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python
keras-team__keras
keras/src/models/cloning_test.py
{ "start": 2291, "end": 8983 }
class ____(testing.TestCase): def assert_models_equal(self, model1, model2, ref_input): result1 = model1(ref_input) result2 = model2(ref_input) for r1, r2 in zip(tree.flatten(result1), tree.flatten(result2)): self.assertAllClose( ops.convert_to_numpy(r1), ops.conv...
CloneModelTest
python
django-extensions__django-extensions
django_extensions/management/commands/runjobs.py
{ "start": 280, "end": 3518 }
class ____(BaseCommand): help = "Runs scheduled maintenance jobs." when_options = [ "minutely", "quarter_hourly", "hourly", "daily", "weekly", "monthly", "yearly", ] def add_arguments(self, parser): super().add_arguments(parser) p...
Command
python
Textualize__textual
examples/five_by_five.py
{ "start": 4392, "end": 9471 }
class ____(Screen): """Main 5x5 game grid screen.""" SIZE: Final = 5 """The size of the game grid. Clue's in the name really.""" BINDINGS = [ Binding("n", "new_game", "New Game"), Binding("question_mark", "app.push_screen('help')", "Help", key_display="?"), Binding("q", "app.qu...
Game
python
mlflow__mlflow
tests/langgraph/sample_code/langgraph_prebuilt.py
{ "start": 308, "end": 1618 }
class ____(ChatOpenAI, extra="allow"): def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self._responses = itertools.cycle( [ AIMessage( content="", tool_calls=[ToolCall(name="get_weather", args={"city": "sf"},...
FakeOpenAI
python
getsentry__sentry
src/sentry/integrations/repository/issue_alert.py
{ "start": 1596, "end": 1698 }
class ____(NotificationMessageValidationError): pass
NewIssueAlertNotificationMessageValidationError
python
openai__openai-python
src/openai/resources/chat/completions/completions.py
{ "start": 81258, "end": 160117 }
class ____(AsyncAPIResource): @cached_property def messages(self) -> AsyncMessages: return AsyncMessages(self._client) @cached_property def with_raw_response(self) -> AsyncCompletionsWithRawResponse: """ This property can be used as a prefix for any HTTP method call to return ...
AsyncCompletions
python
kamyu104__LeetCode-Solutions
Python/longest-common-prefix.py
{ "start": 71, "end": 527 }
class ____(object): def longestCommonPrefix(self, strs): """ :type strs: List[str] :rtype: str """ if not strs: return "" for i in xrange(len(strs[0])): for string in strs[1:]: if i >= len(string) or string[i] != strs[0][i]: ...
Solution
python
walkccc__LeetCode
solutions/1370. Increasing Decreasing String/1370.py
{ "start": 0, "end": 312 }
class ____: def sortString(self, s: str) -> str: ans = [] count = collections.Counter(s) while count: for chars in string.ascii_lowercase, reversed(string.ascii_lowercase): ans += [c for c in chars if c in count] count -= dict.fromkeys(count, 1) return ''.join(ans)
Solution
python
psf__black
tests/data/cases/raw_docstring.py
{ "start": 127, "end": 170 }
class ____: R"""Raw""" # output
UpperCaseR
python
doocs__leetcode
solution/1400-1499/1431.Kids With the Greatest Number of Candies/Solution.py
{ "start": 0, "end": 191 }
class ____: def kidsWithCandies(self, candies: List[int], extraCandies: int) -> List[bool]: mx = max(candies) return [candy + extraCandies >= mx for candy in candies]
Solution
python
numpy__numpy
benchmarks/benchmarks/bench_function_base.py
{ "start": 1790, "end": 2606 }
class ____(Benchmark): def setup(self): self.e = np.arange(10000, dtype=np.float32) self.o = np.arange(10001, dtype=np.float32) self.tall = np.random.random((10000, 20)) self.wide = np.random.random((20, 10000)) def time_even(self): np.median(self.e) def time_odd(se...
Median
python
boto__boto3
tests/functional/test_s3.py
{ "start": 850, "end": 1904 }
class ____(unittest.TestCase): def test_transfer_methods_injected_to_client(self): session = boto3.session.Session(region_name='us-west-2') client = session.client('s3') assert hasattr(client, 'upload_file') assert hasattr(client, 'download_file') assert hasattr(client, 'copy...
TestS3MethodInjection
python
tensorflow__tensorflow
tensorflow/python/data/ops/dataset_ops.py
{ "start": 186831, "end": 188104 }
class ____(composite_tensor.CompositeTensor): def __init__(self, variant_tensor, element_spec, dataset_shape): self._variant_tensor = variant_tensor self._element_spec = element_spec self._dataset_shape = dataset_shape @property def _type_spec(self): return DatasetSpec(self._element_spec, self._...
