has changed since it has last been saved. " "Please update using the parent asset or data source, then try your action again." )
BatchDefinitionNotFreshError
python
numba__numba
numba/core/typing/builtins.py
{ "start": 28145, "end": 28617 }
class ____(AbstractTemplate): def generic(self, args, kws): assert not kws [arg] = args if isinstance(arg, (types.Boolean, types.Number)): return signature(types.boolean, arg) # XXX typing for bool cannot be polymorphic because of the # types.Function thing, so w...
Bool
python
tox-dev__tox
src/tox/config/of_type.py
{ "start": 2249, "end": 4802 }
class ____(ConfigDefinition[T]): # noqa: PLW1641 """A configuration definition that comes from a source (such as in memory, an ini file, a toml file, etc.).""" def __init__( # noqa: PLR0913 self, keys: Iterable[str], desc: str, of_type: type[T] | UnionType, default: Ca...
ConfigDynamicDefinition
python
django__django
tests/serializers/models/base.py
{ "start": 1945, "end": 2166 }
class ____(models.Model): author = models.OneToOneField(Author, models.CASCADE, primary_key=True) date_of_birth = models.DateField() def __str__(self): return "Profile of %s" % self.author
AuthorProfile
python
pytorch__pytorch
torch/backends/cuda/__init__.py
{ "start": 2509, "end": 3797 }
class ____: r""" Represent all cuFFT plan caches, return the cuFFTPlanCache for a given device when indexed. Finally, this object, when used directly as a `cuFFTPlanCache` object (e.g., setting the `.max_size`) attribute, the current device's cuFFT plan cache is used. """ __initialized = F...
cuFFTPlanCacheManager
python
dagster-io__dagster
python_modules/libraries/dagster-airbyte/dagster_airbyte/managed/generated/destinations.py
{ "start": 118974, "end": 119692 }
class ____(GeneratedAirbyteDestination): @public def __init__(self, name: str, host: str, api_key: Optional[str] = None): """Airbyte Destination for Meilisearch. Documentation can be found at https://docs.airbyte.com/integrations/destinations/meilisearch Args: name (str): T...
MeilisearchDestination
python
sqlalchemy__sqlalchemy
test/orm/test_cycles.py
{ "start": 46472, "end": 47584 }
class ____(fixtures.DeclarativeMappedTest): """test #12748""" run_setup_classes = "each" @classmethod def setup_classes(cls): Base = cls.DeclarativeBasic count = 0 def _counter(): nonlocal count count += 1 return count class Parent...
PostUpdatePrefetchTest
python
Textualize__textual
tests/test_binding_inheritance.py
{ "start": 14267, "end": 14684 }
class ____(Static, can_focus=True, inherit_bindings=False): """A widget that has its own bindings for the movement keys, no binding inheritance.""" BINDINGS = AppKeyRecorder.make_bindings("local_") async def action_local_record(self, key: str) -> None: # Sneaky forward reference. Just for the purp...
WidgetWithBindingsNoInherit
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/dialects/mysql/types.py
{ "start": 766, "end": 1118 }
class ____: """Base for MySQL numeric types. This is the base both for NUMERIC as well as INTEGER, hence it's a mixin. """ def __init__( self, unsigned: bool = False, zerofill: bool = False, **kw: Any ): self.unsigned = unsigned self.zerofill = zerofill super()...
_NumericCommonType
python
django__django
tests/migrations/migrations_test_apps/alter_fk/author_app/migrations/0002_alter_id.py
{ "start": 43, "end": 421 }
class ____(migrations.Migration): dependencies = [ ("author_app", "0001_initial"), ("book_app", "0001_initial"), # Forces the book table to alter the FK ] operations = [ migrations.AlterField( model_name="author", name="id", field=models.CharFiel...
Migration
python
getsentry__sentry
src/sentry/discover/endpoints/discover_key_transactions.py
{ "start": 5632, "end": 6534 }
class ____(KeyTransactionBase): publish_status = { "GET": ApiPublishStatus.PRIVATE, } permission_classes = (KeyTransactionPermission,) def get(self, request: Request, organization: Organization) -> Response: if not self.has_feature(organization, request): return Response(sta...
