language stringclasses 1
value | repo stringclasses 346
values | path stringlengths 6 201 | class_span dict | source stringlengths 21 2.38M | target stringlengths 1 96 |
|---|---|---|---|---|---|
python | apache__airflow | airflow-ctl/src/airflowctl/api/datamodels/generated.py | {
"start": 18481,
"end": 18895
} | class ____(BaseModel):
"""
Pool serializer for post bodies.
"""
model_config = ConfigDict(
extra="forbid",
)
name: Annotated[str, Field(max_length=256, title="Name")]
slots: Annotated[int, Field(title="Slots")]
description: Annotated[str | None, Field(title="Description")] = Non... | PoolBody |
python | wandb__wandb | wandb/automations/_validators.py | {
"start": 1194,
"end": 4824
} | class ____(str, Enum):
"""A string enum allowing for case-insensitive lookups by value.
May include other internal customizations if needed.
Note: This is a bespoke, internal implementation and NOT intended as a
backport of `enum.StrEnum` from Python 3.11+.
"""
def __repr__(self) -> str:
... | LenientStrEnum |
python | run-llama__llama_index | llama-index-integrations/memory/llama-index-memory-bedrock-agentcore/tests/test_agentcore_memory.py | {
"start": 16572,
"end": 18134
} | class ____:
"""Integration tests for AgentCoreMemory."""
@pytest.mark.asyncio
async def test_full_workflow(self, memory_context, mock_client):
"""Test a complete workflow with AgentCoreMemory."""
# Setup mock responses
mock_client.list_events.return_value = {
"events": [... | TestIntegration |
python | django__django | tests/gis_tests/layermap/models.py | {
"start": 210,
"end": 246
} | class ____(NamedModel):
pass
| State |
python | python__mypy | mypy/test/typefixture.py | {
"start": 15395,
"end": 16014
} | class ____(TypeFixture):
"""Extension of TypeFixture that contains additional generic
interface types."""
def __init__(self) -> None:
super().__init__()
# GF[T]
self.gfi = self.make_type_info("GF", typevars=["T"], is_abstract=True)
# M1 <: GF[A]
self.m1i = self.make... | InterfaceTypeFixture |
python | django__django | tests/generic_relations/models.py | {
"start": 3027,
"end": 3105
} | class ____(Mineral):
tags = GenericRelation(ValuableTaggedItem)
| ValuableRock |
python | scikit-learn__scikit-learn | sklearn/utils/_param_validation.py | {
"start": 20615,
"end": 21881
} | class ____(_Constraint):
"""Helper constraint for the `missing_values` parameters.
Convenience for
[
Integral,
Interval(Real, None, None, closed="both"),
str, # when numeric_only is False
None, # when numeric_only is False
_NanConstraint(),
_PandasNAConstr... | MissingValues |
python | scikit-learn__scikit-learn | sklearn/gaussian_process/kernels.py | {
"start": 73959,
"end": 79325
} | class ____(Kernel):
r"""Dot-Product kernel.
The DotProduct kernel is non-stationary and can be obtained from linear
regression by putting :math:`N(0, 1)` priors on the coefficients
of :math:`x_d (d = 1, . . . , D)` and a prior of :math:`N(0, \sigma_0^2)`
on the bias. The DotProduct kernel is invari... | DotProduct |
python | django__django | tests/model_inheritance_regress/models.py | {
"start": 3869,
"end": 3947
} | class ____(Station):
inbound = models.BooleanField(default=False)
| BusStation |
python | ray-project__ray | rllib/examples/envs/classes/simple_corridor.py | {
"start": 145,
"end": 1414
} | class ____(gym.Env):
"""Example of a custom env in which you have to walk down a corridor.
You can configure the length of the corridor via the env config."""
