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python
joke2k__faker
tests/providers/test_automotive.py
{ "start": 1949, "end": 2103 }
class ____(_SimpleAutomotiveTestMixin): """Test ar_BH automotive provider methods""" license_plate_pattern: Pattern = re.compile(r"\d{6}")
TestArBh
python
mlflow__mlflow
mlflow/gateway/providers/mlflow.py
{ "start": 2065, "end": 8694 }
class ____(BaseProvider): NAME = "MLflow Model Serving" CONFIG_TYPE = MlflowModelServingConfig def __init__(self, config: EndpointConfig) -> None: super().__init__(config) if config.model.config is None or not isinstance( config.model.config, MlflowModelServingConfig ): ...
MlflowModelServingProvider
python
ahupp__python-magic
test/libmagic_test.py
{ "start": 298, "end": 1732 }
class ____(unittest.TestCase): filename = os.path.join(TESTDATA_DIR, "test.pdf") expected_mime_type = "application/pdf" expected_encoding = "us-ascii" expected_name = ( "PDF document, version 1.2", "PDF document, version 1.2, 2 pages", "PDF document, version 1.2, 2 page(s)", ...
MagicTestCase
python
django__django
tests/migrations2/test_migrations_2/0001_initial.py
{ "start": 43, "end": 559 }
class ____(migrations.Migration): dependencies = [("migrations", "0002_second")] operations = [ migrations.CreateModel( "OtherAuthor", [ ("id", models.AutoField(primary_key=True)), ("name", models.CharField(max_length=255)), ("slug...
Migration
python
spyder-ide__spyder
external-deps/python-lsp-server/pylsp/workspace.py
{ "start": 12398, "end": 19625 }
class ____: def __init__( self, uri, workspace, source=None, version=None, local=True, extra_sys_path=None, rope_project_builder=None, ) -> None: self.uri = uri self.version = version self.path = uris.to_fs_path(uri) ...
Document
python
SmileyChris__easy-thumbnails
easy_thumbnails/files.py
{ "start": 27511, "end": 28589 }
class ____(ImageFieldFile, ThumbnailerFieldFile): """ A field file which provides some methods for generating (and returning) thumbnail images. """ def save(self, name, content, *args, **kwargs): """ Save the image. The image will be resized down using a ``ThumbnailField`` ...
ThumbnailerImageFieldFile
python
sqlalchemy__sqlalchemy
test/base/test_utils.py
{ "start": 101790, "end": 102284 }
class ____(fixtures.TestBase): """Test of test things""" @testing.variation("foo", ["foo", "bar", "baz"]) def test_variations(self, foo): match foo: case "foo": is_true(foo.foo) is_false(foo.bar) case "bar": is_true(foo.bar) ...
TestTest
python
apache__airflow
task-sdk/src/airflow/sdk/execution_time/cache.py
{ "start": 941, "end": 4864 }
class ____: """A static class to manage the global secret cache.""" __manager: multiprocessing.managers.SyncManager | None = None _cache: dict[str, _CacheValue] | None = None _ttl: datetime.timedelta class NotPresentException(Exception): """Raised when a key is not present in the cache."""...
SecretCache
python
great-expectations__great_expectations
tests/integration/data_sources_and_expectations/expectations/test_expect_column_values_to_not_match_like_pattern.py
{ "start": 4394, "end": 5659 }
class ____: @pytest.mark.parametrize( "expectation", [ pytest.param( gxe.ExpectColumnValuesToNotMatchLikePattern(column=COL_A, like_pattern="a[xzy]"), id="bracket_notation", ), ], ) @parameterize_batch_for_data_sources( ...
TestMSSQL
python
lazyprogrammer__machine_learning_examples
hmm_class/hmmc_theano.py
{ "start": 764, "end": 6490 }
class ____: def __init__(self, M, K): self.M = M # number of hidden states self.K = K # number of Gaussians def fit(self, X, learning_rate=1e-2, max_iter=10): # train the HMM model using gradient descent N = len(X) D = X[0].shape[1] # assume each x is organized (T, ...
HMM
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/protocol1.py
{ "start": 1863, "end": 1990 }
class ____(Protocol[_A, _B]): ... # This should generate an error because Protocol must # include all of the TypeVars.
ProtoBase1
python
RaRe-Technologies__gensim
gensim/models/ldamulticore.py
{ "start": 4050, "end": 17462 }
class ____(LdaModel): """An optimized implementation of the LDA algorithm, able to harness the power of multicore CPUs. Follows the similar API as the parent class :class:`~gensim.models.ldamodel.LdaModel`. """ def __init__(self, corpus=None, num_topics=100, id2word=None, workers=None, ...
LdaMulticore
python
huggingface__transformers
tests/models/dinov2/test_modeling_dinov2.py
{ "start": 7486, "end": 10819 }
class ____(ModelTesterMixin, PipelineTesterMixin, unittest.TestCase): """ Here we also overwrite some of the tests of test_modeling_common.py, as Dinov2 does not use input_ids, inputs_embeds, attention_mask and seq_length. """ test_torch_exportable = True all_model_classes = ( ( ...
