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python
pydantic__pydantic
pydantic/v1/config.py
{ "start": 915, "end": 2479 }
class ____(str, Enum): allow = 'allow' ignore = 'ignore' forbid = 'forbid' # https://github.com/cython/cython/issues/4003 # Fixed in Cython 3 and Pydantic v1 won't support Cython 3. # Pydantic v2 doesn't depend on Cython at all. if not compiled: from typing_extensions import TypedDict class Confi...
Extra
python
pytorch__pytorch
test/distributed/tensor/parallel/test_tp_style.py
{ "start": 900, "end": 17489 }
class ____(DTensorTestBase): @property def world_size(self): return NUM_DEVICES @with_comms def test_colwise_parallel_style(self): mesh = init_device_mesh(self.device_type, (self.world_size,)) comm_mode = CommDebugMode() tensor = torch.rand(8, 16, device=self.device_typ...
TensorParallelStyleTest
python
ansible__ansible
test/units/plugins/cache/test_cache.py
{ "start": 1029, "end": 3305 }
class ____(unittest.TestCase): def setUp(self): # memory plugin cache self.cache = CachePluginAdjudicator() self.cache['cache_key'] = {'key1': 'value1', 'key2': 'value2'} self.cache['cache_key_2'] = {'key': 'value'} def test___setitem__(self): self.cache['new_cache_key']...
TestCachePluginAdjudicator
python
encode__django-rest-framework
tests/test_exceptions.py
{ "start": 1610, "end": 2692 }
class ____(TestCase): def test_eq(self): assert ErrorDetail('msg') == ErrorDetail('msg') assert ErrorDetail('msg', 'code') == ErrorDetail('msg', code='code') assert ErrorDetail('msg') == 'msg' assert ErrorDetail('msg', 'code') == 'msg' def test_ne(self): assert ErrorDe...
ErrorDetailTests
python
mlflow__mlflow
mlflow/store/tracking/dbmodels/models.py
{ "start": 4452, "end": 9022 }
class ____(Base): """ DB model for :py:class:`mlflow.entities.Run`. These are recorded in ``runs`` table. """ __tablename__ = "runs" run_uuid = Column(String(32), nullable=False) """ Run UUID: `String` (limit 32 characters). *Primary Key* for ``runs`` table. """ name = Column(Strin...
SqlRun
python
apache__airflow
providers/alibaba/tests/unit/alibaba/cloud/operators/test_analyticdb_spark.py
{ "start": 4784, "end": 6568 }
class ____: @mock.patch(ADB_SPARK_OPERATOR_STRING.format("AnalyticDBSparkHook")) def test_execute(self, mock_hook): """Test submit AnalyticDB Spark SQL Application works as expected.""" operator = AnalyticDBSparkSQLOperator( sql=MOCK_SQL, cluster_id=MOCK_CLUSTER_ID, ...
TestAnalyticDBSparklSQLOperator
python
getsentry__sentry
src/sentry/snuba/metrics/fields/base.py
{ "start": 12335, "end": 12718 }
class ____(MetricOperationDefinition): can_orderby: bool can_groupby: bool = False can_filter: bool = False meta_type: str | None = None post_query_func: Callable[..., PostQueryFuncReturnType] = lambda data, *args: data snql_func: Callable[..., Function | None] = lambda _: None default_null_...
DerivedOpDefinition
python
pydata__xarray
xarray/core/indexing.py
{ "start": 22288, "end": 23456 }
class ____(NDArrayMixin): """Wrap an array, converting tuples into the indicated explicit indexer.""" __slots__ = ("array", "indexer_cls") def __init__(self, array, indexer_cls: type[ExplicitIndexer] = BasicIndexer): self.array = as_indexable(array) self.indexer_cls = indexer_cls def ...
ImplicitToExplicitIndexingAdapter
python
encode__django-rest-framework
rest_framework/authentication.py
{ "start": 1488, "end": 3639 }
class ____(BaseAuthentication): """ HTTP Basic authentication against username/password. """ www_authenticate_realm = 'api' def authenticate(self, request): """ Returns a `User` if a correct username and password have been supplied using HTTP Basic authentication. Otherwise...
BasicAuthentication
python
sphinx-doc__sphinx
sphinx/pycode/parser.py
{ "start": 18746, "end": 21666 }
class ____(TokenProcessor): """Python source code parser to detect location of functions, classes and methods. """ def __init__(self, lines: list[str]) -> None: super().__init__(lines) self.decorator: Token | None = None self.context: list[str] = [] self.indents: list[tu...
DefinitionFinder
python
facebookresearch__faiss
faiss/gpu/test/torch_test_contrib_gpu.py
{ "start": 9372, "end": 14059 }
class ____(unittest.TestCase): def test_knn_gpu(self, use_cuvs=False): torch.manual_seed(10) d = 32 nb = 1024 nq = 10 k = 10 res = faiss.StandardGpuResources() # make GT on torch cpu and test using IndexFlatL2 xb = torch.rand(nb, d, dtype=torch.float3...