def __init__(self, config=None):
config = config or {}
self.action_space = Discrete(2)
self.observation_space = Box(0.0, 9... | SimpleCorridor |
python | pyparsing__pyparsing | examples/bf.py | {
"start": 3294,
"end": 4371
} | class ____(Instruction):
def __init__(self, tokens):
super().__init__(tokens)
self.instructions = self.tokens[0][1:-1]
def execute(self, bf_engine: BFEngine):
while bf_engine.at_ptr:
for i in self.instructions:
i.execute(bf_engine)
# add parse actions to al... | RunInstructionLoop |
python | pytorch__pytorch | torch/_dynamo/variables/higher_order_ops.py | {
"start": 69660,
"end": 70340
} | class ____(TorchHigherOrderOperatorVariable):
"""
Wraps torch._functorch.autograd_function.custom_function_call
"""
def _call_function(
self,
tx: "InstructionTranslator",
args: "list[VariableTracker]",
kwargs: "dict[str, VariableTracker]",
) -> "VariableTracker":
... | CustomFunctionHigherOrderOperatorVariable |
python | apache__airflow | providers/teradata/src/airflow/providers/teradata/transfers/teradata_to_teradata.py | {
"start": 1141,
"end": 3891
} | class ____(BaseOperator):
"""
Moves data from Teradata source database to Teradata destination database.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:TeradataToTeradataOperator`
:param dest_teradata_conn_id: destination T... | TeradataToTeradataOperator |
python | keon__algorithms | tests/test_graph.py | {
"start": 3161,
"end": 4514
} | class ____(unittest.TestCase):
"""
Test for the file maximum_flow.py
Arguments:
unittest {[type]} -- [description]
"""
def test_ford_fulkerson(self):
capacity = [
[0, 10, 10, 0, 0, 0, 0],
[0, 0, 2, 0, 4, 8, 0],
[0, 0, 0, 0, 0, 9, 0],
... | TestMaximumFlow |
python | ray-project__ray | python/ray/llm/tests/serve/cpu/deployments/routers/test_router.py | {
"start": 1692,
"end": 6336
} | class ____:
@pytest.mark.asyncio
@pytest.mark.parametrize("stream_batching_interval_ms", [None, 0, 10000])
@pytest.mark.parametrize("stream", [True, False])
async def test_chat(self, stream_batching_interval_ms, client, stream):
"""Tests chat streaming with different stream_batching_interval_ms ... | TestOpenAiIngress |
python | scipy__scipy | benchmarks/benchmarks/go_benchmark_functions/go_funcs_B.py | {
"start": 20645,
"end": 21631
} | class ____(Benchmark):
r"""
Bukin06 objective function.
The Bukin06 [1]_ global optimization problem is a multimodal minimization
problem defined as follows:
.. math::
f_{\text{Bukin06}}(x) = 100 \sqrt{ \lvert{x_2 - 0.01 x_1^{2}}
\rvert} + 0.01 \lvert{x_1 + 10} \rvert
with ... | Bukin06 |
python | astropy__astropy | astropy/io/fits/fitsrec.py | {
"start": 55215,
"end": 56999
} | class ____(UnicodeEncodeError):
def __init__(self, encoding, object_, start, end, reason, index):
super().__init__(encoding, object_, start, end, reason)
self.index = index
def _ascii_encode(inarray, out=None):
"""
Takes a unicode array and fills the output string array with the ASCII
... | _UnicodeArrayEncodeError |
python | kamyu104__LeetCode-Solutions | Python/number-of-great-partitions.py | {
"start": 47,
"end": 519
} | class ____(object):
def countPartitions(self, nums, k):
"""
:type nums: List[int]
:type k: int
:rtype: int
"""
MOD = 10**9+7
if sum(nums) < 2*k:
return 0
dp = [0]*k
dp[0] = 1
for x in nums:
for i in reversed(xran... | Solution |
python | run-llama__llama_index | llama-index-core/llama_index/core/instrumentation/events/query.py | {
"start": 179,
"end": 457
} | class ____(BaseEvent):
"""
QueryStartEvent.
Args:
query (QueryType): Query as a string or query bundle.
"""
query: QueryType
@classmethod
def class_name(cls) -> str:
"""Class name."""
return "QueryStartEvent"
| QueryStartEvent |
python | redis__redis-py | redis/commands/search/query.py | {
"start": 11316,
"end": 11466
} | class ____:
def __init__(self, keyword: str, field: str, *args: Union[str, float]) -> None:
self.args = [keyword, field] + list(args)
| Filter |
python | getsentry__sentry | src/sentry/deletions/defaults/group.py | {
"start": 7141,
"end": 7353
} | class ____(EventsBaseDeletionTask):
"""
This class helps delete Issue Platform events which use the new Clickhouse light deletes.
"""
dataset = Dataset.IssuePlatform
| IssuePlatformEventsDeletionTask |
python | PrefectHQ__prefect | src/prefect/server/events/schemas/automations.py | {
"start": 3116,
"end": 5300
} | class ____(Trigger, abc.ABC):
"""
Requires some number of triggers to have fired within the given time period.
"""
type: Literal["compound", "sequence"]
triggers: List["ServerTriggerTypes"]
within: Optional[timedelta]
def create_automation_state_change_event(
self, firing: Firing, ... | CompositeTrigger |
python | tornadoweb__tornado | tornado/util.py | {
"start": 1761,
"end": 6307
} | class ____:
"""Streaming gzip decompressor.