_NestedVariant
python
ray-project__ray
python/ray/data/tests/test_json.py
{ "start": 18726, "end": 21058 }
class ____: @pytest.mark.parametrize( "data", [{"a": []}, {"a": [1]}, {"a": [1, 2, 3]}], ids=["empty", "single", "multiple"], ) @pytest.mark.parametrize( "compression,filename", [("gzip", "test.json.gz"), ("infer", "test.json")], # infer = default ) def test_...
TestPandasJSONDatasource
python
pytorch__pytorch
test/test_utils.py
{ "start": 23147, "end": 23278 }
class ____(TestCase): def test_import_hipify(self): from torch.utils.hipify import hipify_python # noqa: F401
TestHipify
python
kamyu104__LeetCode-Solutions
Python/insert-into-a-sorted-circular-linked-list.py
{ "start": 29, "end": 134 }
class ____(object): def __init__(self, val, next): self.val = val self.next = next
Node
python
bottlepy__bottle
test/test_environ.py
{ "start": 19717, "end": 31884 }
class ____(unittest.TestCase): def test_constructor_body(self): self.assertEqual('', BaseResponse('').body) self.assertEqual('YAY', BaseResponse('YAY').body) def test_constructor_status(self): self.assertEqual(200, BaseResponse('YAY', 200).status_co...
TestResponse
python
doocs__leetcode
solution/0800-0899/0831.Masking Personal Information/Solution.py
{ "start": 0, "end": 331 }
class ____: def maskPII(self, s: str) -> str: if s[0].isalpha(): s = s.lower() return s[0] + '*****' + s[s.find('@') - 1 :] s = ''.join(c for c in s if c.isdigit()) cnt = len(s) - 10 suf = '***-***-' + s[-4:] return suf if cnt == 0 else f'+{"*" * cnt}-...
Solution
python
run-llama__llama_index
llama-index-core/llama_index/core/agent/workflow/workflow_events.py
{ "start": 544, "end": 650 }
class ____(Event): """LLM input.""" input: list[ChatMessage] current_agent_name: str
AgentInput
python
eth-brownie__brownie
brownie/test/managers/base.py
{ "start": 427, "end": 10517 }
class ____: """ Brownie plugin base hooks. Pytest hooks in this class are used in every testing mode. """ def __init__(self, config, project): _apply_given_wrapper() self.config = config # required when brownie project is in a subfolder of another project config._r...
PytestBrownieBase
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/sql/ddl.py
{ "start": 23514, "end": 28423 }
class ____(DialectKWArgs, _TableViaSelect): """Represent a CREATE VIEW statement. This creates a new view based on a particular SELECT statement. The schema of the view is based on the columns of the SELECT statement, and the data present in the view is derived from the rows represented by the SELE...
CreateView
python
pytorch__pytorch
test/torch_np/numpy_tests/core/test_numeric.py
{ "start": 106536, "end": 108845 }
class ____(TestCase): def test_broadcast_in_args(self): # gh-5881 arrs = [ np.empty((6, 7)), np.empty((5, 6, 1)), np.empty((7,)), np.empty((5, 1, 7)), ] mits = [ np.broadcast(*arrs), np.broadcast(np.broadcast(*ar...
TestBroadcast
python
psf__black
tests/data/cases/preview_long_strings__regression.py
{ "start": 23733, "end": 23999 }
class ____: def foo(): XXXXXXXXXXXX.append(( "xxx_xxxxxxxxxx(xxxxx={}, xxxx={}, xxxxx, xxxx_xxxx_xxxxxxxxxx={})".format( xxxxx, xxxx, xxxx_xxxx_xxxxxxxxxx ), my_var, my_other_var, ))
A
python
apache__airflow
providers/google/tests/unit/google/cloud/operators/test_dataproc.py
{ "start": 18895, "end": 19545 }
class ____(DataprocTestBase): @classmethod def setup_class(cls): if AIRFLOW_V_3_0_PLUS: cls.extra_links_expected_calls = [ call.ti.xcom_push(key="conf", value=DATAPROC_JOB_CONF_EXPECTED), call.hook().wait_for_job(job_id=TEST_JOB_ID, region=GCP_REGION, project_...
DataprocJobTestBase
python
huggingface__transformers
tests/models/layoutxlm/test_processing_layoutxlm.py
{ "start": 5326, "end": 21526 }
class ____(unittest.TestCase): @cached_property def get_images(self): # we verify our implementation on 2 document images from the DocVQA dataset from datasets import load_dataset ds = load_dataset("hf-internal-testing/fixtures_docvqa", split="test") return ds[0]["image"].conver...
LayoutXLMProcessorIntegrationTests
python
astropy__astropy
astropy/cosmology/_src/tests/io/test_yaml.py
{ "start": 1648, "end": 5852 }
class ____(ToFromTestMixinBase): """ Tests for a Cosmology[To/From]Format with ``format="yaml"``. This class will not be directly called by :mod:`pytest` since its name does not begin with ``Test``. To activate the contained tests this class must be inherited in a subclass. Subclasses must define a ...