TestTorchUtilsKnnGpu
python
encode__django-rest-framework
tests/test_filters.py
{ "start": 19153, "end": 19407 }
class ____(models.Model): related_object = models.ForeignKey(OrderingFilterModel, related_name="related", on_delete=models.CASCADE) index = models.SmallIntegerField(help_text="A non-related field to test with", default=0)
OrderingFilterRelatedModel
python
huggingface__transformers
src/transformers/models/hunyuan_v1_moe/modeling_hunyuan_v1_moe.py
{ "start": 7021, "end": 10449 }
class ____(nn.Module): """Multi-headed attention from 'Attention Is All You Need' paper""" def __init__(self, config: HunYuanMoEV1Config, layer_idx: int): super().__init__() self.config = config self.layer_idx = layer_idx self.head_dim = getattr(config, "head_dim", config.hidden...
HunYuanMoEV1Attention
python
openai__openai-python
src/openai/resources/embeddings.py
{ "start": 11902, "end": 12131 }
class ____: def __init__(self, embeddings: Embeddings) -> None: self._embeddings = embeddings self.create = to_streamed_response_wrapper( embeddings.create, )
EmbeddingsWithStreamingResponse
python
wandb__wandb
tests/system_tests/test_automations/test_automations_api.py
{ "start": 23977, "end": 27187 }
class ____: @fixture(scope="class") def num_projects(self) -> int: return 10 @fixture(scope="class", params=[1, 2, 3]) def page_size(self, request: FixtureRequest) -> int: return request.param @fixture(scope="class") def num_pages(self, num_projects: int, page_size: int) -> int...
TestPaginatedAutomations
python
dask__dask
dask/tests/test_expr.py
{ "start": 2511, "end": 2571 }
class ____: def __init__(self, *args, **kwargs): ...
Mixin
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pyupgrade/UP004.py
{ "start": 330, "end": 375 }
class ____( # object # ): ...
A
python
allegroai__clearml
clearml/backend_api/services/v2_20/events.py
{ "start": 52888, "end": 53989 }
class ____(Request): """ Clear an open Scroll ID :param scroll_id: Scroll ID as returned by previous events service calls :type scroll_id: str """ _service = "events" _action = "clear_scroll" _version = "2.20" _schema = { "definitions": {}, "properties": { ...
ClearScrollRequest
python
pytorch__pytorch
test/test_sparse.py
{ "start": 198194, "end": 210588 }
class ____(TestCase): exact_dtype = True def _test_meta_sparse_coo(self, dtype): r = torch.empty(4, 4, layout=torch.sparse_coo, device='meta', dtype=dtype) self.assertTrue(r.is_meta) self.assertEqual(r.device.type, "meta") r2 = torch.empty_like(r) self.assertTrue(r2.is_m...
TestSparseMeta
python
gevent__gevent
src/greentest/3.9/test_subprocess.py
{ "start": 136818, "end": 147182 }
class ____(BaseTestCase): def test_startupinfo(self): # startupinfo argument # We uses hardcoded constants, because we do not want to # depend on win32all. STARTF_USESHOWWINDOW = 1 SW_MAXIMIZE = 3 startupinfo = subprocess.STARTUPINFO() startupinfo.dwFlags = S...
Win32ProcessTestCase
python
doocs__leetcode
solution/2900-2999/2917.Find the K-or of an Array/Solution.py
{ "start": 0, "end": 237 }
class ____: def findKOr(self, nums: List[int], k: int) -> int: ans = 0 for i in range(32): cnt = sum(x >> i & 1 for x in nums) if cnt >= k: ans |= 1 << i return ans
Solution
python
allegroai__clearml
clearml/backend_api/services/v2_13/models.py
{ "start": 22323, "end": 23396 }
class ____(Request): """ Archive models :param ids: Entities to move :type ids: Sequence[str] """ _service = "models" _action = "archive_many" _version = "2.13" _schema = { "definitions": {}, "properties": { "ids": { "description": "Entit...
ArchiveManyRequest
python
bokeh__bokeh
src/bokeh/models/formatters.py
{ "start": 28853, "end": 41813 }
class ____(TickFormatter): ''' A ``TickFormatter`` for displaying timedelta values nicely across a range of scales. The largest scale for differentiating between formats is "days", as the conversion from "days" to "months" or "years" is not well defined. ``TimedeltaTickFormatter`` has the following...
TimedeltaTickFormatter
python
apache__airflow
providers/presto/src/airflow/providers/presto/transfers/gcs_to_presto.py
{ "start": 1448, "end": 5047 }
class ____(BaseOperator): """ Loads a csv file from Google Cloud Storage into a Presto table. Assumptions: 1. CSV file should not have headers 2. Presto table with requisite columns is already created 3. Optionally, a separate JSON file with headers or list of headers can be provided :para...
