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python
mlflow__mlflow
mlflow/tracing/utils/timeout.py
{ "start": 1704, "end": 3900 }
class ____(Cache): """ This code is ported from cachetools library to avoid depending on the private class. https://github.com/tkem/cachetools/blob/d44c98407030d2e91cbe82c3997be042d9c2f0de/src/cachetools/__init__.py#L376 """ class _Timer: def __init__(self, timer): self.__timer ...
_TimedCache
python
marshmallow-code__marshmallow
tests/base.py
{ "start": 4409, "end": 6017 }
class ____(Schema): name = fields.String() age: fields.Field = fields.Float() created = fields.DateTime() created_formatted = fields.DateTime( format="%Y-%m-%d", attribute="created", dump_only=True ) created_iso = fields.DateTime(format="iso", attribute="created", dump_only=True) upd...
UserSchema
python
explosion__spaCy
spacy/lang/el/__init__.py
{ "start": 410, "end": 696 }
class ____(BaseDefaults): tokenizer_exceptions = TOKENIZER_EXCEPTIONS prefixes = TOKENIZER_PREFIXES suffixes = TOKENIZER_SUFFIXES infixes = TOKENIZER_INFIXES lex_attr_getters = LEX_ATTRS stop_words = STOP_WORDS syntax_iterators = SYNTAX_ITERATORS
GreekDefaults
python
facelessuser__pymdown-extensions
pymdownx/snippets.py
{ "start": 1518, "end": 1595 }
class ____(Exception): """Snippet missing exception."""
SnippetMissingError
python
django__django
django/tasks/base.py
{ "start": 5272, "end": 7527 }
class ____: task: Task id: str # Unique identifier for the task result. status: TaskResultStatus enqueued_at: Optional[datetime] # Time the task was enqueued. started_at: Optional[datetime] # Time the task was started. finished_at: Optional[datetime] # Time the task was finished. # Tim...
TaskResult
python
huggingface__transformers
src/transformers/models/falcon_h1/modular_falcon_h1.py
{ "start": 7983, "end": 10127 }
class ____(LlamaAttention): def __init__(self, config: FalconH1Config, layer_idx: int): super().__init__(config, layer_idx) self.key_multiplier = config.key_multiplier def forward( self, hidden_states: torch.Tensor, position_embeddings: tuple[torch.Tensor, torch.Tensor],...
FalconH1Attention
python
numba__numba
numba/tests/test_boundscheck.py
{ "start": 4064, "end": 6803 }
class ____(TestCase): @TestCase.run_test_in_subprocess(envvars={'NUMBA_BOUNDSCHECK': ''}) def test_basic_array_boundscheck(self): self.assertIsNone(config.BOUNDSCHECK) a = np.arange(5) # Check the numpy behavior to make sure the test is correct with self.assertRaises(IndexError)...
TestBoundsCheckError
python
ray-project__ray
python/ray/llm/_internal/serve/serving_patterns/prefill_decode/pd_server.py
{ "start": 893, "end": 6416 }
class ____(LLMServerProtocol): """Proxy between P/D LLM servers. This class implements the LLMServerProtocol but doesn't have a real engine. It forwards requests to prefill and decode servers for disaggregated inference. For chat and completions, proxy sends the request to the prefill server and t...
PDProxyServer
python
apache__airflow
providers/trino/tests/unit/trino/hooks/test_trino.py
{ "start": 2156, "end": 12323 }
class ____: @patch(BASIC_AUTHENTICATION) @patch(TRINO_DBAPI_CONNECT) @patch(HOOK_GET_CONNECTION) def test_get_conn_basic_auth(self, mock_get_connection, mock_connect, mock_basic_auth): self.set_get_connection_return_value(mock_get_connection, password="password") TrinoHook().get_conn() ...
TestTrinoHookConn
python
airbytehq__airbyte
airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/common.py
{ "start": 884, "end": 948 }
class ____(Exception): """Scheduled job failed"""
JobException
python
keras-team__keras
keras/src/ops/numpy.py
{ "start": 65938, "end": 66626 }
class ____(Operation): def call(self, x): return backend.numpy.cos(x) def compute_output_spec(self, x): dtype = backend.standardize_dtype(getattr(x, "dtype", backend.floatx())) if dtype == "int64": dtype = backend.floatx() else: dtype = dtypes.result_type...
Cos
python
scipy__scipy
scipy/signal/tests/test_peak_finding.py
{ "start": 11813, "end": 16430 }
class ____: def test_empty(self): """ Test if an empty array is returned if no peaks are provided. """ out = peak_prominences([1, 2, 3], []) for arr, dtype in zip(out, [np.float64, np.intp, np.intp]): assert arr.size == 0 assert arr.dtype == dtype ...
TestPeakProminences
python
sympy__sympy
sympy/solvers/diophantine/diophantine.py
{ "start": 22434, "end": 24995 }
class ____(DiophantineEquationType): """ Representation of a homogeneous ternary quadratic normal diophantine equation. Examples ======== >>> from sympy.abc import x, y, z >>> from sympy.solvers.diophantine.diophantine import HomogeneousTernaryQuadraticNormal >>> HomogeneousTernaryQuadrati...
