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python
pypa__pipenv
pipenv/patched/pip/_vendor/rich/box.py
{ "start": 341, "end": 10239 }
class ____: """Defines characters to render boxes. โ”Œโ”€โ”ฌโ” top โ”‚ โ”‚โ”‚ head โ”œโ”€โ”ผโ”ค head_row โ”‚ โ”‚โ”‚ mid โ”œโ”€โ”ผโ”ค row โ”œโ”€โ”ผโ”ค foot_row โ”‚ โ”‚โ”‚ foot โ””โ”€โ”ดโ”˜ bottom Args: box (str): Characters making up box. ascii (bool, optional): True if this box uses ascii characters only. Default is F...
Box
python
tensorflow__tensorflow
tensorflow/python/keras/layers/advanced_activations.py
{ "start": 2810, "end": 5826 }
class ____(Layer): """Parametric Rectified Linear Unit. It follows: ``` f(x) = alpha * x for x < 0 f(x) = x for x >= 0 ``` where `alpha` is a learned array with the same shape as x. Input shape: Arbitrary. Use the keyword argument `input_shape` (tuple of integers, does not include the sa...
PReLU
python
skorch-dev__skorch
skorch/tests/callbacks/test_logging.py
{ "start": 8513, "end": 12866 }
class ____: @pytest.fixture def net_cls(self): from skorch import NeuralNetClassifier return NeuralNetClassifier @pytest.fixture def data(self, classifier_data): X, y = classifier_data # accelerate training since we don't care for the loss X, y = X[:40], y[:40] ...
TestSacred
python
has2k1__plotnine
tests/test_layout.py
{ "start": 8282, "end": 12804 }
class ____: g = ( ggplot(data) + geom_point(aes("x", "y", color="x")) + annotate( "point", x=5, y=5, color="green", shape="s", size=10, alpha=0.5 ) + annotate("vline", xintercept=5, color="green", size=0.5, alpha=0.5) + annotate("hline", yintercept=5, colo...
TestPlotTagLayout
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/dataclassDescriptors2.py
{ "start": 992, "end": 1599 }
class ____: x: Desc[int] y: Desc[str] z: Desc[str] = Desc() reveal_type(B.x, expected_text="A[int]") reveal_type(B.y, expected_text="A[str]") reveal_type(B.z, expected_text="A[str]") reveal_type(C.x, expected_text="A[int]") reveal_type(C.y, expected_text="A[str]") reveal_type(C.z, expected_text="A[str]") ...
C
python
automl__auto-sklearn
autosklearn/metalearning/metafeatures/metafeatures.py
{ "start": 5993, "end": 6809 }
class ____(MetaFeature): def _calculate(self, X, y, logger, feat_type): missing = helper_functions.get_value("MissingValues") num_missing = missing.sum(axis=1) return float(np.sum([1 if num > 0 else 0 for num in num_missing])) def _calculate_sparse(self, X, y, logger, feat_type): ...
NumberOfInstancesWithMissingValues
python
pytorch__pytorch
test/inductor/test_smoke.py
{ "start": 314, "end": 637 }
class ____(torch.nn.Module): def __init__(self) -> None: super().__init__() self.l1 = torch.nn.Linear(1, 6) self.l2 = torch.nn.Linear(6, 1) def forward(self, x=None): x = torch.relu(self.l1(x)) x = torch.relu(self.l2(x)) return x def _test_f(x): return x * ...
MLP
python
huggingface__transformers
src/transformers/modeling_outputs.py
{ "start": 14126, "end": 16973 }
class ____(ModelOutput): """ Base class for model's outputs that may also contain a past key/values (to speed up sequential decoding). Args: last_hidden_state (`torch.FloatTensor` of shape `(batch_size, sequence_length, hidden_size)`): Sequence of hidden-states at the output of the last...
BaseModelOutputWithPastAndCrossAttentions
python
aio-libs__aiohttp
tests/test_streams.py
{ "start": 1754, "end": 34986 }
class ____: DATA: bytes = b"line1\nline2\nline3\n" def _make_one(self, limit: int = 2**16) -> streams.StreamReader: loop = asyncio.get_event_loop() return streams.StreamReader(mock.Mock(_reading_paused=False), limit, loop=loop) async def test_create_waiter(self) -> None: loop = asy...
TestStreamReader
python
doocs__leetcode
lcof2/ๅ‰‘ๆŒ‡ Offer II 016. ไธๅซ้‡ๅคๅญ—็ฌฆ็š„ๆœ€้•ฟๅญๅญ—็ฌฆไธฒ/Solution.py
{ "start": 0, "end": 305 }
class ____: def lengthOfLongestSubstring(self, s: str) -> int: ss = set() ans = j = 0 for i, c in enumerate(s): while c in ss: ss.remove(s[j]) j += 1 ans = max(ans, i - j + 1) ss.add(c) return ans
Solution
python
jmcnamara__XlsxWriter
xlsxwriter/test/comparison/test_chart_data_labels27.py
{ "start": 315, "end": 1573 }
class ____(ExcelComparisonTest): """ Test file created by XlsxWriter against a file created by Excel. """ def setUp(self): self.set_filename("chart_data_labels27.xlsx") def test_create_file(self): """Test the creation of a simple XlsxWriter file.""" workbook = Workbook(se...
