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python
catalyst-team__catalyst
catalyst/contrib/losses/circle.py
{ "start": 706, "end": 2600 }
class ____(nn.Module): """ CircleLoss from `Circle Loss: A Unified Perspective of Pair Similarity Optimization`_ paper. Adapter from: https://github.com/TinyZeaMays/CircleLoss Example: >>> import torch >>> from torch.nn import functional as F >>> from catalyst.contrib.l...
CircleLoss
python
huggingface__transformers
src/transformers/models/smolvlm/configuration_smolvlm.py
{ "start": 5401, "end": 9071 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`SmolVLMModel`]. It is used to instantiate a SmolVLM model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yield a similar confi...
SmolVLMConfig
python
google__pytype
pytype/tests/test_errors_format.py
{ "start": 236, "end": 3722 }
class ____(test_base.BaseTest): """Tests for errors.""" def test_error_format(self): errors = self.CheckWithErrors(""" def f(x): y = 42 y.foobar # attribute-error[e] """) message = textwrap.dedent("""\ dummy_input_file:3:3: \x1b[1m\x1b[31merror\x1b[39m\x1b[0m: in f: No attr...
ErrorTest
python
facebook__pyre-check
tools/typeshed_patcher/patch_specs.py
{ "start": 490, "end": 1187 }
class ____(Exception): pass def _read_string(input_object: object, field_name: Optional[str] = None) -> str: if not isinstance(input_object, str): field_message = f" for field `{field_name}`" if field_name is not None else "" raise ReadPatchException( f"Expect a string{field_messag...
ReadPatchException
python
django__django
tests/proxy_models/models.py
{ "start": 4011, "end": 4120 }
class ____(Bug): """ Proxy of an inherited class """ class Meta: proxy = True
ProxyBug
python
huggingface__transformers
src/transformers/models/patchtsmixer/modeling_patchtsmixer.py
{ "start": 50462, "end": 51418 }
class ____(ModelOutput): r""" loss (*optional*, returned when `y` is provided, `torch.FloatTensor` of shape `()`): Total loss prediction_outputs (`torch.FloatTensor` of shape `(batch_size, num_input_channels, num_patches, patch_length)`): Prediction output from the pretrain head. last_hi...
PatchTSMixerForPreTrainingOutput
python
doocs__leetcode
solution/2600-2699/2642.Design Graph With Shortest Path Calculator/Solution.py
{ "start": 0, "end": 946 }
class ____: def __init__(self, n: int, edges: List[List[int]]): self.n = n self.g = [[inf] * n for _ in range(n)] for f, t, c in edges: self.g[f][t] = c def addEdge(self, edge: List[int]) -> None: f, t, c = edge self.g[f][t] = c def shortestPath(self, no...
Graph
python
allegroai__clearml
clearml/backend_api/services/v2_13/events.py
{ "start": 49812, "end": 54379 }
class ____(Request): """ Return the debug image per metric and variant for the provided iteration :param task: Task ID :type task: str :param metric: Metric name :type metric: str :param variant: Metric variant :type variant: str :param iteration: The iteration to bring debug image ...
GetDebugImageSampleRequest
python
django__django
django/db/migrations/exceptions.py
{ "start": 502, "end": 603 }
class ____(ValueError): """A model's base classes can't be resolved.""" pass
InvalidBasesError
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_vertex_ai.py
{ "start": 60419, "end": 67634 }
class ____: @mock.patch("google.cloud.aiplatform.datasets.TimeSeriesDataset") @mock.patch(VERTEX_AI_PATH.format("auto_ml.AutoMLHook")) def test_execute(self, mock_hook, mock_dataset): mock_hook.return_value.create_auto_ml_forecasting_training_job.return_value = (None, "training_id") op = Cre...
TestVertexAICreateAutoMLForecastingTrainingJobOperator
python
huggingface__transformers
src/transformers/models/idefics3/modeling_idefics3.py
{ "start": 18370, "end": 21139 }
class ____(Idefics3PreTrainedModel): config: Idefics3VisionConfig input_modalities = ("image",) _supports_sdpa = True _supports_flash_attn = True _supports_flex_attn = True _can_record_outputs = { "hidden_states": Idefics3EncoderLayer, "attentions": Idefics3VisionAttention, }...
Idefics3VisionTransformer
python
facebook__pyre-check
source/interprocedural_analyses/taint/test/integration/attach_features.py
{ "start": 997, "end": 1483 }
class ____: def method_with_optionals(self, a: int = 0, b: int = 1) -> None: _test_sink(b) def attach_to_returned_sink(): x = _test_source() return x def attach_to_returned_source(): return 0 def attach_to_returned_source_2(): return 0 def attach_to_returned_with_captures(): x = ...
HasMethods
python
kamyu104__LeetCode-Solutions
Python/number-of-subarrays-that-match-a-pattern-i.py
{ "start": 35, "end": 1119 }
class ____(object): def countMatchingSubarrays(self, nums, pattern): """ :type nums: List[int] :type pattern: List[int] :rtype: int """ def getPrefix(pattern): prefix = [-1]*len(pattern) j = -1 for i in xrange(1, len(pattern)): ...