ToFromYAMLTestMixin
python
doocs__leetcode
solution/1800-1899/1855.Maximum Distance Between a Pair of Values/Solution2.py
{ "start": 0, "end": 318 }
class ____: def maxDistance(self, nums1: List[int], nums2: List[int]) -> int: m, n = len(nums1), len(nums2) ans = i = j = 0 while i < m: while j < n and nums1[i] <= nums2[j]: j += 1 ans = max(ans, j - i - 1) i += 1 return ans
Solution
python
getsentry__sentry
src/sentry/sentry_apps/api/serializers/platform_external_issue.py
{ "start": 540, "end": 1038 }
class ____(Serializer): def serialize( self, obj: PlatformExternalIssue, attrs: Mapping[str, Any], user: User | AnonymousUser | RpcUser, **kwargs: Any, ) -> PlatformExternalIssueSerializerResponse: return { "id": str(obj.id), "issueId": str...
PlatformExternalIssueSerializer
python
getsentry__sentry
src/sentry/integrations/api/endpoints/organization_integration_serverless_functions.py
{ "start": 887, "end": 3162 }
class ____(RegionOrganizationIntegrationBaseEndpoint): owner = ApiOwner.INTEGRATIONS publish_status = { "GET": ApiPublishStatus.UNKNOWN, "POST": ApiPublishStatus.UNKNOWN, } def get( self, request: Request, organization: Organization, integration_id: int, ...
OrganizationIntegrationServerlessFunctionsEndpoint
python
scipy__scipy
scipy/sparse/linalg/tests/test_onenormest.py
{ "start": 288, "end": 1069 }
class ____(scipy.sparse.linalg.LinearOperator): """ This is purely for onenormest testing. """ def __init__(self, A, B): if A.ndim != 2 or B.ndim != 2: raise ValueError('expected ndarrays representing matrices') if A.shape[1] != B.shape[0]: raise ValueError('inco...
MatrixProductOperator
python
sqlalchemy__sqlalchemy
lib/sqlalchemy/dialects/mysql/mariadb.py
{ "start": 965, "end": 1111 }
class ____(sqltypes.TypeEngine[str]): """INET6 column type for MariaDB .. versionadded:: 2.0.37 """ __visit_name__ = "INET6"
INET6
python
gevent__gevent
src/greentest/3.10/test_socket.py
{ "start": 249293, "end": 249492 }
class ____(unittest.TestCase): def test_tcp_keepalive(self): self.assertTrue(socket.TCP_KEEPALIVE) @unittest.skipUnless(sys.platform.startswith("win"), "requires Windows")
TestMacOSTCPFlags
python
huggingface__transformers
tests/models/dinov2_with_registers/test_modeling_dinov2_with_registers.py
{ "start": 11301, "end": 12840 }
class ____(unittest.TestCase): @cached_property def default_image_processor(self): return ( AutoImageProcessor.from_pretrained("facebook/dinov2-with-registers-base") if is_vision_available() else None ) @slow def test_inference_no_head(self): ...
Dinov2WithRegistersModelIntegrationTest
python
huggingface__transformers
src/transformers/models/fsmt/configuration_fsmt.py
{ "start": 781, "end": 1225 }
class ____(PreTrainedConfig): r""" Configuration class for FSMT's decoder specific things. note: this is a private helper class """ model_type = "fsmt_decoder" def __init__(self, vocab_size=0, bos_token_id=0, is_encoder_decoder=True, **kwargs): super().__init__(**kwargs) self.vocab...
DecoderConfig
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/linalg/sparse/csr_sparse_matrix_test.py
{ "start": 5017, "end": 9975 }
class ____(test.TestCase): @classmethod def setUpClass(cls): # pylint: disable=g-missing-super-call cls._gpu_available = test_util.is_gpu_available() def _testSparseSparse(self, transpose_a, transpose_b, adjoint_a, adjoint_b): if not self._gpu_available: return sparsify = lambda m: m * (m > 0...
SparseMatrixMatmulTest
python
run-llama__llama_index
llama-index-integrations/llms/llama-index-llms-you/llama_index/llms/you/base.py
{ "start": 1535, "end": 3956 }
class ____(CustomLLM): """ Wrapper around You.com's conversational Smart and Research APIs. Each API endpoint is designed to generate conversational responses to a variety of query types, including inline citations and web results when relevant. Smart Mode: - Quick, reliable answers for a ...
You
python
cython__cython
docs/examples/userguide/language_basics/override.py
{ "start": 165, "end": 244 }
class ____(B): # NOTE: no cclass decorator def foo(self): print("C")
C
python
apache__airflow
providers/common/sql/tests/unit/common/sql/operators/test_sql.py
{ "start": 2545, "end": 2654 }
class ____: def get_records(self): return def _get_mock_db_hook(): return MockHook()
MockHook
python
django__django
django/contrib/auth/backends.py
{ "start": 9371, "end": 12845 }
class ____(ModelBackend): """ This backend is to be used in conjunction with the ``RemoteUserMiddleware`` found in the middleware module of this package, and is used when the server is handling authentication outside of Django. By default, the ``authenticate`` method creates ``User`` objects for ...