Dinov2ModelTest
python
pydantic__pydantic
tests/mypy/outputs/mypy-plugin-strict_ini/fail_defaults.py
{ "start": 40, "end": 813 }
class ____(BaseModel): # Required undefined_default_no_args: int = Field() undefined_default: int = Field(description='my desc') positional_ellipsis_default: int = Field(...) named_ellipsis_default: int = Field(default=...) # Not required positional_default: int = Field(1) named_default...
Model
python
django__django
tests/fixtures_regress/models.py
{ "start": 1981, "end": 2091 }
class ____(models.Manager): def get_by_natural_key(self, key): return self.get(name=key)
TestManager
python
airbytehq__airbyte
airbyte-integrations/connectors/source-hubspot/components.py
{ "start": 2506, "end": 4445 }
class ____(RecordTransformation): """ Implements a custom transformation which adds the legacy field equivalent of v2 fields for streams which contain Deals and Contacts entities. This custom implmentation was developed in lieu of the AddFields component due to the dynamic-nature of the record properties f...
NewtoLegacyFieldTransformation
python
gevent__gevent
src/gevent/tests/test__close_backend_fd.py
{ "start": 523, "end": 3865 }
class ____(unittest.TestCase): # NOTE that we extend unittest.TestCase, not greentest.TestCase # Extending the later causes the wrong hub to get used. BACKENDS_THAT_SUCCEED_WHEN_FD_CLOSED = ( 'kqueue', 'epoll', 'linux_aio', 'linux_iouring', ) BACKENDS_THAT_WILL_FAIL...
Test
python
langchain-ai__langchain
libs/langchain_v1/langchain/agents/middleware/_execution.py
{ "start": 9592, "end": 14202 }
class ____(BaseExecutionPolicy): """Run the shell inside a dedicated Docker container. Choose this policy when commands originate from untrusted users or you require strong isolation between sessions. By default the workspace is bind-mounted only when it refers to an existing non-temporary directory; e...
DockerExecutionPolicy
python
scipy__scipy
scipy/stats/_multicomp.py
{ "start": 579, "end": 16917 }
class ____: """Result object returned by `scipy.stats.dunnett`. Attributes ---------- statistic : float ndarray The computed statistic of the test for each comparison. The element at index ``i`` is the statistic for the comparison between groups ``i`` and the control. pvalue...
DunnettResult
python
tornadoweb__tornado
tornado/test/gen_test.py
{ "start": 8002, "end": 17433 }
class ____(AsyncTestCase): def setUp(self): # Stray StopIteration exceptions can lead to tests exiting prematurely, # so we need explicit checks here to make sure the tests run all # the way through. self.finished = False super().setUp() def tearDown(self): super...
GenCoroutineTest
python
run-llama__llama_index
llama-index-integrations/llms/llama-index-llms-openai/tests/test_openai.py
{ "start": 606, "end": 19367 }
class ____: """ Saves the users' OpenAI API key and OpenAI API type either in the environment variable or set to the library itself. This allows us to run tests by setting it without plowing over the local environment. """ def __init__( self, set_env_key_to: Optional[str] = ...
CachedOpenAIApiKeys
python
pallets__werkzeug
src/werkzeug/serving.py
{ "start": 31259, "end": 39826 }
class ____(ForkingMixIn, BaseWSGIServer): """A WSGI server that handles concurrent requests in separate forked processes. Use :func:`make_server` to create a server instance. """ multiprocess = True def __init__( self, host: str, port: int, app: WSGIApplication...
ForkingWSGIServer
python
RaRe-Technologies__gensim
gensim/test/test_fasttext.py
{ "start": 74089, "end": 75197 }
class ____(unittest.TestCase): def test_add_vector(self): wv = FastTextKeyedVectors(vector_size=2, min_n=3, max_n=6, bucket=2000000) wv.add_vector("test_key", np.array([0, 0])) self.assertEqual(wv.key_to_index["test_key"], 0) self.assertEqual(wv.index_to_key[0], "test_key") ...
FastTextKeyedVectorsTest
python
scikit-learn__scikit-learn
sklearn/model_selection/_split.py
{ "start": 63871, "end": 67559 }
class ____(_UnsupportedGroupCVMixin, _RepeatedSplits): """Repeated class-wise stratified K-Fold cross validator. Repeats Stratified K-Fold n times with different randomization in each repetition. Read more in the :ref:`User Guide <repeated_k_fold>`. .. note:: Stratification on the class ...
RepeatedStratifiedKFold
python
django__django
tests/update_only_fields/models.py
{ "start": 94, "end": 367 }
class ____(models.Model): GENDER_CHOICES = ( ("M", "Male"), ("F", "Female"), ) name = models.CharField(max_length=20) gender = models.CharField(max_length=1, choices=GENDER_CHOICES) pid = models.IntegerField(null=True, default=None)
Person
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 650714, "end": 651540 }
class ____(sgqlc.types.relay.Connection): """The connection type for EnterpriseServerInstallation.""" __schema__ = github_schema __field_names__ = ("edges", "nodes", "page_info", "total_count") edges = sgqlc.types.Field(sgqlc.types.list_of("EnterpriseServerInstallationMembershipEdge"), graphql_name="ed...
