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python
pytorch__pytorch
test/dynamo/cpython/3_13/test_ordered_dict.py
{ "start": 31399, "end": 31989 }
class ____(__TestCase): """Builtin dict preserves insertion order. Reuse some of tests in OrderedDict selectively. """ module = builtins OrderedDict = dict for method in ( "test_init test_update test_abc test_clear test_delitem " + "test_setitem test_detect_deletion_during_iteration " + ...
CPythonBuiltinDictTests
python
kamyu104__LeetCode-Solutions
Python/count-the-number-of-powerful-integers.py
{ "start": 1058, "end": 1789 }
class ____(object): def numberOfPowerfulInt(self, start, finish, limit, s): """ :type start: int :type finish: int :type limit: int :type s: str :rtype: int """ def count(x): result = 0 str_x = str(x) l = len(str_x)-...
Solution2
python
scipy__scipy
scipy/sparse/linalg/tests/test_special_sparse_arrays.py
{ "start": 6954, "end": 9517 }
class ____: """ Sakurai tests """ def test_specific_shape(self): sak = Sakurai(6) assert_array_equal(sak.toarray(), sak(np.eye(6))) a = np.array( [ [ 5, -4, 1, 0, 0, 0], [-4, 6, -4, 1, 0, 0], [ 1, -4, 6, -4, 1...
TestSakurai
python
great-expectations__great_expectations
contrib/great_expectations_semantic_types_expectations/great_expectations_semantic_types_expectations/expectations/expect_column_values_to_be_valid_dot_address.py
{ "start": 1891, "end": 4688 }
class ____(ColumnMapExpectation): """Expect column values to be valid Polkadot addresses.""" # These examples will be shown in the public gallery. # They will also be executed as unit tests for your Expectation. examples = [ { "data": { "all_valid": [ ...
ExpectColumnValuesToBeValidDotAddress
python
readthedocs__readthedocs.org
readthedocs/builds/models.py
{ "start": 34897, "end": 35722 }
class ____: """ Mixin for common command result methods/properties. Shared methods between the database model :py:class:`BuildCommandResult` and non-model representations of build command results from the API """ @property def successful(self): """Did the command exit with a succes...
BuildCommandResultMixin
python
python-openxml__python-docx
src/docx/opc/rel.py
{ "start": 223, "end": 4469 }
class ____(Dict[str, "_Relationship"]): """Collection object for |_Relationship| instances, having list semantics.""" def __init__(self, baseURI: str): super(Relationships, self).__init__() self._baseURI = baseURI self._target_parts_by_rId: dict[str, Any] = {} def add_relationship(...
Relationships
python
google__jax
jax/experimental/jax2tf/tests/flax_models/transformer_lm1b.py
{ "start": 10907, "end": 12578 }
class ____(nn.Module): """Transformer pure decoder stack for language modelling. Args: config: TransformerConfig dataclass containing hyperparameters. """ config: TransformerConfig @nn.compact def __call__(self, inputs, inputs_positions=None, inputs_segment...
TransformerLM
python
gevent__gevent
src/greentest/3.10/test_asyncore.py
{ "start": 9721, "end": 9876 }
class ____(asyncore.dispatcher_with_send): def readable(self): return False def handle_connect(self): pass
dispatcherwithsend_noread
python
doocs__leetcode
solution/0600-0699/0685.Redundant Connection II/Solution.py
{ "start": 0, "end": 889 }
class ____: def findRedundantDirectedConnection(self, edges: List[List[int]]) -> List[int]: def find(x: int) -> int: if p[x] != x: p[x] = find(p[x]) return p[x] n = len(edges) ind = [0] * n for _, v in edges: ind[v - 1] += 1 ...
Solution
python
wntrblm__nox
nox/_version.py
{ "start": 1057, "end": 3835 }
class ____(Exception): """The ``nox.needs_version`` specifier cannot be parsed.""" def get_nox_version() -> str: """Return the version of the installed Nox package.""" return metadata.version("nox") def _parse_string_constant(node: ast.AST) -> str | None: # pragma: no cover """Return the value of a...
InvalidVersionSpecifier
python
ansible__ansible
lib/ansible/modules/hostname.py
{ "start": 25208, "end": 25321 }
class ____(Hostname): platform = 'Linux' distribution = 'Uos' strategy_class = FileStrategy
UosHostname
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/dataplex.py
{ "start": 93257, "end": 95884 }
class ____(GoogleCloudBaseOperator): """ Base class for all Dataplex Catalog operators. :param project_id: Required. The ID of the Google Cloud project where the service is used. :param location: Required. The ID of the Google Cloud region where the service is used. :param gcp_conn_id: Optional. Th...
DataplexCatalogBaseOperator
python
pytorch__pytorch
test/distributed/tensor/debug/test_debug_mode.py
{ "start": 1057, "end": 24819 }
class ____(TestCase): def tearDown(self): super().tearDown() dist.destroy_process_group() def setUp(self): super().setUp() self.world_size = 8 store = FakeStore() dist.init_process_group( backend="fake", rank=0, world_size=self.world_size, store=store...