TestCompareXLSXFiles
python
pytorch__pytorch
torch/testing/_internal/distributed/rpc/examples/parameter_server_test.py
{ "start": 830, "end": 2350 }
class ____: def __init__(self, batch_update_size): self.model = nn.Linear(in_features, out_features) self.lock = threading.Lock() self.future_model = torch.futures.Future() self.batch_update_size = batch_update_size self.curr_update_size = 0 self.optimizer = optim.SGD...
BatchUpdateParameterServer
python
spack__spack
lib/spack/spack/test/repo.py
{ "start": 18053, "end": 18269 }
class ____(PackageBase): pass """ ) (repo_dir / "packages" / "UPPERCASE").mkdir() (repo_dir / "packages" / "UPPERCASE" / "package.py").write_text( """ from spack.package import PackageBase
ZlibNg
python
sympy__sympy
sympy/stats/stochastic_process_types.py
{ "start": 57316, "end": 61470 }
class ____(ContinuousTimeStochasticProcess, MarkovProcess): """ Represents continuous time Markov chain. Parameters ========== sym : Symbol/str state_space : Set Optional, by default, S.Reals gen_mat : Matrix/ImmutableMatrix/MatrixSymbol Optional, by default, None Exam...
ContinuousMarkovChain
python
conda__conda
conda/plugins/types.py
{ "start": 15090, "end": 15616 }
class ____(CondaPlugin): """ Define new loaders to expose non-conda packages in a given prefix as ``PrefixRecord`` objects. :param name: name of the loader :param loader: a function that takes a prefix and a dictionary that maps package names to ``PrefixRecord`` objects. The newly loaded pa...
CondaPrefixDataLoader
python
numpy__numpy
numpy/_core/tests/test_scalarinherit.py
{ "start": 281, "end": 368 }
class ____: def __new__(cls, *args, **kwargs): return cls, args, kwargs
HasNew
python
run-llama__llama_index
llama-index-core/llama_index/core/base/base_query_engine.py
{ "start": 707, "end": 3319 }
class ____(PromptMixin, DispatcherSpanMixin): """Base query engine.""" def __init__( self, callback_manager: Optional[CallbackManager], ) -> None: self.callback_manager = callback_manager or CallbackManager([]) def _get_prompts(self) -> Dict[str, Any]: """Get prompts.""...
BaseQueryEngine
python
dagster-io__dagster
python_modules/dagster/dagster_tests/freshness_tests/test_freshness_evaluation.py
{ "start": 2073, "end": 14289 }
class ____: @pytest.mark.asyncio async def test_freshness_pass(self, instance: DagsterInstance): """Test that an asset with a time window freshness policy is evaluated as fresh if its last materialization was within the fail window.""" def create_defs() -> dg.Definitions: @dg.asset(...
TestTimeWindowFreshnessPolicyEvaluator
python
tensorflow__tensorflow
tensorflow/python/training/monitored_session_test.py
{ "start": 18929, "end": 19255 }
class ____: def __init__(self, between_graph, should_init, should_checkpoint, should_save_summary): self.experimental_between_graph = between_graph self.experimental_should_init = should_init self.should_checkpoint = should_checkpoint self.should_save_summary = should_save_summary
MockExtended
python
ray-project__ray
rllib/evaluation/tests/test_postprocessing.py
{ "start": 227, "end": 9137 }
class ____(unittest.TestCase): @classmethod def setUpClass(cls) -> None: ray.init() @classmethod def tearDownClass(cls) -> None: ray.shutdown() def test_n_step_3(self): """Tests, whether n-step adjustments of trajectories work.""" # n-step = 3 gamma = 0.9 ...
TestPostprocessing
python
miyuchina__mistletoe
test/test_contrib/test_xwiki20_renderer.py
{ "start": 235, "end": 4766 }
class ____(BaseRendererTest): def setUp(self): super().setUp() self.renderer = XWiki20Renderer() self.renderer.__enter__() self.addCleanup(self.renderer.__exit__, None, None, None) self.sampleOutputExtension = 'xwiki20' def genRandomString(self, n, hasWhitespace=False):...
TestXWiki20Renderer
python
pytorch__pytorch
torch/nn/parallel/data_parallel.py
{ "start": 1752, "end": 11878 }
class ____(Module, Generic[T]): r"""Implements data parallelism at the module level. This container parallelizes the application of the given :attr:`module` by splitting the input across the specified devices by chunking in the batch dimension (other objects will be copied once per device). In the forw...
DataParallel
python
django-extensions__django-extensions
django_extensions/collision_resolvers.py
{ "start": 5949, "end": 6262 }
class ____(AppNamePrefixCR, InstalledAppsOrderCR): """ Collision resolver which is mixin of AppNamePrefixCR and InstalledAppsOrderCR. In case of collisions he sets aliases like AppNamePrefixCR, but sets default model using InstalledAppsOrderCR. """ # noqa: E501 pass
AppNamePrefixCustomOrderCR
python
keras-team__keras
keras/src/layers/convolutional/conv1d.py
{ "start": 205, "end": 7321 }
class ____(BaseConv): """1D convolution layer (e.g. temporal convolution). This layer creates a convolution kernel that is convolved with the layer input over a single spatial (or temporal) dimension to produce a tensor of outputs. If `use_bias` is True, a bias vector is created and added to the ou...
