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python
pytorch__pytorch
torch/_dynamo/variables/higher_order_ops.py
{ "start": 110304, "end": 110732 }
class ____(FunctorchHigherOrderVariable): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) def call_function( self, tx, args: list[VariableTracker], kwargs: dict[str, VariableTracker] ) -> VariableTracker: ctx_manager_vt = super().call_function(tx, args, kwargs...
ReparametrizeModuleCallVariable
python
celery__celery
t/unit/worker/test_request.py
{ "start": 45923, "end": 52401 }
class ____(RequestCase): def setup_method(self): self.task = Mock(name='task') self.pool = Mock(name='pool') self.eventer = Mock(name='eventer') super().setup_method() def create_request_cls(self, **kwargs): return create_request_cls( Request, self.task, sel...
test_create_request_class
python
huggingface__transformers
src/transformers/modeling_outputs.py
{ "start": 8767, "end": 10833 }
class ____(ModelOutput): """ Base class for model's outputs, with potential hidden states and attentions. Args: last_hidden_state (`torch.FloatTensor` of shape `(batch_size, sequence_length, hidden_size)`): Sequence of hidden-states at the output of the last layer of the model. ...
BaseModelOutputWithCrossAttentions
python
dagster-io__dagster
python_modules/libraries/dagster-pandas/dagster_pandas/constraints.py
{ "start": 465, "end": 2802 }
class ____(Exception): """This class defines the response generated when a pandas DF fails validation -- it can be used to generate either a failed typecheck or an exception. Args: constraint_name (str): the name of the violated constraint constraint_description (Optional[str]): the descri...
ConstraintWithMetadataException
python
huggingface__transformers
src/transformers/quantizers/quantizer_awq.py
{ "start": 1040, "end": 7401 }
class ____(HfQuantizer): """ 4-bit quantization for Activation-aware Weight Quantization(AWQ) (https://huggingface.co/papers/2306.00978) """ # AWQ requires data calibration - we support only inference requires_calibration = True required_packages = ["awq", "accelerate"] def __init__(self,...
AwqQuantizer
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/self9.py
{ "start": 207, "end": 618 }
class ____(ParentA): b: int @classmethod def method1(cls) -> None: reveal_type(cls.a, expected_text="list[Self@ChildA]") reveal_type(cls.a[0], expected_text="Self@ChildA") print(cls.a[0].b) def method2(self) -> None: reveal_type(self.a, expected_text="list[Self@ChildA]"...
ChildA
python
pytorch__pytorch
torchgen/dest/lazy_ir.py
{ "start": 12516, "end": 14749 }
class ____(GenLazyIR): def lowering_function(self, schema: LazyIrSchema) -> str: signature = """ torch::lazy::TSOpVector Lower( std::shared_ptr<torch::jit::GraphFunction> function, torch::lazy::TSLoweringContext* loctx) const override""" if schema.properties.LowerDeclOnly: ...
GenTSLazyIR
python
gevent__gevent
src/gevent/libuv/watcher.py
{ "start": 28530, "end": 28626 }
class ____(_base.CheckMixin, watcher): _watcher_callback_name = '_gevent_check_callback0'
check
python
readthedocs__readthedocs.org
readthedocs/rtd_tests/tests/test_subprojects.py
{ "start": 253, "end": 10346 }
class ____(TestCase): def setUp(self): self.user = fixture.get(User) self.project = fixture.get(Project, users=[self.user]) self.subproject = fixture.get(Project, users=[self.user]) self.project.add_subproject(self.subproject, "subproject") self.relation = self.subproject.sup...
SubprojectFormTests
python
wandb__wandb
wandb/vendor/graphql-core-1.1/wandb_graphql/language/ast.py
{ "start": 16335, "end": 17195 }
class ____(Node): __slots__ = ('loc', 'name', 'value',) _fields = ('name', 'value',) def __init__(self, name, value, loc=None): self.loc = loc self.name = name self.value = value def __eq__(self, other): return ( self is other or ( isinstance...
ObjectField
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/nn_ops/atrous_convolution_test.py
{ "start": 2171, "end": 11413 }
class ____(test.TestCase): @contextlib.contextmanager def _delay_checks(self): """Context manager for combining checks depending on tensor evaluations. Each call to Session.run has some overhead, and this overhead can easily account for the majority of the time spent in tests that call Session.run ...
AtrousConvolutionTest
python
numba__numba
numba/core/typing/builtins.py
{ "start": 26665, "end": 27667 }
class ____(AbstractTemplate): def _unify_minmax(self, tys): for ty in tys: if not isinstance(ty, (types.Number, types.NPDatetime, types.NPTimedelta)): return return self.context.unify_types(*tys) def generic(self, args, kws): """ Resolve a min() or m...