HomogeneousTernaryQuadraticNormal
python
getsentry__sentry
tests/sentry/integrations/utils/test_sync.py
{ "start": 9000, "end": 29093 }
class ____(TestCase): @pytest.fixture(autouse=True) def mock_where_should_sync(self): with mock.patch( "sentry.integrations.utils.sync.where_should_sync" ) as mock_where_should_sync: mock_where_should_sync.return_value = [self.organization] yield mock_where_s...
TestSyncAssigneeInboundByExternalActor
python
getsentry__sentry
src/sentry/preprod/models.py
{ "start": 18244, "end": 20657 }
class ____(DefaultFieldsModel): """ Represents a size comparison between two preprod artifact size analyses. This is created when a user manually compares builds or when Git based comparisons are run. """ __relocation_scope__ = RelocationScope.Excluded head_size_analysis = FlexibleForeignKey( ...
PreprodArtifactSizeComparison
python
Delgan__loguru
loguru/_file_sink.py
{ "start": 2487, "end": 5093 }
class ____: @staticmethod def forward_day(t): return t + datetime.timedelta(days=1) @staticmethod def forward_weekday(t, weekday): while True: t += datetime.timedelta(days=1) if t.weekday() == weekday: return t @staticmethod def forward_i...
Rotation
python
Textualize__textual
tests/snapshot_tests/snapshot_apps/bind_override.py
{ "start": 158, "end": 494 }
class ____(Widget, can_focus=True): BINDINGS = [ Binding("space", "app.bell", "Bell (Widget)"), Binding("a", "app.notify('a widget')", "widget"), Binding("b", "app.notify('b widget')", "widget"), ] DEFAULT_CSS = """ MyWidget { border: solid green; height: 5; ...
MyWidget
python
tensorflow__tensorflow
tensorflow/python/kernel_tests/math_ops/matmul_op_test.py
{ "start": 5162, "end": 7824 }
class ____(test_lib.TestCase): pass # Will be filled in below. def _GetMatMulGradientTest(a_np_, b_np_, use_static_shape_, **kwargs_): @test_util.run_without_tensor_float_32("Tests matmul") def Test(self): if not use_static_shape_ or a_np_.dtype in (np.int32, np.int64, np.float16): self.skipTest("Sk...
MatMulGradientTest
python
kamyu104__LeetCode-Solutions
Python/maximum-array-hopping-score-i.py
{ "start": 50, "end": 369 }
class ____(object): def maxScore(self, nums): """ :type nums: List[int] :rtype: int """ result = mx = 0 for i in reversed(xrange(1, len(nums))): mx = max(mx, nums[i]) result += mx return result # Time: O(n^2) # Space: O(n) # dp
Solution
python
Textualize__textual
docs/examples/app/question_title02.py
{ "start": 126, "end": 800 }
class ____(App[str]): CSS_PATH = "question02.tcss" TITLE = "A Question App" SUB_TITLE = "The most important question" def compose(self) -> ComposeResult: yield Header() yield Label("Do you love Textual?", id="question") yield Button("Yes", id="yes", variant="primary") yi...
MyApp
python
ray-project__ray
python/ray/_common/usage/usage_lib.py
{ "start": 2697, "end": 2933 }
class ____: total_num_cpus: Optional[int] = None total_num_gpus: Optional[int] = None total_memory_gb: Optional[float] = None total_object_store_memory_gb: Optional[float] = None @dataclass(init=True)
ClusterStatusToReport
python
huggingface__transformers
src/transformers/models/gemma2/modular_gemma2.py
{ "start": 13907, "end": 16603 }
class ____(GemmaAttention): def __init__(self, config: Gemma2Config, layer_idx: int): self.layer_type = config.layer_types[layer_idx] if hasattr(config, "layer_types") else None super().__init__(config, layer_idx) self.attn_logit_softcapping = self.config.attn_logit_softcapping self...
Gemma2Attention
python
microsoft__pyright
packages/pyright-internal/src/tests/samples/typeNarrowingLiteralMember1.py
{ "start": 388, "end": 459 }
class ____: kind: str kind_class: str c: int is_a: bool
C
python
walkccc__LeetCode
solutions/1632. Rank Transform of a Matrix/1632.py
{ "start": 575, "end": 1570 }
class ____: def matrixRankTransform(self, matrix: list[list[int]]) -> list[list[int]]: m = len(matrix) n = len(matrix[0]) ans = [[0] * n for _ in range(m)] # {val: [(i, j)]} valToGrids = collections.defaultdict(list) # rank[i] := the maximum rank of the row or column so far maxRankSoFar = ...
Solution
python
pytorch__pytorch
torch/_dynamo/variables/user_defined.py
{ "start": 37685, "end": 73064 }
class ____(UserDefinedVariable): """ Mostly objects of defined type. Catch-all for something where we only know the type. """ _nonvar_fields = { "value", "value_type", "attrs_directly_modifed_on_dict", *UserDefinedVariable._nonvar_fields, } def __init__( ...
