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python
huggingface__transformers
tests/models/wav2vec2/test_modeling_wav2vec2.py
{ "start": 26025, "end": 42752 }
class ____(ModelTesterMixin, unittest.TestCase): all_model_classes = ( ( Wav2Vec2ForCTC, Wav2Vec2Model, Wav2Vec2ForMaskedLM, Wav2Vec2ForSequenceClassification, Wav2Vec2ForPreTraining, Wav2Vec2ForAudioFrameClassification, Wav...
Wav2Vec2RobustModelTest
python
astropy__astropy
astropy/utils/parsing.py
{ "start": 3085, "end": 4843 }
class ____: """Wrap a parser produced by ``ply.yacc.yacc``. It provides a :meth:`parse` method that is thread-safe. """ def __init__(self, parser: LRParser) -> None: self.parser = parser self._lock = threading.RLock() def parse(self, *args, **kwargs): """Run the wrapped pa...
ThreadSafeParser
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1044178, "end": 1044867 }
class ____(sgqlc.types.Type): """Autogenerated return type of UpdateRepositoryWebCommitSignoffSetting """ __schema__ = github_schema __field_names__ = ("client_mutation_id", "message", "repository") client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId") """A unique ...
UpdateRepositoryWebCommitSignoffSettingPayload
python
pytorch__pytorch
torch/autograd/profiler_util.py
{ "start": 19030, "end": 20089 }
class ____: """Helpers for FunctionEvent and FunctionEventAvg. The subclass should define `*_time_total` and `count` attributes. """ cpu_time_str = _attr_formatter("cpu_time") device_time_str = _attr_formatter("device_time") cpu_time_total_str = _attr_formatter("cpu_time_total") device_tim...
FormattedTimesMixin
python
scipy__scipy
scipy/stats/_continuous_distns.py
{ "start": 395993, "end": 403696 }
class ____(rv_continuous): r"""A studentized range continuous random variable. %(before_notes)s See Also -------- t: Student's t distribution Notes ----- The probability density function for `studentized_range` is: .. math:: f(x; k, \nu) = \frac{k(k-1)\nu^{\nu/2}}{\Gamm...
studentized_range_gen
python
huggingface__transformers
src/transformers/models/fnet/modeling_fnet.py
{ "start": 13286, "end": 13658 }
class ____(nn.Module): def __init__(self, config): super().__init__() self.predictions = FNetLMPredictionHead(config) def forward(self, sequence_output): prediction_scores = self.predictions(sequence_output) return prediction_scores # Copied from transformers.models.bert.model...
FNetOnlyMLMHead
python
public-apis__public-apis
scripts/tests/test_validate_links.py
{ "start": 462, "end": 5725 }
class ____(unittest.TestCase): def setUp(self): self.duplicate_links = [ 'https://www.example.com', 'https://www.example.com', 'https://www.example.com', 'https://www.anotherexample.com', ] self.no_duplicate_links = [ 'https://www....
TestValidateLinks
python
Textualize__textual
src/textual/css/_style_properties.py
{ "start": 23788, "end": 26455 }
class ____: """Descriptor for getting and setting the offset property. Offset consists of two values, x and y, that a widget's position will be adjusted by before it is rendered. """ def __set_name__(self, owner: StylesBase, name: str) -> None: self.name = name def __get__( sel...
OffsetProperty
python
python-openxml__python-docx
src/docx/oxml/table.py
{ "start": 13682, "end": 27628 }
class ____(BaseOxmlElement): """`w:tc` table cell element.""" add_p: Callable[[], CT_P] get_or_add_tcPr: Callable[[], CT_TcPr] p_lst: list[CT_P] tbl_lst: list[CT_Tbl] _insert_tbl: Callable[[CT_Tbl], CT_Tbl] _new_p: Callable[[], CT_P] # -- tcPr has many successors, `._insert_tcPr()` is ...
CT_Tc
python
davidhalter__parso
parso/normalizer.py
{ "start": 3132, "end": 3354 }
class ____: normalizer_class = Normalizer def create_normalizer(self, grammar): if self.normalizer_class is None: return None return self.normalizer_class(grammar, self)
NormalizerConfig
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/cloud_memorystore.py
{ "start": 21100, "end": 25184 }
class ____(GoogleCloudBaseOperator): """ Import a Redis RDB snapshot file from Cloud Storage into a Redis instance. Redis may stop serving during this operation. Instance state will be IMPORTING for entire operation. When complete, the instance will contain only data from the imported file. .. see...
CloudMemorystoreImportOperator
python
dateutil__dateutil
tests/test_tz.py
{ "start": 80718, "end": 85384 }
class ____(unittest.TestCase, TzWinFoldMixin): def setUp(self): self.tzclass = tzwin.tzwinlocal self.context = TZWinContext def get_args(self, tzname): return () def testLocal(self): # Not sure how to pin a local time zone, so for now we're just going # to run this...
