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python
apache__airflow
airflow-core/src/airflow/models/backfill.py
{ "start": 2030, "end": 2186 }
class ____(AirflowException): """ Raised when attempting to create backfill and one already active. :meta private: """
AlreadyRunningBackfill
python
matplotlib__matplotlib
galleries/examples/event_handling/image_slices_viewer.py
{ "start": 517, "end": 1511 }
class ____: def __init__(self, ax, X): self.index = 0 self.X = X self.ax = ax self.im = ax.imshow(self.X[:, :, self.index]) self.update() def on_scroll(self, event): print(event.button, event.step) increment = 1 if event.button == 'up' else -1 max...
IndexTracker
python
huggingface__transformers
tests/models/longformer/test_modeling_longformer.py
{ "start": 1435, "end": 12855 }
class ____: def __init__( self, parent, batch_size=13, seq_length=7, is_training=True, use_input_mask=True, use_token_type_ids=True, use_labels=True, vocab_size=99, hidden_size=32, num_hidden_layers=2, num_attention_head...
LongformerModelTester
python
doocs__leetcode
solution/2900-2999/2925.Maximum Score After Applying Operations on a Tree/Solution.py
{ "start": 0, "end": 670 }
class ____: def maximumScoreAfterOperations( self, edges: List[List[int]], values: List[int] ) -> int: def dfs(i: int, fa: int = -1) -> (int, int): a = b = 0 leaf = True for j in g[i]: if j != fa: leaf = False ...
Solution
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1120706, "end": 1121047 }
class ____(sgqlc.types.Type, Contribution): """Represents the contribution a user made on GitHub by opening an issue. """ __schema__ = github_schema __field_names__ = ("issue",) issue = sgqlc.types.Field(sgqlc.types.non_null("Issue"), graphql_name="issue") """The issue that was opened.""" ...
CreatedIssueContribution
python
getsentry__sentry
tests/sentry/utils/test_projectflags.py
{ "start": 295, "end": 1642 }
class ____(TestCase): @patch.object(test_signal, "send_robust") def test_basic(self, mock_send_robust: Mock) -> None: assert not self.project.flags.has_transactions assert set_project_flag_and_signal(self.project, "has_transactions", test_signal) == 1 mock_send_robust.assert_called_once_...
SetProjectFlagsAndSignalTest
python
bokeh__bokeh
tests/unit/bokeh/server/test_contexts.py
{ "start": 1310, "end": 1785 }
class ____: def test_init(self) -> None: ac = bsc.ApplicationContext("app", io_loop="ioloop") c = bsc.BokehServerContext(ac) assert c.application_context == ac assert len(gc.get_referrers(ac)) == 0 def test_sessions(self) -> None: ac = bsc.ApplicationContext("app", io_lo...
TestBokehServerContext
python
prompt-toolkit__python-prompt-toolkit
src/prompt_toolkit/layout/processors.py
{ "start": 4890, "end": 5159 }
class ____(Processor): """ A `Processor` that doesn't do anything. """ def apply_transformation( self, transformation_input: TransformationInput ) -> Transformation: return Transformation(transformation_input.fragments)
DummyProcessor
python
joke2k__faker
faker/providers/ssn/nl_BE/__init__.py
{ "start": 172, "end": 2868 }
class ____(SsnProvider): def ssn(self) -> str: """ Returns a 11 digits Belgian SSN called "rijksregisternummer" as a string The first 6 digits represent the birthdate with (in order) year, month and day. The second group of 3 digits is represents a sequence number (order of birth). ...
Provider
python
gevent__gevent
src/gevent/tests/test__server.py
{ "start": 563, "end": 1965 }
class ____(StreamServer): def handle(self, client_socket, _address): # pylint:disable=method-hidden fd = client_socket.makefile() try: request_line = fd.readline() if not request_line: return try: _method, path, _rest = request_lin...
SimpleStreamServer
python
pennersr__django-allauth
allauth/app_settings.py
{ "start": 31, "end": 1324 }
class ____: def __init__(self, prefix): self.prefix = prefix def _setting(self, name, dflt): from allauth.utils import get_setting return get_setting(self.prefix + name, dflt) @property def SITES_ENABLED(self): return apps.is_installed("django.contrib.sites") @pro...
AppSettings
python
tensorflow__tensorflow
tensorflow/python/ops/functional_ops_test.py
{ "start": 1119, "end": 2776 }
class ____(test.TestCase): def testIfWithDefun(self): # Defun should only be used in graph mode with ops.Graph().as_default(): @function.Defun(dtypes.float32) def Then(x): return x + 1 @function.Defun(dtypes.float32) def Else(x): return x - 1 inputs = [10.] ...
FunctionalOpsTest
python
pytorch__pytorch
torch/distributed/elastic/rendezvous/dynamic_rendezvous.py
{ "start": 32610, "end": 32956 }
class ____: """Represent a rendezvous close operation.""" def __call__(self, ctx: _RendezvousContext, deadline: float) -> _Action: if ctx.state.closed: return _Action.FINISH if time.monotonic() > deadline: return _Action.ERROR_TIMEOUT return _Action.MARK_RENDEZVO...