GCSToPrestoOperator
python
aio-libs__aiohttp
tests/test_resolver.py
{ "start": 2721, "end": 3035 }
class ____: def __init__(self, hosts: Collection[str]) -> None: self.nodes = [ FakeAIODNSAddrInfoNode( socket.AF_INET6, (h.encode(), 0, 0, 3 if ip_address(h).is_link_local else 0), ) for h in hosts ]
FakeAIODNSAddrInfoIPv6Result
python
run-llama__llama_index
llama-index-core/tests/voice_agents/test_subclasses.py
{ "start": 3105, "end": 7317 }
class ____(BaseVoiceAgent): def __init__( self, ws: BaseVoiceAgentWebsocket, interface: BaseVoiceAgentInterface, api_key: Optional[str] = None, ): super().__init__(ws=ws, interface=interface, api_key=api_key) self._is_started = False self._sent: List[Any] ...
MockVoiceAgent
python
getsentry__sentry
src/sentry/seer/anomaly_detection/types.py
{ "start": 1013, "end": 1099 }
class ____(TypedDict): success: bool message: NotRequired[str]
StoreDataResponse
python
django__django
tests/custom_managers/models.py
{ "start": 5597, "end": 5729 }
class ____(models.Manager): def get_queryset(self): return super().get_queryset().filter(is_public=True)
RestrictedManager
python
pandas-dev__pandas
pandas/tests/indexing/test_indexing.py
{ "start": 30316, "end": 39342 }
class ____: def test_setitem_dt64_string_scalar(self, tz_naive_fixture, indexer_sli): # dispatching _can_hold_element to underlying DatetimeArray tz = tz_naive_fixture dti = date_range("2016-01-01", periods=3, tz=tz) ser = Series(dti.copy(deep=True)) values = ser._values ...
TestDatetimelikeCoercion
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/flake8_bugbear/B021.py
{ "start": 212, "end": 335 }
class ____: f"""hello {VARIABLE}!""" def foo1(): """hello world!""" def foo2(): f"""hello {VARIABLE}!"""
bar2
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_header_image01.py
{ "start": 339, "end": 2432 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("header_image01.xlsx") self.ignore_elements = { "xl/worksheets/sheet1.xml": ["<pageMargins", "<pageSetup"] } def test_c...
TestCompareXLSXFiles
python
cython__cython
Cython/Compiler/Tests/TestUtilityLoad.py
{ "start": 3121, "end": 3923 }
class ____(unittest.TestCase): def test_equality(self): c1 = Code.UtilityCode.load("NumpyImportUFunc", "NumpyImportArray.c") c2 = Code.UtilityCode.load("NumpyImportArray", "NumpyImportArray.c") c3 = Code.UtilityCode.load("pyunicode_strlen", "StringTools.c") c4 = Code.UtilityCode.load...
TestUtilityCode
python
numba__numba
numba/cuda/tests/doc_examples/test_vecadd.py
{ "start": 201, "end": 2043 }
class ____(CUDATestCase): """ Test simple vector addition """ def setUp(self): # Prevent output from this test showing # up when running the test suite self._captured_stdout = captured_stdout() self._captured_stdout.__enter__() super().setUp() def tearDown(s...
TestVecAdd
python
realpython__materials
asterioids-pygame-project/source_code_step_2/space_rocks/game.py
{ "start": 16, "end": 760 }
class ____: def __init__(self): self._init_pygame() self.screen = pygame.display.set_mode((800, 600)) def main_loop(self): while True: self._handle_input() self._process_game_logic() self._draw() def _init_pygame(self): pygame.init() ...
SpaceRocks
python
walkccc__LeetCode
solutions/792. Number of Matching Subsequences/792.py
{ "start": 0, "end": 715 }
class ____: def numMatchingSubseq(self, s: str, words: list[str]) -> int: root = {} def insert(word: str) -> None: node = root for c in word: if c not in node: node[c] = {'count': 0} node = node[c] node['count'] += 1 for word in words: insert(word) ...
Solution
python
openai__openai-python
src/openai/cli/_api/image.py
{ "start": 2691, "end": 2883 }
class ____(BaseModel): image: str num_images: int size: str response_format: str prompt: str mask: Omittable[str] = omit model: Omittable[str] = omit
CLIImageEditArgs
python
sqlalchemy__sqlalchemy
test/typing/plain_files/ext/hybrid/hybrid_five.py
{ "start": 322, "end": 853 }
class ____(Base): __tablename__ = "my_model" id: Mapped[int] = mapped_column(primary_key=True) int_col: Mapped[int | None] = mapped_column() @hybrid_property def some_col(self) -> int: return (self.int_col or 0) + 1 @some_col.inplace.setter def _str_col_setter(self, value: int | ...