TzWinLocalTest
python
sqlalchemy__sqlalchemy
examples/sharding/separate_tables.py
{ "start": 2959, "end": 3354 }
class ____(Base): __tablename__ = "_prefix__weather_locations" id: Mapped[int] = mapped_column(primary_key=True, default=id_generator) continent: Mapped[str] city: Mapped[str] reports: Mapped[list[Report]] = relationship(back_populates="location") def __init__(self, continent: str, city: str)...
WeatherLocation
python
apache__airflow
providers/apache/druid/src/airflow/providers/apache/druid/hooks/druid.py
{ "start": 1465, "end": 7568 }
class ____(BaseHook): """ Connection to Druid overlord for ingestion. To connect to a Druid cluster that is secured with the druid-basic-security extension, add the username and password to the druid ingestion connection. :param druid_ingest_conn_id: The connection id to the Druid overlord machine...
DruidHook
python
kamyu104__LeetCode-Solutions
Python/minimum-number-of-coins-for-fruits-ii.py
{ "start": 788, "end": 1263 }
class ____(object): def minimumCoins(self, prices): """ :type prices: List[int] :rtype: int """ dp = [float("inf")]*(len(prices)+1) dp[0] = 0 sl = SortedList() j = 0 for i in xrange(len(prices)): sl.add((dp[i]+prices[i], i)) ...
Solution2
python
bokeh__bokeh
tests/unit/bokeh/application/test_application.py
{ "start": 7679, "end": 8154 }
class ____: def test_abstract(self) -> None: with pytest.raises(TypeError): baa.SessionContext() #----------------------------------------------------------------------------- # Private API #----------------------------------------------------------------------------- #------------------------...
Test_SessionContext
python
openai__openai-python
src/openai/types/beta/realtime/response_create_event.py
{ "start": 4427, "end": 4763 }
class ____(BaseModel): type: Literal["response.create"] """The event type, must be `response.create`.""" event_id: Optional[str] = None """Optional client-generated ID used to identify this event.""" response: Optional[Response] = None """Create a new Realtime response with these parameters"""...
ResponseCreateEvent
python
weaviate__weaviate-python-client
weaviate/exceptions.py
{ "start": 9147, "end": 9732 }
class ____(WeaviateBaseError): """Is raised when inserting an invalid property.""" def __init__(self, data: dict): msg = f"""It is forbidden to insert `id` or `vector` inside properties: {data}. Only properties defined in your collection's config can be inserted as properties of the object, `id` is tot...
WeaviateInsertInvalidPropertyError
python
google__jax
jax/_src/config.py
{ "start": 34960, "end": 35309 }
class ____: def __init__(self, default_value): self._obj = config_ext.Config("user_context", default_value, include_in_jit_key=True, include_in_trace_context=True) @property def value(self): return self._obj.value def __call__(self, new_value): return UserContext(...
UserConfig
python
dagster-io__dagster
python_modules/dagster/dagster/_core/definitions/graph_definition.py
{ "start": 4828, "end": 42026 }
class ____(NodeDefinition): """Defines a Dagster op graph. An op graph is made up of - Nodes, which can either be an op (the functional unit of computation), or another graph. - Dependencies, which determine how the values produced by nodes as outputs flow from one node to another. This tells Da...
GraphDefinition
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_chart_axis07.py
{ "start": 315, "end": 1579 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("chart_axis07.xlsx") def test_create_file(self): """Test the creation of a simple XlsxWriter file.""" workbook = Workbook(self.got_...
TestCompareXLSXFiles
python
pyinstaller__pyinstaller
PyInstaller/utils/win32/icon.py
{ "start": 2431, "end": 2534 }
class ____(Structure): _names_ = "idReserved", "idType", "idCount" _format_ = "hhh"
ICONDIRHEADER
python
huggingface__transformers
src/transformers/models/tapas/modeling_tapas.py
{ "start": 2648, "end": 6424 }
class ____(nn.Module): """ Construct the embeddings from word, position and token_type embeddings. Same as BertEmbeddings but with a number of additional token type embeddings to encode tabular structure. """ def __init__(self, config): super().__init__() # we do not include config....
TapasEmbeddings
python
Lightning-AI__lightning
tests/tests_pytorch/models/test_hparams.py
{ "start": 25020, "end": 25732 }
class ____(SuperClassPositionalArgs): """Loading this model should accept hparams and init in the super class.""" def __init__(self, *args, **kwargs) -> None: super().__init__(*args, **kwargs) def test_args(tmp_path): """Test for inheritance: super class takes positional arg, subclass takes varar...