Solution
python
getsentry__sentry
tests/sentry/integrations/github/tasks/test_link_all_repos.py
{ "start": 919, "end": 9703 }
class ____(IntegrationTestCase): provider = GitHubIntegrationProvider base_url = "https://api.github.com" key = "github" def _add_responses(self): responses.add( responses.GET, self.base_url + "/installation/repositories?per_page=100", status=200, ...
LinkAllReposTestCase
python
PrefectHQ__prefect
tests/docker/test_public_api.py
{ "start": 188, "end": 415 }
class ____(TestCase): """this is a regression test for https://github.com/PrefectHQ/prefect/issues/16171""" def test_warning(self): with self.assertWarns(UserWarning): function_that_warns()
TestWarnings
python
numba__llvmlite
llvmlite/ir/values.py
{ "start": 18150, "end": 20458 }
class ____(NamedValue): """ A debug information descriptor, containing key-value pairs. Do not instantiate directly, use Module.add_debug_info() instead. """ name_prefix = '!' def __init__(self, parent, is_distinct, kind, operands, name): super(DIValue, self).__init__(parent, ...
DIValue
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/hooks/cloud_run.py
{ "start": 10415, "end": 12751 }
class ____(GoogleBaseAsyncHook): """ Async hook for the Google Cloud Run services. :param gcp_conn_id: The connection ID to use when fetching connection info. :param impersonation_chain: Optional service account to impersonate using short-term credentials, or chained list of accounts required t...
CloudRunServiceAsyncHook
python
matplotlib__matplotlib
lib/matplotlib/patches.py
{ "start": 32379, "end": 33728 }
class ____(Patch): """A regular polygon patch.""" def __str__(self): s = "RegularPolygon((%g, %g), %d, radius=%g, orientation=%g)" return s % (self.xy[0], self.xy[1], self.numvertices, self.radius, self.orientation) @_docstring.interpd def __init__(self, xy, numVert...
RegularPolygon
python
sympy__sympy
sympy/functions/elementary/trigonometric.py
{ "start": 115946, "end": 122110 }
class ____(InverseTrigonometricFunction): r""" The function ``atan2(y, x)`` computes `\operatorname{atan}(y/x)` taking two arguments `y` and `x`. Signs of both `y` and `x` are considered to determine the appropriate quadrant of `\operatorname{atan}(y/x)`. The range is `(-\pi, \pi]`. The complete de...
atan2
python
bokeh__bokeh
src/bokeh/models/filters.py
{ "start": 3618, "end": 3890 }
class ____(CompositeFilter): """ Computes intersection of indices resulting from other filters. """ # explicit __init__ to support Init signatures def __init__(self, *args: Any, **kwargs: Any) -> None: super().__init__(*args, **kwargs)
IntersectionFilter
python
Textualize__textual
tests/snapshot_tests/snapshot_apps/layer_order_independence.py
{ "start": 873, "end": 1559 }
class ____(App[None]): CSS = """ Screen { layers: base higher; } Overlay { layer: higher; dock: top; width: auto; height: auto; padding: 2; border: solid yellow; background: red; color: yellow; } Body2 { background...
Layers
python
google__pytype
pytype/overlays/special_builtins.py
{ "start": 12009, "end": 12737 }
class ____(abstract.PyTDClass): """Implementation of classes in builtins.pytd. The module name is passed in to allow classes in other modules to subclass a module in builtins and inherit the custom behaviour. """ _NAME: str = None @classmethod def make(cls, ctx): assert cls._NAME return cls(cls...
BuiltinClass
python
dagster-io__dagster
scripts/run-pyright.py
{ "start": 3538, "end": 3602 }
class ____(TypedDict): start: Position end: Position
Range
python
django__django
tests/check_framework/tests.py
{ "start": 612, "end": 675 }
class ____: def __repr__(self): return "obj"
DummyObj
python
python-excel__xlwt
xlwt/BIFFRecords.py
{ "start": 61918, "end": 62616 }
class ____(BiffRecord): """ Offset Size Contents 0 2 Index to row 2 2 Index to column 4 2 Index to XF record 6 8 Result of the formula 14 2 Option flags: Bit Mask Contents 0 0001H 1 = Recalculate always ...
FormulaRecord
python
airbytehq__airbyte
airbyte-integrations/bases/connector-acceptance-test/unit_tests/test_test_full_refresh.py
{ "start": 612, "end": 7996 }
class ____(ConnectionTestConfig): ignored_fields: Dict[str, List[IgnoredFieldsConfiguration]] = { "test_stream": [ IgnoredFieldsConfiguration(name="ignore_me", bypass_reason="test"), IgnoredFieldsConfiguration(name="ignore_me_too", bypass_reason="test"), ] } def record_...