EnterpriseServerInstallationMembershipConnection
python
Lightning-AI__lightning
tests/tests_pytorch/loops/test_loops.py
{ "start": 1790, "end": 25315 }
class ____(Exception): pass def test_loop_restore(): class Simple(_Loop): def __init__(self, trainer, dataset: Iterator): super().__init__(trainer) self.iteration_count = 0 self.dataset = dataset def run(self): self.reset() while not...
CustomException
python
numba__numba
numba/cuda/cudadrv/devicearray.py
{ "start": 26643, "end": 31123 }
class ____(DeviceNDArrayBase, np.ndarray): """ A host array that uses CUDA managed memory. """ def device_setup(self, gpu_data, stream=0): self.gpu_data = gpu_data self.stream = stream def from_array_like(ary, stream=0, gpu_data=None): "Create a DeviceNDArray object that is like a...
ManagedNDArray
python
langchain-ai__langchain
libs/core/tests/unit_tests/language_models/chat_models/test_base.py
{ "start": 16278, "end": 30162 }
class ____(FakeTracer): def __init__(self) -> None: super().__init__() self.messages: list = [] def on_chat_model_start(self, *args: Any, **kwargs: Any) -> Run: _, messages = args self.messages.append(messages) return super().on_chat_model_start( *args, ...
FakeChatModelStartTracer
python
huggingface__transformers
src/transformers/models/beit/configuration_beit.py
{ "start": 847, "end": 10980 }
class ____(BackboneConfigMixin, PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`BeitModel`]. It is used to instantiate an BEiT model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yield...
BeitConfig
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 156994, "end": 157767 }
class ____(sgqlc.types.Input): """Autogenerated input type of ClearProjectV2ItemFieldValue""" __schema__ = github_schema __field_names__ = ("project_id", "item_id", "field_id", "client_mutation_id") project_id = sgqlc.types.Field(sgqlc.types.non_null(ID), graphql_name="projectId") """The ID of the ...
ClearProjectV2ItemFieldValueInput
python
django__django
tests/auth_tests/test_auth_backends.py
{ "start": 28696, "end": 30522 }
class ____(TestCase): """ Tests for auth backend that supports object level permissions """ @classmethod def setUpTestData(cls): cls.user1 = User.objects.create_user("test", "test@example.com", "test") cls.user2 = User.objects.create_user("test2", "test2@example.com", "test") ...
RowlevelBackendTest
python
charliermarsh__ruff
crates/ruff_python_ast/generate.py
{ "start": 6600, "end": 34440 }
class ____: rule: str name: str inner: str seq: bool = False optional: bool = False slice_: bool = False def __init__(self, rule: str) -> None: self.rule = rule self.name = "" self.inner = extract_type_argument(rule) # The following cases are the limitations...
FieldType
python
huggingface__transformers
tests/models/dinov3_convnext/test_modeling_dinov3_convnext.py
{ "start": 5456, "end": 9071 }
class ____(ModelTesterMixin, PipelineTesterMixin, unittest.TestCase): """ Here we also overwrite some of the tests of test_modeling_common.py, as ConvNext does not use input_ids, inputs_embeds, attention_mask and seq_length. """ all_model_classes = (DINOv3ConvNextModel,) if is_torch_available() els...
DINOv3ConvNextModelTest
python
walkccc__LeetCode
solutions/1822. Sign of the Product of an Array/1822.py
{ "start": 0, "end": 190 }
class ____: def arraySign(self, nums: list[int]) -> int: sign = 1 for num in nums: if num == 0: return 0 if num < 0: sign = -sign return sign
Solution
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 572365, "end": 572956 }
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("ReactorEdge"), graphql_name="edges") nodes = sgqlc.types.Field(sgqlc.t...
ReactorConnection
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pycodestyle/E30.py
{ "start": 5369, "end": 5512 }
class ____: """Class for minimal repo.""" columns = [] @classmethod def cls_method(cls) -> None: pass # end # E301
Class
python
dagster-io__dagster
python_modules/dagster/dagster/_core/execution/context/asset_execution_context.py
{ "start": 3526, "end": 22405 }
class ____: def __init__(self, op_execution_context: OpExecutionContext) -> None: self._op_execution_context = check.inst_param( op_execution_context, "op_execution_context", OpExecutionContext ) self._step_execution_context = self._op_execution_context._step_execution_context #...
AssetExecutionContext
python
tensorflow__tensorflow
tensorflow/python/ops/parallel_for/control_flow_ops_test.py
{ "start": 85408, "end": 87294 }
class ____(type_spec.BatchableTypeSpec): def __init__(self, mass, velocity): self.shape = array_ops.broadcast_static_shape( mass.shape, velocity.shape) self.mass = mass self.velocity = velocity def _serialize(self): return (self.mass, self.velocity) @property def value_type(self): ...