SubClassVarArgs
python
django__django
tests/mail/tests.py
{ "start": 8976, "end": 82152 }
class ____(MailTestsMixin, SimpleTestCase): """ Non-backend specific tests. """ def test_ascii(self): email = EmailMessage( "Subject", "Content\n", "from@example.com", ["to@example.com"] ) message = email.message() self.assertEqual(message["Subject"], "Subjec...
MailTests
python
sympy__sympy
sympy/core/logic.py
{ "start": 7836, "end": 8939 }
class ____(Logic): def __new__(cls, *args): bargs = [] for a in args: if a == cls.op_x_notx: return a elif a == (not cls.op_x_notx): continue # skip this argument bargs.append(a) args = sorted(set(cls.flatten(bargs)), k...
AndOr_Base
python
PyCQA__pylint
pylint/checkers/format.py
{ "start": 4191, "end": 28293 }
class ____(BaseTokenChecker, BaseRawFileChecker): """Formatting checker. Checks for : * unauthorized constructions * strict indentation * line length """ # configuration section name name = "format" # messages msgs = MSGS # configuration options # for available dict key...
FormatChecker
python
getsentry__sentry
tests/sentry/api/helpers/test_group_index.py
{ "start": 14763, "end": 20994 }
class ____(TestCase): @patch("sentry.api.helpers.group_index.update.handle_merge") def test_simple(self, mock_handle_merge: MagicMock) -> None: group_ids = [self.create_group().id, self.create_group().id] project = self.project request = self.make_request(method="PUT") request.u...
MergeGroupsTest
python
allegroai__clearml
clearml/backend_api/services/v2_23/frames.py
{ "start": 331861, "end": 353200 }
class ____(Request): """ Return first frame per unique URI for the given dataview specification. Note: 'count_range' option for label rules is not supported and does not affect the returned snippets :param dataview: Dataview specification :type dataview: Dataview :param page_size: The amount of sni...
GetSnippetsForDataviewRequest
python
getsentry__sentry
src/sentry/incidents/models/incident.py
{ "start": 5147, "end": 5240 }
class ____(Enum): OPEN = 1 CLOSED = 2 WARNING = 10 CRITICAL = 20
IncidentStatus
python
getsentry__sentry
src/sentry/utils/redis.py
{ "start": 1613, "end": 3017 }
class ____: def __init__(self, options_manager: OptionsManager) -> None: self._clusters: dict[str, rb.Cluster] = {} self._options_manager = options_manager def _factory( self, *, hosts: list[dict[int, Any]] | dict[int, Any] | None = None, **config: Any, ) -> ...
RBClusterManager
python
django__django
tests/model_inheritance_regress/models.py
{ "start": 1608, "end": 1674 }
class ____(Parent): name = models.CharField(max_length=10)
Child
python
astral-sh__uv
scripts/benchmark/src/benchmark/tools.py
{ "start": 513, "end": 2143 }
class ____(abc.ABC): """Abstract base class for packaging tools.""" def command(self, benchmark: Benchmark, *, cwd: str) -> Command | None: """Generate a command to benchmark a given tool.""" match benchmark: case Benchmark.INSTALL_COLD: return self.install_cold(cwd=...
Suite
python
huggingface__transformers
tests/models/markuplm/test_processing_markuplm.py
{ "start": 1308, "end": 6179 }
class ____(unittest.TestCase): tokenizer_class = MarkupLMTokenizer rust_tokenizer_class = MarkupLMTokenizerFast def setUp(self): # Adapted from Sennrich et al. 2015 and https://github.com/rsennrich/subword-nmt vocab = ["l", "o", "w", "e", "r", "s", "t", "i", "d", "n", "\u0120", "\u0120l", "...
MarkupLMProcessorTest
python
keras-team__keras
keras/src/distribution/distribution_lib.py
{ "start": 28832, "end": 34542 }
class ____(collections.abc.MutableMapping): """A dict-like object that maps string to `TensorLayout` instances. `LayoutMap` uses a string as key and a `TensorLayout` as value. There is a behavior difference between a normal Python dict and this class. The string key will be treated as a regex when retr...
LayoutMap
python
jazzband__django-simple-history
simple_history/tests/view.py
{ "start": 2592, "end": 2679 }
class ____(UpdateView): model = Poll fields = ["question", "pub_date"]
PollUpdate
python
scrapy__scrapy
tests/test_spider.py
{ "start": 18662, "end": 32186 }
class ____(TestSpider): spider_class = SitemapSpider BODY = b"SITEMAP" f = BytesIO() g = gzip.GzipFile(fileobj=f, mode="w+b") g.write(BODY) g.close() GZBODY = f.getvalue() def assertSitemapBody(self, response: Response, body: bytes | None) -> None: crawler = get_crawler() ...
TestSitemapSpider
python
python__mypy
mypy/plugin.py
{ "start": 16711, "end": 17252 }
class ____(NamedTuple): args: list[list[Expression]] # Actual expressions for each formal argument default_signature: CallableType # Original signature of the method context: Context # Relevant location context (e.g. for error messages) api: CheckerPluginInterface # A context for a function hook th...