ReadTestConfigWithIgnoreFields
python
huggingface__transformers
src/transformers/models/jamba/modular_jamba.py
{ "start": 7633, "end": 9833 }
class ____(LlamaAttention): def __init__(self, config: JambaConfig, layer_idx: int): super().__init__(config, layer_idx) self.q_proj = nn.Linear(config.hidden_size, config.num_attention_heads * self.head_dim, bias=False) self.k_proj = nn.Linear(config.hidden_size, config.num_key_value_heads ...
JambaAttention
python
mkdocstrings__mkdocstrings
src/mkdocstrings/_internal/handlers/rendering.py
{ "start": 10416, "end": 12016 }
class ____(Extension): """Extension that should always be added to Markdown sub-documents that handlers request (and *only* them).""" def __init__(self, headings: list[Element]): """Initialize the object. Arguments: headings: A list that will be populated with all HTML heading elem...
MkdocstringsInnerExtension
python
ray-project__ray
python/ray/util/dask/callbacks.py
{ "start": 1107, "end": 6056 }
class ____(Callback): """ Extends Dask's `Callback` class with Ray-specific hooks. When instantiating or subclassing this class, both the normal Dask hooks (e.g. pretask, posttask, etc.) and the Ray-specific hooks can be provided. See `dask.callbacks.Callback` for usage. Caveats: Any Dask-Ray ...
RayDaskCallback
python
kamyu104__LeetCode-Solutions
Python/shuffle-string.py
{ "start": 49, "end": 600 }
class ____(object): def restoreString(self, s, indices): """ :type s: str :type indices: List[int] :rtype: str """ result = list(s) for i, c in enumerate(result): if indices[i] == i: continue move, j = c, indices[i] ...
Solution
python
spack__spack
lib/spack/spack/vendor/jinja2/runtime.py
{ "start": 12787, "end": 14124 }
class ____: """One block on a template reference.""" def __init__( self, name: str, context: "Context", stack: t.List[t.Callable[["Context"], t.Iterator[str]]], depth: int, ) -> None: self.name = name self._context = context self._stack = stac...
BlockReference
python
numba__numba
numba/core/typing/builtins.py
{ "start": 18372, "end": 18763 }
class ____(AbstractTemplate): key = "static_getitem" def generic(self, args, kws): tup, idx = args ret = None if not isinstance(tup, types.LiteralList): return if isinstance(idx, int): ret = tup.types[idx] if ret is not None: sig = sig...
StaticGetItemLiteralList
python
getsentry__sentry
src/sentry/uptime/grouptype.py
{ "start": 1442, "end": 3379 }
class ____: """ Represents the value passed into the uptime detector """ check_result: CheckResult subscription: UptimeSubscription metric_tags: dict[str, str] def build_evidence_display(result: CheckResult) -> list[IssueEvidence]: evidence_display: list[IssueEvidence] = [] status_re...
UptimePacketValue
python
langchain-ai__langchain
libs/standard-tests/langchain_tests/integration_tests/cache.py
{ "start": 337, "end": 3821 }
class ____(BaseStandardTests): """Test suite for checking the `BaseCache` API of a caching layer for LLMs. This test suite verifies the basic caching API of a caching layer for LLMs. The test suite is designed for synchronous caching layers. Implementers should subclass this test suite and provide a ...
SyncCacheTestSuite
python
pytorch__pytorch
torch/_inductor/subgraph_lowering.py
{ "start": 745, "end": 4729 }
class ____(torch.fx.Interpreter): """ Lowers a pointwise subgraph to a single set of buffers with a separate lowering object. Errors if buffers are created unexpectedly """ graph_outputs: Optional[list[ir.IRNode]] root_graph: GraphLowering _current_op: Optional[TargetType] # For backwar...
PointwiseSubgraphLowering
python
huggingface__transformers
tests/quantization/compressed_tensors_integration/test_compressed_models.py
{ "start": 434, "end": 6759 }
class ____(unittest.TestCase): # Define stubs as class attributes compressed_uncompressed_model_stubs = [ ( "nm-testing/llama2.c-stories42M-gsm8k-quantized-only-compressed", "nm-testing/llama2.c-stories42M-gsm8k-quantized-only-uncompressed", ), ( "nm-t...
StackCompressedModelTest
python
matplotlib__matplotlib
lib/matplotlib/cbook.py
{ "start": 3464, "end": 4091 }
class ____: """ Wrapper similar to a weakref, but keeping a strong reference to the object. """ def __init__(self, obj): self._obj = obj def __call__(self): return self._obj def __eq__(self, other): return isinstance(other, _StrongRef) and self._obj == other._obj ...
_StrongRef
python
wandb__wandb
wandb/vendor/pygments/lexers/varnish.py
{ "start": 490, "end": 6488 }
class ____(RegexLexer): """ For Varnish Configuration Language (VCL). .. versionadded:: 2.2 """ name = 'VCL' aliases = ['vcl'] filenames = ['*.vcl'] mimetypes = ['text/x-vclsrc'] def analyse_text(text): # If the very first line is 'vcl 4.0;' it's pretty much guaranteed ...