MyModel
python
encode__django-rest-framework
tests/test_model_serializer.py
{ "start": 5474, "end": 13829 }
class ____(TestCase): def test_regular_fields(self): """ Model fields should map to their equivalent serializer fields. """ class TestSerializer(serializers.ModelSerializer): class Meta: model = RegularFieldsModel fields = '__all__' ...
TestRegularFieldMappings
python
numba__numba
numba/stencils/stencil.py
{ "start": 621, "end": 2449 }
class ____(object): '''Callable class responsible for lowering calls to a specific StencilFunc. ''' def __init__(self, sf): self.stencilFunc = sf def __call__(self, context, builder, sig, args): cres = self.stencilFunc.compile_for_argtys(sig.args, {}, sig.return_type...
StencilFuncLowerer
python
boto__boto3
tests/functional/docs/test_ec2.py
{ "start": 705, "end": 2089 }
class ____(BaseDocsFunctionalTests): def setUp(self): super().setUp() self.documenter = ServiceDocumenter( 'ec2', session=Session(region_name='us-east-1'), root_docs_path=self.root_services_path, ) self.generated_contents = self.documenter.document...
TestInstanceDeleteTags
python
pyqtgraph__pyqtgraph
pyqtgraph/exporters/Matplotlib.py
{ "start": 5216, "end": 5689 }
class ____(QtWidgets.QMainWindow): def __init__(self): from ..widgets import MatplotlibWidget QtWidgets.QMainWindow.__init__(self) self.mpl = MatplotlibWidget.MatplotlibWidget() self.setCentralWidget(self.mpl) self.show() def __getattr__(self, attr): retu...
MatplotlibWindow
python
miyuchina__mistletoe
mistletoe/span_token.py
{ "start": 9545, "end": 9889 }
class ____(SpanToken): """ A "block" macro opening tag. ("{{macroName<optionalParams>}}<newLine>") We want to keep it on a separate line instead of "soft" merging it with the *following* line. """ pattern = re.compile(r'(?<!\\)(\{\{\w+.*?(?<![\\/])\}\})\s*\n') parse_inner = False parse_grou...
XWikiBlockMacroStart
python
mwaskom__seaborn
seaborn/_stats/aggregation.py
{ "start": 3587, "end": 3684 }
class ____(Stat): ... def __call__(self, data, groupby, orient, scales): ...
Rolling
python
gevent__gevent
src/greentest/3.10/test_threading.py
{ "start": 59428, "end": 60884 }
class ____(unittest.TestCase): def test_atexit_output(self): rc, out, err = assert_python_ok("-c", """if True: import threading def run_last(): print('parrot') threading._register_atexit(run_last) """) self.assertFalse(err) self...
AtexitTests
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/classes9.py
{ "start": 793, "end": 913 }
class ____(TypedDict): x: NotRequired[int] y: Required[int] # This should generate an error for x but not y.
TD_A2
python
run-llama__llama_index
llama-index-packs/llama-index-packs-diff-private-simple-dataset/llama_index/packs/diff_private_simple_dataset/events.py
{ "start": 88, "end": 237 }
class ____(BaseEvent): @classmethod def class_name(cls): """Class name.""" return "LLMEmptyResponseEvent"
LLMEmptyResponseEvent
python
python__mypy
mypy/nodes.py
{ "start": 57822, "end": 58155 }
class ____(Statement): __slots__ = ("expr",) __match_args__ = ("expr",) expr: Expression | None def __init__(self, expr: Expression | None) -> None: super().__init__() self.expr = expr def accept(self, visitor: StatementVisitor[T]) -> T: return visitor.visit_return_stmt(s...
ReturnStmt
python
dask__distributed
distributed/deploy/old_ssh.py
{ "start": 424, "end": 10080 }
class ____: HEADER = "\033[95m" OKBLUE = "\033[94m" OKGREEN = "\033[92m" WARNING = "\033[93m" FAIL = "\033[91m" ENDC = "\033[0m" BOLD = "\033[1m" UNDERLINE = "\033[4m" def async_ssh(cmd_dict): import paramiko from paramiko.buffered_pipe import PipeTimeout from paramiko.ssh_...
bcolors
python
redis__redis-py
redis/asyncio/multidb/healthcheck.py
{ "start": 2859, "end": 4260 }
class ____(AbstractHealthCheckPolicy): """ Policy that returns True if a majority of health check probes are successful. """ def __init__(self, health_check_probes: int, health_check_delay: float): super().__init__(health_check_probes, health_check_delay) async def execute(self, health_che...
HealthyMajorityPolicy
python
scikit-learn__scikit-learn
sklearn/externals/_numpydoc/docscrape.py
{ "start": 17958, "end": 19092 }
class ____(NumpyDocString): def __init__(self, func, role="func", doc=None, config=None): self._f = func self._role = role # e.g. "func" or "meth" if doc is None: if func is None: raise ValueError("No function or docstring given") doc = inspect.getdo...