_RendezvousCloseOp
python
ApeWorX__ape
tests/functional/test_deploymentscache.py
{ "start": 93, "end": 2464 }
class ____: CONTRACT_NAME = "DeploymentTestContractName" @pytest.fixture(scope="class") def contract_name(self): return self.CONTRACT_NAME @pytest.fixture def cache(self): return DeploymentDiskCache() def test_cache_deployment(self, zero_address, cache, contract_name): ...
TestDeploymentDiskCache
python
python-markdown__markdown
markdown/core.py
{ "start": 1511, "end": 21328 }
class ____: """ A parser which converts Markdown to HTML. Attributes: Markdown.tab_length (int): The number of spaces which correspond to a single tab. Default: `4`. Markdown.ESCAPED_CHARS (list[str]): List of characters which get the backslash escape treatment. Markdown.block_level...
Markdown
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/overloadOverlap1.py
{ "start": 1864, "end": 2321 }
class ____(Generic[_T1, _T2]): @overload def method1(self, a: _T1, b: tuple[_T2, ...]) -> int: ... @overload def method1(self, a: _T1, b: tuple[Any, ...]) -> int: ... def method1(self, *args: Any, **kwargs: Any) -> Any: ... @overload def method2(self, a: _T2, b: int) -> int: ... @ove...
GenericClass
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/flake8_self/SLF001_1.py
{ "start": 280, "end": 393 }
class ____: def __new__(cls): instance = super().__new__(cls) instance._value = 1 # fine
Ipsum
python
scrapy__scrapy
scrapy/http/cookies.py
{ "start": 4370, "end": 4479 }
class ____: def acquire(self) -> None: pass def release(self) -> None: pass
_DummyLock
python
conda__conda
conda/common/_logic.py
{ "start": 3615, "end": 5143 }
class ____: """Simple wrapper to call a SAT solver given a _ClauseList/_ClauseArray instance.""" def __init__(self, **run_kwargs): self._run_kwargs = run_kwargs or {} self._clauses = _ClauseList() # Bind some methods of _clauses to reduce lookups and call overhead. self.add_clau...
_SatSolver
python
great-expectations__great_expectations
contrib/great_expectations_zipcode_expectations/great_expectations_zipcode_expectations/expectations/expect_column_values_to_be_valid_nevada_zip.py
{ "start": 737, "end": 1735 }
class ____(ColumnMapMetricProvider): # This is the id string that will be used to reference your metric. condition_metric_name = "column_values.valid_nevada_zip" # This method implements the core logic for the PandasExecutionEngine @column_condition_partial(engine=PandasExecutionEngine) def _pandas...
ColumnValuesToBeValidNevadaZip
python
getsentry__sentry
fixtures/safe_migrations_apps/bad_flow_rename_field_app/migrations/0002_rename_field.py
{ "start": 145, "end": 432 }
class ____(CheckedMigration): dependencies = [ ("bad_flow_rename_field_app", "0001_initial"), ] operations = [ migrations.RenameField( model_name="TestTable", old_name="field", new_name="new_field", ), ]
Migration
python
sympy__sympy
sympy/simplify/hyperexpand.py
{ "start": 43238, "end": 44743 }
class ____(Operator): """ Decrement a lower b index. """ # XXX this is "essentially" the same as MeijerUnShiftA. This "essentially" # can be made rigorous using the functional equation G(1/z) = G'(z), # where G' denotes a G function of slightly altered parameters. # However, sorting out ...
MeijerUnShiftC
python
django__django
django/contrib/gis/geos/prototypes/io.py
{ "start": 4088, "end": 4610 }
class ____(GEOSBase): "Base class for GEOS I/O objects." def __init__(self): # Getting the pointer with the constructor. self.ptr = self._constructor() # Loading the real destructor function at this point as doing it in # __del__ is too late (import error). self.destruct...
IOBase
python
spyder-ide__spyder
spyder/utils/workers.py
{ "start": 6732, "end": 11730 }
class ____(QObject): """Manager for generic workers.""" def __init__(self, parent=None, max_threads=10): super().__init__(parent=parent) self.parent = parent self._queue = deque() self._queue_workers = deque() self._threads = [] self._workers = [] self._...
WorkerManager
python
scikit-image__scikit-image
tests/skimage/feature/test_canny.py
{ "start": 230, "end": 6388 }
class ____(unittest.TestCase): def test_00_00_zeros(self): '''Test that the Canny filter finds no points for a blank field''' result = feature.canny(np.zeros((20, 20)), 4, 0, 0, np.ones((20, 20), bool)) self.assertFalse(np.any(result)) def test_00_01_zeros_mask(self): '''Test th...