RemoteUserBackend
python
getsentry__sentry
src/sentry/migrations/0974_hc_json_field.py
{ "start": 244, "end": 2057 }
class ____(CheckedMigration): # This flag is used to mark that a migration shouldn't be automatically run in production. # This should only be used for operations where it's safe to run the migration after your # code has deployed. So this should not be used for most operations that alter the schema # o...
Migration
python
numba__numba
numba/tests/test_extending_types.py
{ "start": 734, "end": 4990 }
class ____(unittest.TestCase): def setUp(self): class Dummy(object): def __init__(self, value): self.value = value class DummyType(types.Type): def __init__(self): super(DummyType, self).__init__(name='Dummy') dummy_type = DummyType(...
TestExtTypDummy
python
ray-project__ray
python/ray/autoscaler/v2/tests/test_node_provider.py
{ "start": 10917, "end": 29381 }
class ____(unittest.TestCase): def setUp(self): raycluster_cr = get_basic_ray_cr() # Remove fake TPU and GPU worker groups from CR since podlist1 only # contains small-group. raycluster_cr["spec"]["workerGroupSpecs"][1]["replicas"] = 0 raycluster_cr["spec"]["workerGroupSpecs"...
KubeRayProviderIntegrationTest
python
getsentry__sentry
src/sentry/metrics/logging.py
{ "start": 103, "end": 1983 }
class ____(MetricsBackend): def incr( self, key: str, instance: str | None = None, tags: Tags | None = None, amount: float | int = 1, sample_rate: float = 1, unit: str | None = None, stacklevel: int = 0, ) -> None: logger.debug("%r: %+g", k...
LoggingBackend
python
scikit-learn__scikit-learn
sklearn/utils/_tags.py
{ "start": 6126, "end": 9817 }
class ____: """Tags for the estimator. See :ref:`estimator_tags` for more information. Parameters ---------- estimator_type : str or None The type of the estimator. Can be one of: - "classifier" - "regressor" - "transformer" - "clusterer" - "outlier_...
Tags
python
ansible__ansible
lib/ansible/utils/context_objects.py
{ "start": 1589, "end": 1907 }
class ____(Singleton, ABCMeta): """ Combine ABCMeta based classes with Singleton based classes Combine Singleton and ABCMeta so we have a metaclass that unambiguously knows which can override the other. Useful for making new types of containers which are also Singletons. """ pass
_ABCSingleton
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/random/random_ops_test.py
{ "start": 10161, "end": 15773 }
class ____(RandomOpTestCommon): def _Sampler(self, num, minv, maxv, dtype, use_gpu, seed=None): def func(): with self.session(use_gpu=use_gpu, graph=ops.Graph()) as sess: rng = random_ops.random_uniform( [num], minval=minv, maxval=maxv, dtype=dtype, seed=seed) ret = np.empty([1...
RandomUniformTest
python
huggingface__transformers
src/transformers/models/llava_next_video/modeling_llava_next_video.py
{ "start": 7740, "end": 13349 }
class ____(PreTrainedModel): config: LlavaNextVideoConfig base_model_prefix = "model" input_modalities = ("image", "video", "text") supports_gradient_checkpointing = True _no_split_modules = ["LlamaDecoderLayer"] _skip_keys_device_placement = "past_key_values" _supports_flash_attn = True ...
LlavaNextVideoPreTrainedModel
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/operators/cloud_run.py
{ "start": 3833, "end": 6086 }
class ____(GoogleCloudBaseOperator): """ Updates a job and wait for the operation to be completed. Pushes the updated job to xcom. :param project_id: Required. The ID of the Google Cloud project that the service belongs to. :param region: Required. The ID of the Google Cloud region that the service bel...
CloudRunUpdateJobOperator
python
django__django
tests/auth_tests/test_auth_backends.py
{ "start": 50557, "end": 52696 }
class ____(TestCase): backend = "auth_tests.test_auth_backends.CustomModelBackend" other_backend = "auth_tests.test_auth_backends.OtherModelBackend" username = "username" password = "password" def assertBackendInSession(self, backend): request = HttpRequest() request.session = self....
SelectingBackendTests
python
pydata__xarray
xarray/tests/test_datatree.py
{ "start": 85904, "end": 86416 }
class ____: def __init__(self): self.closed = False def close(self): if self.closed: raise RuntimeError("already closed") self.closed = True @pytest.fixture def tree_and_closers(): tree = DataTree.from_dict({"/child/grandchild": None}) closers = { "/": Clos...