ParticleSpec
python
fluentpython__example-code-2e
24-class-metaprog/tinyenums/nanoenum.py
{ "start": 830, "end": 879 }
class ____(metaclass=NanoEnumMeta): pass
NanoEnum
python
fluentpython__example-code
06-dp-1class-func/classic_strategy.py
{ "start": 2054, "end": 2228 }
class ____(ABC): # the Strategy: an Abstract Base Class @abstractmethod def discount(self, order): """Return discount as a positive dollar amount"""
Promotion
python
doocs__leetcode
solution/0400-0499/0459.Repeated Substring Pattern/Solution.py
{ "start": 0, "end": 116 }
class ____: def repeatedSubstringPattern(self, s: str) -> bool: return (s + s).index(s, 1) < len(s)
Solution
python
jazzband__django-pipeline
pipeline/finders.py
{ "start": 1455, "end": 1863 }
class ____(BaseFinder): def find(self, path, **kwargs): """ Work out the uncached name of the file and look that up instead """ try: start, _, extn = path.rsplit(".", 2) except ValueError: return [] path = ".".join((start, extn)) return...
CachedFileFinder
python
openai__openai-python
src/openai/types/realtime/realtime_response_create_mcp_tool_param.py
{ "start": 550, "end": 1051 }
class ____(TypedDict, total=False): read_only: bool """Indicates whether or not a tool modifies data or is read-only. If an MCP server is [annotated with `readOnlyHint`](https://modelcontextprotocol.io/specification/2025-06-18/schema#toolannotations-readonlyhint), it will match this filter. """...
AllowedToolsMcpToolFilter
python
django__django
tests/custom_migration_operations/operations.py
{ "start": 1767, "end": 1951 }
class ____(ArgsKwargsOperation): def __init__(self, arg1, arg2, *, kwarg1, kwarg2): super().__init__(arg1, arg2, kwarg1=kwarg1, kwarg2=kwarg2)
ArgsAndKeywordOnlyArgsOperation
python
getsentry__sentry
tests/sentry/middleware/integrations/parsers/test_google.py
{ "start": 365, "end": 1456 }
class ____(TestCase): factory = RequestFactory() google_dummy_requests = [ factory.get("/extensions/google/setup/"), # Unsure how these requests are getting generated, but they shouldn't fail in the middleware factory.get("/extensions/google/setup/null/"), factory.get("/extension...
GoogleRequestParserTest
python
dagster-io__dagster
python_modules/libraries/dagster-dg-cli/dagster_dg_cli_tests/cli_tests/api_tests/schedule_tests/test_business_logic.py
{ "start": 13374, "end": 19850 }
class ____: """Test processing of schedule data structures. This class tests pure functions and domain model functionality without requiring external dependencies. """ def test_schedule_creation_with_all_fields(self, snapshot): """Test creating schedule with all possible fields.""" ...
TestScheduleDataProcessing
python
getsentry__sentry
src/sentry/preprod/api/endpoints/project_preprod_artifact_install_details.py
{ "start": 1020, "end": 4414 }
class ____(PreprodArtifactEndpoint): owner = ApiOwner.EMERGE_TOOLS publish_status = { "GET": ApiPublishStatus.EXPERIMENTAL, } def get( self, request: Request, project: Project, head_artifact_id: int, head_artifact: PreprodArtifact, ) -> HttpResponseBa...
ProjectPreprodInstallDetailsEndpoint
python
python-excel__xlwt
xlwt/BIFFRecords.py
{ "start": 68676, "end": 69100 }
class ____(BiffRecord): """ This record is part of the Calculation Settings Block. It stores if iterations are allowed while calculating recursive formulas. Record ITERATION, BIFF2-BIFF8: Offset Size Contents 0 2 0 = Iterations off; 1 = Iterations on """ _REC_ID = 0x011...
IterationRecord
python
bokeh__bokeh
src/bokeh/models/widgets/sliders.py
{ "start": 10379, "end": 12179 }
class ____(NumericalSlider): """ Slider-based datetime range selection widget. """ # explicit __init__ to support Init signatures def __init__(self, *args: Any, **kwargs: Any) -> None: super().__init__(*args, **kwargs) @property def value_as_datetime(self) -> tuple[datetime, datetime] | No...
DatetimeRangeSlider
python
allegroai__clearml
clearml/backend_api/services/v2_13/queues.py
{ "start": 40664, "end": 45086 }
class ____(Response): """ Response of queues.get_all endpoint. :param queues: Queues list :type queues: Sequence[Queue] """ _service = "queues" _action = "get_all" _version = "2.13" _schema = { "definitions": { "entry": { "properties": { ...
GetAllResponse
python
joke2k__faker
faker/providers/date_time/hr_HR/__init__.py
{ "start": 46, "end": 881 }
class ____(DateTimeProvider): def day_of_week(self) -> str: day = self.date("%w") DAY_NAMES = { "0": "Nedjelja", "1": "Ponedjeljak", "2": "Utorak", "3": "Srijeda", "4": "Četvrtak", "5": "Petak", "6": "Subota", ...