MinMaxBase
python
walkccc__LeetCode
solutions/2479. Maximum XOR of Two Non-Overlapping Subtrees/2479.py
{ "start": 94, "end": 854 }
class ____: def __init__(self, maxBit: int): self.maxBit = maxBit self.root = TrieNode() def insert(self, num: int) -> None: node = self.root for i in range(self.maxBit, -1, -1): bit = num >> i & 1 if not node.children[bit]: node.children[bit] = TrieNode() node = node.chil...
BitTrie
python
Pylons__pyramid
tests/test_integration.py
{ "start": 8189, "end": 10133 }
class ____(IntegrationBase, unittest.TestCase): package = 'tests.pkgs.static_encodings' # XXX webtest actually runs response.decode_content() and so we can't # use it to test gzip- or deflate-encoded responses to see if they # were transferred correctly def _getResponse(self, *args, **kwargs): ...
TestStaticAppWithEncodings
python
walkccc__LeetCode
solutions/2302. Count Subarrays With Score Less Than K/2302.py
{ "start": 0, "end": 280 }
class ____: def countSubarrays(self, nums: list[int], k: int) -> int: ans = 0 summ = 0 l = 0 for r, num in enumerate(nums): summ += num while summ * (r - l + 1) >= k: summ -= nums[l] l += 1 ans += r - l + 1 return ans
Solution
python
great-expectations__great_expectations
great_expectations/expectations/core/expect_select_column_values_to_be_unique_within_record.py
{ "start": 2256, "end": 14806 }
class ____(MulticolumnMapExpectation): __doc__ = f"""{EXPECTATION_SHORT_DESCRIPTION} ExpectSelectColumnValuesToBeUniqueWithinRecord is a \ Multicolumn Map Expectation. Multicolumn Map Expectations are evaluated for a set of columns and ask a yes/no question about the row-wise relationship between thos...
ExpectSelectColumnValuesToBeUniqueWithinRecord
python
huggingface__transformers
src/transformers/models/sam3_video/processing_sam3_video.py
{ "start": 1057, "end": 18809 }
class ____(ProcessorMixin): r""" Constructs a SAM3 processor which wraps a SAM3 image processor and an 2D points & Bounding boxes processor into a single processor. [`Sam3Processor`] offers all the functionalities of [`Sam3ImageProcessor`] and [`Sam3VideoProcessor`]. See the docstring of [`~Sam3Ima...
Sam3VideoProcessor
python
openai__openai-python
src/openai/types/graders/text_similarity_grader_param.py
{ "start": 225, "end": 1045 }
class ____(TypedDict, total=False): evaluation_metric: Required[ Literal[ "cosine", "fuzzy_match", "bleu", "gleu", "meteor", "rouge_1", "rouge_2", "rouge_3", "rouge_4", "rouge_5", ...
TextSimilarityGraderParam
python
pyca__cryptography
tests/utils.py
{ "start": 30796, "end": 32183 }
class ____: def __init__(self, testfiledata, testgroup, testcase): self.testfiledata = testfiledata self.testgroup = testgroup self.testcase = testcase def __repr__(self): return "<WycheproofTest({!r}, {!r}, {!r}, tcId={})>".format( self.testfiledata, sel...
WycheproofTest
python
pytorch__pytorch
torch/_inductor/config.py
{ "start": 82786, "end": 83706 }
class ____: # Base halide target to use for CPU devices cpu_target = "host" # Base halide target to use for CUDA devices gpu_target = "host-cuda" # Halide autoscheduler to use, choices are: # "Anderson2021" (gpu-only), "Li2018", "Adams2019" (cpu-only), or "Mullapudi2016" (cpu-only) schedul...
halide
python
scrapy__scrapy
scrapy/core/http2/agent.py
{ "start": 4087, "end": 5570 }
class ____: def __init__( self, reactor: ReactorBase, pool: H2ConnectionPool, context_factory: BrowserLikePolicyForHTTPS = BrowserLikePolicyForHTTPS(), connect_timeout: float | None = None, bind_address: bytes | None = None, ) -> None: self._reactor = reac...
H2Agent
python
walkccc__LeetCode
solutions/2284. Sender With Largest Word Count/2284.py
{ "start": 0, "end": 563 }
class ____: def largestWordCount(self, messages: list[str], senders: list[str]) -> str: n = len(messages) ans = '' maxWordsSent = 0 count = collections.Counter() # [sender, # Words sent] for message, sender in zip(messages, senders): wordsCount = message.count(' ') + 1 count[sender] ...
Solution
python
dagster-io__dagster
python_modules/libraries/dagster-tableau/dagster_tableau/resources.py
{ "start": 18464, "end": 19329 }
class ____(BaseTableauClient): """Represents a client for Tableau Cloud and provides utilities to interact with the Tableau API. """ def __init__( self, connected_app_client_id: str, connected_app_secret_id: str, connected_app_secret_value: str, username: str, ...