FunctionDoc
python
django__django
tests/syndication_tests/feeds.py
{ "start": 5877, "end": 6032 }
class ____(TestRss2Feed): stylesheets = [ "/stylesheet1.xsl", feedgenerator.Stylesheet("/stylesheet2.xsl"), ]
TestFeedWithStylesheets
python
kamyu104__LeetCode-Solutions
Python/minimum-cost-walk-in-weighted-graph.py
{ "start": 50, "end": 1712 }
class ____(object): def minimumCost(self, n, edges, query): """ :type n: int :type edges: List[List[int]] :type query: List[List[int]] :rtype: List[int] """ class UnionFind(object): # Time: O(n * alpha(n)), Space: O(n) def __init__(self, n): ...
Solution
python
dask__dask
dask/dataframe/dask_expr/_reductions.py
{ "start": 39608, "end": 40281 }
class ____(Reduction): """ Some reductions reduce the number of rows in your object but keep the original dimension, e.g. a DataFrame stays a DataFrame instead of getting reduced to a Series. """ @classmethod def chunk(cls, df, **kwargs): return cls.reduction_chunk(df, **kwargs) ...
ReductionConstantDim
python
getsentry__sentry
src/sentry/analytics/event.py
{ "start": 2314, "end": 3619 }
class ____: """ Base class for custom analytics Events. """ # the type of the event, used for serialization and matching. Can be None for abstract base event classes type: ClassVar[str | None] _eventclass_initialized: ClassVar[bool] = False def __new__(cls, *args: Any, **kwargs: Any) -> Se...
Event
python
apache__airflow
providers/google/tests/unit/google/cloud/hooks/test_cloud_logging.py
{ "start": 2117, "end": 7808 }
class ____: def setup_method(self): with mock.patch( BASE_STRING.format("GoogleBaseHook.__init__"), new=mock_base_gcp_hook_default_project_id, ): self.hook = CloudLoggingHook(gcp_conn_id=GCP_CONN_ID) @mock.patch( "airflow.providers.google.common.hooks...
TestCloudLoggingHook
python
airbytehq__airbyte
airbyte-ci/connectors/pipelines/pipelines/airbyte_ci/connectors/publish/pipeline.py
{ "start": 3260, "end": 4171 }
class ____(Step): context: PythonRegistryPublishContext title = "Check if the connector is published on python registry" async def _run(self) -> StepResult: is_published = is_package_published( self.context.package_metadata.name, self.context.package_metadata.version, self.context.regis...
CheckPythonRegistryPackageDoesNotExist
python
run-llama__llama_index
llama-index-integrations/protocols/llama-index-protocols-ag-ui/llama_index/protocols/ag_ui/events.py
{ "start": 1887, "end": 1975 }
class ____(CustomEvent, Event): type: EventType = EventType.CUSTOM
CustomWorkflowEvent
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 391371, "end": 392472 }
class ____(sgqlc.types.Interface): """Represents a contribution a user made on GitHub, such as opening an issue. """ __schema__ = github_schema __field_names__ = ("is_restricted", "occurred_at", "resource_path", "url", "user") is_restricted = sgqlc.types.Field(sgqlc.types.non_null(Boolean), gra...
Contribution
python
getsentry__sentry
src/sentry/features/handler.py
{ "start": 2204, "end": 3529 }
class ____(FeatureHandler): """ Base class for feature handlers that apply to an organization and an optional collection of `objects` (e.g. projects). Subclasses are expected to implement `_check_for_batch` and perform a feature check using only the organization. It is generally better to exte...
BatchFeatureHandler
python
django__django
tests/queries/tests.py
{ "start": 150494, "end": 150937 }
class ____(TestCase): def test_reverse_trimming(self): # We don't accidentally trim reverse joins - we can't know if there is # anything on the other side of the join, so trimming reverse joins # can't be done, ever. t = Tag.objects.create() qs = Tag.objects.filter(annotation...
ReverseJoinTrimmingTest
python
langchain-ai__langchain
libs/langchain/langchain_classic/evaluation/comparison/eval_chain.py
{ "start": 3693, "end": 5113 }
class ____(BaseOutputParser[dict]): """A parser for the output of the PairwiseStringEvalChain. Attributes: _type: The type of the output parser. """ @property def _type(self) -> str: """Return the type of the output parser. Returns: The type of the output pars...
PairwiseStringResultOutputParser
python
kamyu104__LeetCode-Solutions
Python/check-if-number-is-a-sum-of-powers-of-three.py
{ "start": 32, "end": 274 }
class ____(object): def checkPowersOfThree(self, n): """ :type n: int :rtype: bool """ while n > 0: if n%3 == 2: return False n //= 3 return True
Solution
python
kamyu104__LeetCode-Solutions
Python/earliest-finish-time-for-land-and-water-rides-i.py
{ "start": 40, "end": 767 }
class ____(object): def earliestFinishTime(self, landStartTime, landDuration, waterStartTime, waterDuration): """ :type landStartTime: List[int] :type landDuration: List[int] :type waterStartTime: List[int] :type waterDuration: List[int] :rtype: int """ ...