Conv1D
python
astropy__astropy
astropy/samp/web_profile.py
{ "start": 428, "end": 4228 }
class ____(SAMPSimpleXMLRPCRequestHandler): """ Handler of XMLRPC requests performed through the Web Profile. """ def _send_CORS_header(self): if self.headers.get("Origin") is not None: method = self.headers.get("Access-Control-Request-Method") if method and self.command...
WebProfileRequestHandler
python
google__jax
tests/jet_test.py
{ "start": 1755, "end": 17051 }
class ____(jtu.JaxTestCase): def check_jet(self, fun, primals, series, atol=1e-5, rtol=1e-5, check_dtypes=True): # Convert to jax arrays to ensure dtype canonicalization. primals = jax.tree.map(jnp.asarray, primals) series = jax.tree.map(jnp.asarray, series) y, terms = jet(fun, prima...
JetTest
python
lepture__authlib
authlib/integrations/requests_client/oauth1_session.py
{ "start": 722, "end": 2324 }
class ____(OAuth1Client, Session): auth_class = OAuth1Auth def __init__( self, client_id, client_secret=None, token=None, token_secret=None, redirect_uri=None, rsa_key=None, verifier=None, signature_method=SIGNATURE_HMAC_SHA1, sign...
OAuth1Session
python
mlflow__mlflow
tests/pyfunc/test_pyfunc_exceptions.py
{ "start": 77, "end": 579 }
class ____(mlflow.pyfunc.PythonModel): def __init__(self, path): with open(path, "w+") as f: pass self.not_a_file = f def test_pyfunc_unpicklable_exception(tmp_path): model = UnpicklableModel(tmp_path / "model.pkl") with pytest.raises( MlflowException, match="...
UnpicklableModel
python
pypa__warehouse
tests/unit/manage/test_views.py
{ "start": 235832, "end": 239552 }
class ____: def test_archive(self, db_request): project = ProjectFactory.create(name="foo") user = UserFactory.create(username="testuser") db_request.route_path = pretend.call_recorder(lambda *a, **kw: "/the-redirect") db_request.method = "POST" db_request.user = user ...
TestArchiveProject
python
ray-project__ray
python/ray/serve/_private/common.py
{ "start": 6090, "end": 7982 }
class ____(str, Enum): HEALTHY = "HEALTHY" CONFIG_UPDATE = "CONFIG_UPDATE" AUTOSCALE_UP = "AUTOSCALE_UP" AUTOSCALE_DOWN = "AUTOSCALE_DOWN" # MANUALLY_INCREASE_NUM_REPLICAS and MANUALLY_DECREASE_NUM_REPLICAS are used # instead of CONFIG_UPDATE when the config update only scales # the number o...
DeploymentStatusInternalTrigger
python
xlwings__xlwings
xlwings/constants.py
{ "start": 57988, "end": 58109 }
class ____: xlX = -4168 # from enum XlErrorBarDirection xlY = 1 # from enum XlErrorBarDirection
ErrorBarDirection
python
kamyu104__LeetCode-Solutions
Python/count-of-range-sum.py
{ "start": 33, "end": 1528 }
class ____(object): def countRangeSum(self, nums, lower, upper): """ :type nums: List[int] :type lower: int :type upper: int :rtype: int """ def countAndMergeSort(sums, start, end, lower, upper): if end - start <= 1: # The size of range [start, en...
Solution
python
jackfrued__Python-100-Days
Day31-35/code/example17.py
{ "start": 563, "end": 885 }
class ____(SetOnceMappingMixin, dict): """่‡ชๅฎšไน‰ๅญ—ๅ…ธ""" pass def main(): print(D.mro()) # print(D.__mro__) D().say_hello() print(SetOnceDict.__mro__) my_dict= SetOnceDict() my_dict['username'] = 'jackfrued' my_dict['username'] = 'hellokitty' if __name__ == '__main__': main()
SetOnceDict
python
kamyu104__LeetCode-Solutions
Python/house-robber.py
{ "start": 29, "end": 330 }
class ____(object): # @param num, a list of integer # @return an integer def rob(self, nums): """ :type nums: List[int] :rtype: int """ last, now = 0, 0 for i in nums: last, now = now, max(last + i, now) return now
Solution
python
has2k1__plotnine
plotnine/composition/_beside.py
{ "start": 217, "end": 1475 }
class ____(Compose): """ Place plots or compositions side by side **Usage** plot | plot plot | composition composition | plot composition | composition Typically, you will use this class through the `|` operator. See Also -------- plotnine.composition.Stac...
Beside
python
django__django
tests/force_insert_update/tests.py
{ "start": 2151, "end": 2818 }
class ____(TestCase): def test_force_update_on_inherited_model(self): a = InheritedCounter(name="count", value=1, tag="spam") a.save() a.save(force_update=True) def test_force_update_on_proxy_model(self): a = ProxyCounter(name="count", value=1) a.save() a.save(fo...
InheritanceTests
python
sqlalchemy__sqlalchemy
test/aaa_profiling/test_memusage.py
{ "start": 8434, "end": 9060 }
class ____(fixtures.ORMTest): def setup_test(self): _sessions.clear() clear_mappers() # enable query caching, however make the cache small so that # the tests don't take too long. issues w/ caching include making # sure sessions don't get stuck inside of it. However it wil...