TableauCloudClient
python
pytorch__pytorch
torch/_inductor/cache.py
{ "start": 14046, "end": 14823 }
class ____(OnDiskCache[Key, Value]): """ Inductor-specific on-disk cache implementation. Uses a custom base directory for Inductor cache files. """ def __init__(self: Self) -> None: """ Initialize an inductor on-disk cache instance. Sets the cache directory name to "inductor...
InductorOnDiskCache
python
pydantic__pydantic
pydantic/v1/errors.py
{ "start": 4803, "end": 4912 }
class ____(UrlError): code = 'url.scheme' msg_template = 'invalid or missing URL scheme'
UrlSchemeError
python
pytorch__pytorch
torch/_inductor/ir.py
{ "start": 144563, "end": 145369 }
class ____(OutputSpec): # This is janky, I figured out what fields to populate by just running # the model I was interested in and adding properties/methods as needed. # This doesn't inherit from Layout because Layout assumes you have stuff # like sizes, but I don't really have anything here. # ...
NoneLayout
python
FactoryBoy__factory_boy
tests/test_helpers.py
{ "start": 108, "end": 1980 }
class ____(unittest.TestCase): """Tests for the 'factory.debug()' helper.""" def test_default_logger(self): stream1 = io.StringIO() stream2 = io.StringIO() logger = logging.getLogger('factory.test') h = logging.StreamHandler(stream1) h.setLevel(logging.INFO) log...
DebugTest
python
Textualize__textual
src/textual/css/tokenizer.py
{ "start": 2994, "end": 3114 }
class ____(TokenError): """Indicates that the text being tokenized ended prematurely.""" @rich.repr.auto
UnexpectedEnd
python
tensorflow__tensorflow
tensorflow/python/keras/saving/saved_model/serialized_attributes.py
{ "start": 12096, "end": 12538 }
class ____(SerializedAttributes.with_attributes( 'ModelAttributes', copy_from=[LayerAttributes])): """Model checkpointable objects + functions that are saved to the SavedModel. List of all attributes: All attributes from LayerAttributes (including CommonEndpoints) """ # TODO(kathywu): Add attribute...
ModelAttributes
python
python-visualization__folium
folium/map.py
{ "start": 15681, "end": 18804 }
class ____(MacroElement): """Create a Popup instance that can be linked to a Layer. Parameters ---------- html: string or Element Content of the Popup. parse_html: bool, default False True if the popup is a template that needs to the rendered first. max_width: int for pixels or ...
Popup
python
scrapy__scrapy
scrapy/extensions/corestats.py
{ "start": 430, "end": 2248 }
class ____: def __init__(self, stats: StatsCollector): self.stats: StatsCollector = stats self.start_time: datetime | None = None @classmethod def from_crawler(cls, crawler: Crawler) -> Self: assert crawler.stats o = cls(crawler.stats) crawler.signals.connect(o.spide...
CoreStats
python
astropy__astropy
astropy/io/ascii/__init__.py
{ "start": 1341, "end": 1930 }
class ____(_config.ConfigNamespace): """ Configuration parameters for `astropy.io.ascii`. """ guess_limit_lines = _config.ConfigItem( 10000, "When guessing the format of a table, this is the number of lines that " "will be used for initial guessing. If the reading succeeds based...
Conf
python
agronholm__apscheduler
src/apscheduler/abc.py
{ "start": 1621, "end": 2565 }
class ____(metaclass=ABCMeta): """Interface for classes that implement (de)serialization.""" __slots__ = () @abstractmethod def serialize(self, obj: object) -> bytes: """ Turn the given object into a bytestring. Must handle the serialization of at least any JSON type, plus the...
Serializer
python
pyca__cryptography
src/cryptography/hazmat/decrepit/ciphers/algorithms.py
{ "start": 1097, "end": 1387 }
class ____(BlockCipherAlgorithm): name = "Blowfish" block_size = 64 key_sizes = frozenset(range(32, 449, 8)) def __init__(self, key: bytes): self.key = _verify_key_size(self, key) @property def key_size(self) -> int: return len(self.key) * 8
Blowfish
python
matplotlib__matplotlib
galleries/examples/user_interfaces/embedding_in_wx3_sgskip.py
{ "start": 2837, "end": 4490 }
class ____(wx.App): def OnInit(self): xrcfile = cbook.get_sample_data('embedding_in_wx3.xrc', asfileobj=False) print('loading', xrcfile) self.res = xrc.XmlResource(xrcfile) # main frame and panel --------- self.frame = self.res.LoadF...
MyApp
python
pallets__click
tests/test_options.py
{ "start": 57046, "end": 57141 }
class ____(enum.Flag): RED = enum.auto() GREEN = enum.auto() BLUE = enum.auto()
Color
python
milvus-io__pymilvus
pymilvus/client/abstract.py
{ "start": 7480, "end": 11160 }
class ____: def __init__(self, raw: Any): self._raw = raw self.collection_name = None self.description = None self.params = {} self.fields = [] self.struct_array_fields = [] self.functions = [] self.statistics = {} self.auto_id = False # auto...