Solution
python
pymupdf__PyMuPDF
src/__init__.py
{ "start": 835582, "end": 836796 }
class ____(mupdf.FzOutput2): def __init__(self, bio): super().__init__() self.bio = bio self.use_virtual_write() self.use_virtual_seek() self.use_virtual_tell() self.use_virtual_truncate() def seek( self, ctx, offset, whence): return self.bio.seek( of...
JM_new_output_fileptr_Output
python
huggingface__transformers
src/transformers/models/musicgen_melody/configuration_musicgen_melody.py
{ "start": 853, "end": 6724 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of an [`MusicgenMelodyDecoder`]. It is used to instantiate a Musicgen Melody decoder according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will y...
MusicgenMelodyDecoderConfig
python
dagster-io__dagster
examples/docs_snippets/docs_snippets_tests/snippet_checks/guides/components/integrations/test_omni_utils.py
{ "start": 2536, "end": 3712 }
class ____(OmniComponent): async def write_state_to_path(self, state_path): """Override to use mock data.""" import dagster as dg # Create a mock workspace with the same credentials mock_workspace = MockOmniWorkspace(**self.workspace.model_dump()) # Fetch and store mock dat...
MockOmniComponent
python
PrefectHQ__prefect
src/integrations/prefect-gcp/tests/test_utilities.py
{ "start": 1197, "end": 3665 }
class ____: @pytest.mark.parametrize( "ready_condition,expected_value", [({"status": "True"}, True), ({"status": "False"}, False), ({}, False)], ) def test_is_ready(self, ready_condition, expected_value): job = Job( metadata={}, spec={}, status={},...
TestJob
python
scipy__scipy
scipy/stats/tests/test_rank.py
{ "start": 2424, "end": 12775 }
class ____: def desired_dtype(self, method='average', has_nans=False, *, xp): if has_nans: return xp.asarray(1.).dtype return xp.asarray(1.).dtype if method=='average' else xp.asarray(1).dtype def test_empty(self, xp): """stats.rankdata of empty array should return an empty...
TestRankData
python
PrefectHQ__prefect
tests/test_futures.py
{ "start": 12168, "end": 17673 }
class ____: async def test_wait_with_timeout(self, task_run): @task async def my_task(): return 42 task_run = await my_task.create_run() future = PrefectDistributedFuture(task_run_id=task_run.id) asyncio.create_task( run_task_async( t...
TestPrefectDistributedFuture
python
python-poetry__poetry
src/poetry/publishing/uploader.py
{ "start": 835, "end": 12361 }
class ____: def __init__(self, poetry: Poetry, io: IO, dist_dir: Path | None = None) -> None: self._poetry = poetry self._package = poetry.package self._io = io self._dist_dir = dist_dir or self.default_dist_dir self._username: str | None = None self._password: str | ...
Uploader
python
PyCQA__pylint
tests/functional/m/missing/missing_function_docstring.py
{ "start": 306, "end": 413 }
class ____: def __init__(self, my_param: int) -> None: # [missing-function-docstring] pass
MyClass
python
huggingface__transformers
src/transformers/models/mobilenet_v2/modeling_mobilenet_v2.py
{ "start": 6979, "end": 8638 }
class ____(nn.Module): def __init__(self, config: MobileNetV2Config, in_channels: int, expanded_channels: int, out_channels: int) -> None: super().__init__() # The very first layer is a regular 3x3 convolution with stride 2 that expands to 32 channels. # All other expansion layers use the e...
MobileNetV2Stem
python
celery__celery
t/unit/concurrency/test_gevent.py
{ "start": 3057, "end": 4170 }
class ____: def test_apply_timeout(self): self.patching.modules(*gevent_modules) class Timeout(Exception): value = None def __init__(self, value): self.__class__.value = value def __enter__(self): return self def __...
test_apply_timeout
python
jazzband__django-formtools
tests/wizard/wizardtests/models.py
{ "start": 201, "end": 430 }
class ____(models.Model): poet = models.ForeignKey(Poet, on_delete=models.CASCADE) name = models.CharField(max_length=100) class Meta: app_label = 'formtools' def __str__(self): return self.name
Poem
python
getsentry__sentry
tests/sentry/monitors/endpoints/test_project_monitor_details.py
{ "start": 293, "end": 465 }
class ____(BaseMonitorDetailsTest, BaseProjectMonitorTest): endpoint = "sentry-api-0-project-monitor-details" __test__ = True @freeze_time()
ProjectMonitorDetailsTest
python
joke2k__faker
faker/providers/phone_number/nl_NL/__init__.py
{ "start": 49, "end": 512 }
class ____(PhoneNumberProvider): formats = ( "0### ######", "0## #######", "+31### ######", "+31## #######", "+31(0)### ######", "+31(0)## #######", "(0###) ######", "(0##) #######", "0###-######", "0##-#######", "+31###-######"...