EnsureZeroed
python
readthedocs__readthedocs.org
readthedocs/config/tests/test_validation.py
{ "start": 791, "end": 1400 }
class ____: def test_it_accepts_valid_choice(self): result = validate_choice("choice", ("choice", "another_choice")) assert result == "choice" with raises(ConfigValidationError) as excinfo: validate_choice("c", "abc") assert excinfo.value.message_id == ConfigValidationEr...
TestValidateChoice
python
ethereum__web3.py
tests/core/providers/test_provider_init.py
{ "start": 387, "end": 1145 }
class ____(BaseProvider): pass @pytest.mark.parametrize( "provider_class", ( AsyncBaseProvider, ExtendsAsyncBaseProvider, AsyncHTTPProvider, AsyncIPCProvider, WebSocketProvider, AsyncEthereumTesterProvider, ), ) def test_init_web3_with_async_provider(pro...
ExtendsBaseProvider
python
huggingface__transformers
src/transformers/models/llava_next_video/modular_llava_next_video.py
{ "start": 1331, "end": 7992 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`LlavaNextVideoForConditionalGeneration`]. It is used to instantiate an Llava-NeXT model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defau...
LlavaNextVideoConfig
python
pytorch__pytorch
torch/numa/binding.py
{ "start": 519, "end": 777 }
class ____(str, Enum): """ See behavior description for each affinity mode in torch.distributed.run. """ NODE = "node" SOCKET = "socket" EXCLUSIVE = "exclusive" CORE_COMPLEX = "core-complex" @dataclass(frozen=True)
AffinityMode
python
huggingface__transformers
src/transformers/models/mm_grounding_dino/modeling_mm_grounding_dino.py
{ "start": 30221, "end": 32663 }
class ____(nn.Module): """ Convolutional backbone, using either the AutoBackbone API or one from the timm library. nn.BatchNorm2d layers are replaced by MMGroundingDinoFrozenBatchNorm2d as defined above. """ def __init__(self, config): super().__init__() self.config = config ...
MMGroundingDinoConvEncoder
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/linalg/normalize_op_test.py
{ "start": 1775, "end": 3489 }
class ____(test_lib.TestCase): pass def _GetNormalizeOpTest(dtype_, shape_, ord_, axis_): @test_util.run_in_graph_and_eager_modes def Test(self): is_matrix_norm = (isinstance(axis_, tuple) or isinstance(axis_, list)) and len(axis_) == 2 is_fancy_p_norm = np.isreal(ord_) and np.flo...
NormalizeOpTest
python
ansible__ansible
test/units/module_utils/datatag/test_datatag.py
{ "start": 1767, "end": 1976 }
class ____(AnsibleSingletonTagBase): def _get_tag_to_propagate(self, src: t.Any, value: object, *, value_type: t.Optional[type] = None) -> t.Self | None: return None
ExampleTagThatPreventsPropagation
python
apache__airflow
providers/amazon/tests/unit/amazon/aws/operators/test_glue.py
{ "start": 16324, "end": 22453 }
class ____: RULE_SET_NAME = "TestRuleSet" RULE_SET = 'Rules=[ColumnLength "review_id" = 15]' TARGET_TABLE = {"TableName": "TestTable", "DatabaseName": "TestDB"} @pytest.fixture def glue_data_quality_hook(self) -> Generator[GlueDataQualityHook, None, None]: with mock_aws(): hook ...
TestGlueDataQualityOperator
python
dagster-io__dagster
python_modules/dagster/dagster_tests/components_tests/unit_tests/test_unresolvable_component.py
{ "start": 246, "end": 1352 }
class ____(dg.Component, dg.Model): """This component class does not subclass Resolvable.""" some_field: str def build_defs(self, context: dg.ComponentLoadContext) -> dg.Definitions: ... def test_unresolvable_component(): with create_defs_folder_sandbox() as sandbox: defs_path = sandbox.scaf...
UnresolvableComponent
python
run-llama__llama_index
llama-index-core/llama_index/core/query_engine/pandas/pandas_query_engine.py
{ "start": 404, "end": 1115 }
class ____: """ Pandas query engine. DEPRECATED: Use `PandasQueryEngine` from `llama-index-experimental` instead. """ def __init__(self, *args: Any, **kwargs: Any) -> None: raise DeprecationWarning( "PandasQueryEngine has been moved to `llama-index-experimental`.\n" ...
PandasQueryEngine
python
huggingface__transformers
src/transformers/models/zamba2/modeling_zamba2.py
{ "start": 56525, "end": 60031 }
class ____(GradientCheckpointingLayer): def __init__( self, shared_transformer: Zamba2AttentionDecoderLayer, linear: nn.Linear, mamba: Zamba2MambaDecoderLayer ): super().__init__() self.linear = linear self.mamba_decoder = mamba self.shared_transformer = shared_transforme...
Zamba2HybridLayer
python
ray-project__ray
python/ray/data/_internal/execution/backpressure_policy/concurrency_cap_backpressure_policy.py
{ "start": 630, "end": 9866 }
class ____(BackpressurePolicy): """A backpressure policy that caps the concurrency of each operator. This policy dynamically limits the number of concurrent tasks per operator based on the output queue growth rate. - Maintain asymmetric EWMA of total enqueued output bytes as the typical level...