Provider
python
sympy__sympy
sympy/stats/drv_types.py
{ "start": 6579, "end": 8709 }
class ____(SingleDiscreteDistribution): _argnames = ('a1', 'a2') set = S.Naturals0 @staticmethod def check(a1, a2): _value_check(a1.is_nonnegative, 'Parameter a1 must be >= 0.') _value_check(a2.is_nonnegative, 'Parameter a2 must be >= 0.') def pdf(self, k): a1, a2 = self.a1...
HermiteDistribution
python
run-llama__llama_index
llama-index-integrations/storage/index_store/llama-index-storage-index-store-couchbase/llama_index/storage/index_store/couchbase/base.py
{ "start": 184, "end": 1519 }
class ____(KVIndexStore): """Couchbase Index store.""" def __init__( self, couchbase_kvstore: CouchbaseKVStore, namespace: Optional[str] = None, collection_suffix: Optional[str] = None, ) -> None: """ Initialize a CouchbaseIndexStore. Args: c...
CouchbaseIndexStore
python
pytorch__pytorch
torch/_inductor/config.py
{ "start": 74294, "end": 79504 }
class ____: """Settings for cuda backend, today this consists of cutlass""" # CUDA arch to use for CUDA template kernel compilation. # e.g. "70", "75", "80", "90", etc. # When arch is None, Inductor uses torch.cuda.get_device_capability(0). arch: Optional[str] = None # CUDA version to use for ...
cuda
python
run-llama__llama_index
llama-index-integrations/program/llama-index-program-evaporate/llama_index/program/evaporate/extractor.py
{ "start": 571, "end": 2378 }
class ____(Exception): pass @contextmanager def time_limit(seconds: int) -> Any: """ Time limit context manager. NOTE: copied from https://github.com/HazyResearch/evaporate. """ def signal_handler(signum: Any, frame: Any) -> Any: raise TimeoutException("Timed out!") signal.sign...
TimeoutException
python
kamyu104__LeetCode-Solutions
Python/stone-game-v.py
{ "start": 33, "end": 1286 }
class ____(object): def stoneGameV(self, stoneValue): """ :type stoneValue: List[int] :rtype: int """ n = len(stoneValue) prefix = [0] for v in stoneValue: prefix.append(prefix[-1] + v) mid = range(n) dp = [[0]*n for _ in xrange(n...
Solution
python
walkccc__LeetCode
solutions/1573. Number of Ways to Split a String/1573.py
{ "start": 0, "end": 722 }
class ____: def numWays(self, s: str) -> int: MOD = 1_000_000_007 ones = s.count('1') if ones % 3 != 0: return 0 if ones == 0: n = len(s) return (n - 1) * (n - 2) // 2 % MOD s1End = -1 s2Start = -1 s2End = -1 s3Start = -1 onesSoFar = 0 for i, c in enumerate(...
Solution
python
scrapy__scrapy
tests/test_spidermiddleware_referer.py
{ "start": 23088, "end": 23876 }
class ____(TestRefererMiddleware): settings = {"REFERRER_POLICY": CustomPythonOrgPolicy} scenarii = [ ("https://example.com/", "https://scrapy.org/", b"https://python.org/"), ("http://example.com/", "http://scrapy.org/", b"http://python.org/"), ("http://example.com/", "https://scrapy.org...
TestSettingsCustomPolicy
python
kamyu104__LeetCode-Solutions
Python/finding-3-digit-even-numbers.py
{ "start": 1600, "end": 3135 }
class ____(object): def findEvenNumbers(self, digits): """ :type digits: List[int] :rtype: List[int] """ k = 3 def backtracking(curr, dummy, result): if len(curr) == k: result.append(reduce(lambda x, y: x*10+y, curr)) return...
Solution3
python
vyperlang__vyper
vyper/semantics/analysis/base.py
{ "start": 2990, "end": 3209 }
class ____(StringEnum): NO_OWNERSHIP = enum.auto() # readable USES = enum.auto() # writeable INITIALIZES = enum.auto() # initializes # base class for things that are the "result" of analysis
ModuleOwnership
python
run-llama__llama_index
llama-index-integrations/readers/llama-index-readers-pebblo/llama_index/readers/pebblo/utility.py
{ "start": 1754, "end": 2369 }
class ____(BaseModel): """ This class represents an AI application. Args: name (str): Name of the app. owner (str): Owner of the app. description (Optional[str]): Description of the app. load_id (str): Unique load_id of the app instance. runtime (Runtime): Runtime de...
App
python
numba__numba
numba/tests/test_typedlist.py
{ "start": 37898, "end": 40944 }
class ____(MemoryLeakMixin, TestCase): def setUp(self): super(TestListSort, self).setUp() np.random.seed(0) def make(self, ctor, data): lst = ctor() lst.extend(data) return lst def make_both(self, data): return { 'py': self.make(list, data), ...