Provider
python
django__django
tests/null_fk_ordering/tests.py
{ "start": 106, "end": 2013 }
class ____(TestCase): def test_ordering_across_null_fk(self): """ Regression test for #7512 ordering across nullable Foreign Keys shouldn't exclude results """ author_1 = Author.objects.create(name="Tom Jones") author_2 = Author.objects.create(name="Bob Smith") ...
NullFkOrderingTests
python
davidhalter__jedi
test/refactor/extract_function.py
{ "start": 6909, "end": 7093 }
class ____: #? 9 text {'new_name': 'f', 'until_line': 4} a = 3 c = a + 2 # ++++++++++++++++++++++++++++++++++++++++++++++++++ def f(): a = 3 c = a + 2 return c
X1
python
crytic__slither
slither/slithir/operations/member.py
{ "start": 749, "end": 3068 }
class ____(OperationWithLValue): def __init__( self, variable_left: SourceMapping, variable_right: Constant, result: Union[ReferenceVariable, ReferenceVariableSSA], ) -> None: # Function can happen for something like # library FunctionExtensions { # fu...
Member
python
run-llama__llama_index
llama-index-integrations/evaluation/llama-index-evaluation-tonic-validate/llama_index/evaluation/tonic_validate/answer_similarity.py
{ "start": 356, "end": 2057 }
class ____(BaseEvaluator): """ Tonic Validate's answer similarity metric. The output score is a float between 0.0 and 5.0. See https://docs.tonic.ai/validate/ for more details. Args: openai_service(OpenAIService): The OpenAI service to use. Specifies the chat completion model ...
AnswerSimilarityEvaluator
python
great-expectations__great_expectations
great_expectations/core/util.py
{ "start": 9303, "end": 10677 }
class ____: OBJECT_URL_TEMPLATE: str = "s3a://{bucket}/{path}" """ >>> s = S3Url("s3://bucket/hello/world") >>> s.bucket 'bucket' >>> s.key 'hello/world' >>> s.url 's3://bucket/hello/world' >>> s = S3Url("s3://bucket/hello/world?qwe1=3#ddd") >>> s.bucket 'bucket' >>...
S3Url
python
huggingface__transformers
src/transformers/models/encodec/modeling_encodec.py
{ "start": 1655, "end": 2586 }
class ____(ModelOutput): r""" audio_codes (`torch.LongTensor` of shape `(nb_frames, batch_size, nb_quantizers, frame_len)`, *optional*): Discrete code embeddings computed using `model.encode`. audio_scales (list of length `nb_frames` of `torch.Tensor` of shape `(batch_size, 1)`, *optional*): ...
EncodecEncoderOutput
python
django__django
tests/m2m_through_regress/models.py
{ "start": 2209, "end": 2296 }
class ____(models.Model): event = models.ForeignKey(Event, models.CASCADE)
Competitor
python
apache__airflow
providers/amazon/src/airflow/providers/amazon/aws/sensors/sagemaker.py
{ "start": 12655, "end": 13795 }
class ____(SageMakerBaseSensor): """ Poll the processing job until it reaches a terminal state; raise AirflowException with the failure reason. .. seealso:: For more information on how to use this sensor, take a look at the guide: :ref:`howto/sensor:SageMakerProcessingSensor` :param jo...
SageMakerProcessingSensor
python
protocolbuffers__protobuf
python/google/protobuf/internal/reflection_test.py
{ "start": 2877, "end": 35740 }
class ____(unittest.TestCase): def assertListsEqual(self, values, others): self.assertEqual(len(values), len(others)) for i in range(len(values)): self.assertEqual(values[i], others[i]) def testScalarConstructor(self, message_module): # Constructor with only scalar types should succeed. prot...
ReflectionTest
python
huggingface__transformers
tests/models/barthez/test_tokenization_barthez.py
{ "start": 829, "end": 2834 }
class ____(TokenizerTesterMixin, unittest.TestCase): from_pretrained_id = "moussaKam/mbarthez" tokenizer_class = BarthezTokenizer integration_expected_tokens = ['▁This', '▁is', '▁a', '▁test', '▁', '😊', '▁I', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fals', 'é', '.', '▁', '生活的真谛是...