ConcurrencyCapBackpressurePolicy
python
dagster-io__dagster
python_modules/dagster/dagster/_core/definitions/asset_checks/asset_check_evaluation.py
{ "start": 1837, "end": 5164 }
class ____( NamedTuple( "_AssetCheckEvaluation", [ ("asset_key", AssetKey), ("check_name", str), ("passed", bool), ("metadata", Mapping[str, MetadataValue]), ( "target_materialization_data", Optional[AssetChe...
AssetCheckEvaluation
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/translate.py
{ "start": 12018, "end": 17847 }
class ____(GoogleCloudBaseOperator): """ Translate large volumes of text content, by the inputs provided. Wraps the Google cloud Translate Text (Advanced) functionality. See https://cloud.google.com/translate/docs/advanced/batch-translation For more information on how to use this operator, take a ...
TranslateTextBatchOperator
python
ray-project__ray
release/nightly_tests/dask_on_ray/large_scale_test.py
{ "start": 1365, "end": 3093 }
class ____: def __init__( self, num_workers: int, worker_obj_store_size_in_gb: int, trigger_object_spill: bool, error_rate: float, ): """ `batch_size` is the # of Dask graphs sent to the cluster simultaneously for processing. One element i...
TestSpec
python
numba__numba
numba/core/typing/builtins.py
{ "start": 23256, "end": 25203 }
class ____(AttributeTemplate): key = types.NumberClass def resolve___call__(self, classty): """ Resolve a NumPy number class's constructor (e.g. calling numpy.int32(...)) """ ty = classty.instance_type def typer(val): if isinstance(val, (types.BaseTuple, typ...
NumberClassAttribute
python
Pylons__pyramid
src/pyramid/config/predicates.py
{ "start": 2932, "end": 9079 }
class ____: def __init__(self): self.sorter = TopologicalSorter() self.last_added = None def add(self, name, factory, weighs_more_than=None, weighs_less_than=None): # Predicates should be added to a predicate list in (presumed) # computation expense order. # if weighs_mo...
PredicateList
python
ansible__ansible
lib/ansible/module_utils/facts/network/darwin.py
{ "start": 845, "end": 1853 }
class ____(GenericBsdIfconfigNetwork): """ This is the Mac macOS Darwin Network Class. It uses the GenericBsdIfconfigNetwork unchanged """ platform = 'Darwin' # media line is different to the default FreeBSD one def parse_media_line(self, words, current_if, ips): # not sure if this ...
DarwinNetwork
python
streamlit__streamlit
lib/tests/streamlit/elements/data_editor_test.py
{ "start": 2036, "end": 18484 }
class ____(unittest.TestCase): @parameterized.expand( [ (None, ColumnDataKind.STRING, None), ("hello", ColumnDataKind.STRING, "hello"), (123, ColumnDataKind.STRING, "123"), (123.1234, ColumnDataKind.STRING, "123.1234"), (None, ColumnDataKind.INTEGE...
DataEditorUtilTest
python
pypa__pipenv
pipenv/vendor/tomlkit/items.py
{ "start": 53299, "end": 53725 }
class ____(Item): """ A null item. """ def __init__(self) -> None: super().__init__(Trivia(trail="")) def unwrap(self) -> None: return None @property def discriminant(self) -> int: return -1 @property def value(self) -> None: return None def a...
Null
python
numpy__numpy
numpy/random/tests/test_smoke.py
{ "start": 28380, "end": 28702 }
class ____(RNG): @classmethod def _create_rng(cls): bit_generator = PCG64DXSM advance = 2**63 + 2**31 + 2**15 + 1 seed = [12345] rg = Generator(bit_generator(*seed)) seed_vector_bits = 64 return RNGData(bit_generator, advance, seed, rg, seed_vector_bits)
TestPCG64DXSM
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/summary_ops/summary_ops_test.py
{ "start": 49243, "end": 61292 }
class ____(test_util.TensorFlowTestCase): def tearDown(self): summary_ops.trace_off() super().tearDown() def exec_summary_op(self, summary_op_fn): assert context.executing_eagerly() logdir = self.get_temp_dir() writer = summary_ops.create_file_writer_v2(logdir) with writer.as_default(): ...
SummaryOpsTest
python
google__jax
tests/random_lax_test.py
{ "start": 7986, "end": 56664 }
class ____(RandomTestBase): """ Tests of distribution statistics that need only be run with the default PRNG. We limit this to the default PRNG to avoid repeated execution of very costly tests. So long as the input bits are valid (as tested in BasicRandomTest) then the distribution logic tested here will app...
DistributionsTest
python
spyder-ide__spyder
external-deps/python-lsp-server/pylsp/plugins/pylint_lint.py
{ "start": 1441, "end": 12372 }
class ____: last_diags = collections.defaultdict(list) @classmethod def lint(cls, document, is_saved, flags=""): """Plugin interface to pylsp linter. Args: document: The document to be linted. is_saved: Whether or not the file has been saved to disk. fla...
PylintLinter
python
lepture__authlib
authlib/oauth2/rfc6749/authenticate_client.py
{ "start": 626, "end": 3985 }
class ____: def __init__(self, query_client): self.query_client = query_client self._methods = { "none": authenticate_none, "client_secret_basic": authenticate_client_secret_basic, "client_secret_post": authenticate_client_secret_post, } def register(...