TestCanny
python
qdrant__qdrant-client
qdrant_client/embed/embed_inspector.py
{ "start": 362, "end": 6751 }
class ____: """Inspector which collects paths to objects requiring inference in the received models Attributes: parser: ModelSchemaParser instance """ def __init__(self, parser: Optional[ModelSchemaParser] = None) -> None: self.parser = ModelSchemaParser() if parser is None else parser...
InspectorEmbed
python
kamyu104__LeetCode-Solutions
Python/string-transformation.py
{ "start": 1311, "end": 3071 }
class ____(object): def numberOfWays(self, s, t, k): """ :type s: str :type t: str :type k: int :rtype: int """ MOD = 10**9+7 def matrix_mult(A, B): ZB = zip(*B) return [[sum(a*b % MOD for a, b in itertools.izip(row, col)) % MOD...
Solution2
python
mozilla__bleach
bleach/_vendor/parse.py
{ "start": 5051, "end": 5322 }
class ____(object): """Standard approach to decoding parsed results from bytes to str""" __slots__ = () def decode(self, encoding='ascii', errors='strict'): return self._decoded_counterpart(*(x.decode(encoding, errors) for x in self))
_ResultMixinBytes
python
huggingface__transformers
src/transformers/models/dab_detr/modeling_dab_detr.py
{ "start": 1976, "end": 3796 }
class ____(BaseModelOutputWithCrossAttentions): r""" cross_attentions (`tuple(torch.FloatTensor)`, *optional*, returned when `output_attentions=True` and `config.add_cross_attention=True` is passed or when `config.output_attentions=True`): Tuple of `torch.FloatTensor` (one for each layer) of shape `(bat...
DabDetrDecoderOutput
python
numba__numba
numba/core/typing/arraydecl.py
{ "start": 20779, "end": 21270 }
class ____(AttributeTemplate): key = types.DType def resolve_type(self, ary): # Wrap the numeric type in NumberClass return types.NumberClass(ary.dtype) def resolve_kind(self, ary): if isinstance(ary.key, types.scalars.Float): val = 'f' elif isinstance(ary.key, ...
DTypeAttr
python
xlwings__xlwings
xlwings/constants.py
{ "start": 84579, "end": 85728 }
class ____: xlPatternAutomatic = -4105 # from enum XlPattern xlPatternChecker = 9 # from enum XlPattern xlPatternCrissCross = 16 # from enum XlPattern xlPatternDown = -4121 # from enum XlPattern xlPatternGray16 = 17 # from enum XlPattern xlPatternGray25 = -4124 # from enum XlPattern xl...
Pattern
python
catalyst-team__catalyst
catalyst/metrics/_accuracy.py
{ "start": 4948, "end": 10302 }
class ____(AdditiveMetric, ICallbackBatchMetric): """ This metric computes accuracy for multilabel classification case. It computes mean value of accuracy and it's approximate std value (note that it's not a real accuracy std but std of accuracy over batch mean values). Args: compute_on_cal...
MultilabelAccuracyMetric
python
sympy__sympy
sympy/utilities/codegen.py
{ "start": 54844, "end": 64114 }
class ____(CodeGen): """Generator for Octave code. The .write() method inherited from CodeGen will output a code file <prefix>.m. Octave .m files usually contain one function. That function name should match the filename (``prefix``). If you pass multiple ``name_expr`` pairs, the latter ones...
OctaveCodeGen
python
pytest-dev__pytest
src/_pytest/capture.py
{ "start": 9017, "end": 9807 }
class ____(abc.ABC, Generic[AnyStr]): EMPTY_BUFFER: AnyStr @abc.abstractmethod def __init__(self, fd: int) -> None: raise NotImplementedError() @abc.abstractmethod def start(self) -> None: raise NotImplementedError() @abc.abstractmethod def done(self) -> None: rais...
CaptureBase
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_macro02.py
{ "start": 315, "end": 953 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("macro02.xlsm") def test_create_file(self): """Test the creation of a simple XlsxWriter file.""" workbook = Workbook(self.got_filen...
TestCompareXLSXFiles
python
pypa__pip
src/pip/_vendor/rich/containers.py
{ "start": 461, "end": 1678 }
class ____: """A list subclass which renders its contents to the console.""" def __init__( self, renderables: Optional[Iterable["RenderableType"]] = None ) -> None: self._renderables: List["RenderableType"] = ( list(renderables) if renderables is not None else [] ) ...
Renderables
python
scipy__scipy
scipy/linalg/tests/test_basic.py
{ "start": 59966, "end": 74529 }
class ____: lapack_drivers = ('gelsd', 'gelss', 'gelsy', None) def test_simple_exact(self): for dtype in REAL_DTYPES: a = np.array([[1, 20], [-30, 4]], dtype=dtype) for lapack_driver in TestLstsq.lapack_drivers: for overwrite in (True, False): ...
TestLstsq
python
huggingface__transformers
tests/models/longt5/test_modeling_longt5.py
{ "start": 49581, "end": 66717 }
class ____(unittest.TestCase): @cached_property def model(self): return LongT5ForConditionalGeneration.from_pretrained("Stancld/longt5-tglobal-large-16384-pubmed-3k_steps").to( torch_device ) @cached_property def tokenizer(self): return AutoTokenizer.from_pretrained(...