UserDefinedObjectVariable
python
redis__redis-py
redis/asyncio/cluster.py
{ "start": 67252, "end": 72263 }
class ____(AbstractRedis, AbstractRedisCluster, AsyncRedisClusterCommands): """ Create a new ClusterPipeline object. Usage:: result = await ( rc.pipeline() .set("A", 1) .get("A") .hset("K", "F", "V") .hgetall("K") .mset_nonato...
ClusterPipeline
python
walkccc__LeetCode
solutions/401. Binary Watch/401-2.py
{ "start": 0, "end": 244 }
class ____: def readBinaryWatch(self, turnedOn: int) -> list[str]: ans = [] for h in range(12): for m in range(60): if h.bit_count() + m.bit_count() == turnedOn: ans.append(f'{h}:{m:02d}') return ans
Solution
python
ansible__ansible
lib/ansible/_internal/_templating/_access.py
{ "start": 174, "end": 1199 }
class ____(metaclass=abc.ABCMeta): """Base class for a context manager that, when active, receives notification of managed access for types/tags in which it has registered an interest.""" _type_interest: t.FrozenSet[type] = frozenset() """Set of types (including tag types) for which this context will be no...
NotifiableAccessContextBase
python
jazzband__django-simple-history
simple_history/tests/tests/test_models.py
{ "start": 64176, "end": 65115 }
class ____(TestCase): def setUp(self): self.poll = PollWithExcludedFieldsWithDefaults.objects.create( question="what's up?", pub_date=today, max_questions=12 ) self.historical = self.poll.history.order_by("pk")[0] self.poll.delete() def test_restore_deleted_poll_excl...
ExcludeFieldsForDeletedObjectTest
python
davidhalter__parso
parso/python/tokenize.py
{ "start": 1385, "end": 8263 }
class ____(NamedTuple): pseudo_token: Pattern single_quoted: Set[str] triple_quoted: Set[str] endpats: Dict[str, Pattern] whitespace: Pattern fstring_pattern_map: Dict[str, str] always_break_tokens: Tuple[str] BOM_UTF8_STRING = BOM_UTF8.decode('utf-8') _token_collection_cache: Dict[Python...
TokenCollection
python
allegroai__clearml
clearml/backend_api/services/v2_9/tasks.py
{ "start": 243616, "end": 245695 }
class ____(Request): """ Get the list of task configurations :param tasks: Task IDs :type tasks: Sequence[str] :param names: Names of the configuration items to retreive. If not passed or empty then all the configurations will be retreived. :type names: Sequence[str] """ _servi...
GetConfigurationsRequest
python
openai__openai-python
tests/api_resources/beta/threads/test_messages.py
{ "start": 508, "end": 12498 }
class ____: parametrize = pytest.mark.parametrize("client", [False, True], indirect=True, ids=["loose", "strict"]) @parametrize def test_method_create(self, client: OpenAI) -> None: with pytest.warns(DeprecationWarning): message = client.beta.threads.messages.create( thr...
TestMessages
python
scipy__scipy
scipy/signal/tests/test_windows.py
{ "start": 22545, "end": 24307 }
class ____: def test_basic(self, xp): xp_assert_close(windows.kaiser(6, 0.5, xp=xp), xp.asarray([0.9403061933191572, 0.9782962393705389, 0.9975765035372042, 0.9975765035372042, 0.9782962393705389, 0.940306193319...
TestKaiser
python
huggingface__transformers
src/transformers/integrations/tensor_parallel.py
{ "start": 30072, "end": 31339 }
class ____(ColwiseParallel): def shard_tensor( self, param, param_type=None, param_casting_dtype=None, to_contiguous=None, rank=None, device_mesh=None, tensor_idx=None, ): device_mesh = device_mesh or self.device_mesh empty_param = ...
PackedColwiseParallel
python
cookiecutter__cookiecutter
cookiecutter/exceptions.py
{ "start": 2494, "end": 2709 }
class ____(CookiecutterException): """ Exception for incompatible modes. Raised when cookiecutter is called with both `no_input==True` and `replay==True` at the same time. """
InvalidModeException
python
spack__spack
lib/spack/spack/traverse.py
{ "start": 1095, "end": 1883 }
class ____: """A simple visitor that accepts all edges unconditionally and follows all edges to dependencies of a given ``deptype``.""" def __init__(self, depflag: dt.DepFlag = dt.ALL): self.depflag = depflag def accept(self, item): """ Arguments: item (EdgeAndDepth...
BaseVisitor
python
allegroai__clearml
clearml/storage/helper.py
{ "start": 2385, "end": 5739 }
class ____(metaclass=ABCMeta): _certs_cache_context = "certs" _file_server_hosts = None @classmethod def get_logger(cls) -> logging.Logger: return get_logger("storage") @abstractmethod def get_container( self, container_name: str, config: Optional[Any] = None, ...