The interface is like that of `zlib.decompressobj` (without some of the
optional arguments, but it understands gzip headers and checksums.
"""
def __init__(self) -> None:
# Magic parameter makes zlib module understand gzip header
# http:/... | GzipDecompressor |
python | ray-project__ray | rllib/utils/exploration/random_encoder.py | {
"start": 3810,
"end": 10695
} | class ____(Exploration):
"""Random Encoder for Efficient Exploration.
Implementation of:
[1] State entropy maximization with random encoders for efficient
exploration. Seo, Chen, Shin, Lee, Abbeel, & Lee, (2021).
arXiv preprint arXiv:2102.09430.
Estimates state entropy using a particle-based k... | RE3 |
python | dagster-io__dagster | python_modules/dagster-graphql/dagster_graphql_tests/graphql/test_partition_sets.py | {
"start": 8123,
"end": 19611
} | class ____(ExecutingGraphQLContextTestMatrix):
def test_get_partition_status(self, graphql_context):
repository_selector = infer_repository_selector(graphql_context)
result = execute_dagster_graphql_and_finish_runs(
graphql_context,
LAUNCH_PARTITION_BACKFILL_MUTATION,
... | TestPartitionSetRuns |
python | numba__numba | numba/tests/test_pycc.py | {
"start": 1846,
"end": 2942
} | class ____(TestCase):
def setUp(self):
unset_macosx_deployment_target()
self.tmpdir = temp_directory('test_pycc')
# Make sure temporary files and directories created by
# distutils don't clutter the top-level /tmp
tempfile.tempdir = self.tmpdir
def tearDown(self):
... | BasePYCCTest |
python | pandas-dev__pandas | asv_bench/benchmarks/groupby.py | {
"start": 28475,
"end": 28902
} | class ____:
def setup(self):
N = 120000
transition_points = np.sort(np.random.choice(np.arange(N), 1400))
transitions = np.zeros(N, dtype=np.bool_)
transitions[transition_points] = True
self.g = transitions.cumsum()
self.df = DataFrame({"signal": np.random.rand(N)})
... | TransformBools |
python | huggingface__transformers | src/transformers/models/informer/modular_informer.py | {
"start": 2137,
"end": 2196
} | class ____(TimeSeriesMeanScaler):
pass
| InformerMeanScaler |
python | pytorch__pytorch | test/test_cuda_nvml_based_avail.py | {
"start": 3715,
"end": 7258
} | class ____(TestCase):
def test_env_var_parsing(self):
def _parse_visible_devices(val):
from torch.cuda import _parse_visible_devices as _pvd
with patch.dict(os.environ, {"CUDA_VISIBLE_DEVICES": val}, clear=True):
return _pvd()
# rest of the string is ignored... | TestVisibleDeviceParses |
python | spyder-ide__spyder | external-deps/qtconsole/qtconsole/jupyter_widget.py | {
"start": 1537,
"end": 1639
} | class ____(FrontendWidget):
"""Dummy class for config inheritance. Destroyed below."""
| IPythonWidget |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/cover/test_type_lookup.py | {
"start": 12189,
"end": 12314
} | class ____(AbstractFoo):
# Can't resolve this one due to unannotated `x` param
def qux(self):
pass
| ConcreteFoo1 |
python | walkccc__LeetCode | solutions/3356. Zero Array Transformation II/3356.py | {
"start": 0,
"end": 460
} | class ____:
def minZeroArray(self, nums: list[int], queries: list[list[int]]) -> int:
line = [0] * (len(nums) + 1)
decrement = 0
k = 0
for i, num in enumerate(nums):
while decrement + line[i] < num:
if k == len(queries):
return -1
l, r, val = queries[k]
k += 1
... | Solution |
python | google__jax | jax/_src/pallas/core.py | {
"start": 20976,
"end": 21234
} | class ____(Protocol):
"""Transforms a memory reference on load or store."""
def undo(self, ref: TransformedRef) -> TransformedRef:
raise NotImplementedError("Abstract evaluation not implemented.")