ClientAuthentication
python
django__django
django/urls/converters.py
{ "start": 189, "end": 339 }
class ____: regex = "[^/]+" def to_python(self, value): return value def to_url(self, value): return value
StringConverter
python
jazzband__tablib
tests/test_tablib.py
{ "start": 29107, "end": 36856 }
class ____(BaseTestCase): def test_csv_format_detect(self): """Test CSV format detection.""" _csv = StringIO( '1,2,3\n' '4,5,6\n' '7,8,9\n' ) _bunk = StringIO( 'ยกยกยกยกยกยกยกยกยฃโ„ขโˆžยขยฃยงโˆžยงยถโ€ขยถยชโˆžยถโ€ขยชยบโ€ขโ€ขยชโ€“ยบยงโ€ขโ€ โ€ขยงยบยถโ€ขโ€ ยฅยชโ€“ยบโ€ขยงฦ’รธยฅยจยฉฯ€ฦ’รธโ€ ห†ยฅรงยฉยจโˆšรธห†ยฅโ‰ˆโ€ ฦ’ยฅรงยฉรธยจรงห†ยฅ...
CSVTests
python
huggingface__transformers
src/transformers/modeling_outputs.py
{ "start": 40681, "end": 42348 }
class ____(ModelOutput): """ Base class for causal language model (or autoregressive) outputs. Args: loss (`torch.FloatTensor` of shape `(1,)`, *optional*, returned when `labels` is provided): Language modeling loss (for next-token prediction). logits (`torch.FloatTensor` of sha...
CausalLMOutput
python
numba__numba
numba/tests/test_extending.py
{ "start": 1510, "end": 3967 }
class ____(types.Opaque): def can_convert_to(self, context, toty): if isinstance(toty, types.Number): from numba.core.typeconv import Conversion return Conversion.safe mydummy_type = MyDummyType("mydummy") mydummy = MyDummy() @typeof_impl.register(MyDummy) def typeof_mydummy(val...
MyDummyType
python
allegroai__clearml
clearml/backend_api/services/v2_13/tasks.py
{ "start": 191077, "end": 193791 }
class ____(Response): """ Response of tasks.dequeue endpoint. :param updated: Number of tasks updated (0 or 1) :type updated: int :param fields: Updated fields names and values :type fields: dict :param dequeued: Number of tasks dequeued (0 or 1) :type dequeued: int """ _servic...
DequeueResponse
python
davidhalter__jedi
jedi/inference/names.py
{ "start": 21358, "end": 21408 }
class ____(ImportName): _level = 1
SubModuleName
python
keras-team__keras
keras/src/metrics/hinge_metrics.py
{ "start": 2342, "end": 3255 }
class ____(reduction_metrics.MeanMetricWrapper): """Computes the categorical hinge metric between `y_true` and `y_pred`. Args: name: (Optional) string name of the metric instance. dtype: (Optional) data type of the metric result. Example: >>> m = keras.metrics.CategoricalHinge() >>...
CategoricalHinge
python
sqlalchemy__sqlalchemy
test/dialect/postgresql/test_types.py
{ "start": 6054, "end": 9094 }
class ____(fixtures.TablesTest, AssertsExecutionResults): __only_on__ = "postgresql" __dialect__ = postgresql.dialect() __backend__ = True @classmethod def define_tables(cls, metadata): Table( "data_table", metadata, Column("id", Integer, primary_key=True...
FloatCoercionTest
python
sqlalchemy__sqlalchemy
test/dialect/postgresql/test_types.py
{ "start": 198819, "end": 199062 }
class ____: _col_type = INT4MULTIRANGE _col_str = "INT4MULTIRANGE" def _data_str(self): return "{[1,2), [3, 5), [9, 12)}" def _data_obj(self): return [Range(1, 2), Range(3, 5), Range(9, 12)]
_Int4MultiRangeTests
python
allegroai__clearml
clearml/backend_api/services/v2_13/tasks.py
{ "start": 3426, "end": 10377 }
class ____(NonStrictDataModel): """ :param binary: Binary to use when running the script :type binary: str :param repository: Name of the repository where the script is located :type repository: str :param tag: Repository tag :type tag: str :param branch: Repository branch ID If not prov...
Script
python
airbytehq__airbyte
airbyte-integrations/connectors/source-github/source_github/github_schema.py
{ "start": 255984, "end": 256785 }
class ____(sgqlc.types.Input): """Autogenerated input type of MoveProjectCard""" __schema__ = github_schema __field_names__ = ("card_id", "column_id", "after_card_id", "client_mutation_id") card_id = sgqlc.types.Field(sgqlc.types.non_null(ID), graphql_name="cardId") """The id of the card to move.""...
MoveProjectCardInput
python
facebook__pyre-check
tools/generate_taint_models/model.py
{ "start": 895, "end": 1204 }
class ____(abc.ABC): def __lt__(self, other: "Model") -> bool: return str(self) < str(other) @abc.abstractmethod def __eq__(self) -> int: ... @abc.abstractmethod def __hash__(self) -> int: ... @abc.abstractmethod def __str__(self) -> str: ...