BarthezTokenizationTest
python
airbytehq__airbyte
airbyte-integrations/connectors/source-zendesk-support/unit_tests/integrations/zs_responses/records/post_votes_records_builder.py
{ "start": 196, "end": 503 }
class ____(ZendeskSupportRecordBuilder): @classmethod def posts_votes_record(cls) -> "PostsVotesRecordBuilder": record_template = cls.extract_record("votes", __file__, NestedPath(["votes", 0])) return cls(record_template, FieldPath("id"), FieldPath("updated_at"))
PostsVotesRecordBuilder
python
dagster-io__dagster
helm/dagster/schema/schema/charts/dagster/subschema/postgresql.py
{ "start": 120, "end": 162 }
class ____(BaseModel): port: int
Service
python
sqlalchemy__sqlalchemy
test/orm/test_deprecations.py
{ "start": 27704, "end": 34549 }
class ____(QueryTest, AssertsCompiledSQL): @testing.fails( "ORM refactor not allowing this yet, " "we may just abandon this use case" ) def test_from_alias_one(self): User, addresses, users = ( self.classes.User, self.tables.addresses, self.tables....
InstancesTest
python
kamyu104__LeetCode-Solutions
Python/maximum-coins-heroes-can-collect.py
{ "start": 66, "end": 796 }
class ____(object): def maximumCoins(self, heroes, monsters, coins): """ :type heroes: List[int] :type monsters: List[int] :type coins: List[int] :rtype: List[int] """ idxs1 = range(len(heroes)) idxs1.sort(key=lambda x: heroes[x]) idxs2 = range...
Solution
python
automl__auto-sklearn
test/fixtures/caching.py
{ "start": 370, "end": 3742 }
class ____: """Used for the below fixtures. Mainly used with cases so they don' need to be retrained at every invocation. The cache can be cleared using `pytest`'s built in mechanism: pytest --clear-cache To view cached items use: pytest --cache-show ..code:: python def...
Cache
python
pytorch__pytorch
tools/linter/adapters/clangformat_linter.py
{ "start": 397, "end": 6824 }
class ____(NamedTuple): path: str | None line: int | None char: int | None code: str severity: LintSeverity name: str original: str | None replacement: str | None description: str | None def as_posix(name: str) -> str: return name.replace("\\", "/") if IS_WINDOWS else name de...
LintMessage
python
run-llama__llama_index
llama-index-core/llama_index/core/tools/tool_spec/base.py
{ "start": 484, "end": 3918 }
class ____: """Base tool spec class.""" # list of functions that you'd want to convert to spec spec_functions: List[SPEC_FUNCTION_TYPE] def get_fn_schema_from_fn_name( self, fn_name: str, spec_functions: Optional[List[SPEC_FUNCTION_TYPE]] = None ) -> Optional[Type[BaseModel]]: """ ...
BaseToolSpec
python
django__django
django/http/response.py
{ "start": 24802, "end": 24864 }
class ____(HttpResponse): status_code = 410
HttpResponseGone
python
pennersr__django-allauth
tests/apps/socialaccount/providers/gumroad/tests.py
{ "start": 242, "end": 926 }
class ____(OAuth2TestsMixin, TestCase): provider_id = GumroadProvider.id def get_mocked_response(self): return MockedResponse( HTTPStatus.OK, """{ "success": true, "user": { "bio": "a sailor, a tailor", "nam...
GumroadTests
python
sympy__sympy
sympy/stats/rv.py
{ "start": 48084, "end": 48392 }
class ____: _argnames: tuple[str, ...] = () def __getattr__(self, attr): try: return self.args[self._argnames.index(attr)] except ValueError: raise AttributeError("'%s' object has no attribute '%s'" % ( type(self).__name__, attr))
NamedArgsMixin
python
mlflow__mlflow
tests/sagemaker/mock/__init__.py
{ "start": 39151, "end": 39833 }
class ____: """ Object representing a model description returned by SageMaker's "DescribeModel" API: https://docs.aws.amazon.com/sagemaker/latest/dg/API_DescribeModel.html. """ def __init__(self, model, arn): self.model = model self.arn = arn @property def response_object(s...
ModelDescription
python
MongoEngine__mongoengine
tests/test_datastructures.py
{ "start": 159, "end": 425 }
class ____: def __init__(self): self._changed_fields = [] self._unset_fields = [] def _mark_as_changed(self, key): self._changed_fields.append(key) def _mark_as_unset(self, key): self._unset_fields.append(key)
DocumentStub
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/sql/roles.py
{ "start": 5452, "end": 5651 }
class ____(SQLRole): __slots__ = () _role_name = ( "Row returning expression such as a SELECT, a FROM clause, or an " "INSERT/UPDATE/DELETE with RETURNING" )
ReturnsRowsRole
python
tensorflow__tensorflow
tensorflow/python/framework/ops_test.py
{ "start": 102279, "end": 111370 }
class ____(test_util.TensorFlowTestCase): def testClearsControlDependencies(self): g = ops.Graph() a_1 = _apply_op(g, "FloatOutput", [], [dtypes.float32]) a_2 = _apply_op(g, "FloatOutput", [], [dtypes.float32]) a_3 = _apply_op(g, "FloatOutput", [], [dtypes.float32]) a_4 = _apply_op(g, "FloatOutpu...
InitScopeTest