LongT5ModelIntegrationTests
python
tensorflow__tensorflow
tensorflow/python/distribute/test_util.py
{ "start": 1622, "end": 10622 }
class ____: cluster: dict max_num_worker: int max_num_ps: int def get_cluster_def(cluster_params, num_workers, num_ps): if (num_workers > cluster_params.max_num_worker or num_ps > cluster_params.max_num_ps): raise ValueError("Requesting more servers than the maximum, adjust" "cl...
TestClusterParams
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql_tests/graphql/repo.py
{ "start": 46184, "end": 60832 }
class ____(AutomationCondition): @property def name(self) -> str: return "some_custom_name" def evaluate(self): ... # pyright: ignore[reportIncompatibleMethodOverride] @asset(automation_condition=MyAutomationCondition().since_last_handled()) def asset_with_custom_automation_condition() -> None: ...
MyAutomationCondition
python
walkccc__LeetCode
solutions/831. Masking Personal Information/831.py
{ "start": 0, "end": 337 }
class ____: def maskPII(self, s: str) -> str: atIndex = s.find('@') if atIndex != -1: s = s.lower() return s[0] + '*' * 5 + s[atIndex - 1:] ans = ''.join(c for c in s if c.isdigit()) if len(ans) == 10: return '***-***-' + ans[-4:] return '+' + '*' * (len(ans) - 10) + '-***-***-...
Solution
python
numba__numba
numba/tests/test_struct_ref.py
{ "start": 10426, "end": 11316 }
class ____(structref.StructRefProxy): def __new__(cls, value, parent): return structref.StructRefProxy.__new__(cls, value, parent) @property def value(self): return PolygonStruct_get_value(self) @property def parent(self): return PolygonStruct_get_parent(self) @njit def P...
PolygonStruct
python
huggingface__transformers
src/transformers/models/perception_lm/processing_perception_lm.py
{ "start": 1379, "end": 11052 }
class ____(ProcessorMixin): r""" Constructs a PerceptionLM processor which wraps a PerceptionLM image processor, a PerceptionLM video processor, and a tokenizer into a single processor. [`PerceptionLMProcessor`] offers all the functionalities of [`PerceptionLMImageProcessorFast`], [`PerceptionLMVideoProces...
PerceptionLMProcessor
python
mlflow__mlflow
mlflow/pyfunc/__init__.py
{ "start": 46676, "end": 164117 }
class ____(PyFuncModel): def __init__(self, model_meta: Model, client: Any, server_pid: int, env_manager="local"): super().__init__(model_meta=model_meta, model_impl=client, predict_fn="invoke") self._client = client self._server_pid = server_pid # We need to set `env_manager` attrib...
_ServedPyFuncModel
python
realpython__materials
python-built-in-functions/stack.py
{ "start": 0, "end": 279 }
class ____: def __init__(self, items=None): self.items = list(items) if items is not None else [] def push(self, item): self.items.append(item) def pop(self): return self.items.pop() def __bool__(self): return bool(self.items)
Stack
python
pytorch__pytorch
torch/distributed/flight_recorder/components/types.py
{ "start": 12011, "end": 21817 }
class ____: """Parses relevant info about operation out of 'event' dict examples of supported `profiling_name`s: nccl:broadcast nccl:send 1->2 nccl:recv 3<-0 """ def __init__( self, event: dict[Any, Any], memberships: dict[str, set[Any]], pg_name: str ): sel...
Op
python
astropy__astropy
astropy/logger.py
{ "start": 19615, "end": 19825 }
class ____: """A filter for the record origin.""" def __init__(self, origin): self.origin = origin def filter(self, record): return record.origin.startswith(self.origin)
FilterOrigin
python
jupyterlab__jupyterlab
jupyterlab/labextensions.py
{ "start": 7413, "end": 8482 }
class ____(BaseExtensionApp): description = "(developer) Develop labextension" flags = develop_flags user = Bool(False, config=True, help="Whether to do a user install") sys_prefix = Bool(True, config=True, help="Use the sys.prefix as the prefix") overwrite = Bool(False, config=True, help="Whether ...
DevelopLabExtensionApp
python
tensorflow__tensorflow
tensorflow/python/debug/lib/debug_events_monitors.py
{ "start": 3081, "end": 4400 }
class ____(object): """Alert for Infinity and NaN values.""" def __init__(self, wall_time, op_type, output_slot, size=None, num_neg_inf=None, num_pos_inf=None, num_nan=None, execution_index=None,...
InfNanAlert
python
getsentry__sentry
src/sentry/seer/anomaly_detection/types.py
{ "start": 2501, "end": 2601 }
class ____(IntEnum): ABOVE = 0 BELOW = 1 ABOVE_AND_BELOW = 2
AnomalyDetectionThresholdType
python
realpython__materials
python-dict-attribute/person.py
{ "start": 0, "end": 695 }
class ____: def __init__(self, first_name, last_name, age): self.first_name = first_name self.last_name = last_name self.age = age def __str__(self): return "{first_name} {last_name} is {age} years old".format( **self.__dict__ ) def __repr__(self): ...