CollectionSchema
python
PrefectHQ__prefect
tests/test_serializers.py
{ "start": 1493, "end": 3558 }
class ____: @pytest.fixture(autouse=True) def restore_dispatch_registry(self): # Clears serializers defined in tests below to prevent warnings on collision before = get_registry_for_type(Serializer).copy() yield registry = get_registry_for_type(Serializer) registry.clea...
TestBaseSerializer
python
dask__distributed
distributed/shuffle/_scheduler_plugin.py
{ "start": 1058, "end": 23114 }
class ____(SchedulerPlugin): """ Shuffle plugin for the scheduler This coordinates the individual worker plugins to ensure correctness and collects heartbeat messages for the dashboard. See Also -------- ShuffleWorkerPlugin """ scheduler: Scheduler active_shuffles: dict[ShuffleI...
ShuffleSchedulerPlugin
python
urllib3__urllib3
test/with_dummyserver/test_proxy_poolmanager.py
{ "start": 1571, "end": 27215 }
class ____(HypercornDummyProxyTestCase): @classmethod def setup_class(cls) -> None: super().setup_class() cls.http_url = f"http://{cls.http_host}:{int(cls.http_port)}" cls.http_url_alt = f"http://{cls.http_host_alt}:{int(cls.http_port)}" cls.https_url = f"https://{cls.https_host}...
TestHTTPProxyManager
python
dagster-io__dagster
python_modules/libraries/dagster-airbyte/dagster_airbyte/managed/generated/destinations.py
{ "start": 89569, "end": 90866 }
class ____(GeneratedAirbyteDestination): @public def __init__( self, name: str, keyspace: str, username: str, password: str, address: str, port: int, replication: Optional[int] = None, ): """Airbyte Destination for Scylla. Docu...
ScyllaDestination
python
great-expectations__great_expectations
great_expectations/datasource/fluent/sources.py
{ "start": 2139, "end": 28364 }
class ____: """ Contains methods to interact with data sources from the gx context This contains a collection of dynamically generated datasource factory methods in the format `.add_<TYPE_NAME>()`. It also contains general data source manipulation methods such as `all()`, `get()` and `delete()...
DataSourceManager
python
spyder-ide__spyder
spyder/api/widgets/comboboxes.py
{ "start": 7868, "end": 11220 }
class ____(_SpyderComboBoxMixin, QComboBox): """Default combobox widget for Spyder.""" def __init__(self, parent=None, items_elide_mode=None): """ Default combobox widget for Spyder. Parameters ---------- parent: QWidget, optional The combobox parent. ...
SpyderComboBox
python
walkccc__LeetCode
solutions/1258. Synonymous Sentences/1258.py
{ "start": 41, "end": 686 }
class ____: def generateSentences( self, synonyms: list[list[str]], text: str, ) -> list[str]: ans = SortedSet() graph = collections.defaultdict(list) q = collections.deque([text]) for s, t in synonyms: graph[s].append(t) graph[t].append(s) while q: u = q.po...
Solution
python
pytorch__pytorch
test/inductor/test_max_autotune.py
{ "start": 109219, "end": 110956 }
class ____(TestCase): def check_healthy(self, p: TuningProcess, device: Optional[int] = None): result = random.random() bmreq = _TestBenchmarkRequest(result, device=device) p.put(bmreq.benchmark) self.assertEqual(p.get(), result) def test_tuning_subproc_timeout(self): p ...
TestTuningProcess
python
pytorch__pytorch
test/dynamo/test_global.py
{ "start": 242, "end": 700 }
class ____: # noqa: B903 def __init__(self, x, y): self.x = x self.y = y def Foo(): return Pair(1, 1) g_counter = 1 g_list = [0, 1, 2] g_dict = {"a": 0, "b": 1} g_object = Foo() g_tensor = torch.zeros(10) _name: int = 0 def fresh_name() -> str: """create a new unique name for a vari...
Pair
python
simonw__sqlite-utils
sqlite_utils/db.py
{ "start": 48117, "end": 53504 }
class ____: def exists(self) -> bool: "Does this table or view exist yet?" return False def __init__(self, db, name): self.db = db self.name = name def count_where( self, where: Optional[str] = None, where_args: Optional[Union[Iterable, dict]] = None...
Queryable
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/array_ops/fingerprint_op_test.py
{ "start": 965, "end": 1590 }
class ____(test.TestCase): def test_default_values(self): data = np.arange(10) data = np.expand_dims(data, axis=0) fingerprint0 = self.evaluate(array_ops.fingerprint(data)) fingerprint1 = self.evaluate(array_ops.fingerprint(data[:, 1:])) self.assertEqual(fingerprint0.ndim, 2) self.assertTuple...