VCLLexer
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 669965, "end": 670362 }
class ____(sgqlc.types.Type): """ See source code for more info. """ __schema__ = graphql_schema __field_names__ = ("actor", "client_mutation_id", "issue") actor = sgqlc.types.Field(Actor, graphql_name="actor") client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId") ...
UpdateIssuePayload
python
readthedocs__readthedocs.org
readthedocs/api/v3/serializers.py
{ "start": 2530, "end": 2745 }
class ____(BaseLinksSerializer): _self = serializers.SerializerMethodField() def get__self(self, obj): path = obj.get_absolute_url() return self._absolute_url(path)
NotificationLinksSerializer
python
django__django
tests/constraints/models.py
{ "start": 5041, "end": 5257 }
class ____(models.Model): field = models.CharField(max_length=255) field_with_db_default = models.CharField( max_length=255, db_default=models.Value("field_with_db_default") )
ModelWithDatabaseDefault
python
joke2k__faker
tests/providers/test_lorem.py
{ "start": 14809, "end": 17630 }
class ____: """Test fa_IR lorem provider""" word_list = [word.lower() for word in FaIrLoremProvider.word_list] def test_paragraph(self, faker, num_samples): num_sentences = 10 for _ in range(num_samples): paragraph = faker.paragraph(nb_sentences=num_sentences) asser...
TestFaIr
python
explosion__spaCy
spacy/lang/nn/__init__.py
{ "start": 221, "end": 457 }
class ____(BaseDefaults): tokenizer_exceptions = TOKENIZER_EXCEPTIONS prefixes = TOKENIZER_PREFIXES infixes = TOKENIZER_INFIXES suffixes = TOKENIZER_SUFFIXES syntax_iterators = SYNTAX_ITERATORS
NorwegianNynorskDefaults
python
spack__spack
var/spack/test_repos/spack_repo/builtin_mock/packages/quux/package.py
{ "start": 1298, "end": 5922 }
class ____ { private: static const int version_major; static const int version_minor; public: Quux(); int get_version() const; int quuxify() const; }; #endif // QUUX_H_ """ quuxifier_cc = """ #include "quux.h" #include <iostream> int main() { Quux quux; quux.quuxify(); return...
Quux
python
apache__thrift
lib/py/src/server/TNonblockingServer.py
{ "start": 2926, "end": 7469 }
class ____(object): """Basic class is represented connection. It can be in state: WAIT_LEN --- connection is reading request len. WAIT_MESSAGE --- connection is reading request. WAIT_PROCESS --- connection has just read whole request and waits for call ready rou...
Connection
python
great-expectations__great_expectations
contrib/capitalone_dataprofiler_expectations/capitalone_dataprofiler_expectations/metrics/data_profiler_metrics/data_profiler_profile_metric_provider.py
{ "start": 434, "end": 1073 }
class ____(MetricProvider): domain_keys = ( "batch_id", "table", "row_condition", "condition_parser", ) value_keys = ("profile_path",) @classmethod def _get_evaluation_dependencies( cls, metric: MetricConfiguration, configuration: Optional[Exp...
DataProfilerProfileMetricProvider
python
numba__numba
numba/cuda/tests/cudadrv/test_cuda_array_slicing.py
{ "start": 179, "end": 1831 }
class ____(CUDATestCase): def test_index_1d(self): arr = np.arange(10) darr = cuda.to_device(arr) x, = arr.shape for i in range(-x, x): self.assertEqual(arr[i], darr[i]) with self.assertRaises(IndexError): darr[-x - 1] with self.assertRaises(In...
CudaArrayIndexing
python
donnemartin__interactive-coding-challenges
arrays_strings/rotation/test_rotation.py
{ "start": 18, "end": 599 }
class ____(unittest.TestCase): def test_rotation(self): rotation = Rotation() self.assertEqual(rotation.is_rotation('o', 'oo'), False) self.assertEqual(rotation.is_rotation(None, 'foo'), False) self.assertEqual(rotation.is_rotation('', 'foo'), False) self.assertEqual(rotatio...
TestRotation
python
getsentry__sentry
src/sentry/snuba/metrics/extraction.py
{ "start": 19902, "end": 41899 }
class ____: """Result of a check for standard and on-demand metric support.""" standard_metrics: bool on_demand_metrics: bool @classmethod def neither(cls) -> Self: return cls(standard_metrics=False, on_demand_metrics=False) @classmethod def both(cls) -> Self: return cls(s...
SupportedBy
python
pyqtgraph__pyqtgraph
pyqtgraph/opengl/items/GLMeshItem.py
{ "start": 544, "end": 13070 }
class ____(GLGraphicsItem): """ **Bases:** :class:`GLGraphicsItem <pyqtgraph.opengl.GLGraphicsItem.GLGraphicsItem>` Displays a 3D triangle mesh. """ def __init__(self, parentItem=None, **kwds): """ ============== ===================================================== **A...