KeyTransactionListEndpoint
python
walkccc__LeetCode
solutions/3159. Find Occurrences of an Element in an Array/3159.py
{ "start": 0, "end": 295 }
class ____: def occurrencesOfElement( self, nums: list[int], queries: list[int], x: int, ) -> list[int]: indices = [i for i, num in enumerate(nums) if num == x] return [indices[query - 1] if query <= len(indices) else -1 for query in queries]
Solution
python
pyinstaller__pyinstaller
PyInstaller/utils/osx.py
{ "start": 12999, "end": 31254 }
class ____(Exception): """ Exception raised by `binary_to_target_arch` when the passed binary fails the strict architecture check. """ def __init__(self, message): url = "https://pyinstaller.org/en/stable/feature-notes.html#macos-multi-arch-support" super().__init__(f"{message} For detai...
IncompatibleBinaryArchError
python
spack__spack
lib/spack/spack/vendor/ruamel/yaml/comments.py
{ "start": 23769, "end": 24160 }
class ____(CommentedMapView): __slots__ = () def __contains__(self, value): # type: (Any) -> Any for key in self._mapping: if value == self._mapping[key]: return True return False def __iter__(self): # type: () -> Any for key in self._map...
CommentedMapValuesView
python
pytorch__pytorch
torch/_inductor/codegen/common.py
{ "start": 8418, "end": 8778 }
class ____: scheduling: SchedulingConstructor wrapper_codegen: WrapperConstructor cpp_wrapper_codegen: Optional[WrapperConstructor] = None fx_wrapper_codegen: Optional[WrapperConstructor] = None KernelArgType = Union[WorkspaceArg, TensorArg, SizeArg, TMADescriptorArg, ConstexprArg] device_codegens: d...
DeviceCodegen
python
google__pytype
pytype/tests/test_dataclass_transform.py
{ "start": 3050, "end": 7196 }
class ____(test_base.BaseTest): """Tests for @dataclass_transform on classes.""" def test_single_inheritance(self): self.CheckWithErrors(""" from typing_extensions import dataclass_transform @dataclass_transform() class Base: ... class A(Base): x: int y: str ...
TestClass
python
apache__airflow
providers/microsoft/azure/src/airflow/providers/microsoft/azure/operators/powerbi.py
{ "start": 6409, "end": 8930 }
class ____(BaseOperator): """ Gets a list of workspaces where the service principal from the connection is assigned as admin. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:PowerBIWorkspaceListOperator` :param conn_id: The ...
PowerBIWorkspaceListOperator
python
python-markdown__markdown
markdown/extensions/codehilite.py
{ "start": 9778, "end": 11192 }
class ____(Treeprocessor): """ Highlight source code in code blocks. """ config: dict[str, Any] def code_unescape(self, text: str) -> str: """Unescape code.""" text = text.replace("&lt;", "<") text = text.replace("&gt;", ">") # Escaped '&' should be replaced at the end to a...
HiliteTreeprocessor
python
openai__openai-python
src/openai/types/chat/chat_completion_token_logprob.py
{ "start": 867, "end": 1769 }
class ____(BaseModel): token: str """The token.""" bytes: Optional[List[int]] = None """A list of integers representing the UTF-8 bytes representation of the token. Useful in instances where characters are represented by multiple tokens and their byte representations must be combined to genera...
ChatCompletionTokenLogprob
python
pyparsing__pyparsing
pyparsing/core.py
{ "start": 198962, "end": 202228 }
class ____(ParseElementEnhance): """Lookbehind matching of the given parse expression. ``PrecededBy`` does not advance the parsing position within the input string, it only verifies that the specified parse expression matches prior to the current position. ``PrecededBy`` always returns a null token...
PrecededBy
python
run-llama__llama_index
llama-index-integrations/embeddings/llama-index-embeddings-ollama/llama_index/embeddings/ollama/base.py
{ "start": 355, "end": 5083 }
class ____(BaseEmbedding): """Class for Ollama embeddings.""" base_url: str = Field(description="Base url the model is hosted by Ollama") model_name: str = Field(description="The Ollama model to use.") embed_batch_size: int = Field( default=DEFAULT_EMBED_BATCH_SIZE, description="The bat...