FingerprintTest
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/property1.py
{ "start": 1794, "end": 1914 }
class ____(ClassC): def method1(self) -> None: reveal_type(self.prop1, expected_text="type[Self@ClassD]")
ClassD
python
explosion__spaCy
spacy/schemas.py
{ "start": 8362, "end": 9577 }
class ____(BaseModel): REGEX: Optional[StrictStr] = Field(None, alias="regex") IN: Optional[List[StrictInt]] = Field(None, alias="in") NOT_IN: Optional[List[StrictInt]] = Field(None, alias="not_in") IS_SUBSET: Optional[List[StrictInt]] = Field(None, alias="is_subset") IS_SUPERSET: Optional[List[Stri...
TokenPatternNumber
python
ansible__ansible
lib/ansible/_internal/_templating/_lazy_containers.py
{ "start": 2645, "end": 2844 }
class ____: """Intermediate value source for lazy-eligible collection copy operations.""" source: t.Iterable templar: TemplateEngine lazy_options: LazyOptions @t.final
_LazyValueSource
python
getsentry__sentry
src/sentry/identity/google/provider.py
{ "start": 571, "end": 2384 }
class ____(OAuth2Provider): key = "google" name = "Google" oauth_access_token_url = "https://www.googleapis.com/oauth2/v4/token" oauth_authorize_url = "https://accounts.google.com/o/oauth2/auth" oauth_scopes = ("email",) def get_oauth_client_id(self): return options.get("auth-google.c...
GoogleIdentityProvider
python
optuna__optuna
optuna/_imports.py
{ "start": 335, "end": 3349 }
class ____: """Context manager to defer exceptions from imports. Catches :exc:`ImportError` and :exc:`SyntaxError`. If any exception is caught, this class raises an :exc:`ImportError` when being checked. """ def __init__(self) -> None: self._deferred: tuple[Exception, str] | None = None ...
_DeferredImportExceptionContextManager
python
apache__airflow
providers/opensearch/tests/unit/opensearch/operators/test_opensearch.py
{ "start": 3203, "end": 4530 }
class ____: def setup_method(self, dag_setup): self.dag = dag_setup self.open_search = OpenSearchAddDocumentOperator( task_id="test_opensearch_doc_operator", index_name="test_index", document={"title": "Monty Python"}, doc_id=1, ) sel...
TestOpenSearchAddDocumentOperator
python
google__pytype
pytype/pytd/pytd_utils.py
{ "start": 9959, "end": 12788 }
class ____(dict): """A simple ordered set.""" def __init__(self, iterable=None): super().__init__((item, None) for item in (iterable or [])) def add(self, item): self[item] = None def ASTeq(ast1: pytd.TypeDeclUnit, ast2: pytd.TypeDeclUnit): # pytd.TypeDeclUnit does equality by ID, so we need a helpe...
OrderedSet
python
mlflow__mlflow
mlflow/llama_index/pyfunc_wrapper.py
{ "start": 6098, "end": 12686 }
class ____(_LlamaIndexModelWrapperBase): @property def index(self): raise NotImplementedError("LlamaIndex Workflow does not have an index") @property def engine_type(self): raise NotImplementedError("LlamaIndex Workflow is not an engine") def predict(self, data, params: dict[str, A...
WorkflowWrapper
python
pypa__setuptools
setuptools/_distutils/tests/test_install.py
{ "start": 711, "end": 8618 }
class ____( support.TempdirManager, ): @pytest.mark.xfail( 'platform.system() == "Windows" and sys.version_info > (3, 11)', reason="pypa/distutils#148", ) def test_home_installation_scheme(self): # This ensure two things: # - that --home generates the desired set of direc...
TestInstall
python
milvus-io__pymilvus
tests/test_async_milvus_client.py
{ "start": 317, "end": 12330 }
class ____: """Test cases for newly added features in AsyncMilvusClient""" def test_get_server_type(self): """Test get_server_type returns correct value""" with patch('pymilvus.milvus_client.async_milvus_client.create_connection', return_value="test"), \ patch('pymilvus.orm.connect...
TestAsyncMilvusClientNewFeatures
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pydocstyle/setter.py
{ "start": 0, "end": 301 }
class ____: @property def foo(self) -> str: """Docstring for foo.""" return "foo" @foo.setter def foo(self, value: str) -> None: pass @foo.deleter def foo(self): pass @foo def foo(self, value: str) -> None: pass
PropertyWithSetter
python
matplotlib__matplotlib
lib/matplotlib/projections/polar.py
{ "start": 17495, "end": 19003 }
class ____(mtransforms.ScaledTranslation): """ Apply a padding shift based on axes theta limits. This is used to create padding for radial ticks. Parameters ---------- axes : `~matplotlib.axes.Axes` The owning Axes; used to determine limits. pad : float The padding to apply...
_ThetaShift
python
etianen__django-reversion
tests/test_app/tests/test_models.py
{ "start": 12702, "end": 13713 }
class ____(TestModelMixin, TestBase): def testRevert(self): with reversion.create_revision(): obj = TestModel.objects.create() with reversion.create_revision(): obj.name = "v2" obj.save() Version.objects.get_for_object(obj)[1].revert() obj.refresh...