Closer
python
google__jax
jax/experimental/pallas/ops/tpu/paged_attention/quantization_utils.py
{ "start": 703, "end": 2556 }
class ____(NamedTuple): """A tensor which has been quantized to int8 and its scales. Attributes: weight: Weight scales: Scales """ weight: jnp.ndarray scales: jnp.ndarray def to_int8(x: jnp.ndarray, h: jnp.ndarray) -> jnp.ndarray: """Converts a float array to an int8 array with a scale. Args:...
QuantizedTensor
python
pytorch__pytorch
torch/_dynamo/convert_frame.py
{ "start": 68221, "end": 76285 }
class ____: def __init__( self, compiler_fn: CompilerFn, hooks: Hooks, package: Optional[CompilePackage] = None, ) -> None: self._torchdynamo_orig_backend = compiler_fn self._inner_convert = convert_frame_assert( compiler_fn, one_graph=False, package=p...
ConvertFrame
python
sympy__sympy
sympy/codegen/fnodes.py
{ "start": 18470, "end": 18605 }
class ____(FFunction): """ Fortran complex conversion function. """ nargs = 2 # may be extended to (2, 3) at a later point
cmplx
python
openai__openai-python
src/openai/types/responses/response_output_text.py
{ "start": 482, "end": 804 }
class ____(BaseModel): file_id: str """The ID of the file.""" filename: str """The filename of the file cited.""" index: int """The index of the file in the list of files.""" type: Literal["file_citation"] """The type of the file citation. Always `file_citation`."""
AnnotationFileCitation
python
huggingface__transformers
src/transformers/models/clvp/modeling_clvp.py
{ "start": 28427, "end": 34711 }
class ____(nn.Module): """ This class processes the log-mel spectrograms(extracted by the Feature Extractor) and text tokens(produced by the tokenizer) as inputs for the decoder model. First each log-mel spectrogram is processed into a single vector which captures valuable characteristics from each ...
ClvpConditioningEncoder
python
python-excel__xlrd
tests/test_biffh.py
{ "start": 272, "end": 575 }
class ____(unittest.TestCase): def test_hex_char_dump(self): sio = StringIO() biffh.hex_char_dump(b"abc\0e\01", 0, 6, fout=sio) s = sio.getvalue() assert "61 62 63 00 65 01" in s, s assert "abc~e?" in s, s if __name__=='__main__': unittest.main()
TestHexDump
python
prompt-toolkit__python-prompt-toolkit
src/prompt_toolkit/history.py
{ "start": 8066, "end": 9441 }
class ____(History): """ :class:`.History` class that stores all strings in a file. """ def __init__(self, filename: _StrOrBytesPath) -> None: self.filename = filename super().__init__() def load_history_strings(self) -> Iterable[str]: strings: list[str] = [] lines:...
FileHistory
python
doocs__leetcode
solution/0300-0399/0384.Shuffle an Array/Solution.py
{ "start": 0, "end": 580 }
class ____: def __init__(self, nums: List[int]): self.nums = nums self.original = nums.copy() def reset(self) -> List[int]: self.nums = self.original.copy() return self.nums def shuffle(self) -> List[int]: for i in range(len(self.nums)): j = random.randr...
Solution
python
joke2k__faker
tests/providers/test_currency.py
{ "start": 11521, "end": 11946 }
class ____: """Test fr_FR currency provider""" num_samples = 100 @classmethod def setup_class(cls): from faker.providers.currency.fr_FR import Provider as FrFrCurrencyProvider cls.provider = FrFrCurrencyProvider def test_pricetag(self, faker, num_samples): for _ in range(...
TestFrFr
python
openai__gym
gym/envs/mujoco/inverted_double_pendulum_v4.py
{ "start": 109, "end": 9332 }
class ____(MujocoEnv, utils.EzPickle): """ ### Description This environment originates from control theory and builds on the cartpole environment based on the work done by Barto, Sutton, and Anderson in ["Neuronlike adaptive elements that can solve difficult learning control problems"](https://ieee...
InvertedDoublePendulumEnv
python
PyCQA__pylint
pylint/pyreverse/printer.py
{ "start": 566, "end": 770 }
class ____(Enum): INHERITS = "inherits" COMPOSITION = "composition" ASSOCIATION = "association" AGGREGATION = "aggregation" USES = "uses" TYPE_DEPENDENCY = "type_dependency"
EdgeType
python
aio-libs__aiohttp
aiohttp/_websocket/models.py
{ "start": 1359, "end": 1688 }
class ____(NamedTuple): data: bytes size: int extra: str | None = None type: Literal[WSMsgType.BINARY] = WSMsgType.BINARY def json( self, *, loads: Callable[[str | bytes | bytearray], Any] = json.loads ) -> Any: """Return parsed JSON data.""" return loads(self.data)
WSMessageBinary
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeNarrowingFalsy1.py
{ "start": 2006, "end": 2180 }
class ____(NT1): pass def func9(val: NT2) -> None: if val: reveal_type(val, expected_text="NT2") else: reveal_type(val, expected_text="Never")
NT2
python
getsentry__sentry
src/sentry/rules/conditions/event_frequency.py
{ "start": 32678, "end": 39322 }
class ____(BaseEventFrequencyCondition): id = "sentry.rules.conditions.event_frequency.EventFrequencyPercentCondition" label = "The issue affects more than {value} percent of sessions in {interval}" logger = logging.getLogger("sentry.rules.event_frequency") def __init__(self, *args: Any, **kwargs: Any)...