TestDTensorDebugMode
python
kubernetes-client__python
kubernetes/client/models/v1beta1_allocation_result.py
{ "start": 383, "end": 5868 }
class ____(object): """NOTE: This class is auto generated by OpenAPI Generator. Ref: https://openapi-generator.tech Do not edit the class manually. """ """ Attributes: openapi_types (dict): The key is attribute name and the value is attribute type. attri...
V1beta1AllocationResult
python
scipy__scipy
scipy/optimize/tests/test_optimize.py
{ "start": 72756, "end": 75212 }
class ____: def setup_method(self): self.bounds = ((1, None), (None, None)) self.solution = (1, 0) def fun(self, x, p=2.0): return 1.0 / p * (x[0]**p + x[1]**p) def jac(self, x, p=2.0): return x**(p - 1) def fj(self, x, p=2.0): return self.fun(x, p), self.jac(x...
TestLBFGSBBounds
python
pytorch__pytorch
torch/_inductor/template_heuristics/triton.py
{ "start": 93577, "end": 94237 }
class ____(INT8MMTemplateConfigMixin, XPUConfigHeuristic): """Int8 MM template heuristic for XPU""" def __init__(self) -> None: super().__init__() # Override mm_configs to use int8_mm_configs self.mm_configs = self.int8_mm_configs # NOTE: overriding exhaustive configs here to be...
XPUInt8MMTemplateConfigHeuristic
python
astropy__astropy
astropy/utils/console.py
{ "start": 32287, "end": 32446 }
class ____: def __init__(self): import msvcrt # noqa: F401 def __call__(self): import msvcrt return msvcrt.getch()
_GetchWindows
python
matplotlib__matplotlib
lib/matplotlib/backends/backend_wxagg.py
{ "start": 227, "end": 1398 }
class ____(FigureCanvasAgg, _FigureCanvasWxBase): def draw(self, drawDC=None): """ Render the figure using agg. """ FigureCanvasAgg.draw(self) self.bitmap = self._create_bitmap() self._isDrawn = True self.gui_repaint(drawDC=drawDC) def blit(self, bbox=Non...
FigureCanvasWxAgg
python
apache__airflow
providers/google/src/airflow/providers/google/marketing_platform/operators/analytics_admin.py
{ "start": 5130, "end": 8274 }
class ____(GoogleCloudBaseOperator): """ Creates property. .. seealso:: For more information on how to use this operator, take a look at the guide: :ref:`howto/operator:GoogleAnalyticsAdminCreatePropertyOperator` :param analytics_property: The property to create. Note: the supplied pro...
GoogleAnalyticsAdminCreatePropertyOperator
python
dagster-io__dagster
python_modules/dagster/dagster/components/core/component_tree.py
{ "start": 21781, "end": 23222 }
class ____(ComponentTree): """ComponentTree variant which terminates autoloading of defs on the keyword files `definitions.py` and `component.py`. This should only be used for legacy test and load_defs codepaths. """ @property def decl_load_context(self): return ComponentDeclLoadContext...
LegacyAutoloadingComponentTree
python
run-llama__llama_index
llama-index-integrations/llms/llama-index-llms-nvidia/tests/test_structured_output.py
{ "start": 726, "end": 824 }
class ____(BaseModel): """Data model for a song.""" title: str length_seconds: int
Song
python
davidhalter__jedi
test/completion/pep0484_generic_parameters.py
{ "start": 7676, "end": 7972 }
class ____(Mapping[str, T]): pass custom_partial1_instance: CustomPartialGeneric1[int] = NotImplemented #? str() first(custom_partial1_instance) custom_partial1_unbound_instance: CustomPartialGeneric1 = NotImplemented #? str() first(custom_partial1_unbound_instance)
CustomPartialGeneric1
python
python-attrs__attrs
tests/test_dunders.py
{ "start": 13074, "end": 21157 }
class ____: """ Tests for `_add_hash`. """ def test_enforces_type(self): """ The `hash` argument to both attrs and attrib must be None, True, or False. """ exc_args = ("Invalid value for hash. Must be True, False, or None.",) with pytest.raises(TypeErro...
TestAddHash
python
plotly__plotly.py
plotly/graph_objs/scatter/_unselected.py
{ "start": 233, "end": 3352 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "scatter" _path_str = "scatter.unselected" _valid_props = {"marker", "textfont"} @property def marker(self): """ The 'marker' property is an instance of Marker that may be specified as: - An instance of :class...
Unselected
python
lazyprogrammer__machine_learning_examples
ann_class2/batch_norm_tf.py
{ "start": 2256, "end": 5711 }
class ____(object): def __init__(self, hidden_layer_sizes): self.hidden_layer_sizes = hidden_layer_sizes def set_session(self, session): self.session = session def fit(self, X, Y, Xtest, Ytest, activation=tf.nn.relu, learning_rate=1e-2, epochs=15, batch_sz=100, print_period=100, show_fig=True): X = ...