_Driver
python
aimacode__aima-python
gui/tsp.py
{ "start": 170, "end": 1429 }
class ____(Problem): """subclass of Problem to define various functions""" def two_opt(self, state): """Neighbour generating function for Traveling Salesman Problem""" neighbour_state = state[:] left = random.randint(0, len(neighbour_state) - 1) right = random.randint(0, len(nei...
TSProblem
python
pytorch__pytorch
test/distributed/_composable/fsdp/test_fully_shard_clip_grad_norm_.py
{ "start": 3888, "end": 4937 }
class ____(_TestClipGradNormBase): @property def world_size(self) -> int: return min(torch.get_device_module(device_type).device_count(), 2) @skip_if_lt_x_gpu(2) def test_clip_grad_norm_1d(self): for norm_type in (2, 1, float("inf")): torch.manual_seed(42) model_...
TestClipGradNormWorldSize2
python
mlflow__mlflow
examples/tensorflow/train.py
{ "start": 561, "end": 1196 }
class ____(tf.Module): """Linear Regression model class""" def __init__(self): self.built = False @tf.function def __call__(self, x): # Initialize the model parameters on the first call if not self.built: # Randomly generate the weight vector and bias term ...
LinearRegression
python
pytorch__pytorch
test/test_datapipe.py
{ "start": 123974, "end": 124437 }
class ____(IterDataPipe): def __init__(self, dp): self.dp = dp self.num_of_instances = 1 self.instance_id = 0 def apply_sharding(self, num_of_instances, instance_id): self.num_of_instances = num_of_instances self.instance_id = instance_id def __iter__(self): ...
CustomShardingIterDataPipe
python
zarr-developers__zarr-python
src/zarr/core/dtype/npy/int.py
{ "start": 6676, "end": 11289 }
class ____(BaseInt[np.dtypes.Int8DType, np.int8]): """ A Zarr data type for arrays containing 8-bit signed integers. Wraps the [`np.dtypes.Int8DType`][numpy.dtypes.Int8DType] data type. Scalars for this data type are instances of [`np.int8`][numpy.int8]. Attributes ---------- dtype_cls : n...
Int8
python
dagster-io__dagster
python_modules/libraries/dagster-airlift/dagster_airlift/core/filter.py
{ "start": 111, "end": 1242 }
class ____: """Filters the set of Airflow objects to fetch. Args: dag_id_ilike (Optional[str]): A pattern used to match the set of dag_ids to retrieve. Uses the sql ILIKE operator Airflow-side. airflow_tags (Optional[Sequence[str]]): Filters down to the set of Airflow DAGs whcih contain the par...
AirflowFilter
python
pytoolz__toolz
toolz/tests/test_dicttoolz.py
{ "start": 6046, "end": 6267 }
class ____(_defaultdict): def __eq__(self, other): return (super().__eq__(other) and isinstance(other, _defaultdict) and self.default_factory == other.default_factory)
defaultdict
python
getsentry__sentry
tests/sentry/sentry_apps/tasks/test_sentry_apps.py
{ "start": 55524, "end": 58837 }
class ____(TestCase): def setUp(self) -> None: self.project = self.create_project() self.user = self.create_user() self.rpc_user = user_service.get_user(user_id=self.user.id) self.sentry_app = self.create_sentry_app(organization=self.project.organization) self.install = sel...
TestInstallationWebhook
python
pyqtgraph__pyqtgraph
pyqtgraph/parametertree/interactive.py
{ "start": 170, "end": 259 }
class ____: """Sentinel value for detecting parameters with unset values"""
PARAM_UNSET
python
pytorch__pytorch
torch/_inductor/codegen/common.py
{ "start": 27557, "end": 30542 }
class ____: """ Decomposes inductor ops """ @staticmethod def identity(value: OpVarT) -> OpVarT: # used to trigger cse return value @staticmethod def reciprocal(x: OpVarT) -> OpVarT: return ops.truediv(ops.constant(1, torch.int32), x) @staticmethod def squa...
OpDecompositions
python
pytorch__pytorch
torch/_dynamo/variables/misc.py
{ "start": 37852, "end": 42949 }
class ____(UserDefinedObjectVariable): """ Tracks an autograd.Function() context using mutation tracking in side_effects.py """ _nonvar_fields = { "proxy", "inference", "saved_tensors", *UserDefinedObjectVariable._nonvar_fields, } def __init__( self, ...
AutogradFunctionContextVariable
python
django__django
django/db/migrations/exceptions.py
{ "start": 140, "end": 252 }
class ____(Exception): """There's a bad migration (unreadable/bad format/etc.).""" pass
BadMigrationError
python
PyCQA__pylint
tests/functional/ext/typing/typing_deprecated_alias.py
{ "start": 2035, "end": 2227 }
class ____(typing.NamedTuple): my_var: List[int] # [deprecated-typing-alias] CustomTypedDict1 = TypedDict("CustomTypedDict1", my_var=List[int]) # [deprecated-typing-alias]
CustomNamedTuple
python
prompt-toolkit__python-prompt-toolkit
src/prompt_toolkit/lexers/pygments.py
{ "start": 896, "end": 1672 }
class ____(metaclass=ABCMeta): """ Syntax synchronizer. This is a tool that finds a start position for the lexer. This is especially important when editing big documents; we don't want to start the highlighting by running the lexer from the beginning of the file. That is very slow when editing. ...