Model
python
dagster-io__dagster
python_modules/libraries/dagster-aws/dagster_aws/ecs/utils.py
{ "start": 681, "end": 5389 }
class ____(Exception): ... def run_ecs_task(ecs, run_task_kwargs) -> Mapping[str, Any]: response = ecs.run_task(**run_task_kwargs) tasks = response["tasks"] if not tasks: failures = response["failures"] failure_messages = [] for failure in failures: arn = failure.get(...
RetryableEcsException
python
dask__dask
dask/dataframe/dask_expr/_reductions.py
{ "start": 33036, "end": 33208 }
class ____(Reduction): # Only supported for Series objects reduction_aggregate = sum @staticmethod def reduction_chunk(ser): return ser.nbytes
NBytes
python
gevent__gevent
src/gevent/resolver/_addresses.py
{ "start": 1243, "end": 4795 }
class ____(ValueError): pass def _ipv4_inet_aton(text): """ Convert an IPv4 address in text form to binary struct. *text*, a ``text``, the IPv4 address in textual form. Returns a ``binary``. """ if not isinstance(text, bytes): text = text.encode() parts = text.split(b'.') ...
AddressSyntaxError
python
takluyver__flit
flit_core/flit_core/vendor/tomli/_parser.py
{ "start": 6341, "end": 7369 }
class ____: def __init__(self) -> None: # The parsed content of the TOML document self.dict: Dict[str, Any] = {} def get_or_create_nest( self, key: Key, *, access_lists: bool = True, ) -> dict: cont: Any = self.dict for k in key: i...
NestedDict
python
PrefectHQ__prefect
src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py
{ "start": 7774, "end": 8008 }
class ____(sgqlc.types.Enum): """ See source code for more info. """ __schema__ = graphql_schema __choices__ = ("ALL", "DISABLED", "NO_POLICY", "PRIVATE", "PUBLIC")
EnterpriseMembersCanCreateRepositoriesSettingValue
python
pytorch__pytorch
test/fx/test_fx_split.py
{ "start": 494, "end": 4203 }
class ____(TestCase): def test_split_preserve_node_meta(self): class TestModule(torch.nn.Module): def forward(self, x, y): x = x + x y = y * y return x - y gm = torch.fx.symbolic_trace(TestModule()) for node in gm.graph.nodes: ...
TestFXSplit
python
airbytehq__airbyte
airbyte-integrations/connectors/source-mixpanel/source_mixpanel/components.py
{ "start": 15443, "end": 15812 }
class ____(DpathExtractor): def extract_records(self, response: requests.Response) -> List[Mapping[str, Any]]: # We prefer response.iter_lines() to response.text.split_lines() as the later can missparse text properties embeding linebreaks records = list(iter_dicts(response.iter_lines(decode_unicode=...
ExportDpathExtractor
python
huggingface__transformers
src/transformers/models/glm46v/modeling_glm46v.py
{ "start": 26056, "end": 39600 }
class ____(Glm46VPreTrainedModel, GenerationMixin): _checkpoint_conversion_mapping = {} _tied_weights_keys = {"lm_head.weight": "model.language_model.embed_tokens.weight"} # Reference: fix gemma3 grad acc #37208 accepts_loss_kwargs = False def __init__(self, config): super().__init__(config...
Glm46VForConditionalGeneration
python
getsentry__sentry
src/sentry/integrations/slack/message_builder/issues.py
{ "start": 9025, "end": 17091 }
class ____(TypedDict): label: Mapping[str, str] options: Sequence[Mapping[str, Any]] def get_option_groups(group: Group) -> Sequence[OptionGroup]: all_members = group.project.get_members_as_rpc_users() members = list({m.id: m for m in all_members}.values()) teams = group.project.teams.all() o...
OptionGroup
python
Pylons__pyramid
src/pyramid/authentication.py
{ "start": 12550, "end": 14572 }
class ____(CallbackAuthenticationPolicy): """A :app:`Pyramid` :term:`authentication policy` which obtains data from the ``REMOTE_USER`` WSGI environment variable. Constructor Arguments ``environ_key`` Default: ``REMOTE_USER``. The key in the WSGI environ which provides the userid. ...
RemoteUserAuthenticationPolicy
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/flake8_bugbear/B024.py
{ "start": 1598, "end": 1700 }
class ____(notabc.ABC, metaclass=abc.ABCMeta): # safe def method(self): foo()
multi_super_2
python
PrefectHQ__prefect
src/prefect/client/schemas/filters.py
{ "start": 11600, "end": 12079 }
class ____(PrefectBaseModel, OperatorMixin): """Filter by `TaskRun.tags`.""" all_: Optional[List[str]] = Field( default=None, examples=[["tag-1", "tag-2"]], description=( "A list of tags. Task runs will be returned only if their tags are a" " superset of the list...
TaskRunFilterTags
python
huggingface__transformers
src/transformers/models/mllama/modeling_mllama.py
{ "start": 21440, "end": 24446 }
class ____(nn.Module): def __init__(self, config: MllamaTextConfig, layer_idx: int): super().__init__() self.config = config self.num_heads = config.num_attention_heads self.dropout = config.dropout self.hidden_size = config.hidden_size self.num_key_value_heads = conf...
MllamaTextSelfAttention
python
pyca__cryptography
tests/x509/test_x509_ext.py
{ "start": 6958, "end": 9287 }
class ____: def test_invalid_oid(self): with pytest.raises(TypeError): x509.UnrecognizedExtension( "notanoid", # type:ignore[arg-type] b"somedata", ) def test_eq(self): ext1 = x509.UnrecognizedExtension( x509.ObjectIdentifier(...