RevertTest
python
apache__airflow
providers/amazon/tests/unit/amazon/aws/sensors/test_ecs.py
{ "start": 7105, "end": 8630 }
class ____(EcsBaseTestCase): @pytest.mark.parametrize( ("return_state", "expected"), [("ACTIVE", True), ("INACTIVE", False), ("DELETE_IN_PROGRESS", False)] ) def test_default_values_poke(self, return_state, expected): task = self.create_rendered_task( EcsTaskDefinitionStateSensor...
TestEcsTaskDefinitionStateSensor
python
apache__airflow
providers/google/tests/unit/google/common/hooks/test_discovery_api.py
{ "start": 1004, "end": 6178 }
class ____: @pytest.fixture(autouse=True) def setup_connections(self, create_connection_without_db): create_connection_without_db( Connection( conn_id="google_test", conn_type="google_cloud_platform", host="google", schema="refr...
TestGoogleDiscoveryApiHook
python
FactoryBoy__factory_boy
tests/test_transformer.py
{ "start": 2449, "end": 2682 }
class ____(factory.Factory): class Meta: model = TestObject one = factory.Transformer("", transform=str.upper) two = factory.Transformer(factory.Sequence(int), transform=lambda n: n ** 2)
TransformDeclarationFactory
python
pytorch__pytorch
torch/_dynamo/variables/functions.py
{ "start": 76374, "end": 79331 }
class ____(VariableTracker): """ Used to represent a wrapper object that contains the actual callable as an attribute. For example, torch.jit.script/trace have the original function at their _torchdynamo_inline attribute. Similarly, functions with __script_if_tracing_wrapper have the original attr a...
WrapperUserFunctionVariable
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/sql/roles.py
{ "start": 4330, "end": 4454 }
class ____(ExpressionElementRole[_T]): __slots__ = () _role_name = "Constant True/False/None expression"
ConstExprRole
python
django__django
django/db/models/expressions.py
{ "start": 5223, "end": 16888 }
class ____: """Base class for all query expressions.""" empty_result_set_value = NotImplemented # aggregate specific fields is_summary = False # Can the expression be used in a WHERE clause? filterable = True # Can the expression be used as a source expression in Window? window_compatib...
BaseExpression
python
numba__numba
numba/cuda/dispatcher.py
{ "start": 19839, "end": 20356 }
class ____(CacheImpl): def reduce(self, kernel): return kernel._reduce_states() def rebuild(self, target_context, payload): return _Kernel._rebuild(**payload) def check_cachable(self, cres): # CUDA Kernels are always cachable - the reasons for an entity not to # be cachable...
CUDACacheImpl
python
huggingface__transformers
src/transformers/models/marian/modeling_marian.py
{ "start": 2461, "end": 5173 }
class ____(nn.Embedding): """This module produces sinusoidal positional embeddings of any length.""" def __init__(self, num_positions: int, embedding_dim: int, padding_idx: Optional[int] = None) -> None: super().__init__(num_positions, embedding_dim, _freeze=True) def create_weight(self): ...
MarianSinusoidalPositionalEmbedding
python
getsentry__sentry
tests/sentry/core/endpoints/test_organization_member_team_details.py
{ "start": 3414, "end": 7320 }
class ____(OrganizationMemberTeamTestBase): method = "post" def test_manager_can_join_team(self) -> None: self.login_as(self.manager) self.get_success_response( self.org.slug, self.manager.id, self.team.slug, status_code=status.HTTP_201_CREATED ) assert Organization...
CreateOrganizationMemberTeamTest
python
ray-project__ray
python/ray/serve/exceptions.py
{ "start": 917, "end": 1355 }
class ____(RayServeException, TaskCancelledError): """Raise when a Serve request is cancelled.""" def __init__(self, request_id: Optional[str] = None): self._request_id: Optional[str] = request_id def __str__(self): if self._request_id: return f"Request {self._request_id} was c...
RequestCancelledError
python
tensorflow__tensorflow
tensorflow/tools/proto_splitter/split_test.py
{ "start": 4858, "end": 4942 }
class ____(split.ComposableSplitter): def build_chunks(self): pass
NoOpSplitter
python
joke2k__faker
tests/providers/test_address.py
{ "start": 103017, "end": 103720 }
class ____: """Test pl_PL address provider methods""" def test_postcode(self, faker, num_samples): for _ in range(num_samples): postcode = faker.postcode() match = re.findall(r"^\d{2}-\d{3}$", postcode) assert match def test_zipcode(self, faker, num_samples): ...
TestPlPl
python
scipy__scipy
scipy/_lib/_sparse.py
{ "start": 59, "end": 875 }
class ____(ABC): pass def issparse(x): """Is `x` of a sparse array or sparse matrix type? Parameters ---------- x object to check for being a sparse array or sparse matrix Returns ------- bool True if `x` is a sparse array or a sparse matrix, False otherwise Note...