TestListSort
python
pytorch__pytorch
torch/fx/experimental/symbolic_shapes.py
{ "start": 98364, "end": 98489 }
class ____(PythonPrinter): def _print_Float(self, expr: sympy.Float) -> str: return str(float(expr))
SymExprPrinter
python
sympy__sympy
sympy/simplify/hyperexpand.py
{ "start": 40120, "end": 40389 }
class ____(Operator): """ Decrement an upper a index. """ def __init__(self, bi): bi = sympify(bi) self._poly = Poly(1 - bi + _x, _x) def __str__(self): return '<Decrement upper a=%s.>' % (1 - self._poly.all_coeffs()[1])
MeijerShiftB
python
getsentry__sentry
src/sentry/deletions/defaults/group.py
{ "start": 6904, "end": 7141 }
class ____(EventsBaseDeletionTask): """ Deletes nodestore data, EventAttachment and UserReports for requested groups. This class uses the old Snuba deletion method. """ dataset = Dataset.Events
ErrorEventsDeletionTask
python
huggingface__transformers
src/transformers/models/vits/modeling_vits.py
{ "start": 46122, "end": 47502 }
class ____(GradientCheckpointingLayer): def __init__(self, config: VitsConfig): super().__init__() self.attention = VitsAttention(config) self.dropout = nn.Dropout(config.hidden_dropout) self.layer_norm = nn.LayerNorm(config.hidden_size, eps=config.layer_norm_eps) self.feed_f...
VitsEncoderLayer
python
has2k1__plotnine
plotnine/themes/theme_538.py
{ "start": 140, "end": 1088 }
class ____(theme_gray): """ Theme in the likeness of fivethirtyeight.com plots Parameters ---------- base_size : int Base font size. All text sizes are a scaled versions of the base font size. base_family : str Base font family. """ def __init__(self, base_size=...
theme_538
python
django__django
tests/custom_managers/models.py
{ "start": 1952, "end": 2262 }
class ____(models.QuerySet): # QuerySet with an __init__() method that takes an additional argument. def __init__( self, custom_optional_arg=None, model=None, query=None, using=None, hints=None ): super().__init__(model=model, query=query, using=using, hints=hints)
CustomInitQuerySet
python
apache__airflow
providers/google/tests/unit/google/cloud/sensors/test_bigtable.py
{ "start": 1341, "end": 5315 }
class ____: @pytest.mark.parametrize( ("missing_attribute", "project_id", "instance_id", "table_id"), [ ("instance_id", PROJECT_ID, "", TABLE_ID), ("table_id", PROJECT_ID, INSTANCE_ID, ""), ], ) @mock.patch("airflow.providers.google.cloud.sensors.bigtable.Bigt...
BigtableWaitForTableReplicationTest
python
pydata__xarray
xarray/tests/test_datatree.py
{ "start": 17137, "end": 21685 }
class ____: def test_setitem_new_child_node(self) -> None: john = DataTree(name="john") mary = DataTree(name="mary") john["mary"] = mary grafted_mary = john["mary"] assert grafted_mary.parent is john assert grafted_mary.name == "mary" def test_setitem_unnamed_ch...
TestSetItem
python
doocs__leetcode
solution/0300-0399/0308.Range Sum Query 2D - Mutable/Solution2.py
{ "start": 95, "end": 1295 }
class ____: def __init__(self, nums): n = len(nums) self.nums = nums self.tr = [Node() for _ in range(4 * n)] self.build(1, 1, n) def build(self, u, l, r): self.tr[u].l = l self.tr[u].r = r if l == r: self.tr[u].v = self.nums[l - 1] ...
SegmentTree
python
joke2k__faker
tests/providers/test_automotive.py
{ "start": 13977, "end": 14160 }
class ____(_SimpleAutomotiveTestMixin): """Test vi_VN automotive provider methods""" license_plate_pattern: Pattern = re.compile(r"\d{2}[ABCDĐEFGHKLMNPSTUVXYZ]-\d{5}")
TestViVn
python
ansible__ansible
test/lib/ansible_test/_internal/cli/parsers/value_parsers.py
{ "start": 4400, "end": 4956 }
class ____(ChoicesParser): """Composite argument parser for "{platform}/{version}" formatted choices.""" def __init__(self, choices: list[str]) -> None: super().__init__(choices, conditions=MatchConditions.CHOICE | MatchConditions.ANY) def parse(self, state: ParserState) -> t.Any: """Parse...
PlatformParser
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/linalg/svd_op_test.py
{ "start": 12134, "end": 13914 }
class ____(test.TestCase): pass # Filled in below def _GetSvdGradGradOpTest(dtype_, shape_, compute_uv_, full_matrices_): @test_util.run_v1_only("b/120545219") def Test(self): np.random.seed(42) a = np.random.uniform(low=-1.0, high=1.0, size=shape_).astype(dtype_) if dtype_ in [np.complex64, np.co...
SvdGradGradOpTest
python
apache__airflow
providers/slack/src/airflow/providers/slack/operators/slack.py
{ "start": 3972, "end": 6123 }
class ____(SlackAPIOperator): """ Post messages to a Slack channel. .. code-block:: python slack = SlackAPIPostOperator( task_id="post_hello", dag=dag, text="hello there!", channel="#random", ) :param channel: channel in which to post me...