ANN
python
django__django
django/db/migrations/graph.py
{ "start": 1544, "end": 13085 }
class ____: """ Represent the digraph of all migrations in a project. Each migration is a node, and each dependency is an edge. There are no implicit dependencies between numbered migrations - the numbering is merely a convention to aid file listing. Every new numbered migration has a declared ...
MigrationGraph
python
prompt-toolkit__python-prompt-toolkit
src/prompt_toolkit/output/win32.py
{ "start": 19181, "end": 22639 }
class ____: """ Inspired by pygments/formatters/terminal256.py """ def __init__(self) -> None: self._win32_colors = self._build_color_table() # Cache (map color string to foreground and background code). self.best_match: dict[str, tuple[int, int]] = {} @staticmethod de...
ColorLookupTable
python
sympy__sympy
sympy/stats/symbolic_probability.py
{ "start": 1198, "end": 4705 }
class ____(Expr): """ Symbolic expression for the probability. Examples ======== >>> from sympy.stats import Probability, Normal >>> from sympy import Integral >>> X = Normal("X", 0, 1) >>> prob = Probability(X > 1) >>> prob Probability(X > 1) Integral representation: ...
Probability
python
ray-project__ray
python/ray/train/lightning/_lightning_utils.py
{ "start": 2382, "end": 5073 }
class ____(FSDPStrategy): # noqa: F821 """Subclass of FSDPStrategy to ensure compatibility with Ray orchestration. For a full list of initialization arguments, please refer to: https://lightning.ai/docs/pytorch/stable/api/lightning.pytorch.strategies.FSDPStrategy.html .. note:: It is recommen...
RayFSDPStrategy
python
getsentry__sentry
src/sentry/integrations/slack/webhooks/options_load.py
{ "start": 882, "end": 4095 }
class ____(Endpoint): owner = ApiOwner.ECOSYSTEM publish_status = { "POST": ApiPublishStatus.PRIVATE, } authentication_classes = () permission_classes = () slack_request_class = SlackOptionsLoadRequest def is_substring(self, string, substring): # in case either have special ...
SlackOptionsLoadEndpoint
python
tensorflow__tensorflow
tensorflow/python/keras/testing_utils.py
{ "start": 18712, "end": 19771 }
class ____(models.Model): """A Keras subclass model.""" def __init__(self, model_layers, *args, **kwargs): """Instantiate a model. Args: model_layers: a list of layers to be added to the model. *args: Model's args **kwargs: Model's keyword args, at most one of input_tensor -> the input ...
_SubclassModel
python
doocs__leetcode
solution/1700-1799/1744.Can You Eat Your Favorite Candy on Your Favorite Day/Solution.py
{ "start": 0, "end": 331 }
class ____: def canEat(self, candiesCount: List[int], queries: List[List[int]]) -> List[bool]: s = list(accumulate(candiesCount, initial=0)) ans = [] for t, day, mx in queries: least, most = day, (day + 1) * mx ans.append(least < s[t + 1] and most > s[t]) retu...
Solution
python
huggingface__transformers
src/transformers/models/fastspeech2_conformer/modeling_fastspeech2_conformer.py
{ "start": 14049, "end": 19599 }
class ____(nn.Module): """ Multi-Head attention layer with relative position encoding. Details can be found in https://github.com/espnet/espnet/pull/2816. Paper: https://huggingface.co/papers/1901.02860. """ def __init__(self, config: FastSpeech2ConformerConfig, module_config): """Construct...
FastSpeech2ConformerAttention
python
encode__django-rest-framework
tests/test_response.py
{ "start": 3718, "end": 7761 }
class ____(TestCase): """ End-to-end testing of renderers using an ResponseMixin on a generic view. """ def test_default_renderer_serializes_content(self): """If the Accept header is not set the default renderer should serialize the response.""" resp = self.client.get('/') self.a...
RendererIntegrationTests
python
pytorch__pytorch
test/dynamo/cpython/3_13/test_raise.py
{ "start": 5404, "end": 7735 }
class ____(__TestCase): def testCauseSyntax(self): try: try: try: raise TypeError except Exception: raise ValueError from None except ValueError as exc: self.assertIsNone(exc.__cause__) ...
TestCause
python
getsentry__sentry
tests/sentry/integrations/utils/test_issue_summary_for_alerts.py
{ "start": 350, "end": 9808 }
class ____(TestCase): def setUp(self) -> None: super().setUp() self.organization = self.create_organization() self.project = self.create_project(organization=self.organization) # Create an error group with the proper type self.group = self.create_group(project=self.project, t...
FetchIssueSummaryTest
python
numba__numba
numba/cuda/dispatcher.py
{ "start": 18402, "end": 19839 }
class ____: def __init__(self, dispatcher, griddim, blockdim, stream, sharedmem): self.dispatcher = dispatcher self.griddim = griddim self.blockdim = blockdim self.stream = stream self.sharedmem = sharedmem if config.CUDA_LOW_OCCUPANCY_WARNINGS: # Warn wh...