Person
python
fluentpython__example-code-2e
18-with-match/lispy/py3.9/lis.py
{ "start": 1666, "end": 5490 }
class ____(ChainMap[Symbol, Any]): "A ChainMap that allows changing an item in-place." def change(self, key: Symbol, value: Any) -> None: "Find where key is defined and change the value there." for map in self.maps: if key in map: map[key] = value # type: ignore[ind...
Environment
python
wandb__wandb
wandb/vendor/pygments/styles/perldoc.py
{ "start": 462, "end": 2175 }
class ____(Style): """ Style similar to the style used in the perldoc code blocks. """ background_color = '#eeeedd' default_style = '' styles = { Whitespace: '#bbbbbb', Comment: '#228B22', Comment.Preproc: '#1e889b', Comment.Spe...
PerldocStyle
python
airbytehq__airbyte
airbyte-integrations/connectors/source-mailchimp/components.py
{ "start": 798, "end": 3981 }
class ____(ConfigTransformation): def transform(self, config: MutableMapping[str, Any]) -> None: """ Extract the data center from auth credentials and add it to the config. For API key auth, extract from the API key itself. For OAuth, make an HTTP request to get the data center. ...
ExtractAndSetDataCenterConfigValue
python
optuna__optuna
optuna/cli.py
{ "start": 16257, "end": 17843 }
class ____(_BaseCommand): """Show a list of trials.""" def add_arguments(self, parser: ArgumentParser) -> None: parser.add_argument( "--study-name", type=str, required=True, help="The name of the study which includes trials.", ) parser.add...
_Trials
python
psf__black
tests/data/cases/preview_long_strings__regression.py
{ "start": 691, "end": 936 }
class ____: def foo(): os.system("This is a regression test. xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxx xxxx.".format("xxxxxxxxxx", "xxxxxx", "xxxxxxxxxx"))
A
python
doocs__leetcode
solution/0500-0599/0552.Student Attendance Record II/Solution2.py
{ "start": 0, "end": 909 }
class ____: def checkRecord(self, n: int) -> int: mod = int(1e9 + 7) dp = [[[0, 0, 0], [0, 0, 0]] for _ in range(n)] # base case dp[0][0][0] = dp[0][0][1] = dp[0][1][0] = 1 for i in range(1, n): # A dp[i][1][0] = (dp[i - 1][0][0] + dp[i - 1][0][1] + ...
Solution
python
kamyu104__LeetCode-Solutions
Python/single-number-ii.py
{ "start": 1106, "end": 1453 }
class ____(object): # @param A, a list of integer # @return an integer # [1, 1, 1, 1, 2, 2, 2, 2, 3, 3] def singleNumber(self, A): one, two, three = 0, 0, 0 for x in A: one, two, three = (~x & one) | (x & ~one & ~two & ~three), (~x & two) | (x & one), (~x & three) | (x & two)...
SolutionEX
python
walkccc__LeetCode
solutions/283. Move Zeroes/283.py
{ "start": 0, "end": 205 }
class ____: def moveZeroes(self, nums: list[int]) -> None: j = 0 for num in nums: if num != 0: nums[j] = num j += 1 for i in range(j, len(nums)): nums[i] = 0
Solution
python
tornadoweb__tornado
tornado/test/web_test.py
{ "start": 2286, "end": 3201 }
class ____(RequestHandler): # stub out enough methods to make the signed_cookie functions work def __init__(self, cookie_secret="0123456789", key_version=None): # don't call super.__init__ self._cookies = {} # type: typing.Dict[str, bytes] if key_version is None: self.applic...
CookieTestRequestHandler
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/solver9.py
{ "start": 660, "end": 1039 }
class ____(ClassA): pass def func3(value: _T1) -> type[ClassA[_T1]]: v1 = ClassA(value) v2 = type(v1) reveal_type(v2, expected_text="type[ClassA[_T1@func3]]") return v2 d = ClassB.get() reveal_type(d, expected_text="type[ClassB]") reveal_type(ClassB.get(), expected_text="type[ClassB]") def fun...
ClassB
python
wandb__wandb
wandb/sdk/integration_utils/auto_logging.py
{ "start": 5426, "end": 8205 }
class ____: def __init__( self, name: str, symbols: Sequence[str], resolver: ArgumentResponseResolver, telemetry_feature: Optional[str] = None, ) -> None: """Autolog API calls to W&B.""" self._telemetry_feature = telemetry_feature self._patch_api =...
AutologAPI
python
huggingface__transformers
src/transformers/models/mistral3/modeling_mistral3.py
{ "start": 7939, "end": 8511 }
class ____(PreTrainedModel): config: Mistral3Config base_model_prefix = "model" input_modalities = ("image", "text") supports_gradient_checkpointing = True _skip_keys_device_placement = "past_key_values" _supports_flash_attn = True _supports_sdpa = True _can_compile_fullgraph = True ...