SlackAPIPostOperator
python
kamyu104__LeetCode-Solutions
Python/high-five.py
{ "start": 67, "end": 510 }
class ____(object): def highFive(self, items): """ :type items: List[List[int]] :rtype: List[List[int]] """ min_heaps = collections.defaultdict(list) for i, val in items: heapq.heappush(min_heaps[i], val) if len(min_heaps[i]) > 5: ...
Solution
python
facebook__pyre-check
tools/upgrade/tests/upgrade_test.py
{ "start": 299, "end": 1314 }
class ____(unittest.TestCase): def test_filter_errors(self) -> None: error7 = { "line": 2, "column": 4, "path": "local.py", "code": 7, "name": "Kind", "concise_description": "Error", "ignore_error": False, "exter...
FilterErrorTest
python
spack__spack
lib/spack/spack/vendor/ruamel/yaml/constructor.py
{ "start": 13816, "end": 28327 }
class ____(BaseConstructor): def construct_scalar(self, node): # type: (Any) -> Any if isinstance(node, MappingNode): for key_node, value_node in node.value: if key_node.tag == 'tag:yaml.org,2002:value': return self.construct_scalar(value_node) ...
SafeConstructor
python
bokeh__bokeh
src/bokeh/models/glyphs.py
{ "start": 22785, "end": 24893 }
class ____(ImageBase): ''' Render images given as scalar data together with a color mapper. In addition to the defined model properties, ``Image`` also can accept a keyword argument ``palette`` in place of an explicit ``color_mapper``. The value should be a list of colors, or the name of one of the bui...
Image
python
pytorch__pytorch
test/dynamo/test_modules.py
{ "start": 2901, "end": 3024 }
class ____(IsTrainingCheck): def __init__(self) -> None: super().__init__() self.train(False)
IsEvalCheck
python
oauthlib__oauthlib
tests/oauth1/rfc5849/test_client.py
{ "start": 9985, "end": 12907 }
class ____(TestCase): def test_case_insensitive_headers(self): client = Client('client_key') # Uppercase _, h, _ = client.sign('http://i.b/path', http_method='POST', body='', headers={'Content-Type': 'application/x-www-form-urlencoded'}) self.assertEqual(h['Content-T...
SigningTest
python
kamyu104__LeetCode-Solutions
Python/strings-differ-by-one-character.py
{ "start": 54, "end": 928 }
class ____(object): def differByOne(self, dict): """ :type dict: List[str] :rtype: bool """ MOD, P = 10**9+7, 113 hashes = [0]*len(dict) for i, word in enumerate(dict): for c in word: hashes[i] = (P*hashes[i] + (ord(c)-ord('a'))) %...
Solution
python
spack__spack
lib/spack/spack/vendor/macholib/mach_o.py
{ "start": 28252, "end": 29889 }
class ____(Structure): _fields_ = ( ("ilocalsym", p_uint32), ("nlocalsym", p_uint32), ("iextdefsym", p_uint32), ("nextdefsym", p_uint32), ("iundefsym", p_uint32), ("nundefsym", p_uint32), ("tocoff", p_uint32), ("ntoc", p_uint32), ("modtaboff", ...
dysymtab_command
python
huggingface__transformers
src/transformers/models/edgetam_video/modeling_edgetam_video.py
{ "start": 3530, "end": 5399 }
class ____(GradientCheckpointingLayer): def __init__(self, config: EdgeTamVideoConfig): super().__init__() self.depthwise_conv = nn.Conv2d( config.memory_fuser_embed_dim, config.memory_fuser_embed_dim, kernel_size=config.memory_fuser_kernel_size, paddi...
EdgeTamVideoMemoryFuserCXBlock
python
pytorch__pytorch
test/dynamo/test_pgo.py
{ "start": 501, "end": 15786 }
class ____(torch._dynamo.test_case.TestCase): def setUp(self): super().setUp() self._test_stack = contextlib.ExitStack() self._test_stack.enter_context(torch.compiler.config.patch(job_id=self.id())) self._test_stack.enter_context( torch._dynamo.config.patch(automatic_dyna...
PgoTest
python
crytic__slither
slither/vyper_parsing/variables/structure_variable.py
{ "start": 186, "end": 672 }
class ____: def __init__(self, variable: StructureVariable, variable_data: AnnAssign): self._variable: StructureVariable = variable self._variable.name = variable_data.target.id self._elem_to_parse = variable_data.annotation @property def underlying_variable(self) -> StructureVariab...
StructureVariableVyper
python
dask__distributed
distributed/worker_state_machine.py
{ "start": 29027, "end": 30050 }
class ____(StateMachineEvent): __slots__ = ("key", "compute_duration") key: Key compute_duration: float # {TaskState -> finish: TaskStateState | (finish: TaskStateState, transition *args)} # Not to be confused with distributed.scheduler.Recs Recs: TypeAlias = dict[TaskState, TaskStateState | tuple] Instru...