_LaunchConfiguration
python
spack__spack
var/spack/test_repos/spack_repo/tutorial/packages/netlib_lapack/package.py
{ "start": 220, "end": 7429 }
class ____(CMakePackage): """LAPACK version 3.X is a comprehensive FORTRAN library that does linear algebra operations including matrix inversions, least squared solutions to linear sets of equations, eigenvector analysis, singular value decomposition, etc. It is a very comprehensive and reputable p...
NetlibLapack
python
tensorflow__tensorflow
tensorflow/python/keras/utils/object_identity.py
{ "start": 2594, "end": 3135 }
class ____(_ObjectIdentityWrapper): """Reference that refers an object. ```python x = [1] y = [1] x_ref1 = Reference(x) x_ref2 = Reference(x) y_ref2 = Reference(y) print(x_ref1 == x_ref2) ==> True print(x_ref1 == y) ==> False ``` """ __slots__ = () # Disabling super class' unwrapped ...
Reference
python
gevent__gevent
src/gevent/tests/lock_tests.py
{ "start": 482, "end": 1507 }
class ____(object): """ A bunch of threads. """ def __init__(self, f, n, wait_before_exit=False): """ Construct a bunch of `n` threads running the same function `f`. If `wait_before_exit` is True, the threads won't terminate until do_finish() is called. """ ...
Bunch
python
pytorch__pytorch
torch/nn/modules/adaptive.py
{ "start": 393, "end": 12606 }
class ____(Module): ( """Efficient softmax approximation. As described in `Efficient softmax approximation for GPUs by Edouard Grave, Armand Joulin, Moustapha Ciss\u00e9, David Grangier, and Herv\u00e9 J\u00e9gou <https://arxiv.org/abs/1609.04309>`__. """ r""" Adaptive softmax i...
AdaptiveLogSoftmaxWithLoss
python
kamyu104__LeetCode-Solutions
Python/extract-kth-character-from-the-rope-tree.py
{ "start": 190, "end": 621 }
class ____(object): def getKthCharacter(self, root, k): """ :type root: Optional[RopeTreeNode] :type k: int :rtype: str """ while root.len: l = max(root.left.len, len(root.left.val)) if root.left else 0 if k <= l: root = root.le...
Solution
python
apache__airflow
providers/standard/tests/unit/standard/decorators/test_external_python.py
{ "start": 2646, "end": 10683 }
class ____: @pytest.mark.parametrize( "serializer", [ pytest.param("dill", marks=DILL_MARKER, id="dill"), pytest.param("cloudpickle", marks=CLOUDPICKLE_MARKER, id="cloudpickle"), ], ) def test_with_serializer_works(self, serializer, dag_maker, venv_python_with...
TestExternalPythonDecorator
python
kamyu104__LeetCode-Solutions
Python/count-subtrees-with-max-distance-between-cities.py
{ "start": 2242, "end": 3673 }
class ____(object): def countSubgraphsForEachDiameter(self, n, edges): """ :type n: int :type edges: List[List[int]] :rtype: List[int] """ def popcount(mask): count = 0 while mask: mask &= mask-1 count += 1 ...
Solution2
python
pyqtgraph__pyqtgraph
pyqtgraph/flowchart/Flowchart.py
{ "start": 21603, "end": 22781 }
class ____(GraphicsObject): def __init__(self, chart): GraphicsObject.__init__(self) self.chart = chart ## chart is an instance of Flowchart() self.updateTerminals() def updateTerminals(self): self.terminals = {} bounds = self.boundingRect() inp = se...
FlowchartGraphicsItem
python
huggingface__transformers
src/transformers/models/plbart/modular_plbart.py
{ "start": 17240, "end": 18678 }
class ____(BartForCausalLM): @auto_docstring def forward(**super_kwargs): r""" labels (`torch.LongTensor` of shape `(batch_size, sequence_length)`, *optional*): Labels for computing the masked language modeling loss. Indices should either be in `[0, ..., config.vocab_size...
PLBartForCausalLM
python
realpython__materials
inheritance-and-composition/inheritance/productivity.py
{ "start": 409, "end": 523 }
class ____: def work(self, hours): return f"expends {hours} hours doing office paperwork."
SecretaryRole
python
PyCQA__pylint
tests/functional/b/base_init_vars.py
{ "start": 100, "end": 309 }
class ____: """A simple base class """ def __init__(self): self.base_var = {} def met(self): """yo""" def meeting(self, with_): """ye""" return with_
BaseClass
python
sympy__sympy
sympy/stats/joint_rv_types.py
{ "start": 10551, "end": 12400 }
class ____(JointDistribution): _argnames = ('mu', 'shape_mat', 'dof') is_Continuous=True @property def set(self): k = self.mu.shape[0] return S.Reals**k @staticmethod def check(mu, sigma, v): _value_check(mu.shape[0] == sigma.shape[0], "Size of the ...