FunctionSigContext
python
ray-project__ray
release/long_running_tests/workloads/serve_failure.py
{ "start": 2839, "end": 6344 }
class ____: def __init__(self, random_killer_handle, max_applications=1): self.max_applications = max_applications self.weighted_actions = [ (self.create_application, 1), (self.verify_application, 4), ] self.applications = [] self.random_killer = rand...
RandomTest
python
kamyu104__LeetCode-Solutions
Python/count-and-say.py
{ "start": 37, "end": 519 }
class ____(object): # @return a string def countAndSay(self, n): seq = "1" for i in xrange(n - 1): seq = self.getNext(seq) return seq def getNext(self, seq): i, next_seq = 0, "" while i < len(seq): cnt = 1 while i < len(seq) - 1 an...
Solution
python
plotly__plotly.py
plotly/graph_objs/layout/ternary/caxis/_tickformatstop.py
{ "start": 235, "end": 8537 }
class ____(_BaseLayoutHierarchyType): _parent_path_str = "layout.ternary.caxis" _path_str = "layout.ternary.caxis.tickformatstop" _valid_props = {"dtickrange", "enabled", "name", "templateitemname", "value"} @property def dtickrange(self): """ range [*min*, *max*], where "min", ...
Tickformatstop
python
explosion__spaCy
spacy/training/alignment.py
{ "start": 150, "end": 614 }
class ____: x2y: AlignmentArray y2x: AlignmentArray @classmethod def from_indices(cls, x2y: List[List[int]], y2x: List[List[int]]) -> "Alignment": x2y = AlignmentArray(x2y) y2x = AlignmentArray(y2x) return Alignment(x2y=x2y, y2x=y2x) @classmethod def from_strings(cls, A...
Alignment
python
pypa__pip
tests/unit/test_search_scope.py
{ "start": 125, "end": 1502 }
class ____: def test_get_formatted_locations_basic_auth(self) -> None: """ Test that basic authentication credentials defined in URL is not included in formatted output. """ index_urls = [ "https://pypi.org/simple", "https://repo-user:repo-pass@repo.do...
TestSearchScope
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 184702, "end": 186428 }
class ____(sgqlc.types.Input): """Autogenerated input type of CreateIssue""" __schema__ = github_schema __field_names__ = ( "repository_id", "title", "body", "assignee_ids", "milestone_id", "label_ids", "project_ids", "issue_template", ...
CreateIssueInput
python
google__jax
tests/pretty_printer_test.py
{ "start": 698, "end": 3883 }
class ____(jtu.JaxTestCase): def testSourceMap(self): doc = pp.concat([ pp.text("abc"), pp.source_map(pp.text("def"), 101), pp.source_map( pp.concat([pp.text("gh"), pp.brk(""), pp.text("ijkl")]), 77 ), pp.text("mn"), ]) source_map = [] out = doc.for...
PrettyPrinterTest
python
geekcomputers__Python
venv/Lib/site-packages/pip/_internal/metadata/importlib/_envs.py
{ "start": 6266, "end": 7431 }
class ____(BaseEnvironment): def __init__(self, paths: Sequence[str]) -> None: self._paths = paths @classmethod def default(cls) -> BaseEnvironment: return cls(sys.path) @classmethod def from_paths(cls, paths: Optional[List[str]]) -> BaseEnvironment: if paths is None: ...
Environment
python
huggingface__transformers
src/transformers/models/ibert/quant_modules.py
{ "start": 25588, "end": 25851 }
class ____(Function): """ Straight-through Estimator(STE) for torch.floor() """ @staticmethod def forward(ctx, x): return torch.floor(x) @staticmethod def backward(ctx, grad_output): return grad_output.clone()
floor_ste
python
pydantic__pydantic
pydantic/types.py
{ "start": 73891, "end": 74935 }
class ____(EncoderProtocol): """Standard (non-URL-safe) Base64 encoder.""" @classmethod def decode(cls, data: bytes) -> bytes: """Decode the data from base64 encoded bytes to original bytes data. Args: data: The data to decode. Returns: The decoded data. ...
Base64Encoder
python
doocs__leetcode
solution/0300-0399/0300.Longest Increasing Subsequence/Solution.py
{ "start": 0, "end": 277 }
class ____: def lengthOfLIS(self, nums: List[int]) -> int: n = len(nums) f = [1] * n for i in range(1, n): for j in range(i): if nums[j] < nums[i]: f[i] = max(f[i], f[j] + 1) return max(f)
Solution
python
Netflix__metaflow
test/core/tests/card_default_editable.py
{ "start": 514, "end": 5146 }
class ____: at = 0 def get(self): return self.at """ PRIORITY = 3 SKIP_GRAPHS = [ "simple_switch", "nested_switch", "branch_in_switch", "foreach_in_switch", "switch_in_branch", "switch_in_foreach", "recursive_switch", "recursiv...