GLMeshItem
python
ipython__ipython
IPython/core/shellapp.py
{ "start": 5150, "end": 19501 }
class ____(Configurable): """A Mixin for applications that start InteractiveShell instances. Provides configurables for loading extensions and executing files as part of configuring a Shell environment. The following methods should be called by the :meth:`initialize` method of the subclass: ...
InteractiveShellApp
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typedDictClosed7.py
{ "start": 256, "end": 485 }
class ____(TypedDict, total=False, extra_items=int): a: int td1: TD1 = {"a": 1} reveal_type(td1.clear, expected_text="() -> None") reveal_type(td1.popitem, expected_text="() -> tuple[str, int]") td1.clear() td1.popitem()
TD1
python
joke2k__faker
faker/providers/company/sk_SK/__init__.py
{ "start": 45, "end": 327 }
class ____(CompanyProvider): formats = ( "{{last_name}} {{company_suffix}}", "{{last_name}} {{last_name}} {{company_suffix}}", "{{last_name}}", ) company_suffixes = ( "s.r.o.", "v.o.s.", "a.s.", "k.s.", )
Provider
python
pypa__setuptools
setuptools/tests/test_editable_install.py
{ "start": 14238, "end": 27747 }
class ____: """This test focus in getting a particular implementation detail right. If at some point in time the implementation is changed for something different, this test can be modified or even excluded. """ def install_finder(self, finder): loc = {} exec(finder, loc, loc) ...
TestFinderTemplate
python
jazzband__django-model-utils
tests/test_choices.py
{ "start": 1871, "end": 2686 }
class ____(TestCase, ChoicesTestsMixin[str]): def setUp(self) -> None: self.STATUS = Choices('DRAFT', 'PUBLISHED') def test_indexing(self) -> None: self.assertEqual(self.STATUS['PUBLISHED'], 'PUBLISHED') def test_iteration(self) -> None: self.assertEqual(tuple(self.STATUS), ...
ChoicesTests
python
ray-project__ray
python/ray/data/datasource/file_datasink.py
{ "start": 1061, "end": 6925 }
class ____(Datasink[None]): def __init__( self, path: str, *, filesystem: Optional["pyarrow.fs.FileSystem"] = None, try_create_dir: bool = True, open_stream_args: Optional[Dict[str, Any]] = None, filename_provider: Optional[FilenameProvider] = None, da...
_FileDatasink
python
crytic__slither
slither/detectors/compiler_bugs/public_mapping_nested.py
{ "start": 2030, "end": 3741 }
class ____(AbstractDetector): """ Detects public mappings with nested variables (returns incorrect values prior to 0.5.x) """ ARGUMENT = "public-mappings-nested" HELP = "Public mappings with nested variables" IMPACT = DetectorClassification.HIGH CONFIDENCE = DetectorClassification.HIGH ...
PublicMappingNested
python
scipy__scipy
scipy/stats/tests/test_morestats.py
{ "start": 48544, "end": 53642 }
class ____: def _perturb(self, g, rng=124987234782812): # g arrays have ties to which statistic is very sensitive; break them rng = np.random.default_rng(rng) return (np.asarray(g) + 1e-10 * rng.standard_normal(len(g))).tolist() @pytest.mark.parametrize('dtype', [None, 'float32', 'floa...
TestFligner
python
coleifer__peewee
tests/regressions.py
{ "start": 37350, "end": 38158 }
class ____(ModelTestCase): requires = [JM] def test_list_value_conversion(self): jm = JM.create(key='k1', data=['i0', 'i1']) jm.key = 'k1-x' jm.save() jm_db = JM.get(JM.key == 'k1-x') self.assertEqual(jm_db.data, ['i0', 'i1']) JM.update(data=['i1', 'i2']).execu...
TestListValueConversion
python
kamyu104__LeetCode-Solutions
Python/a-number-after-a-double-reversal.py
{ "start": 29, "end": 196 }
class ____(object): def isSameAfterReversals(self, num): """ :type num: int :rtype: bool """ return num == 0 or num%10
Solution
python
walkccc__LeetCode
solutions/1897. Redistribute Characters to Make All Strings Equal/1897.py
{ "start": 0, "end": 170 }
class ____: def makeEqual(self, words: list[str]) -> bool: return all(c % len(words) == 0 for c in collections.Counter(''.join(words)).values())
Solution
python
spyder-ide__spyder
external-deps/python-lsp-server/pylsp/lsp.py
{ "start": 1034, "end": 1347 }
class ____: File = 1 Module = 2 Namespace = 3 Package = 4 Class = 5 Method = 6 Property = 7 Field = 8 Constructor = 9 Enum = 10 Interface = 11 Function = 12 Variable = 13 Constant = 14 String = 15 Number = 16 Boolean = 17 Array = 18
SymbolKind
python
django__django
tests/generic_views/views.py
{ "start": 5407, "end": 5475 }
class ____(BookConfig, generic.ArchiveIndexView): pass
BookArchive
python
google__pytype
pytype/tests/test_list1.py
{ "start": 69, "end": 2499 }
class ____(test_base.BaseTest): """Tests for builtins.list.""" def test_add(self): ty = self.Infer(""" a = [] a = a + [42] b = [] b = b + [42] b = b + ["foo"] """) self.assertTypesMatchPytd( ty, """ from typing import List, Union a = ... # type...