OllamaEmbedding
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 106920, "end": 107269 }
class ____(sgqlc.types.Input): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("user_id", "client_mutation_id") user_id = sgqlc.types.Field(sgqlc.types.non_null(ID), graphql_name="userId") client_mutation_id = sgqlc.types.Field(String, graphql_name="cli...
FollowUserInput
python
realpython__materials
python-mixins/utils.py
{ "start": 35, "end": 290 }
class ____: def __setitem__(self, key, value): super().__setitem__(key, value) print(f"Item set: {key=!r}, {value=!r}") def __delitem__(self, key): super().__delitem__(key) print(f"Item deleted: {key=!r}")
DebugMixin
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/paramSpec14.py
{ "start": 396, "end": 723 }
class ____: @deco @classmethod def identity_cls(cls, val: float) -> float: return val @deco @staticmethod def identity_static(val: float) -> float: return val reveal_type(ClassA.identity_cls(1.2), expected_text="int") reveal_type(ClassA.identity_static(1.2), expected_text="int...
ClassA
python
PyCQA__pylint
pylint/pyreverse/diagrams.py
{ "start": 10104, "end": 13099 }
class ____(ClassDiagram): """Package diagram handling.""" TYPE = "package" def modules(self) -> list[PackageEntity]: """Return all module nodes in the diagram.""" return [o for o in self.objects if isinstance(o, PackageEntity)] def module(self, name: str) -> PackageEntity: """...
PackageDiagram
python
encode__django-rest-framework
tests/test_renderers.py
{ "start": 4584, "end": 10571 }
class ____(TestCase): """ End-to-end testing of renderers using an RendererMixin on a generic view. """ def test_default_renderer_serializes_content(self): """If the Accept header is not set the default renderer should serialize the response.""" resp = self.client.get('/') self.a...
RendererEndToEndTests
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/enum1.py
{ "start": 8165, "end": 8264 }
class ____(TestEnum22Base): A = 1 reveal_type(TestEnum22.A.value, expected_text="str")
TestEnum22
python
pyqtgraph__pyqtgraph
pyqtgraph/exporters/CSVExporter.py
{ "start": 264, "end": 4580 }
class ____(Exporter): Name = "CSV of original plot data" windows = [] def __init__(self, item): Exporter.__init__(self, item) self.params = Parameter.create(name='params', type='group', children=[ { 'name': 'separator', 'title': translate("Exporter...
CSVExporter
python
numba__numba
numba/cuda/tests/cudapy/test_idiv.py
{ "start": 129, "end": 1056 }
class ____(CUDATestCase): def test_inplace_div(self): @cuda.jit(void(float32[:, :], int32, int32)) def div(grid, l_x, l_y): for x in range(l_x): for y in range(l_y): grid[x, y] /= 2.0 x = np.ones((2, 2), dtype=np.float32) grid = cuda....
TestCudaIDiv
python
Lightning-AI__lightning
examples/pytorch/domain_templates/semantic_segmentation.py
{ "start": 1783, "end": 5595 }
class ____(Dataset): """Class for KITTI Semantic Segmentation Benchmark dataset. Dataset link - http://www.cvlibs.net/datasets/kitti/eval_semseg.php?benchmark=semantics2015 There are 34 classes in the given labels. However, not all of them are useful for training (like railings on highways, road divid...
KITTI
python
networkx__networkx
networkx/classes/tests/dispatch_interface.py
{ "start": 873, "end": 954 }
class ____(MultiGraph): __networkx_backend__ = "nx_loopback"
LoopbackMultiGraph
python
huggingface__transformers
src/transformers/models/swin/modeling_swin.py
{ "start": 1539, "end": 2487 }
class ____(ModelOutput): r""" reshaped_hidden_states (`tuple(torch.FloatTensor)`, *optional*, returned when `output_hidden_states=True` is passed or when `config.output_hidden_states=True`): Tuple of `torch.FloatTensor` (one for the output of the embeddings + one for the output of each stage) of ...
SwinEncoderOutput