MyNativeType
python
pypa__pipenv
pipenv/patched/pip/_vendor/pygments/sphinxext.py
{ "start": 752, "end": 8071 }
class ____(Directive): """ A directive to collect all lexers/formatters/filters and generate autoclass directives for them. """ has_content = False required_arguments = 1 optional_arguments = 0 final_argument_whitespace = False option_spec = {} def run(self): self.filena...
PygmentsDoc
python
pytorch__pytorch
torch/export/_trace.py
{ "start": 3789, "end": 4815 }
class ____: """ Manage Export-specific configurations of Dynamo. """ allow_rnn: bool = True reorderable_logging_functions: set[Callable] = dataclasses.field( default_factory=set ) # Emit runtime asserts after AOTAutograd instead. # This isn't really necessary, and isn't much mor...
ExportDynamoConfig
python
mlflow__mlflow
examples/pyfunc/model_as_code.py
{ "start": 724, "end": 1998 }
class ____(pyfunc.PythonModel): @mlflow.trace(name="chain", span_type="CHAIN") def predict(self, context, model_input): if isinstance(model_input, pd.DataFrame): model_input = model_input["input"].tolist() responses = [] for user_input in model_input: response = ...
AIModel
python
pydantic__pydantic
tests/mypy/modules/fail_defaults.py
{ "start": 40, "end": 462 }
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
jmcnamara__XlsxWriter
xlsxwriter/test/styles/test_styles04.py
{ "start": 380, "end": 8870 }
class ____(unittest.TestCase): """ Test assembling a complete Styles file. """ def test_assemble_xml_file(self): """Test for border styles.""" self.maxDiff = None fh = StringIO() style = Styles() style._set_filehandle(fh) workbook = Workbook() ...
TestAssembleStyles
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeVarDefaultFunction1.py
{ "start": 622, "end": 1304 }
class ____(Generic[P]): def __init__(self, x: Callable[P, None]) -> None: ... def func2(x: int | ClassA[P]) -> ClassA[P]: ... def callback1(x: str) -> None: ... v2_1 = func2(ClassA(callback1)) reveal_type(v2_1, expected_text="ClassA[(x: str)]") v2_2 = func2(3) reveal_type(v2_2, expected_text="ClassA[(int, s...
ClassA
python
pandas-dev__pandas
pandas/tests/window/test_timeseries_window.py
{ "start": 735, "end": 25130 }
class ____: # rolling time-series friendly # xref GH13327 def test_doc_string(self): df = DataFrame( {"B": [0, 1, 2, np.nan, 4]}, index=[ Timestamp("20130101 09:00:00"), Timestamp("20130101 09:00:02"), Timestamp("20130101 09:00...
TestRollingTS
python
Farama-Foundation__Gymnasium
tests/vector/testing_utils.py
{ "start": 1469, "end": 2530 }
class ____(gym.Env): """A custom slow environment.""" def __init__(self, slow_reset=0.3): """Initialises the environment with a slow reset parameter used in the `step` and `reset` functions.""" super().__init__() self.slow_reset = slow_reset self.observation_space = Box( ...
SlowEnv
python
sphinx-doc__sphinx
tests/roots/test-ext-autodoc/target/pep604.py
{ "start": 140, "end": 292 }
class ____: """docstring""" attr: int | str #: docstring def meth(self, x: int | str, y: int | str) -> int | str: """docstring"""
Foo
python
facelessuser__soupsieve
tests/test_api.py
{ "start": 125, "end": 14744 }
class ____(util.TestCase): """Test Soup Sieve.""" def test_select(self): """Test select.""" markup = """ <!-- before header --> <html> <head> </head> <body> <!-- comment --> <p id="1"><code id="2"></code><img id="3" src="./image.png"/></p...
TestSoupSieve
python
pytorch__pytorch
torch/_appdirs.py
{ "start": 20027, "end": 26197 }
class ____: """Convenience wrapper for getting application dirs.""" def __init__( self, appname=None, appauthor=None, version=None, roaming=False, multipath=False ): self.appname = appname self.appauthor = appauthor self.version = version self.roaming = roaming ...
AppDirs
python
django__django
tests/template_tests/filter_tests/test_addslashes.py
{ "start": 897, "end": 1332 }
class ____(SimpleTestCase): def test_quotes(self): self.assertEqual( addslashes("\"double quotes\" and 'single quotes'"), "\\\"double quotes\\\" and \\'single quotes\\'", ) def test_backslashes(self): self.assertEqual(addslashes(r"\ : backslashes, too"), "\\\\ : ...