SecedeEvent
python
allegroai__clearml
clearml/backend_api/services/v2_9/tasks.py
{ "start": 122953, "end": 128235 }
class ____(Response): """ Response of tasks.delete endpoint. :param deleted: Indicates whether the task was deleted :type deleted: bool :param updated_children: Number of child tasks whose parent property was updated :type updated_children: int :param updated_models: Number of model...
DeleteResponse
python
skorch-dev__skorch
skorch/callbacks/logging.py
{ "start": 1714, "end": 9733 }
class ____(Callback): """Logs model metadata and training metrics to Neptune. Neptune is a lightweight experiment-tracking tool. You can read more about it here: https://neptune.ai Use this callback to automatically log all interesting values from your net's history to Neptune. The best way t...
NeptuneLogger
python
great-expectations__great_expectations
great_expectations/execution_engine/partition_and_sample/sparkdf_data_sampler.py
{ "start": 495, "end": 6751 }
class ____(DataSampler): """Methods for sampling a Spark dataframe.""" def sample_using_limit(self, df: pyspark.DataFrame, batch_spec: BatchSpec) -> pyspark.DataFrame: """Sample the first n rows of data. Args: df: Spark dataframe. batch_spec: Should contain key `n` in s...
SparkDataSampler
python
getsentry__sentry
src/sentry/backup/findings.py
{ "start": 6652, "end": 7224 }
class ____: """A wrapper type for a list of 'ComparatorFinding' which enables pretty-printing in asserts.""" def __init__(self, findings: list[ComparatorFinding]): self.findings = findings def append(self, finding: ComparatorFinding) -> None: self.findings.append(finding) def empty(se...
ComparatorFindings
python
django__django
django/core/exceptions.py
{ "start": 731, "end": 849 }
class ____(SuspiciousOperation): """Suspect MIME request in multipart form data""" pass
SuspiciousMultipartForm
python
sqlalchemy__sqlalchemy
test/orm/test_utils.py
{ "start": 32989, "end": 41896 }
class ____(_poly_fixtures._Polymorphic): run_setup_mappers = "once" run_inserts = None run_deletes = None def test_plain(self): Person = _poly_fixtures.Person Engineer = _poly_fixtures.Engineer pmapper = inspect(Person) emapper = inspect(Engineer) p1 = PathRegis...
PathRegistryInhTest
python
pallets__jinja
src/jinja2/nodes.py
{ "start": 2992, "end": 9716 }
class ____(metaclass=NodeType): """Baseclass for all Jinja nodes. There are a number of nodes available of different types. There are four major types: - :class:`Stmt`: statements - :class:`Expr`: expressions - :class:`Helper`: helper nodes - :class:`Template`: the outermost wrapper n...
Node
python
FactoryBoy__factory_boy
tests/test_alchemy.py
{ "start": 1291, "end": 1633 }
class ____(SQLAlchemyModelFactory): class Meta: model = models.StandardModel sqlalchemy_get_or_create = ('foo',) sqlalchemy_session = models.session sqlalchemy_session_persistence = 'commit' id = factory.Sequence(lambda n: n) foo = factory.Sequence(lambda n: 'foo%d' % n)
WithGetOrCreateFieldFactory
python
airbytehq__airbyte
airbyte-integrations/connectors/source-google-sheets/unit_tests/integration/conftest/google_sheets_base_test.py
{ "start": 965, "end": 7565 }
class ____(TestCase, ABC): def setUp(self) -> None: self._config = deepcopy(_CONFIG) self._service_config = deepcopy(_SERVICE_CONFIG) @staticmethod def _check(config: Dict[str, Any], expecting_exception: bool = True) -> EntrypointOutput: return check_helper(config, stream_name=_STRE...
GoogleSheetsBaseTest
python
kamyu104__LeetCode-Solutions
Python/maximum-number-of-tasks-you-can-assign.py
{ "start": 2694, "end": 3985 }
class ____(object): def maxTaskAssign(self, tasks, workers, pills, strength): """ :type tasks: List[int] :type workers: List[int] :type pills: int :type strength: int :rtype: int """ def check(tasks, workers, pills, strength, x): t = tasks[...
Solution3
python
openai__openai-python
src/openai/types/responses/tool_param.py
{ "start": 3257, "end": 5321 }
class ____(TypedDict, total=False): server_label: Required[str] """A label for this MCP server, used to identify it in tool calls.""" type: Required[Literal["mcp"]] """The type of the MCP tool. Always `mcp`.""" allowed_tools: Optional[McpAllowedTools] """List of allowed tool names or a filter ...
Mcp
python
sphinx-doc__sphinx
sphinx/transforms/post_transforms/__init__.py
{ "start": 1848, "end": 11256 }
class ____(SphinxPostTransform): """Resolves cross-references on doctrees.""" default_priority = 10 def run(self, **kwargs: Any) -> None: for node in self.document.findall(addnodes.pending_xref): content = self.find_pending_xref_condition(node, ('resolved', '*')) if content...
ReferencesResolver