EventFrequencyPercentCondition
python
PrefectHQ__prefect
tests/utilities/test_importtools.py
{ "start": 596, "end": 11546 }
class ____: pass # Note we use the hosted API to avoid Postgres engine caching errors pytest.mark.usefixtures("hosted_orion") @pytest.mark.parametrize( "obj,expected", [ (to_qualified_name, "prefect.utilities.importtools.to_qualified_name"), (prefect.tasks.Task, "prefect.tasks.Task"), ...
Foo
python
psf__black
tests/data/cases/class_methods_new_line.py
{ "start": 30, "end": 68 }
class ____: a = 1
ClassWithSingleField
python
keras-team__keras
keras/src/layers/preprocessing/mel_spectrogram.py
{ "start": 250, "end": 14697 }
class ____(DataLayer): """A preprocessing layer to convert raw audio signals to Mel spectrograms. This layer takes `float32`/`float64` single or batched audio signal as inputs and computes the Mel spectrogram using Short-Time Fourier Transform and Mel scaling. The input should be a 1D (unbatched) or 2D...
MelSpectrogram
python
pandas-dev__pandas
pandas/tests/series/test_arithmetic.py
{ "start": 33110, "end": 36304 }
class ____: @pytest.mark.parametrize( "dtype1, dtype2, dtype_expected, dtype_mul", ( ("Int64", "Int64", "Int64", "Int64"), ("float", "float", "float", "float"), ("Int64", "float", "Float64", "Float64"), ("Int64", "Float64", "Float64", "Float64"), ...
TestInplaceOperations
python
prompt-toolkit__python-prompt-toolkit
src/prompt_toolkit/layout/processors.py
{ "start": 1641, "end": 2255 }
class ____(metaclass=ABCMeta): """ Manipulate the fragments for a given line in a :class:`~prompt_toolkit.layout.controls.BufferControl`. """ @abstractmethod def apply_transformation( self, transformation_input: TransformationInput ) -> Transformation: """ Apply tran...
Processor
python
pytorch__pytorch
torch/ao/quantization/_learnable_fake_quantize.py
{ "start": 110, "end": 7959 }
class ____(torch.ao.quantization.FakeQuantizeBase): r"""Generalized extension of the FakeQuantize module in fake_quantize.py. This is an extension of the FakeQuantize module in fake_quantize.py, which supports more generalized lower-bit quantization and supports learning of the scale and zero point par...
_LearnableFakeQuantize
python
huggingface__transformers
tests/models/patchtsmixer/test_modeling_patchtsmixer.py
{ "start": 18063, "end": 20996 }
class ____(unittest.TestCase): def test_pretrain_head(self): model = PatchTSMixerForPretraining.from_pretrained("ibm/patchtsmixer-etth1-pretrain").to(torch_device) batch = prepare_batch() torch.manual_seed(0) with torch.no_grad(): output = model(past_values=batch["past_v...
PatchTSMixerModelIntegrationTests
python
numpy__numpy
numpy/ma/tests/test_subclassing.py
{ "start": 13507, "end": 15150 }
class ____: """Quantity-like class that does not inherit from ndarray""" def __init__(self, data, units): self.magnitude = data self.units = units def __getattr__(self, attr): return getattr(self.magnitude, attr) def test_array_no_inheritance(): data_masked = np.ma.array([1, 2...
ArrayNoInheritance
python
redis__redis-py
tests/test_credentials.py
{ "start": 22020, "end": 22867 }
class ____: @pytest.mark.parametrize( "r_entra", [ { "cred_provider_class": EntraIdCredentialsProvider, "single_connection_client": False, }, { "cred_provider_class": EntraIdCredentialsProvider, "sing...
TestClusterEntraIdCredentialsProvider
python
numba__numba
numba/tests/test_dictobject.py
{ "start": 28300, "end": 29450 }
class ____(TestCase): def check_good(self, fromty, toty): _sentry_safe_cast(fromty, toty) def check_bad(self, fromty, toty): with self.assertRaises(TypingError) as raises: _sentry_safe_cast(fromty, toty) self.assertIn( 'cannot safely cast {fromty} to {toty}'.form...