Mistral3PreTrainedModel
python
apache__airflow
providers/openlineage/tests/unit/openlineage/utils/test_utils.py
{ "start": 72548, "end": 100955 }
class ____: def test_dag_info(self): with DAG( dag_id="dag_id", schedule="@once", start_date=datetime.datetime(2024, 6, 1), tags={"test"}, description="test desc", owner_links={"some_owner": "https://airflow.apache.org"}, ) as d...
TestDagInfoAirflow3
python
davidhalter__jedi
test/completion/descriptors.py
{ "start": 3130, "end": 3421 }
class ____(): def __init__(self, x): self.x = x @Memoize def some_func(self): return self.x #? int() MemoizeTest(10).some_func() # Now also call the same function over the class (see if clause above). #? float() MemoizeTest.some_func(MemoizeTest(10.0))
MemoizeTest
python
huggingface__transformers
src/transformers/models/swinv2/modeling_swinv2.py
{ "start": 26278, "end": 26923 }
class ____(nn.Module): def __init__(self, config, dim): super().__init__() self.dense = nn.Linear(dim, int(config.mlp_ratio * dim)) if isinstance(config.hidden_act, str): self.intermediate_act_fn = ACT2FN[config.hidden_act] else: self.intermediate_act_fn = con...
Swinv2Intermediate
python
skorch-dev__skorch
skorch/tests/callbacks/test_training.py
{ "start": 35220, "end": 39935 }
class ____: @pytest.fixture(params=['torch', 'safetensors']) def use_safetensors(self, request): return request.param == 'safetensors' @pytest.fixture def checkpoint_cls(self): from skorch.callbacks import Checkpoint return Checkpoint @pytest.fixture def loadinitstate_c...
TestLoadInitState
python
dask__distributed
distributed/protocol/tests/test_serialize.py
{ "start": 9900, "end": 19239 }
class ____: def __init__(self, **kwargs): self.__dict__.update(kwargs) def my_dumps(obj, context=None): if type(obj).__name__ == "MyObject": header = {"serializer": "my-ser"} frames = [ msgpack.dumps(obj.__dict__, use_bin_type=True), msgpack.dumps(context, use_b...
MyObject
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 535583, "end": 536805 }
class ____(sgqlc.types.Type): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("contributions", "repository") contributions = sgqlc.types.Field( sgqlc.types.non_null(CreatedPullRequestContributionConnection), graphql_name="contributions", ...
PullRequestContributionsByRepository
python
huggingface__transformers
src/transformers/models/detr/image_processing_detr_fast.py
{ "start": 9456, "end": 40321 }
class ____(BaseImageProcessorFast): resample = PILImageResampling.BILINEAR image_mean = IMAGENET_DEFAULT_MEAN image_std = IMAGENET_DEFAULT_STD format = AnnotationFormat.COCO_DETECTION do_resize = True do_rescale = True do_normalize = True do_pad = True size = {"shortest_edge": 800, "...
DetrImageProcessorFast
python
oauthlib__oauthlib
oauthlib/openid/connect/core/exceptions.py
{ "start": 408, "end": 824 }
class ____(OpenIDClientError): """ The Authorization Server requires End-User interaction to proceed. This error MAY be returned when the prompt parameter value in the Authentication Request is none, but the Authentication Request cannot be completed without displaying a user interface for End-User...
InteractionRequired
python
streamlit__streamlit
lib/streamlit/elements/widgets/audio_input.py
{ "start": 3298, "end": 12411 }
class ____: @gather_metrics("audio_input") def audio_input( self, label: str, *, sample_rate: int | None = 16000, key: Key | None = None, help: str | None = None, on_change: WidgetCallback | None = None, args: WidgetArgs | None = None, kwar...
AudioInputMixin
python
google__pytype
pytype/rewrite/function_call_helper_test.py
{ "start": 2187, "end": 2799 }
class ____(TestBase): def test_build(self): code = test_utils.parse('def C(): pass').consts[0] builder = abstract.InterpreterFunction( ctx=self.ctx, name='C', code=code, enclosing_scope=(), parent_frame=self.helper._frame, ) args = abstract.Args( posarg...
BuildClassTest
python
apache__airflow
airflow-ctl/src/airflowctl/api/datamodels/generated.py
{ "start": 7793, "end": 8002 }
class ____(BaseModel): """ Connection Test serializer for responses. """ status: Annotated[bool, Field(title="Status")] message: Annotated[str, Field(title="Message")]
ConnectionTestResponse
python
dask__dask
dask/dataframe/dask_expr/_concat.py
{ "start": 11807, "end": 12484 }
class ____(Blockwise): _parameters = ["ignore_order", "_kwargs", "axis", "join"] _defaults = {"ignore_order": False, "_kwargs": {}, "axis": 1, "join": "outer"} _keyword_only = ["ignore_order", "_kwargs", "axis", "join"] @functools.cached_property def _meta(self): return methods.concat( ...