MultivariateTDistribution
python
keon__algorithms
tests/test_dp.py
{ "start": 5262, "end": 5846 }
class ____(unittest.TestCase): def test_kfactor(self): # Test 1 n1 = 4 k1 = 1 self.assertEqual(find_k_factor(n1, k1), 1) # Test 2 n2 = 7 k2 = 1 self.assertEqual(find_k_factor(n2, k2), 70302) # Test 3 n3 = 10 k3 = 2 sel...
Test_dp_K_Factor
python
pypa__setuptools
setuptools/_vendor/backports/tarfile/__init__.py
{ "start": 10300, "end": 10389 }
class ____(HeaderError): """Exception for invalid headers.""" pass
InvalidHeaderError
python
huggingface__transformers
src/transformers/models/sew/modular_sew.py
{ "start": 1582, "end": 1650 }
class ____(Wav2Vec2LayerNormConvLayer): pass
SEWLayerNormConvLayer
python
walkccc__LeetCode
solutions/1589. Maximum Sum Obtained of Any Permutation/1589.py
{ "start": 0, "end": 514 }
class ____: def maxSumRangeQuery(self, nums: list[int], requests: list[list[int]]) -> int: MOD = 1_000_000_007 ans = 0 # count[i] := the number of times nums[i] has been requested count = [0] * len(nums) for start, end in requests: count[start] += 1 if end + 1 < len(nums): cou...
Solution
python
gevent__gevent
src/greentest/3.10/test_httplib.py
{ "start": 56182, "end": 57411 }
class ____(TestCase): def setUp(self): self.serv = socket.socket(socket.AF_INET, socket.SOCK_STREAM) self.port = socket_helper.bind_port(self.serv) self.source_port = socket_helper.find_unused_port() self.serv.listen() self.conn = None def tearDown(self): if self...
SourceAddressTest
python
aimacode__aima-python
deep_learning4e.py
{ "start": 2257, "end": 2420 }
class ____(Activation): def function(self, x): return np.exp(x) / np.sum(np.exp(x)) def derivative(self, x): return np.ones_like(x)
SoftMax
python
Textualize__textual
src/textual/command.py
{ "start": 14631, "end": 14911 }
class ____(Input): """The command palette input control.""" DEFAULT_CSS = """ CommandInput, CommandInput:focus { border: blank; width: 1fr; padding-left: 0; background: transparent; background-tint: 0%; } """
CommandInput
python
tornadoweb__tornado
tornado/test/httpclient_test.py
{ "start": 1408, "end": 1642 }
class ____(RequestHandler): def prepare(self): self.write("redirects can have bodies too") self.redirect( self.get_argument("url"), status=int(self.get_argument("status", "302")) )
RedirectHandler
python
ipython__ipython
IPython/core/completer.py
{ "start": 47365, "end": 63607 }
class ____(enum.Flag): """Represent state of the key match in context of other possible matches. - given `d1 = {'a': 1}` completion on `d1['<tab>` will yield `{'a': END_OF_ITEM}` as there is no tuple. - given `d2 = {('a', 'b'): 1}`: `d2['a', '<tab>` will yield `{'b': END_OF_TUPLE}` as there is no tuple mem...
_DictKeyState
python
run-llama__llama_index
llama-index-core/llama_index/core/data_structs/data_structs.py
{ "start": 451, "end": 974 }
class ____(DataClassJsonMixin): """A base data struct for a LlamaIndex.""" index_id: str = field(default_factory=lambda: str(uuid.uuid4())) summary: Optional[str] = None def get_summary(self) -> str: """Get text summary.""" if self.summary is None: raise ValueError("summary...
IndexStruct
python
prompt-toolkit__python-prompt-toolkit
examples/prompts/multiline-autosuggest.py
{ "start": 2768, "end": 5955 }
class ____(Processor): def __init__(self, style: str = "class:auto-suggestion") -> None: self.style = style def apply_transformation(self, ti: TransformationInput) -> Transformation: # a convenient noop transformation that does nothing. noop = Transformation(fragments=ti.fragments) ...
AppendMultilineAutoSuggestionInAnyLine
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 1084568, "end": 1089353 }
class ____(sgqlc.types.Type, Node, UniformResourceLocatable, RequirableByPullRequest): """A check run.""" __schema__ = github_schema __field_names__ = ( "annotations", "check_suite", "completed_at", "conclusion", "database_id", "deployment", "details_...
CheckRun
python
keras-team__keras
keras/src/backend/common/symbolic_scope.py
{ "start": 135, "end": 683 }
class ____: """Scope to indicate the symbolic stage.""" def __enter__(self): self.original_scope = get_symbolic_scope() global_state.set_global_attribute("symbolic_scope", self) return self def __exit__(self, *args, **kwargs): global_state.set_global_attribute("symbolic_sco...
SymbolicScope
python
pypa__packaging
src/packaging/specifiers.py
{ "start": 1818, "end": 3537 }
class ____(metaclass=abc.ABCMeta): __slots__ = () @abc.abstractmethod def __str__(self) -> str: """ Returns the str representation of this Specifier-like object. This should be representative of the Specifier itself. """ @abc.abstractmethod def __hash__(self) -> int...