TestUnrecognizedExtension
python
dagster-io__dagster
python_modules/libraries/dagster-mysql/dagster_mysql/storage.py
{ "start": 731, "end": 3847 }
class ____(DagsterStorage, ConfigurableClass): """MySQL-backed dagster storage. Users should not directly instantiate this class; it is instantiated by internal machinery when ``dagster-webserver`` and ``dagster-graphql`` load, based on the values in the ``dagster.yaml`` file in ``$DAGSTER_HOME``. Conf...
DagsterMySQLStorage
python
django__django
tests/model_fields/tests.py
{ "start": 14130, "end": 15957 }
class ____(TestCase): @classmethod def setUpTestData(cls): cls.foo1 = Foo.objects.create(a="a", d="12.35") cls.foo2 = Foo.objects.create(a="b", d="12.34") cls.bar1 = Bar.objects.create(a=cls.foo1, b="b") cls.bar2 = Bar.objects.create(a=cls.foo2, b="a") cls.field = Bar._me...
GetChoicesOrderingTests
python
dagster-io__dagster
python_modules/libraries/dagster-wandb/dagster_wandb/types.py
{ "start": 239, "end": 646 }
class ____(TypedDict, total=False): """W&B Artifacts IO Manager configuration. Useful for type checking.""" name: str type: str description: str aliases: list[str] add_dirs: list[dict[str, Any]] add_files: list[dict[str, Any]] add_references: list[dict[str, Any]] serialization_modul...
WandbArtifactConfiguration
python
ray-project__ray
python/ray/experimental/gpu_object_manager/gpu_object_manager.py
{ "start": 1761, "end": 3573 }
class ____(NamedTuple): src_actor: "ray.actor.ActorHandle" dst_actor: "ray.actor.ActorHandle" send_ref: Optional[ObjectRef] recv_ref: ObjectRef communicator_meta: "CommunicatorMetadata" backend: str obj_id: str timeout: float # TODO(swang): Uncomment and add an API docs page and exampl...
TransferMetadata
python
oauthlib__oauthlib
oauthlib/oauth2/rfc6749/tokens.py
{ "start": 7519, "end": 8147 }
class ____: __slots__ = () def __call__(self, request, refresh_token=False): raise NotImplementedError('Subclasses must implement this method.') def validate_request(self, request): """ :param request: OAuthlib request. :type request: oauthlib.common.Request """ ...
TokenBase
python
getsentry__sentry
tests/sentry/api/test_api_owners.py
{ "start": 76, "end": 694 }
class ____(TestCase): teams: set[str] = set() def setUp(self) -> None: super().setUp() code_owners_file = open(".github/CODEOWNERS") lines = code_owners_file.readlines() code_owners_file.close() for line in lines: if line.startswith("/src/"): ...
APIOwnersTestCase
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/namedTuple4.py
{ "start": 243, "end": 397 }
class ____(Class1): some_class_member = 1 reveal_type(Class2(name="a"), expected_text="Class2") Class3 = NamedTuple("Class3", [("name", str)])
Class2
python
doocs__leetcode
lcof2/ๅ‰‘ๆŒ‡ Offer II 011. 0 ๅ’Œ 1 ไธชๆ•ฐ็›ธๅŒ็š„ๅญๆ•ฐ็ป„/Solution.py
{ "start": 0, "end": 304 }
class ____: def findMaxLength(self, nums: List[int]) -> int: d = {0: -1} ans = s = 0 for i, x in enumerate(nums): s += 1 if x else -1 if s in d: ans = max(ans, i - d[s]) else: d[s] = i return ans
Solution
python
huggingface__transformers
src/transformers/models/wav2vec2_bert/modeling_wav2vec2_bert.py
{ "start": 54642, "end": 58022 }
class ____(Wav2Vec2BertPreTrainedModel): def __init__(self, config): super().__init__(config) if hasattr(config, "add_adapter") and config.add_adapter: raise ValueError( "Audio frame classification does not support the use of Wav2Vec2Bert adapters (config.add_adapter=Tru...
Wav2Vec2BertForAudioFrameClassification
python
graphql-python__graphene
graphene/relay/id_type.py
{ "start": 146, "end": 539 }
class ____: """ Base class that define the required attributes/method for a type. """ graphene_type: Type[BaseType] = ID @classmethod def resolve_global_id(cls, info, global_id): # return _type, _id raise NotImplementedError @classmethod def to_global_id(cls, _type, _i...
BaseGlobalIDType
python
scipy__scipy
scipy/stats/_distn_infrastructure.py
{ "start": 19254, "end": 19471 }
class ____(rv_frozen): def pmf(self, k): return self.dist.pmf(k, *self.args, **self.kwds) def logpmf(self, k): # No error return self.dist.logpmf(k, *self.args, **self.kwds)
rv_discrete_frozen
python
pypa__pip
src/pip/_internal/utils/logging.py
{ "start": 4178, "end": 4712 }
class ____(Console): def on_broken_pipe(self) -> None: # Reraise the original exception, rich 13.8.0+ exits by default # instead, preventing our handler from firing. raise BrokenPipeError() from None def get_console(*, stderr: bool = False) -> Console: if stderr: assert _stderr...
PipConsole