ConcatUnindexed
python
ray-project__ray
python/ray/tune/utils/object_cache.py
{ "start": 195, "end": 5512 }
class ____: """Cache up to some maximum count given a grouping key. This object cache can e.g. be used to cache Ray Tune trainable actors given their resource requirements (reuse_actors=True). If the max number of cached objects for a grouping key is reached, no more objects for this group will be...
_ObjectCache
python
numpy__numpy
numpy/polynomial/tests/test_hermite.py
{ "start": 12852, "end": 16023 }
class ____: def test_hermfit(self): def f(x): return x * (x - 1) * (x - 2) def f2(x): return x**4 + x**2 + 1 # Test exceptions assert_raises(ValueError, herm.hermfit, [1], [1], -1) assert_raises(TypeError, herm.hermfit, [[1]], [1], 0) assert...
TestFitting
python
wandb__wandb
wandb/vendor/pygments/lexers/templates.py
{ "start": 53370, "end": 53872 }
class ____(RegexLexer): """ Base for the `TeaTemplateLexer`. Yields `Token.Other` for area outside of code blocks. .. versionadded:: 1.5 """ tokens = { 'root': [ (r'<%\S?', Keyword, 'sec'), (r'[^<]+', Other), (r'<', Other), ], 'sec': ...
TeaTemplateRootLexer
python
django__django
django/db/backends/oracle/base.py
{ "start": 18280, "end": 25945 }
class ____: """ Django uses "format" (e.g. '%s') style placeholders, but Oracle uses ":var" style. This fixes it -- but note that if you want to use a literal "%s" in a query, you'll need to use "%%s". """ charset = "utf-8" def __init__(self, connection, database): self.cursor = co...
FormatStylePlaceholderCursor
python
scikit-learn__scikit-learn
sklearn/cluster/_agglomerative.py
{ "start": 28169, "end": 41155 }
class ____(ClusterMixin, BaseEstimator): """ Agglomerative Clustering. Recursively merges pair of clusters of sample data; uses linkage distance. Read more in the :ref:`User Guide <hierarchical_clustering>`. Parameters ---------- n_clusters : int or None, default=2 The number of c...
AgglomerativeClustering
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/metaclass11.py
{ "start": 585, "end": 666 }
class ____(type): def __setattr__(cls, key: str, value: Any) -> None: ...
MetaB
python
walkccc__LeetCode
solutions/2438. Range Product Queries of Powers/2438.py
{ "start": 0, "end": 373 }
class ____: def productQueries(self, n: int, queries: list[list[int]]) -> list[int]: MOD = 1_000_000_007 MAX_BIT = 30 ans = [] pows = [1 << i for i in range(MAX_BIT) if n >> i & 1] for left, right in queries: prod = 1 for i in range(left, right + 1): prod *= pows[i] pr...
Solution
python
google__python-fire
fire/test_components.py
{ "start": 8542, "end": 8601 }
class ____(enum.Enum): RED = 1 GREEN = 2 BLUE = 3
Color
python
sqlalchemy__sqlalchemy
test/orm/test_subquery_relations.py
{ "start": 88095, "end": 91829 }
class ____(fixtures.MappedTest): @classmethod def define_tables(cls, metadata): Table( "foo", metadata, Column("id", Integer, primary_key=True), Column("type", String(50)), Column("related_id", Integer, ForeignKey("related.id")), ) ...
InheritanceToRelatedTest
python
pydantic__pydantic
tests/mypy/modules/plugin_success_baseConfig.py
{ "start": 686, "end": 950 }
class ____(BaseModel, from_attributes=True): x: float y: str class NotConfig: frozen = True kwargs_model = KwargsModel(x=1, y='y') KwargsModel(x=1, y='y', z='z') kwargs_model.x = 2 kwargs_model.model_validate(kwargs_model.__dict__)
KwargsModel
python
dagster-io__dagster
python_modules/dagster/dagster/_core/storage/event_log/polling_event_watcher.py
{ "start": 812, "end": 3877 }
class ____: """Event Log Watcher that uses a multithreaded polling approach to retrieving new events for run_ids This class' job is to manage a collection of threads that each poll the event log for a given run_id Uses one thread (SqlPollingRunIdEventWatcherThread) per watched run_id. LOCKING INFO: ...
SqlPollingEventWatcher
python
sqlalchemy__sqlalchemy
examples/versioned_history/history_meta.py
{ "start": 7623, "end": 11477 }
class ____: use_mapper_versioning = False """if True, also assign the version column to be tracked by the mapper""" __table_args__ = {"sqlite_autoincrement": True} """Use sqlite_autoincrement, to ensure unique integer values are used for new rows even for rows that have been deleted.""" def __...