SyntaxSync
python
kamyu104__LeetCode-Solutions
Python/super-egg-drop.py
{ "start": 33, "end": 1991 }
class ____(object): def superEggDrop(self, K, N): """ :type K: int :type N: int :rtype: int """ def check(n, K, N): # let f(n, K) be the max number of floors could be solved by n moves and K eggs, # we want to do binary search to find min of n,...
Solution
python
huggingface__transformers
src/transformers/models/seamless_m4t_v2/modeling_seamless_m4t_v2.py
{ "start": 43214, "end": 44296 }
class ____(nn.Module): def __init__(self, config: SeamlessM4Tv2Config, ffn_dim: int): super().__init__() self.fc1 = nn.Linear(config.hidden_size, ffn_dim) self.fc2 = nn.Linear(ffn_dim, config.hidden_size) self.dropout = nn.Dropout(config.activation_dropout) self.act = ACT2FN[...
SeamlessM4Tv2FeedForwardNetwork
python
doocs__leetcode
solution/2400-2499/2479.Maximum XOR of Two Non-Overlapping Subtrees/Solution.py
{ "start": 705, "end": 1427 }
class ____: def maxXor(self, n: int, edges: List[List[int]], values: List[int]) -> int: def dfs1(i, fa): t = values[i] for j in g[i]: if j != fa: t += dfs1(j, i) s[i] = t return t def dfs2(i, fa): nonloc...
Solution
python
Pylons__pyramid
tests/test_integration.py
{ "start": 12210, "end": 13533 }
class ____(IntegrationBase, unittest.TestCase): package = 'tests.pkgs.staticpermapp' root_factory = 'tests.pkgs.staticpermapp:RootFactory' def test_allowed(self): result = self.testapp.get('/allowed/index.html', status=200) _assertBody( result.body, os.path.join(here, 'fixtures/...
TestStaticPermApp
python
airbytehq__airbyte
airbyte-integrations/connectors/source-klaviyo/components.py
{ "start": 13555, "end": 15001 }
class ____(StateMigration): """ Transforms the input state for per-partitioned streams from the legacy format to the low-code format. The cursor field and partition ID fields are automatically extracted from the stream's DatetimebasedCursor and SubstreamPartitionRouter. Example input state: { ...
PerPartitionToSingleStateMigration
python
RaRe-Technologies__gensim
gensim/test/test_datatype.py
{ "start": 356, "end": 1965 }
class ____(unittest.TestCase): def load_model(self, datatype): path = datapath('high_precision.kv.txt') kv = KeyedVectors.load_word2vec_format(path, binary=False, datatype=datatype) return kv def test_high_precision(self): kv = self...
TestDataType
python
gevent__gevent
src/greentest/3.14/test_urllib.py
{ "start": 51282, "end": 59133 }
class ____(unittest.TestCase): """Tests for urlencode()""" def help_inputtype(self, given, test_type): """Helper method for testing different input types. 'given' must lead to only the pairs: * 1st, 1 * 2nd, 2 * 3rd, 3 Test cannot assume anything ab...
urlencode_Tests
python
mlflow__mlflow
mlflow/bedrock/stream.py
{ "start": 433, "end": 2583 }
class ____: """ A wrapper class for a event stream to record events and accumulated response in an MLflow span if possible. A span should be ended when the stream is exhausted rather than when it is created. Args: stream: The original event stream to wrap. span: The span to record ...
BaseEventStreamWrapper
python
allegroai__clearml
clearml/backend_api/services/v2_23/queues.py
{ "start": 29060, "end": 30227 }
class ____(Response): """ Response of queues.delete endpoint. :param deleted: Number of queues deleted (0 or 1) :type deleted: int """ _service = "queues" _action = "delete" _version = "2.23" _schema = { "definitions": {}, "properties": { "deleted": { ...
DeleteResponse
python
Delgan__loguru
tests/conftest.py
{ "start": 4137, "end": 4209 }
class ____(io.StringIO): def fileno(self): return 1
StubStream
python
getsentry__sentry
src/sentry/utils/time_window.py
{ "start": 88, "end": 2424 }
class ____: # Timestamps are in seconds start: float end: float def as_tuple(self) -> tuple[float, float]: return (self.start, self.end) @property def duration_ms(self) -> float: return (self.end - self.start) * 1000 def __add__(self, other: "TimeWindow") -> tuple[Optional...
TimeWindow
python
etianen__django-reversion
tests/test_app/tests/test_api.py
{ "start": 9316, "end": 9801 }
class ____(UserMixin, TestBase): def testGetUser(self): with reversion.create_revision(): reversion.set_user(self.user) self.assertEqual(reversion.get_user(), self.user) def testGetUserDefault(self): with reversion.create_revision(): self.assertEqual(reversi...