TestDictTypeCasting
python
dagster-io__dagster
python_modules/dagster-graphql/dagster_graphql/schema/roots/mutation.py
{ "start": 7777, "end": 8031 }
class ____(graphene.Interface): """Interface indicating that a run was terminated.""" run = graphene.Field(graphene.NonNull(GrapheneRun)) class Meta: name = "TerminatePipelineExecutionSuccess"
GrapheneTerminatePipelineExecutionSuccess
python
apache__airflow
providers/amazon/tests/unit/amazon/aws/operators/test_s3.py
{ "start": 16008, "end": 16946 }
class ____: def test_execute(self): operator = S3ListOperator( task_id="test-s3-list-operator", bucket=BUCKET_NAME, prefix="TEST", delimiter=".csv", ) operator.hook = mock.MagicMock() operator.hook.list_keys.return_value = ["TEST1.csv",...
TestS3ListOperator
python
sqlalchemy__sqlalchemy
test/orm/test_froms.py
{ "start": 35545, "end": 39132 }
class ____(fixtures.MappedTest, AssertsCompiledSQL): run_setup_mappers = "once" @classmethod def define_tables(cls, metadata): Table( "a", metadata, Column( "id", Integer, primary_key=True, test_needs_autoincrement=True ), ...
AddEntityEquivalenceTest
python
viewflow__viewflow
viewflow/workflow/apps.py
{ "start": 91, "end": 344 }
class ____(AppConfig): """Default application config.""" default_auto_field = "django.db.models.BigAutoField" name = "viewflow.workflow" label = "viewflow" # keep backward compatible with 1.x verbose_name = _("Workflow")
WorkflowConfig
python
getsentry__sentry
src/sentry/api/endpoints/release_thresholds/release_threshold_status_index.py
{ "start": 3898, "end": 22101 }
class ____(OrganizationReleasesBaseEndpoint): owner: ApiOwner = ApiOwner.ENTERPRISE publish_status = { "GET": ApiPublishStatus.PUBLIC, } @extend_schema( operation_id="Retrieve Statuses of Release Thresholds (Alpha)", parameters=[GlobalParams.ORG_ID_OR_SLUG, ReleaseThresholdStatu...
ReleaseThresholdStatusIndexEndpoint
python
pytorch__pytorch
torch/distributed/elastic/rendezvous/api.py
{ "start": 4400, "end": 7806 }
class ____(ABC): """Main rendezvous interface. Note: Distributed Torch users normally **do not** need to implement their own ``RendezvousHandler``. An implementation based on C10d Store is already provided, and is recommended for most users. """ @abstractmethod def get_back...
RendezvousHandler
python
pyinstaller__pyinstaller
bootloader/waflib/Task.py
{ "start": 19098, "end": 27668 }
class ____(object): def __init__(self, prev, next): self.prev = prev self.next = next self.done = False def get_hasrun(self): for k in self.prev: if not k.hasrun: return NOT_RUN return SUCCESS hasrun = property(get_hasrun, None) def set...
TaskGroup
python
huggingface__transformers
src/transformers/models/qwen2_5_omni/processing_qwen2_5_omni.py
{ "start": 1530, "end": 2213 }
class ____(ProcessingKwargs, total=False): videos_kwargs: Qwen2_5_OmniVideosKwargs _defaults = { "text_kwargs": { "padding": False, "padding_side": "left", }, "videos_kwargs": { "seconds_per_chunk": 2.0, "position_id_per_seconds": 25, ...
Qwen2_5OmniProcessorKwargs
python
ansible__ansible
test/lib/ansible_test/_internal/util_common.py
{ "start": 2147, "end": 2930 }
class ____: """A simple substitution template for shell scripts.""" def __init__(self, template: str) -> None: self.template = template def substitute(self, **kwargs: t.Union[str, list[str]]) -> str: """Return a string templated with the given arguments.""" kvp = dict((k, self.quot...
ShellScriptTemplate
python
streamlit__streamlit
lib/streamlit/components/v2/bidi_component/serialization.py
{ "start": 6697, "end": 9403 }
class ____: """Serialization and deserialization logic for a bidirectional component. This class handles the conversion of component state between the frontend (JSON strings) and the backend (Python objects). The canonical shape is a flat mapping of state keys to values. Parameters ----------...
BidiComponentSerde
python
huggingface__transformers
src/transformers/models/seggpt/image_processing_seggpt.py
{ "start": 3143, "end": 31072 }
class ____(BaseImageProcessor): r""" Constructs a SegGpt image processor. Args: do_resize (`bool`, *optional*, defaults to `True`): Whether to resize the image's (height, width) dimensions to the specified `(size["height"], size["width"])`. Can be overridden by the `do_resiz...
SegGptImageProcessor
python
pandas-dev__pandas
pandas/tests/extension/list/array.py
{ "start": 793, "end": 3973 }
class ____(ExtensionArray): dtype = ListDtype() __array_priority__ = 1000 def __init__(self, values, dtype=None, copy=False) -> None: if not isinstance(values, np.ndarray): raise TypeError("Need to pass a numpy array as values") for val in values: if not isinstance(v...