FunctionTests
python
great-expectations__great_expectations
contrib/great_expectations_zipcode_expectations/great_expectations_zipcode_expectations/expectations/expect_column_values_to_be_valid_minnesota_zip.py
{ "start": 1759, "end": 4110 }
class ____(ColumnMapExpectation): """Expect values in this column to be valid Minnesota zipcodes. See https://pypi.org/project/zipcodes/ for more information. """ # These examples will be shown in the public gallery. # They will also be executed as unit tests for your Expectation. examples = [...
ExpectColumnValuesToBeValidMinnesotaZip
python
scikit-learn__scikit-learn
sklearn/tests/metadata_routing_common.py
{ "start": 17045, "end": 18261 }
class ____(MetaEstimatorMixin, RegressorMixin, BaseEstimator): """A meta-regressor which is also a consumer.""" def __init__(self, estimator, registry=None): self.estimator = estimator self.registry = registry def fit(self, X, y, sample_weight=None, **fit_params): if self.registry ...
WeightedMetaRegressor
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/array_ops/split_op_test.py
{ "start": 1479, "end": 17189 }
class ____(test.TestCase): def _makeData(self, shape, dtype): data = np.random.rand(*shape).astype(dtype.as_numpy_dtype) if dtype.is_complex: data -= 1j * data return data @test_util.run_deprecated_v1 def testShapeInference(self): model_input = array_ops.placeholder(dtypes.float32, shape=(...
SplitOpTest
python
getsentry__sentry
src/sentry/api/serializers/models/project_template.py
{ "start": 554, "end": 622 }
class ____(StrEnum): OPTIONS = "options"
ProjectTemplateAttributes
python
getsentry__sentry
tests/sentry/organizations/services/test_organization.py
{ "start": 291, "end": 2999 }
class ____(TestCase): def test_check_active_organization_by_slug(self) -> None: self.organization = self.create_organization(slug="test") assert ( organization_service.check_organization_by_slug(slug="test", only_visible=True) == self.organization.id ) assert ...
CheckOrganizationTest
python
apache__airflow
providers/amazon/src/airflow/providers/amazon/aws/secrets/systems_manager.py
{ "start": 1120, "end": 8496 }
class ____(BaseSecretsBackend, LoggingMixin): """ Retrieves Connection or Variables from AWS SSM Parameter Store. Configurable via ``airflow.cfg`` like so: .. code-block:: ini [secrets] backend = airflow.providers.amazon.aws.secrets.systems_manager.SystemsManagerParameterStoreBackend ...
SystemsManagerParameterStoreBackend
python
cython__cython
tests/run/test_asyncgen.py
{ "start": 3554, "end": 4250 }
class ____(Exception): pass @types_coroutine def awaitable(*, throw=False): if throw: yield ('throw',) else: yield ('result',) def run_until_complete(coro): exc = False while True: try: if exc: exc = False fut = coro.throw(Await...
AwaitException
python
jina-ai__jina
jina/excepts.py
{ "start": 2541, "end": 2664 }
class ____(RuntimeError, BaseJinaException): """Raised when trying to use a port which is already used"""
PortAlreadyUsed
python
RaRe-Technologies__gensim
gensim/test/test_tmdiff.py
{ "start": 356, "end": 2944 }
class ____(unittest.TestCase): def setUp(self): self.dictionary = common_dictionary self.corpus = common_corpus self.num_topics = 5 self.n_ann_terms = 10 self.model = LdaModel(corpus=self.corpus, id2word=self.dictionary, num_topics=self.num_topics, passes=10) def test_ba...
TestLdaDiff
python
django__django
django/db/migrations/operations/models.py
{ "start": 42754, "end": 44444 }
class ____(IndexOperation): category = OperationCategory.REMOVAL option_name = "constraints" def __init__(self, model_name, name): self.model_name = model_name self.name = name def state_forwards(self, app_label, state): state.remove_constraint(app_label, self.model_name_lower,...
RemoveConstraint
python
getsentry__sentry
tests/sentry/notifications/platform/msteams/test_provider.py
{ "start": 8815, "end": 11973 }
class ____(TestCase): def setUp(self) -> None: super().setUp() self.integration, self.org_integration = self.create_provider_integration_for( provider=IntegrationProviderSlug.MSTEAMS, organization=self.organization, user=self.user, name="test-msteams",...
MSTeamsNotificationProviderSendTest
python
anthropics__anthropic-sdk-python
src/anthropic/lib/bedrock/_beta.py
{ "start": 459, "end": 1372 }
class ____(SyncAPIResource): @cached_property def messages(self) -> Messages: return Messages(self._client) @cached_property def with_raw_response(self) -> BetaWithRawResponse: """ This property can be used as a prefix for any HTTP method call to return the the raw respo...
Beta
python
langchain-ai__langchain
libs/core/langchain_core/exceptions.py
{ "start": 183, "end": 283 }
class ____(LangChainException): """Base class for exceptions in tracers module."""