GetUserTest
python
apache__airflow
providers/google/src/airflow/providers/google/cloud/hooks/bigquery.py
{ "start": 63907, "end": 81547 }
class ____(BigQueryBaseCursor): """ A very basic BigQuery PEP 249 cursor implementation. The PyHive PEP 249 implementation was used as a reference: https://github.com/dropbox/PyHive/blob/master/pyhive/presto.py https://github.com/dropbox/PyHive/blob/master/pyhive/common.py """ def __init_...
BigQueryCursor
python
huggingface__transformers
src/transformers/models/esm/modeling_esmfold.py
{ "start": 59636, "end": 60235 }
class ____(nn.Module): def __init__(self, config): super().__init__() self.config = config self.layers = nn.ModuleList() for _ in range(config.num_transition_layers): l = EsmFoldStructureModuleTransitionLayer(config) self.layers.append(l) self.dropou...
EsmFoldStructureModuleTransition
python
bokeh__bokeh
src/bokeh/models/formatters.py
{ "start": 4237, "end": 5660 }
class ____(BasicTickFormatter): ''' A ``TickFormatter`` for values in WebMercator units. Some map plot types internally use WebMercator to describe coordinates, plot bounds, etc. These units are not very human-friendly. This tick formatter will convert WebMercator units into Latitude and Longitude ...
MercatorTickFormatter
python
numba__numba
numba/core/pythonapi.py
{ "start": 2062, "end": 2692 }
class ____(namedtuple("_ReflectContext", ("context", "builder", "pyapi", "env_manager", "is_error"))): """ The facilities required by reflection implementations. """ __slots__ = () # XXX the error bit is currently unused by consumers (e.g. PyCallWrapper)...
_ReflectContext
python
airbytehq__airbyte
airbyte-integrations/connectors/source-iterable/source_iterable/streams.py
{ "start": 15826, "end": 15913 }
class ____(IterableExportStreamAdjustableRange): data_field = "emailClick"
EmailClick
python
scrapy__scrapy
tests/test_spidermiddleware_referer.py
{ "start": 25647, "end": 25891 }
class ____(MixinUnsafeUrl, TestRefererMiddleware): settings = { "REFERRER_POLICY": "scrapy.spidermiddlewares.referer.OriginWhenCrossOriginPolicy" } req_meta = {"referrer_policy": POLICY_UNSAFE_URL}
TestRequestMetaPrecedence003
python
GoogleCloudPlatform__python-docs-samples
appengine/standard/users/main.py
{ "start": 1413, "end": 1886 }
class ____(webapp2.RequestHandler): def get(self): user = users.get_current_user() if user: if users.is_current_user_admin(): self.response.write("You are an administrator.") else: self.response.write("You are not an administrator.") el...
AdminPage
python
charliermarsh__ruff
crates/ruff_linter/resources/test/fixtures/pylint/invalid_return_type_index.py
{ "start": 467, "end": 643 }
class ____: def __index__(self): print("ruff") # [invalid-index-return] # TODO: Once Ruff has better type checking def return_index(): return "3"
IndexNoReturn
python
jina-ai__jina
tests/integration/deployments/test_deployment.py
{ "start": 10064, "end": 11600 }
class ____(Executor): @requests def foo(self, docs, **kwargs): for doc in docs: if doc.text == 'slow': time.sleep(1.0) def _create_regular_deployment( port, name='', executor=None, uses_before=False, uses_after=False, polling=PollingType.ANY, sha...
FastSlowExecutor
python
tensorflow__tensorflow
tensorflow/python/keras/utils/data_utils.py
{ "start": 11662, "end": 12884 }
class ____(object): """Wrap an iterator with a lock and propagate exceptions to all threads.""" def __init__(self, it): self.it = it self.lock = threading.Lock() # After a generator throws an exception all subsequent next() calls raise a # StopIteration Exception. This, however, presents an issue ...
ThreadsafeIter
python
tensorflow__tensorflow
tensorflow/compiler/tests/ensure_shape_op_test.py
{ "start": 1003, "end": 1861 }
class ____(xla_test.XLATestCase): def testEnsureShape(self): with self.session() as sess: p = array_ops.placeholder(dtypes.int32) with self.test_scope(): op = check_ops.ensure_shape(p, (None, 3)) expected_out = [[0, 1, 2], [3, 4, 5], [6, 7, 8]] self.assertAllEqual(expected_out, ...
EnsureShapeOpTest
python
gevent__gevent
src/greentest/3.10/test_socket.py
{ "start": 164239, "end": 164478 }
class ____(RecvmsgTests, SendrecvmsgUDP6TestBase): pass @requireAttrs(socket.socket, "recvmsg_into") @unittest.skipUnless(socket_helper.IPV6_ENABLED, 'IPv6 required for this test.') @requireSocket("AF_INET6", "SOCK_DGRAM")
RecvmsgUDP6Test
python
tornadoweb__tornado
tornado/test/websocket_test.py
{ "start": 24307, "end": 24686 }
class ____(CompressionTestMixin): """Specialization of CompressionTestMixin when we expect no compression.""" def verify_wire_bytes(self, bytes_in, bytes_out): # Bytes out includes the 4-byte mask key per message. self.assertEqual(bytes_out, 3 * (len(self.MESSAGE) + 6)) self.assertEqual...