ListTest
python
numba__numba
numba/tests/test_literal_dispatch.py
{ "start": 9891, "end": 11732 }
class ____(TestCase): def make_dummy_type(self): class Dummy(object): def lit(self, a): return a class DummyType(types.Type): def __init__(self): super(DummyType, self).__init__(name="dummy") @register_model(DummyType) class D...
TestLiteralDispatchWithCustomType
python
pytorch__pytorch
torch/utils/data/datapipes/iter/combining.py
{ "start": 26488, "end": 28085 }
class ____(IterDataPipe[tuple[_T_co]]): r""" Aggregates elements into a tuple from each of the input DataPipes (functional name: ``zip``). The output is stopped as soon as the shortest input DataPipe is exhausted. Args: *datapipes: Iterable DataPipes being aggregated Example: >>> ...
ZipperIterDataPipe
python
matplotlib__matplotlib
lib/matplotlib/colorizer.py
{ "start": 25806, "end": 34071 }
class ____(_ScalarMappable, artist.Artist): """ Base class for artists that make map data to color using a `.colorizer.Colorizer`. The `.colorizer.Colorizer` applies data normalization before returning RGBA colors from a `~matplotlib.colors.Colormap`. """ def __init__(self, colorizer, **kwargs...
ColorizingArtist
python
huggingface__transformers
src/transformers/models/data2vec/modeling_data2vec_audio.py
{ "start": 18055, "end": 26795 }
class ____(PreTrainedModel): config: Data2VecAudioConfig base_model_prefix = "data2vec_audio" main_input_name = "input_values" input_modalities = "audio" supports_gradient_checkpointing = True _supports_flash_attn = True _supports_sdpa = True _supports_flex_attn = True @torch.no_gra...
Data2VecAudioPreTrainedModel
python
kamyu104__LeetCode-Solutions
Python/minimum-cost-path-with-teleportations.py
{ "start": 1360, "end": 2414 }
class ____(object): def minCost(self, grid, k): """ :type grid: List[List[int]] :type k: int :rtype: int """ dp = [[float("inf")]*len(grid[0]) for _ in xrange(len(grid))] dp[-1][-1] = 0 mx = max(max(row) for row in grid) prefix = [float("inf")]...
Solution2
python
dagster-io__dagster
python_modules/libraries/dagster-dbt/dagster_dbt/asset_utils.py
{ "start": 15321, "end": 46651 }
class ____: manifest: Mapping[str, Any] dagster_dbt_translator: Annotated[ "DagsterDbtTranslator", ImportFrom("dagster_dbt.dagster_dbt_translator") ] selection_args: Sequence[str] indirect_selection: Optional[str] dbt_project: Optional[DbtProject] def get_updated_cli_invocation_params_...
DbtCliInvocationPartialParams
python
encode__django-rest-framework
tests/test_filters.py
{ "start": 13924, "end": 15593 }
class ____(TestCase): def setUp(self): # Sequence of title/text/attributes is: # # z abc [1, 2, 3] # zz bcd [1, 2, 3] # zzz cde [1, 2, 3] # ... for idx in range(3): label = 'w' * (idx + 1) AttributeModel.objects.create(label=label) ...
SearchFilterM2MTests
python
openai__openai-python
src/openai/types/evals/create_eval_completions_run_data_source_param.py
{ "start": 7587, "end": 8317 }
class ____(TypedDict, total=False): source: Required[Source] """Determines what populates the `item` namespace in this run's data source.""" type: Required[Literal["completions"]] """The type of run data source. Always `completions`.""" input_messages: InputMessages """Used when sampling from ...
CreateEvalCompletionsRunDataSourceParam
python
facebook__pyre-check
client/commands/server_event.py
{ "start": 614, "end": 682 }
class ____: socket_path: Path @dataclasses.dataclass
SocketCreated
python
gevent__gevent
src/greentest/3.12/test_signal.py
{ "start": 44101, "end": 51483 }
class ____(unittest.TestCase): """ Stress signal delivery, especially when a signal arrives in the middle of recomputing the signal state or executing previously tripped signal handlers. """ def setsig(self, signum, handler): old_handler = signal.signal(signum, handler) self.add...
StressTest
python
doocs__leetcode
lcci/17.23.Max Black Square/Solution.py
{ "start": 0, "end": 870 }
class ____: def findSquare(self, matrix: List[List[int]]) -> List[int]: n = len(matrix) down = [[0] * n for _ in range(n)] right = [[0] * n for _ in range(n)] for i in range(n - 1, -1, -1): for j in range(n - 1, -1, -1): if matrix[i][j] == 0: ...