Versioned
python
walkccc__LeetCode
solutions/2741. Special Permutations/2741.py
{ "start": 0, "end": 710 }
class ____: def specialPerm(self, nums: list[int]) -> int: MOD = 1_000_000_007 maxMask = 1 << len(nums) @functools.lru_cache(None) def dp(prev: int, mask: int) -> int: """ Returns the number of special permutations, where the previous number is nums[i] and `mask` is the bitmask of t...
Solution
python
airbytehq__airbyte
airbyte-integrations/connectors/source-iterable/source_iterable/streams.py
{ "start": 18840, "end": 18957 }
class ____(IterableExportEventsStreamAdjustableRange): data_field = "hostedUnsubscribeClick"
HostedUnsubscribeClick
python
numba__numba
numba/core/typing/builtins.py
{ "start": 6548, "end": 6894 }
class ____(ConcreteTemplate): cases = [signature(types.float64, op1, op2) for op1, op2 in itertools.product(machine_ints, machine_ints)] cases += [signature(op, op, op) for op in sorted(types.real_domain)] cases += [signature(op, op, op) for op in sorted(types.complex_domain)] @infer_global(o...
BinOpTrueDiv
python
ray-project__ray
python/ray/data/tests/test_namespace_expressions.py
{ "start": 9106, "end": 9872 }
class ____: """Tests for string searching operations.""" def test_string_search( self, dataset_format, method_name, method_args, method_kwargs, input_values, expected_results, ): """Test string searching methods.""" data = [{"val": v}...
TestStringSearch
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_types06.py
{ "start": 315, "end": 981 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("types06.xlsx") self.ignore_files = [ "xl/calcChain.xml", "[Content_Types].xml", "xl/_rels/workbook.xml.rels...
TestCompareXLSXFiles
python
python-openxml__python-docx
src/docx/oxml/xmlchemy.py
{ "start": 18911, "end": 19445 }
class ____(_BaseChildElement): """Defines an optional repeating child element for MetaOxmlElement.""" def populate_class_members(self, element_cls: MetaOxmlElement, prop_name: str) -> None: """Add the appropriate methods to `element_cls`.""" super(ZeroOrMore, self).populate_class_members(elemen...
ZeroOrMore
python
encode__django-rest-framework
tests/test_serializer_lists.py
{ "start": 9794, "end": 11402 }
class ____: """Tests the behavior of allow_empty=False when a ListSerializer is used as a field.""" @pytest.mark.parametrize('partial', (False, True)) def test_allow_empty_true(self, partial): """ If allow_empty is True, empty lists should be allowed regardless of the value of parti...
TestNestedListSerializerAllowEmpty
python
Lightning-AI__lightning
tests/tests_pytorch/models/test_hparams.py
{ "start": 31138, "end": 31942 }
class ____(BoringModel): def __init__(self, config): super().__init__() self.save_hyperparameters(config) def test_empty_hparams_container(tmp_path): """Test that save_hyperparameters() is a no-op when saving an empty hparams container.""" model = HparamsKwargsContainerModel() assert n...
HparamsNamespaceContainerModel
python
anthropics__anthropic-sdk-python
src/anthropic/lib/bedrock/_beta.py
{ "start": 2805, "end": 3055 }
class ____: def __init__(self, beta: Beta) -> None: self._beta = beta @cached_property def messages(self) -> MessagesWithStreamingResponse: return MessagesWithStreamingResponse(self._beta.messages)
BetaWithStreamingResponse
python
django-guardian__django-guardian
guardian/testapp/tests/test_core.py
{ "start": 1244, "end": 2077 }
class ____(TestCase): def setUp(self): self.group, created = Group.objects.get_or_create(name="jackGroup") self.user, created = User.objects.get_or_create(username="jack") self.user.groups.add(self.group) self.ctype = ContentType.objects.create(model="bar", app_label="fake-for-guardi...
ObjectPermissionTestCase
python
giampaolo__psutil
tests/test_contracts.py
{ "start": 5395, "end": 7186 }
class ____(PsutilTestCase): def test_environ(self): assert hasattr(psutil.Process, "environ") == ( LINUX or MACOS or WINDOWS or AIX or SUNOS or FREEBSD or OPENBSD or NETBSD ) def test_uids(self): ...
TestAvailProcessAPIs
python
airbytehq__airbyte
airbyte-integrations/connectors/source-mixpanel/source_mixpanel/components.py
{ "start": 8100, "end": 10688 }
class ____(SubstreamPartitionRouter): def stream_slices(self) -> Iterable[StreamSlice]: """ Add 'funnel_name' to the slice, the rest code is exactly the same as in super().stream_slices(...) Remove empty 'parent_slice' attribute to be compatible with LegacyToPerPartitionStateMigration ...
FunnelsSubstreamPartitionRouter
python
pypa__pip
src/pip/_vendor/distlib/util.py
{ "start": 57646, "end": 59574 }
class ____(object): """ Mixin for running subprocesses and capturing their output """ def __init__(self, verbose=False, progress=None): self.verbose = verbose self.progress = progress def reader(self, stream, context): """ Read lines from a subprocess' output stream...
SubprocessMixin