UncompressedTestMixin
python
pyca__cryptography
tests/hazmat/primitives/decrepit/test_3des.py
{ "start": 1773, "end": 2793 }
class ____: test_kat = generate_encrypt_test( load_nist_vectors, os.path.join("ciphers", "3DES", "OFB"), [ "TOFBpermop.rsp", "TOFBsubtab.rsp", "TOFBvarkey.rsp", "TOFBvartext.rsp", "TOFBinvperm.rsp", ], lambda keys, *...
TestTripleDESModeOFB
python
dagster-io__dagster
python_modules/dagster/dagster/components/testing/deprecated/utils.py
{ "start": 810, "end": 12346 }
class ____: project_root: Path defs_folder_path: Path component_path: Path project_name: str component_format: ScaffoldFormatOptions @contextmanager def swap_defs_file(self, defs_path: Path, component_body: Optional[dict[str, Any]]): check.invariant( defs_path.suffix == ...
DefsPathSandbox
python
tensorflow__tensorflow
tensorflow/python/autograph/pyct/static_analysis/type_inference.py
{ "start": 18706, "end": 19810 }
class ____(transformer.Base): """AST visitor that applies type inference to each function separately.""" def __init__(self, source_info, graphs, resolver): super(FunctionVisitor, self).__init__(source_info) self.graphs = graphs self.resolver = resolver def visit_FunctionDef(self, node): subgraph...
FunctionVisitor
python
django__django
tests/admin_views/models.py
{ "start": 29895, "end": 30050 }
class ____(models.Model): interesting_name = models.CharField(max_length=100) def __str__(self): return self.interesting_name
CamelCaseModel
python
pyinstaller__pyinstaller
PyInstaller/depend/dylib.py
{ "start": 8200, "end": 13220 }
class ____: def __init__(self, entries): self._regex = re.compile('|'.join(entries), re.I) if entries else None def check_library(self, libname): if self._regex: return self._regex.match(os.path.basename(libname)) return False if compat.is_darwin: import macholib.util ...
MatchList
python
ApeWorX__ape
src/ape/managers/_contractscache.py
{ "start": 3077, "end": 37704 }
class ____(BaseManager): """ A collection of cached contracts. Contracts can be cached in two ways: 1. An in-memory cache of locally deployed contracts 2. A cache of contracts per network (only permanent networks are stored this way) When retrieving a contract, if a :class:`~ape.api.explorers.Expl...
ContractCache
python
davidhalter__parso
parso/python/diff.py
{ "start": 8743, "end": 19937 }
class ____: """ An advanced form of parsing a file faster. Unfortunately comes with huge side effects. It changes the given module. """ def __init__(self, pgen_grammar, tokenizer, module): self._pgen_grammar = pgen_grammar self._tokenizer = tokenizer self._module = module ...
DiffParser
python
allegroai__clearml
clearml/utilities/pyhocon/config_parser.py
{ "start": 1257, "end": 1795 }
class ____(object): pass def period(period_value, period_unit): try: from dateutil.relativedelta import relativedelta as period_impl except Exception: from datetime import timedelta as period_impl if period_unit == 'nanoseconds': period_unit = 'microseconds' period_val...
STR_SUBSTITUTION
python
huggingface__transformers
src/transformers/models/sam3/modeling_sam3.py
{ "start": 33532, "end": 37974 }
class ____(nn.Module): """ This is a more standard version of the position embedding, very similar to the one used by the Attention is all you need paper, generalized to work on images. """ def __init__( self, num_pos_feats: int = 64, temperature: int = 10000, normalize: bool = False, scale...
Sam3SinePositionEmbedding
python
doocs__leetcode
solution/1200-1299/1256.Encode Number/Solution.py
{ "start": 0, "end": 87 }
class ____: def encode(self, num: int) -> str: return bin(num + 1)[3:]
Solution
python
etianen__django-reversion
tests/test_app/tests/test_admin.py
{ "start": 4606, "end": 7243 }
class ____(LoginMixin, AdminMixin, TestBase): """Test that Django model signals are muted during GET requests to revision views.""" def __init__(self, *args, **kwargs): super().__init__(*args, **kwargs) self.signal_fired = None def signal_receiver(self, sender, **kwargs): """Receiv...
AdminRevisionViewSignalsTest
python
keras-team__keras
keras/src/backend/common/variables_test.py
{ "start": 47067, "end": 47516 }
class ____(test_case.TestCase): def test_standardize_shape_with_tensor_size(self): import tensorflow as tf shape = (3, tf.constant(4, dtype=tf.int64), 5) standardized_shape = standardize_shape(shape) self.assertEqual(standardized_shape, (3, 4, 5)) self.assertIs(type(standard...