BaseSpecifier
python
django__django
tests/forms_tests/field_tests/test_charfield.py
{ "start": 216, "end": 6444 }
class ____(FormFieldAssertionsMixin, SimpleTestCase): def test_charfield_1(self): f = CharField() self.assertEqual("1", f.clean(1)) self.assertEqual("hello", f.clean("hello")) with self.assertRaisesMessage(ValidationError, "'This field is required.'"): f.clean(None) ...
CharFieldTest
python
catalyst-team__catalyst
catalyst/contrib/layers/curricularface.py
{ "start": 82, "end": 3902 }
class ____(nn.Module): """Implementation of `CurricularFace: Adaptive Curriculum Learning\ Loss for Deep Face Recognition`_. .. _CurricularFace\: Adaptive Curriculum Learning\ Loss for Deep Face Recognition: https://arxiv.org/abs/2004.00288 Official `pytorch implementation`_. ...
CurricularFace
python
langchain-ai__langchain
libs/core/langchain_core/prompt_values.py
{ "start": 2007, "end": 2699 }
class ____(PromptValue): """Chat prompt value. A type of a prompt value that is built from messages. """ messages: Sequence[BaseMessage] """List of messages.""" def to_string(self) -> str: """Return prompt as string.""" return get_buffer_string(self.messages) def to_messa...
ChatPromptValue
python
pytorch__pytorch
test/test_jit_disabled.py
{ "start": 1818, "end": 2113 }
class ____(torch.jit.ScriptModule): @torch.jit.script_method def forward(self, input): pass AModule() print("Didn't throw exception") """ self.compare_enabled_disabled(_program_string) def test_recursive_script(self): _program_string = """ import torch
AModule
python
pytorch__pytorch
.ci/pytorch/smoke_test/smoke_test.py
{ "start": 1237, "end": 18412 }
class ____(nn.Module): def __init__(self): super().__init__() self.conv1 = nn.Conv2d(1, 32, 3, 1) self.conv2 = nn.Conv2d(32, 64, 3, 1) self.fc1 = nn.Linear(9216, 1) def forward(self, x): x = self.conv1(x) x = self.conv2(x) x = F.max_pool2d(x, 2) x...
Net
python
doocs__leetcode
lcci/05.06.Convert Integer/Solution.py
{ "start": 0, "end": 152 }
class ____: def convertInteger(self, A: int, B: int) -> int: A &= 0xFFFFFFFF B &= 0xFFFFFFFF return (A ^ B).bit_count()
Solution
python
python-pillow__Pillow
src/PIL/ImageShow.py
{ "start": 8343, "end": 9568 }
class ____(UnixViewer): """ The X Viewer ``xv`` command. This viewer supports the ``title`` parameter. """ def get_command_ex( self, file: str, title: str | None = None, **options: Any ) -> tuple[str, str]: # note: xv is pretty outdated. most modern systems have # image...
XVViewer
python
getsentry__sentry
tests/sentry/incidents/serializers/test_workflow_engine_incident.py
{ "start": 783, "end": 5125 }
class ____(TestWorkflowEngineSerializer): def setUp(self) -> None: super().setUp() self.add_warning_trigger() self.add_incident_data() self.incident_identifier = str(self.incident_group_open_period.incident_identifier) self.incident_expected = { "id": str(self.inc...
TestIncidentSerializer
python
getsentry__sentry
tests/sentry_plugins/amazon_sqs/test_plugin.py
{ "start": 401, "end": 5219 }
class ____(PluginTestCase): @cached_property def plugin(self) -> AmazonSQSPlugin: return AmazonSQSPlugin() def run_test(self) -> Event: self.plugin.set_option("access_key", "access-key", self.project) self.plugin.set_option("secret_key", "secret-key", self.project) self.plug...
AmazonSQSPluginTest
python
coleifer__peewee
peewee.py
{ "start": 13731, "end": 15013 }
class ____(object): __slots__ = ('_counter', '_current_index', '_mapping') def __init__(self): # A list of dictionaries containing mappings at various depths. self._counter = 0 self._current_index = 0 self._mapping = [] self.push() @property def mapping(self): ...
AliasManager
python
qdrant__qdrant-client
qdrant_client/embed/builtin_embedder.py
{ "start": 127, "end": 3190 }
class ____: _SUPPORTED_MODELS = ("Qdrant/Bm25",) def __init__(self, **kwargs: Any) -> None: pass def embed( self, model_name: str, texts: Optional[list[str]] = None, options: Optional[dict[str, Any]] = None, **kwargs: Any, ) -> NumericVector: if ...
BuiltinEmbedder
python
getsentry__sentry
src/sentry/db/postgres/schema.py
{ "start": 2238, "end": 2885 }
class ____(PostgresDatabaseSchemaEditor): """workaround for https://code.djangoproject.com/ticket/36374""" def create_model(self, model: type[Model]) -> None: if any(isinstance(c, ExclusionConstraint) for c in model._meta.constraints): self.execute("CREATE EXTENSION IF NOT EXISTS btree_gist...