TracerException
python
altair-viz__altair
altair/vegalite/v6/schema/channels.py
{ "start": 1004980, "end": 1005668 }
class ____(ValueChannelMixin, core.ValueDefnumber): """ XErrorValue schema wrapper. Definition object for a constant value (primitive value or gradient definition) of an encoding channel. Parameters ---------- value : float A constant value in visual domain (e.g., ``"red"`` / ``"#0...
XErrorValue
python
getsentry__sentry
src/sentry/auth_v2/utils/session.py
{ "start": 341, "end": 853 }
class ____(TypedDict, total=False): # Flags to control the authentication flow on frontend. # Keep the keys sorted in order of importance!! # Maintaining the hierarchy is good context for future engineers. todoEmailVerification: bool | None todo2faVerification: bool | None todoPasswordReset: boo...
SessionSerializerResponse
python
huggingface__transformers
src/transformers/models/d_fine/modeling_d_fine.py
{ "start": 95479, "end": 96109 }
class ____(nn.Module): def __init__(self, config: DFineConfig): super().__init__() self.layers = nn.ModuleList([DFineEncoderLayer(config) for _ in range(config.encoder_layers)]) def forward(self, src, src_mask=None, pos_embed=None, output_attentions: bool = False) -> torch.Tensor: hidd...
DFineEncoder
python
lepture__authlib
tests/flask/test_oauth1/oauth1_server.py
{ "start": 1691, "end": 2227 }
class ____(TokenCredentialMixin, db.Model): id = db.Column(db.Integer, primary_key=True) user_id = db.Column(db.Integer, db.ForeignKey("user.id", ondelete="CASCADE")) user = db.relationship("User") client_id = db.Column(db.String(48), index=True) oauth_token = db.Column(db.String(84), unique=True, i...
TokenCredential
python
numba__numba
numba/core/typing/arraydecl.py
{ "start": 21270, "end": 22142 }
class ____(AbstractTemplate): key = "static_getitem" def generic(self, args, kws): # Resolution of members for record and structured arrays ary, idx = args if (isinstance(ary, types.Array) and isinstance(idx, str) and isinstance(ary.dtype, types.Record)): if ...
StaticGetItemArray
python
joke2k__faker
tests/providers/test_bank.py
{ "start": 4421, "end": 4887 }
class ____: """Test fi_FI bank provider""" def test_bban(self, faker, num_samples): for _ in range(num_samples): assert re.fullmatch(r"\d{14}", faker.bban()) def test_iban(self, faker, num_samples): for _ in range(num_samples): iban = faker.iban() assert...
TestFiFi
python
huggingface__transformers
src/transformers/models/bit/modeling_bit.py
{ "start": 6995, "end": 8043 }
class ____(nn.MaxPool2d): def __init__( self, kernel_size: int, stride=None, dilation=1, ceil_mode=False, padding=(0, 0), padding_value=0, use_dynamic_padding=True, ): kernel_size = kernel_size if isinstance(kernel_size, collections.abc.Ite...
BitMaxPool2d
python
gevent__gevent
src/gevent/tests/test__greenness.py
{ "start": 1781, "end": 1948 }
class ____(SimpleHTTPRequestHandler, object): def log_message(self, *args): # pylint:disable=arguments-differ self.server.messages += ((args,),)
QuietHandler
python
Netflix__metaflow
metaflow/plugins/argo/argo_workflows.py
{ "start": 208997, "end": 209564 }
class ____(object): # https://argoproj.github.io/argo-workflows/fields/#arguments def __init__(self): tree = lambda: defaultdict(tree) self.payload = tree() def parameters(self, parameters): if "parameters" not in self.payload: self.payload["parameters"] = [] fo...
Arguments
python
celery__celery
t/unit/worker/test_bootsteps.py
{ "start": 3857, "end": 5005 }
class ____: class Def(bootsteps.StartStopStep): name = 'test_StartStopStep.Def' def setup_method(self): self.steps = [] def test_start__stop(self): x = self.Def(self) x.create = Mock() # include creates the underlying object and sets # its x.obj attribute ...
test_StartStopStep
python
sqlalchemy__sqlalchemy
test/orm/inheritance/test_poly_persistence.py
{ "start": 2884, "end": 5763 }
class ____(PolymorphTest): def test_insert_order(self): """test that classes of multiple types mix up mapper inserts so that insert order of individual tables is maintained""" person_join = polymorphic_union( { "engineer": people.join(engineers), ...