TestStandardizeShapeWithTensorflow
python
spyder-ide__spyder
external-deps/python-lsp-server/pylsp/_utils.py
{ "start": 6268, "end": 7319 }
class ____: command: list[str] @property def is_installed(self) -> bool: """Returns whether formatter is available""" if not hasattr(self, "_is_installed"): self._is_installed = self._is_available_via_cli() return self._is_installed def format(self, code: str, line_...
Formatter
python
pytorch__pytorch
test/test_opaque_obj.py
{ "start": 520, "end": 1520 }
class ____: def __init__(self, queue: list[torch.Tensor], init_tensor_: torch.Tensor) -> None: super().__init__() self.queue = queue self.init_tensor_ = init_tensor_ # For testing purposes self._push_counter = 0 self._pop_counter = 0 self._size_counter = 0 ...
OpaqueQueue
python
getsentry__sentry
src/sentry/middleware/integrations/classifications.py
{ "start": 653, "end": 1236 }
class ____(abc.ABC): def __init__(self, response_handler: ResponseHandler) -> None: self.response_handler = response_handler def should_operate(self, request: HttpRequest) -> bool: """ Determines whether the classification should act on request. Middleware will return self.get_r...
BaseClassification
python
apache__airflow
providers/amazon/tests/unit/amazon/aws/triggers/test_s3.py
{ "start": 1061, "end": 7360 }
class ____: def test_serialization(self): """ Asserts that the TaskStateTrigger correctly serializes its arguments and classpath. """ trigger = S3KeyTrigger( bucket_key="s3://test_bucket/file", bucket_name="test_bucket", wildcard_match=True...
TestS3KeyTrigger
python
openai__openai-python
src/openai/types/fine_tuning/alpha/grader_run_params.py
{ "start": 593, "end": 1414 }
class ____(TypedDict, total=False): grader: Required[Grader] """The grader used for the fine-tuning job.""" model_sample: Required[str] """The model sample to be evaluated. This value will be used to populate the `sample` namespace. See [the guide](https://platform.openai.com/docs/guides/grade...
GraderRunParams
python
plotly__plotly.py
plotly/graph_objs/waterfall/_hoverlabel.py
{ "start": 233, "end": 11255 }
class ____(_BaseTraceHierarchyType): _parent_path_str = "waterfall" _path_str = "waterfall.hoverlabel" _valid_props = { "align", "alignsrc", "bgcolor", "bgcolorsrc", "bordercolor", "bordercolorsrc", "font", "namelength", "namelengthsrc"...
Hoverlabel
python
mwaskom__seaborn
tests/_core/test_plot.py
{ "start": 44127, "end": 49835 }
class ____: @pytest.fixture(scope="class", params=["row", "col"]) def dim(self, request): return request.param @pytest.fixture(scope="class", params=["reverse", "subset", "expand"]) def reorder(self, request): return { "reverse": lambda x: x[::-1], "subset": lam...
TestFacetInterface
python
tensorflow__tensorflow
tensorflow/python/trackable/base.py
{ "start": 3105, "end": 4036 }
class ____(object): """A callable object that returns a CheckpointInitialValue. See CheckpointInitialValue for more information. """ def __init__(self, checkpoint_position): self._checkpoint_position = checkpoint_position @property def checkpoint_position(self): return self._checkpoint_position ...
CheckpointInitialValueCallable
python
huggingface__transformers
src/transformers/models/pvt/configuration_pvt.py
{ "start": 946, "end": 6377 }
class ____(PreTrainedConfig): r""" This is the configuration class to store the configuration of a [`PvtModel`]. It is used to instantiate an Pvt model according to the specified arguments, defining the model architecture. Instantiating a configuration with the defaults will yield a similar configuratio...
PvtConfig
python
spack__spack
lib/spack/spack/tengine.py
{ "start": 314, "end": 1703 }
class ____(type): """Meta class for Context. It helps reducing the boilerplate in client code. """ #: Keeps track of the context properties that have been added #: by the class that is being defined _new_context_properties: List[str] = [] def __new__(cls, name, bases, attr_dict): #...
ContextMeta
python
keras-team__keras
keras/src/layers/preprocessing/image_preprocessing/random_grayscale_test.py
{ "start": 229, "end": 4500 }
class ____(testing.TestCase): @pytest.mark.requires_trainable_backend def test_layer(self): self.run_layer_test( layers.RandomGrayscale, init_kwargs={ "factor": 0.5, "data_format": "channels_last", }, input_shape=(1, 2, 2, 3...
RandomGrayscaleTest
python
weaviate__weaviate-python-client
weaviate/collections/batch/grpc_batch_delete.py
{ "start": 559, "end": 2661 }
class ____(_BaseGRPC): """This class is used to delete multiple objects from Weaviate using the gRPC API.""" def __init__( self, weaviate_version: _ServerVersion, consistency_level: Optional[ConsistencyLevel], ): super().__init__(weaviate_version, consistency_level, False) ...
_BatchDeleteGRPC