SparseABC
python
run-llama__llama_index
llama-index-integrations/vector_stores/llama-index-vector-stores-baiduvectordb/llama_index/vector_stores/baiduvectordb/base.py
{ "start": 1688, "end": 1910 }
class ____: name: str data_type: str = "STRING" def __init__(self, name: str, data_type: str = "STRING"): self.name = name self.data_type = "STRING" if data_type is None else data_type
TableField
python
mlflow__mlflow
tests/dspy/test_save.py
{ "start": 1046, "end": 1263 }
class ____(dspy.Module): def __init__(self): super().__init__() self.prog = dspy.ChainOfThought("question -> answer") def forward(self, question): return self.prog(question=question)
CoT
python
pytorch__pytorch
test/torch_np/numpy_tests/lib/test_twodim_base.py
{ "start": 17260, "end": 17543 }
class ____(TestCase): def test_exceptions(self): assert_raises(ValueError, triu_indices_from, np.ones((2,))) assert_raises(ValueError, triu_indices_from, np.ones((2, 2, 2))) # assert_raises(ValueError, triu_indices_from, np.ones((2, 3)))
TestTriuIndicesFrom
python
pytorch__pytorch
test/nn/test_pooling.py
{ "start": 1211, "end": 6540 }
class ____(TestCase): def _sum_pool2d(self, x, kernel_size): windows = torch.nn.functional.unfold( x, kernel_size=kernel_size, stride=kernel_size ) return torch.sum(windows, dim=1) def _sum_pool3d(self, x, kernel_size): # Because unfold does not support 3D sliding wi...
TestAvgPool
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/missingSuper1.py
{ "start": 1153, "end": 1213 }
class ____(ParentC): def __init__(self): pass
ChildE
python
apache__airflow
airflow-core/src/airflow/jobs/triggerer_job_runner.py
{ "start": 28056, "end": 28230 }
class ____(TypedDict): """Type class for the trigger details dictionary.""" task: asyncio.Task name: str events: int @attrs.define(kw_only=True)
TriggerDetails
python
ansible__ansible
test/lib/ansible_test/_internal/python_requirements.py
{ "start": 2409, "end": 2528 }
class ____(PipCommand): """Details required to get the pip version.""" @dataclasses.dataclass(frozen=True)
PipVersion
python
great-expectations__great_expectations
contrib/capitalone_dataprofiler_expectations/capitalone_dataprofiler_expectations/expectations/expect_profile_numeric_columns_diff_less_than_threshold.py
{ "start": 5506, "end": 12631 }
class ____(ProfileNumericColumnsDiffExpectation): """Expect a statistic's value for a given column of a DataProfiler difference report to be less than the specified threshold. This expectation takes the difference report between the data it is called on and a DataProfiler profile of the same schema loaded from...
ExpectProfileNumericColumnsDiffLessThanThreshold
python
jupyterlab__jupyterlab
jupyterlab/labapp.py
{ "start": 10035, "end": 10215 }
class ____(WorkspaceImportApp): version = version @default("workspaces_dir") def _default_workspaces_dir(self): return get_workspaces_dir()
LabWorkspaceImportApp
python
bokeh__bokeh
tests/unit/bokeh/core/property/test_aliases.py
{ "start": 1433, "end": 3264 }
class ____: def test_valid(self) -> None: prop = bcpc.CoordinateLike() assert prop.is_valid(-1.0) assert prop.is_valid(-1) assert prop.is_valid(0) assert prop.is_valid(1) assert prop.is_valid(0.0) assert prop.is_valid(1.0) assert prop.is_valid("2020-01...
Test_CoordinateLike
python
python__mypy
mypy/nodes.py
{ "start": 64186, "end": 64622 }
class ____(Expression): """Integer literal""" __slots__ = ("value",) __match_args__ = ("value",) value: int # 0 by default def __init__(self, value: int) -> None: super().__init__() self.value = value def accept(self, visitor: ExpressionVisitor[T]) -> T: return visi...
IntExpr
python
pydata__xarray
xarray/tests/test_datatree_mapping.py
{ "start": 7941, "end": 9631 }
class ____: def test_construct_using_type(self): # from datatree GH issue https://github.com/xarray-contrib/datatree/issues/188 # xarray's .weighted is unusual because it uses type() to create a Dataset/DataArray a = xr.DataArray( np.random.rand(3, 4, 10), dims=["x",...
TestMutableOperations
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql_tests/graphql/test_watch_grpc_server.py
{ "start": 503, "end": 1473 }
class ____(BaseTestSuite): def test_grpc_server_handle_message_subscription(self, graphql_context): events = [] test_subscriber = LocationStateSubscriber(events.append) location = next( iter(graphql_context.process_context.create_request_context().code_locations) ) ...