ListArray
python
lepture__authlib
tests/flask/test_oauth1/oauth1_server.py
{ "start": 2227, "end": 3141 }
class ____(TemporaryCredentialMixin, db.Model): id = db.Column(db.Integer, primary_key=True) user_id = db.Column(db.Integer, db.ForeignKey("user.id", ondelete="CASCADE")) user = db.relationship("User") client_id = db.Column(db.String(48), index=True) oauth_token = db.Column(db.String(84), unique=Tru...
TemporaryCredential
python
dagster-io__dagster
python_modules/libraries/dagster-airbyte/dagster_airbyte/managed/generated/sources.py
{ "start": 129685, "end": 130564 }
class ____(GeneratedAirbyteSource): @public def __init__(self, name: str, api_key: str, start_date: str, interval: str): """Airbyte Source for Chartmogul. Documentation can be found at https://docs.airbyte.com/integrations/sources/chartmogul Args: name (str): The name of th...
ChartmogulSource
python
streamlit__streamlit
lib/streamlit/errors.py
{ "start": 3035, "end": 3094 }
class ____(StreamlitAPIException): pass
DuplicateWidgetID
python
Pylons__pyramid
src/pyramid/static.py
{ "start": 11395, "end": 12265 }
class ____: """ An implementation of :class:`~pyramid.interfaces.ICacheBuster` which adds a token for cache busting in the query string of an asset URL. The optional ``param`` argument determines the name of the parameter added to the query string and defaults to ``'x'``. To use this class, su...
QueryStringCacheBuster
python
palantir__python-language-server
pyls/config/source.py
{ "start": 138, "end": 2481 }
class ____(object): """Base class for implementing a config source.""" def __init__(self, root_path): self.root_path = root_path self.is_windows = sys.platform == 'win32' self.xdg_home = os.environ.get( 'XDG_CONFIG_HOME', os.path.expanduser('~/.config') ) def us...
ConfigSource
python
scipy__scipy
benchmarks/benchmarks/go_benchmark_functions/go_funcs_X.py
{ "start": 2778, "end": 4204 }
class ____(Benchmark): r""" Xin-She Yang 3 objective function. This class defines the Xin-She Yang 3 [1]_ global optimization problem. This is a multimodal minimization problem defined as follows: .. math:: f_{\text{XinSheYang03}}(x) = e^{-\sum_{i=1}^{n} (x_i/\beta)^{2m}} ...
XinSheYang03
python
realpython__materials
python-unittest/vehicles.py
{ "start": 106, "end": 249 }
class ____(Vehicle): def __init__(self, make, model, max_speed): super().__init__(make, model) self.max_speed = max_speed
Car
python
plotly__plotly.py
plotly/graph_objs/volume/colorbar/_tickformatstop.py
{ "start": 233, "end": 8509 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "volume.colorbar" _path_str = "volume.colorbar.tickformatstop" _valid_props = {"dtickrange", "enabled", "name", "templateitemname", "value"} @property def dtickrange(self): """ range [*min*, *max*], where "min", "max" - dti...
Tickformatstop
python
cookiecutter__cookiecutter
cookiecutter/exceptions.py
{ "start": 361, "end": 643 }
class ____(CookiecutterException): """ Exception for when a project's input dir is not templated. The name of the input directory should always contain a string that is rendered to something else, so that input_dir != output_dir. """
NonTemplatedInputDirException
python
anthropics__anthropic-sdk-python
src/anthropic/types/shared/error_response.py
{ "start": 256, "end": 377 }
class ____(BaseModel): error: ErrorObject request_id: Optional[str] = None type: Literal["error"]
ErrorResponse
python
ansible__ansible
test/lib/ansible_test/_internal/host_profiles.py
{ "start": 14981, "end": 15338 }
class ____[THostConfig: HostConfig](HostProfile[THostConfig], metaclass=abc.ABCMeta): """Base class for profiles offering SSH connectivity.""" @abc.abstractmethod def get_controller_target_connections(self) -> list[SshConnection]: """Return SSH connection(s) for accessing the host as a target from ...
SshTargetHostProfile
python
sqlalchemy__sqlalchemy
examples/sharding/separate_tables.py
{ "start": 3354, "end": 10852 }
class ____(Base): __tablename__ = "_prefix__weather_reports" id: Mapped[int] = mapped_column(primary_key=True) location_id: Mapped[int] = mapped_column( ForeignKey("_prefix__weather_locations.id") ) temperature: Mapped[float] report_time: Mapped[datetime.datetime] = mapped_column( ...
Report
python
getsentry__sentry
tests/sentry/api/endpoints/test_admin_project_configs.py
{ "start": 248, "end": 8722 }
class ____(APITestCase): endpoint = "sentry-api-0-internal-project-config" def setUp(self) -> None: super().setUp() self.owner = self.create_user( email="example@example.com", is_superuser=False, is_staff=True, is_active=True ) self.org = self.create_organization(own...
AdminRelayProjectConfigsEndpointTest
python
encode__django-rest-framework
tests/schemas/test_coreapi.py
{ "start": 1582, "end": 1640 }
class ____(serializers.Serializer): pass
EmptySerializer