MakeBtreeGistSchemaEditor
python
weaviate__weaviate-python-client
weaviate/collections/classes/config.py
{ "start": 47188, "end": 56369 }
class ____(_ConfigUpdateModel): description: Optional[str] = Field(default=None) property_descriptions: Optional[Dict[str, str]] = Field(default=None) invertedIndexConfig: Optional[_InvertedIndexConfigUpdate] = Field( default=None, alias="inverted_index_config" ) replicationConfig: Optional[...
_CollectionConfigUpdate
python
falconry__falcon
examples/recipes/multipart_mixed_main.py
{ "start": 36, "end": 595 }
class ____: def on_post(self, req, resp): example = {} for part in req.media: if part.content_type.startswith('multipart/mixed'): for nested in part.media: example[nested.filename] = nested.text resp.media = example parser = falcon.media.Mul...
Forms
python
doocs__leetcode
solution/1600-1699/1650.Lowest Common Ancestor of a Binary Tree III/Solution.py
{ "start": 177, "end": 474 }
class ____: def lowestCommonAncestor(self, p: "Node", q: "Node") -> "Node": vis = set() node = p while node: vis.add(node) node = node.parent node = q while node not in vis: node = node.parent return node
Solution
python
realpython__materials
duck-typing-python/queues.py
{ "start": 32, "end": 506 }
class ____: def __init__(self): self._elements = deque() def enqueue(self, element): self._elements.append(element) def dequeue(self): return self._elements.popleft() def __iter__(self): return iter(self._elements) def __len__(self): return len(self._eleme...
Queue
python
plotly__plotly.py
plotly/graph_objs/surface/contours/x/_project.py
{ "start": 233, "end": 5178 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "surface.contours.x" _path_str = "surface.contours.x.project" _valid_props = {"x", "y", "z"} @property def x(self): """ Determines whether or not these contour lines are projected on the x plane. If `highlight` is set t...
Project
python
pallets__flask
src/flask/testing.py
{ "start": 3374, "end": 8823 }
class ____(Client): """Works like a regular Werkzeug test client, with additional behavior for Flask. Can defer the cleanup of the request context until the end of a ``with`` block. For general information about how to use this class refer to :class:`werkzeug.test.Client`. .. versionchanged:: 0.12 ...
FlaskClient
python
sqlalchemy__sqlalchemy
examples/association/dict_of_sets_with_default.py
{ "start": 1205, "end": 1290 }
class ____(DeclarativeBase): id: Mapped[int] = mapped_column(primary_key=True)
Base
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pylint/self_assigning_variable.py
{ "start": 770, "end": 809 }
class ____: foo = foo bar = bar
Foo
python
coleifer__peewee
tests/models.py
{ "start": 63507, "end": 65585 }
class ____(ModelTestCase): database = get_in_memory_db() requires = [AutoCounter] def tearDown(self): super(TestDefaultDirtyBehavior, self).tearDown() AutoCounter._meta.only_save_dirty = False def test_default_dirty(self): AutoCounter._meta.only_save_dirty = True ac = ...
TestDefaultDirtyBehavior
python
protocolbuffers__protobuf
python/google/protobuf/internal/descriptor_test.py
{ "start": 26054, "end": 36092 }
class ____(unittest.TestCase): """Tests for the properties of descriptors in generated code.""" def CheckMessageDescriptor(self, message_descriptor): # Basic properties self.assertEqual(message_descriptor.name, 'TestAllTypes') self.assertEqual(message_descriptor.full_name, 'proto2_...
GeneratedDescriptorTest
python
Pylons__pyramid
src/pyramid/csrf.py
{ "start": 2862, "end": 12965 }
class ____: """An alternative CSRF implementation that stores its information in unauthenticated cookies, known as the 'Double Submit Cookie' method in the `OWASP CSRF guidelines <https://cheatsheetseries.owasp.org/cheatsheets/Cross-Site_Request_Forgery_Prevention_Cheat_Sheet.html#double-submit-cookie>`...
CookieCSRFStoragePolicy
python
fsspec__filesystem_spec
fsspec/caching.py
{ "start": 15924, "end": 19479 }
class ____(BaseCache): """Cache which holds data in a in-memory bytes object Implements read-ahead by the block size, for semi-random reads progressing through the file. Parameters ---------- trim: bool As we read more data, whether to discard the start of the buffer when we ar...
BytesCache
python
apache__airflow
providers/amazon/tests/unit/amazon/aws/operators/test_glue.py
{ "start": 27521, "end": 32905 }
class ____: RUN_ID = "1234567890" DATA_SOURCE = {"GlueTable": {"DatabaseName": "TestDB", "TableName": "TestTable"}} ROLE = "role_arn" @pytest.fixture def mock_conn(self) -> Generator[BaseAwsConnection, None, None]: with mock.patch.object(GlueDataQualityHook, "conn") as _conn: _c...