Solution
python
aio-libs__aiohttp
tests/test_resolver.py
{ "start": 2511, "end": 2721 }
class ____: def __init__(self, hosts: Collection[str]) -> None: self.nodes = [ FakeAIODNSAddrInfoNode(socket.AF_INET, (h.encode(), 0)) for h in hosts ]
FakeAIODNSAddrInfoIPv4Result
python
joke2k__faker
faker/providers/date_time/ko_KR/__init__.py
{ "start": 46, "end": 796 }
class ____(DateTimeProvider): def day_of_week(self) -> str: day = self.date("%w") DAY_NAMES = { "0": "일요일", "1": "월요일", "2": "화요일", "3": "수요일", "4": "목요일", "5": "금요일", "6": "토요일", } return DAY_NAMES[d...
Provider
python
huggingface__transformers
src/transformers/models/wav2vec2/processing_wav2vec2.py
{ "start": 940, "end": 5620 }
class ____(ProcessorMixin): r""" Constructs a Wav2Vec2 processor which wraps a Wav2Vec2 feature extractor and a Wav2Vec2 CTC tokenizer into a single processor. [`Wav2Vec2Processor`] offers all the functionalities of [`Wav2Vec2FeatureExtractor`] and [`PreTrainedTokenizer`]. See the docstring of [`~W...
Wav2Vec2Processor
python
great-expectations__great_expectations
contrib/great_expectations_semantic_types_expectations/great_expectations_semantic_types_expectations/expectations/expect_column_values_password_is_not_leaked.py
{ "start": 1884, "end": 4563 }
class ____(ColumnMapExpectation): """Expect column values password not leaked (according to haveibeenpwned's API).""" # These examples will be shown in the public gallery. # They will also be executed as unit tests for your Expectation. examples = [ { "data": { "not_...
ExpectColumnValuesPasswordIsNotLeaked
python
pypa__setuptools
setuptools/_vendor/importlib_metadata/__init__.py
{ "start": 22286, "end": 23665 }
class ____: """ Micro-optimized class for searching a root for children. Root is a path on the file system that may contain metadata directories either as natural directories or within a zip file. >>> FastPath('').children() ['...'] FastPath objects are cached and recycled for any given r...
FastPath
python
run-llama__llama_index
llama-index-integrations/storage/chat_store/llama-index-storage-chat-store-redis/llama_index/storage/chat_store/redis/base.py
{ "start": 902, "end": 15279 }
class ____(BaseChatStore): """Redis chat store.""" redis_url: str = Field(default="redis://localhost:6379", description="Redis URL.") ttl: Optional[int] = Field(default=None, description="Time to live in seconds.") _redis_client: Optional[Redis] = PrivateAttr() _aredis_client: Optional[AsyncRedis]...
RedisChatStore
python
apache__thrift
lib/py/src/TMultiplexedProcessor.py
{ "start": 965, "end": 3114 }
class ____(TProcessor): def __init__(self): self.defaultProcessor = None self.services = {} def registerDefault(self, processor): """ If a non-multiplexed processor connects to the server and wants to communicate, use the given processor to handle it. This mechanism ...
TMultiplexedProcessor
python
bokeh__bokeh
release/logger.py
{ "start": 1217, "end": 2466 }
class ____: """""" def __init__(self) -> None: self._scrubbers: list[Scrubber] = [] self._record: list[str] = [] def add_scrubber(self, scrubber: Scrubber) -> None: """""" self._scrubbers.append(scrubber) self._scrubbers.sort(key=len) def record(self, *lines: s...
Log
python
FactoryBoy__factory_boy
tests/test_using.py
{ "start": 69948, "end": 74948 }
class ____(unittest.TestCase): def test_post_generation(self): class TestObjectFactory(factory.Factory): class Meta: model = TestObject one = 1 @factory.post_generation def incr_one(self, _create, _increment): self.one += 1 ...
PostGenerationTestCase
python
airbytehq__airbyte
airbyte-integrations/connectors/source-s3/source_s3/v4/source.py
{ "start": 1281, "end": 8967 }
class ____(FileBasedSource): _concurrency_level = DEFAULT_CONCURRENCY @classmethod def read_config(cls, config_path: str) -> Mapping[str, Any]: """ Used to override the default read_config so that when the new file-based S3 connector processes a config in the legacy format, it can b...
SourceS3
python
streamlit__streamlit
lib/streamlit/runtime/stats.py
{ "start": 877, "end": 3007 }
class ____(NamedTuple): """Describes a single cache entry. Properties ---------- category_name : str A human-readable name for the cache "category" that the entry belongs to - e.g. "st.memo", "session_state", etc. cache_name : str A human-readable name for cache instance tha...
CacheStat
python
falconry__falcon
tests/test_cors_middleware.py
{ "start": 7664, "end": 13755 }
class ____: def test_raises(self): with pytest.raises(ValueError, match='passed to allow_origins'): falcon.CORSMiddleware(allow_origins=['*']) with pytest.raises(ValueError, match='passed to allow_credentials'): falcon.CORSMiddleware(allow_credentials=['*']) @pytest.mark...