InsertOrderTest
python
google__pytype
pytype/errors/error_printer.py
{ "start": 371, "end": 493 }
class ____: expected: str bad_actual: str full_actual: str error_details: list[str] @dataclasses.dataclass
BadReturn
python
tensorflow__tensorflow
tensorflow/python/framework/memory_checker_test.py
{ "start": 987, "end": 3885 }
class ____(test.TestCase): def testNoLeakEmpty(self): with MemoryChecker() as memory_checker: memory_checker.record_snapshot() memory_checker.record_snapshot() memory_checker.record_snapshot() memory_checker.record_snapshot() memory_checker.report() memory_checker.assert_no_leak_...
MemoryCheckerTest
python
doocs__leetcode
lcof/面试题51. 数组中的逆序对/Solution2.py
{ "start": 343, "end": 674 }
class ____: def reversePairs(self, nums: List[int]) -> int: alls = sorted(set(nums)) m = len(alls) tree = BinaryIndexedTree(m) ans = 0 for v in nums[::-1]: x = bisect_left(alls, v) + 1 ans += tree.query(x - 1) tree.update(x, 1) retu...
Solution
python
bokeh__bokeh
src/bokeh/models/tools.py
{ "start": 63514, "end": 63772 }
class ____(ActionTool): ''' A tool that allows to enlarge a UI element to fullscreen. ''' # explicit __init__ to support Init signatures def __init__(self, *args: Any, **kwargs: Any) -> None: super().__init__(*args, **kwargs)
FullscreenTool
python
django__django
tests/admin_inlines/admin.py
{ "start": 5579, "end": 5687 }
class ____(admin.TabularInline): model = ShoppingWeakness form = WeaknessForm
WeaknessInlineCustomForm
python
cython__cython
Cython/Debugger/libpython.py
{ "start": 89556, "end": 91497 }
class ____(gdb.Command): def __init__(self, command, actual_command): super().__init__(command, gdb.COMMAND_DATA, gdb.COMPLETE_NONE) self.actual_command = actual_command def fix_gdb(self): """ It seems that invoking either 'cy exec' a...
FixGdbCommand
python
django__django
tests/delete_regress/tests.py
{ "start": 9347, "end": 11926 }
class ____(TestCase): """ Test different queries which alter the SELECT clause of the query. We also must be using a subquery for the deletion (that is, the original query has a join in it). The deletion should be done as "fast-path" deletion (that is, just one query for the .delete() call). No...
Ticket19102Tests
python
joke2k__faker
faker/providers/geo/en_IE/__init__.py
{ "start": 41, "end": 3029 }
class ____(GeoProvider): # Source: https://www.latlong.net/category/towns-106-55.html land_coords = ( ( "53.944000", "-8.095000", "Carrish on Shannon, Leitrim,", "IE", "Europe/Dublin", ), ("52.354279", "-7.695040", "Clonmel, Co....
Provider
python
pytorch__pytorch
torch/_inductor/codegen/rocm/rocm_cpp_scheduling.py
{ "start": 481, "end": 3878 }
class ____(BaseScheduling): """ Partial Scheduling implementation for ROCm C++ Kernels. This class is intended to be used in combination with TritonScheduling, and delegated to by CUDACombinedScheduling. It handles fusion decisions and ROCm C++ specific template code generation. """ def gr...
ROCmCPPScheduling
python
tiangolo__fastapi
fastapi/security/http.py
{ "start": 7069, "end": 10264 }
class ____(HTTPBase): """ HTTP Bearer token authentication. ## Usage Create an instance object and use that object as the dependency in `Depends()`. The dependency result will be an `HTTPAuthorizationCredentials` object containing the `scheme` and the `credentials`. ## Example ```py...
HTTPBearer
python
numba__llvmlite
llvmlite/ir/types.py
{ "start": 18490, "end": 20079 }
class ____(BaseStructType): """ A type which is a named alias for another struct type, akin to a typedef. While literal struct types can be structurally equal (see LiteralStructType), identified struct types are compared by name. Do not use this directly. """ null = 'zeroinitializer' d...
IdentifiedStructType
python
huggingface__transformers
src/transformers/models/minimax/modeling_minimax.py
{ "start": 40342, "end": 40445 }
class ____(GenericForTokenClassification, MiniMaxPreTrainedModel): pass
MiniMaxForTokenClassification
python
xlwings__xlwings
xlwings/base_classes.py
{ "start": 61, "end": 500 }
class ____: def keys(self): raise NotImplementedError() def add(self, spec=None, add_book=None, xl=None, visible=None): raise NotImplementedError() @staticmethod def cleanup(): raise NotImplementedError() def __iter__(self): raise NotImplementedError() def __l...
Apps
python
pytorch__pytorch
test/distributed/_composable/test_checkpoint.py
{ "start": 2848, "end": 11220 }
class ____(TestCase): def _get_graph_size(self, out: torch.Tensor) -> int: q = deque([out.grad_fn]) num_functions = 0 while len(q): fn = q.pop() num_functions += 1 for next_fn, _ in fn.next_functions: if next_fn: q.appen...
TestCheckpoint