TestSubscribeToGrpcServerEvents
python
dask__distributed
distributed/shuffle/_core.py
{ "start": 15950, "end": 16974 }
class ____(abc.ABC, Generic[_T_partition_id]): id: ShuffleId disk: bool @property @abc.abstractmethod def output_partitions(self) -> Generator[_T_partition_id]: """Output partitions""" @abc.abstractmethod def pick_worker(self, partition: _T_partition_id, workers: Sequence[str]) -> ...
ShuffleSpec
python
chroma-core__chroma
chromadb/execution/expression/operator.py
{ "start": 11121, "end": 11336 }
class ____(Where): """Contains comparison for document content""" key: str content: str def to_dict(self) -> Dict[str, Any]: return {self.key: {"$contains": self.content}} @dataclass
Contains
python
pytorch__pytorch
torch/utils/_debug_mode.py
{ "start": 10553, "end": 12871 }
class ____(_DebugCall): """Normal operator call""" def __init__( self, op, args: tuple, kwargs: dict, call_depth: int, stack: bool = False, ) -> None: super().__init__(call_depth, stack=stack) self.op = op self.args = args self...
_OpCall
python
wandb__wandb
wandb/automations/events.py
{ "start": 6980, "end": 7840 }
class ____(GQLBase): event_type: EventType scope: AutomationScope """The scope of the event.""" filter: JsonEncoded[Any] def then(self, action: InputAction) -> NewAutomation: """Define a new Automation in which this event triggers the given action.""" from .automations import NewA...
_BaseEventInput
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/auto_materialize_asset_evaluations.py
{ "start": 2024, "end": 2307 }
class ____(graphene.ObjectType): partitionKeysOrError = graphene.Field(GraphenePartitionKeysOrError) evaluationData = graphene.Field(GrapheneAutoMaterializeRuleEvaluationData) class Meta: name = "AutoMaterializeRuleEvaluation"
GrapheneAutoMaterializeRuleEvaluation
python
scikit-learn__scikit-learn
asv_benchmarks/benchmarks/common.py
{ "start": 5612, "end": 6478 }
class ____(ABC): """Abstract base class for benchmarks of estimators implementing predict""" if Benchmark.bench_predict: def time_predict(self, *args): self.estimator.predict(self.X) def peakmem_predict(self, *args): self.estimator.predict(self.X) if Benchmark...
Predictor
python
pytorch__pytorch
benchmarks/functional_autograd_benchmark/torchaudio_models.py
{ "start": 4176, "end": 4844 }
class ____(nn.Module): def __init__(self, module): """ Collapses input of dim T*N*H to (T*N)*H, and applies to a module. Allows handling of variable sequence lengths and minibatch sizes. :param module: Module to apply input to. """ super().__init__() self.modu...
SequenceWise
python
allegroai__clearml
clearml/backend_api/services/v2_23/projects.py
{ "start": 148181, "end": 153158 }
class ____(Request): """ Update project information :param project: Project id :type project: str :param name: Project name. Unique within the company. :type name: str :param description: Project description :type description: str :param tags: User-defined tags list :type tags: ...
UpdateRequest
python
Textualize__textual
tests/command_palette/test_declare_sources.py
{ "start": 1715, "end": 2178 }
class ____(Screen[None]): def on_mount(self) -> None: self.app.action_command_palette() async def test_no_screen_command_sources() -> None: """An app with a screen with no sources declared should work fine.""" async with AppWithInitialScreen(ScreenWithNoSources()).run_test() as pilot: asse...
ScreenWithNoSources
python
altair-viz__altair
altair/expr/core.py
{ "start": 7948, "end": 8121 }
class ____(Expression): def __init__(self, name) -> None: super().__init__(name=name) def __repr__(self) -> str: return str(self.name)
ConstExpression
python
huggingface__transformers
src/transformers/models/plbart/modeling_plbart.py
{ "start": 37432, "end": 43634 }
class ____(PLBartPreTrainedModel): _tied_weights_keys = { "encoder.embed_tokens.weight": "shared.weight", "decoder.embed_tokens.weight": "shared.weight", } def __init__(self, config: PLBartConfig): super().__init__(config) padding_idx, vocab_size = config.pad_token_id, conf...
PLBartModel
python
huggingface__transformers
src/transformers/models/sam3/modeling_sam3.py
{ "start": 31211, "end": 31764 }
class ____(PreTrainedModel): config_class = Sam3Config base_model_prefix = "sam3" main_input_name = "pixel_values" input_modalities = ["image", "text"] _supports_sdpa = True _supports_flash_attn = True _supports_flex_attn = True _supports_attention_backend = True def _init_weights(s...
Sam3PreTrainedModel
python
django-import-export__django-import-export
import_export/formats/base_formats.py
{ "start": 3488, "end": 3585 }
class ____(TextFormat): TABLIB_MODULE = "tablib.formats._csv" CONTENT_TYPE = "text/csv"
CSV