TestCustomCorsMiddleware
python
scipy__scipy
scipy/special/_support_alternative_backends.py
{ "start": 463, "end": 28147 }
class ____: # NumPy-only function. IT MUST BE ELEMENTWISE. func: Callable # Number of arguments, not counting out= # This is for testing purposes only, due to the fact that # inspect.signature() just returns *args for ufuncs. n_args: int # @xp_capabilities decorator, for the purpose of #...
_FuncInfo
python
pypa__pip
src/pip/_internal/cli/command_context.py
{ "start": 176, "end": 817 }
class ____: def __init__(self) -> None: super().__init__() self._in_main_context = False self._main_context = ExitStack() @contextmanager def main_context(self) -> Generator[None, None, None]: assert not self._in_main_context self._in_main_context = True try...
CommandContextMixIn
python
arrow-py__arrow
tests/test_locales.py
{ "start": 126118, "end": 128185 }
class ____: def test_format_timeframe(self): assert self.locale._format_timeframe("now", 0) == "sasa hivi" assert self.locale._format_timeframe("second", 1) == "sekunde" assert self.locale._format_timeframe("seconds", 3) == "sekunde 3" assert self.locale._format_timeframe("seconds", ...
TestSwahiliLocale
python
tensorflow__tensorflow
tensorflow/python/debug/cli/debugger_cli_common_test.py
{ "start": 41508, "end": 44586 }
class ____(test_util.TensorFlowTestCase): def setUp(self): self.menu = debugger_cli_common.Menu() self.assertEqual(0, self.menu.num_items()) self.node1 = debugger_cli_common.MenuItem("water flower", "water_flower") self.node2 = debugger_cli_common.MenuItem( "measure wavelength", "measure_wav...
MenuTest
python
python-openxml__python-docx
src/docx/oxml/text/run.py
{ "start": 7510, "end": 8052 }
class ____(BaseOxmlElement): """`<w:noBreakHyphen>` element, a hyphen ineligible for a line-wrap position. This maps to a plain-text dash ("-"). NOTE: this complex-type name does not exist in the schema, where `w:noBreakHyphen` maps to `CT_Empty`. This name was added to give it behavior distinguished ...
CT_NoBreakHyphen
python
spack__spack
lib/spack/spack/database.py
{ "start": 72585, "end": 72710 }
class ____(SpackError): """Raised when an operation would need to lock an upstream database"""
UpstreamDatabaseLockingError
python
langchain-ai__langchain
libs/core/langchain_core/prompts/chat.py
{ "start": 22702, "end": 25566 }
class ____(BasePromptTemplate, ABC): """Base class for chat prompt templates.""" @property @override def lc_attributes(self) -> dict: return {"input_variables": self.input_variables} def format(self, **kwargs: Any) -> str: """Format the chat template into a string. Args: ...
BaseChatPromptTemplate
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pep8_naming/ignore_names/N803.py
{ "start": 110, "end": 264 }
class ____: def method(self, _, a, badAllowed): return _, a, badAllowed def method(self, _, a, stillBad): return _, a, stillBad
Class
python
kamyu104__LeetCode-Solutions
Python/unit-conversion-i.py
{ "start": 35, "end": 645 }
class ____(object): def baseUnitConversions(self, conversions): """ :type conversions: List[List[int]] :rtype: List[int] """ MOD = 10**9+7 adj = [[] for _ in xrange(len(conversions)+1)] for u, v, w in conversions: adj[u].append((v, w)) resu...
Solution
python
weaviate__weaviate-python-client
weaviate/connect/v4.py
{ "start": 3013, "end": 34131 }
class ____: def __init__( self, connection_params: ConnectionParams, auth_client_secret: Optional[AuthCredentials], timeout_config: TimeoutConfig, proxies: Union[str, Proxies, None], trust_env: bool, additional_headers: Optional[Dict[str, Any]], connec...
_ConnectionBase
python
kamyu104__LeetCode-Solutions
Python/maximum-profit-in-job-scheduling.py
{ "start": 66, "end": 614 }
class ____(object): def jobScheduling(self, startTime, endTime, profit): """ :type startTime: List[int] :type endTime: List[int] :type profit: List[int] :rtype: int """ jobs = sorted(itertools.izip(endTime, startTime, profit)) dp = [(0, 0)] for...
Solution
python
google__flatbuffers
tests/py_flexbuffers_test.py
{ "start": 3546, "end": 8749 }
class ____(unittest.TestCase): """Tests to check FlexBuffer utility functions.""" def _test_type_predicate(self, pred, types): for type_ in types: with self.subTest(type=type_, pred=pred): self.assertTrue(pred(type_)) for type_ in set(Type).difference(types): with self.subTest(type=typ...
UtilTest
python
pypa__warehouse
tests/unit/admin/views/test_projects.py
{ "start": 18853, "end": 22072 }
class ____: def test_add_observation(self, db_request): project = ProjectFactory.create() observer = ObserverFactory.create() user = UserFactory.create(observer=observer) db_request.route_path = pretend.call_recorder( lambda *a, **kw: "/admin/projects/" ) ...
TestProjectAddObservation