TestGlueDataQualityRuleRecommendationRunOperator
python
getsentry__sentry
src/sentry/sentry_apps/api/endpoints/sentry_app_webhook_requests.py
{ "start": 1110, "end": 2158 }
class ____(serializers.Serializer): date_format = "%Y-%m-%d %H:%M:%S" eventType = serializers.ChoiceField( choices=EXTENDED_VALID_EVENTS, required=False, ) errorsOnly = serializers.BooleanField(default=False, required=False) organizationSlug = serializers.CharField(required=False) ...
IncomingRequestSerializer
python
sympy__sympy
sympy/geometry/entity.py
{ "start": 1746, "end": 16828 }
class ____(Basic, EvalfMixin): """The base class for all geometrical entities. This class does not represent any particular geometric entity, it only provides the implementation of some methods common to all subclasses. """ __slots__: tuple[str, ...] = () def __contains__(self, other): ...
GeometryEntity
python
realpython__materials
python-mutable-immutable/immutable.py
{ "start": 0, "end": 299 }
class ____: def __init__(self, value): super().__setattr__("value", value) def __setattr__(self, name, attr_value): raise AttributeError(f"can't set attribute '{name}'") def __delattr__(self, name): raise AttributeError(f"can't delete attribute '{name}'")
Immutable
python
pytest-dev__pytest
testing/test_recwarn.py
{ "start": 4335, "end": 8751 }
class ____: """test pytest.deprecated_call()""" def dep(self, i: int, j: int | None = None) -> int: if i == 0: warnings.warn("is deprecated", DeprecationWarning, stacklevel=1) return 42 def dep_explicit(self, i: int) -> None: if i == 0: warnings.warn_explici...
TestDeprecatedCall
python
keras-team__keras
keras/src/ops/operation_test.py
{ "start": 2649, "end": 3056 }
class ____(operation.Operation): def __init__(self, alpha, **kwargs): super().__init__(**kwargs) self.alpha = alpha def call(self, x): return self.alpha * x def compute_output_spec(self, x): return keras_tensor.KerasTensor(x.shape, x.dtype) def get_config(self): ...
OpWithKwargsInConstructorGetConfig
python
HIPS__autograd
autograd/builtins.py
{ "start": 5816, "end": 6257 }
class ____(ContainerVSpace): def _values(self, x): return x.values() def _kv_pairs(self, x): return x.items() def _map(self, f, *args): return {k: f(vs, *[x[k] for x in args]) for k, vs in self.shape.items()} def _subval(self, xs, idx, x): d = dict(xs.items()) ...
DictVSpace
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_vertex_ai.py
{ "start": 99706, "end": 104510 }
class ____: @mock.patch(VERTEX_AI_PATH.format("hyperparameter_tuning_job.types.HyperparameterTuningJob.to_dict")) @mock.patch(VERTEX_AI_PATH.format("hyperparameter_tuning_job.HyperparameterTuningJobHook")) def test_execute(self, mock_hook, to_dict_mock): op = CreateHyperparameterTuningJobOperator( ...
TestVertexAICreateHyperparameterTuningJobOperator
python
ray-project__ray
release/llm_tests/serve/probes/query_utils.py
{ "start": 4849, "end": 5398 }
class ____: def __init__( self, client: openai.AsyncClient, retryable_error_types: Sequence[Type[APIStatusError]] = None, ): assert not client or isinstance( client, openai.AsyncClient ), "Async OpenAI client is expected!" self.client: openai.AsyncClie...
BaseProbe
python
sqlalchemy__sqlalchemy
test/aaa_profiling/test_memusage.py
{ "start": 47008, "end": 48651 }
class ____(fixtures.TestBase): @testing.fixture def user_fixture(self, decl_base): class User(decl_base): __tablename__ = "user" id = Column(Integer, primary_key=True) name = Column(String(50)) decl_base.metadata.create_all(testing.db) yield User ...
MiscMemoryIntensiveTests
python
django__django
django/db/models/query_utils.py
{ "start": 1188, "end": 8518 }
class ____(tree.Node): """ Encapsulate filters as objects that can then be combined logically (using `&` and `|`). """ # Connection types AND = "AND" OR = "OR" XOR = "XOR" default = AND conditional = True connectors = (None, AND, OR, XOR) def __init__(self, *args, _conn...
Q
python
pennersr__django-allauth
allauth/idp/oidc/app_settings.py
{ "start": 0, "end": 2052 }
class ____: def __init__(self, prefix): self.prefix = prefix def _setting(self, name, dflt): from allauth.utils import get_setting return get_setting(self.prefix + name, dflt) @property def ADAPTER(self): return self._setting( "ADAPTER", "allaut...
AppSettings
python
python__mypy
mypyc/ir/ops.py
{ "start": 4512, "end": 5304 }
class ____: """Abstract base class for all IR values. These include references to registers, literals, and all operations (Ops), such as assignments, calls and branches. Values are often used as inputs of Ops. Register can be used as an assignment target. A Value is part of the IR being compi...
Value