@dataclasses.dataclass(frozen=True)
| MemoryRefTransform |
python | falconry__falcon | tests/test_after_hooks.py | {
"start": 4015,
"end": 4178
} | class ____(WrappedClassResource):
def on_head(self, req, resp):
# Test passing no extra args
super().on_head(req, resp)
| WrappedClassResourceChild |
python | coleifer__peewee | playhouse/psycopg3_ext.py | {
"start": 1623,
"end": 1952
} | class ____(_Psycopg3JsonLookupBase):
def __sql__(self, ctx):
return (ctx
.sql(self.node)
.literal('#>' if self._as_json else '#>>')
.sql(Value('{%s}' % ','.join(map(str, self.parts)))))
def cast_jsonb(node):
return NodeList((node, SQL('::jsonb')), glue='... | JsonPath |
python | huggingface__transformers | src/transformers/models/apertus/modeling_apertus.py | {
"start": 13016,
"end": 14794
} | class ____(GradientCheckpointingLayer):
def __init__(self, config: ApertusConfig, layer_idx: int):
super().__init__()
self.hidden_size = config.hidden_size
self.self_attn = ApertusAttention(config=config, layer_idx=layer_idx)
self.mlp = ApertusMLP(config)
self.attention_lay... | ApertusDecoderLayer |
python | aimacode__aima-python | logic4e.py | {
"start": 43293,
"end": 52096
} | class ____(KB):
"""A knowledge base consisting of first-order definite clauses.
>>> kb0 = FolKB([expr('Farmer(Mac)'), expr('Rabbit(Pete)'),
... expr('(Rabbit(r) & Farmer(f)) ==> Hates(f, r)')])
>>> kb0.tell(expr('Rabbit(Flopsie)'))
>>> kb0.retract(expr('Rabbit(Pete)'))
>>> kb0.ask(e... | FolKB |
python | fluentpython__example-code-2e | 08-def-type-hints/birds/protocol/parrot.py | {
"start": 24,
"end": 199
} | class ____:
def honk(self, times: int) -> None: # <1>
print('Honk! ' * times * 2)
ze_carioca = Parrot()
alert(ze_carioca) # <2>
| Parrot |
python | falconry__falcon | examples/ws_tutorial/ws_tutorial/app.py | {
"start": 2537,
"end": 3665
} | class ____:
async def on_websocket(self, req: Request, ws: WebSocket):
while True:
try:
query = await ws.receive_text()
report = REPORTS.get(query, None)
logger.info('selected report: %s', report)
if report is None:
... | ReportsResource |
python | FactoryBoy__factory_boy | factory/fuzzy.py | {
"start": 768,
"end": 1136
} | class ____(BaseFuzzyAttribute):
"""Similar to LazyAttribute, but yields random values.
Attributes:
function (callable): function taking no parameters and returning a
random value.
"""
def __init__(self, fuzzer):
super().__init__()
self.fuzzer = fuzzer
def fuzz(... | FuzzyAttribute |
python | scikit-learn__scikit-learn | sklearn/model_selection/tests/test_successive_halving.py | {
"start": 1653,
"end": 29010
} | class ____(DummyClassifier):
def __init__(
self,
strategy="stratified",
random_state=None,
constant=None,
n_estimators=10,
fail_fit=False,
fail_predict=False,
a=0,
):
self.fail_fit = fail_fit
self.fail_predict = fail_predict
... | SometimesFailClassifier |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/dlp.py | {
"start": 76186,
"end": 80186
} | class ____(GoogleCloudBaseOperator):
"""
Lists DlpJobs that match the specified filter in the request.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDLPListDLPJobsOperator`
:param project_id: (Optional) Google Cloud p... | CloudDLPListDLPJobsOperator |
python | pyodide__pyodide | src/py/_pyodide/_core_docs.py | {
"start": 31604,
"end": 31843
} | class ____(JsProxy, Generic[P, T]):
"""A JavaScript callable
A JavaScript object is treated as a callable if `typeof x` returns
`"function"`.
"""
_js_type_flags = ["IS_CALLABLE"]
__call__: Callable[P, T]
| JsCallable |
python | apache__airflow | dev/breeze/src/airflow_breeze/prepare_providers/provider_documentation.py | {
"start": 3660,
"end": 4333
} | class ____(Enum):
DOCUMENTATION = "d"
BUGFIX = "b"
FEATURE = "f"
BREAKING_CHANGE = "x"
SKIP = "s"
MISC = "m"
MIN_AIRFLOW_VERSION_BUMP = "v"
# defines the precedence order for provider version bumps
# BREAKING_CHANGE > FEATURE > MIN_AIRFLOW_VERSION_BUMP > BUGFIX > MISC > DOCUMENTATION > SKI... | TypeOfChange |
python | ray-project__ray | python/ray/train/tests/test_iter_torch_batches_gpu.py | {
"start": 1559,
"end": 1997
} | class ____(ArrowBatchCollateFn):
"""Collate function that returns id and value as a tuple of tensors."""
def __call__(self, batch: pa.Table) -> Tuple[torch.Tensor, torch.Tensor]:
"""Return id and value as a tuple of tensors."""
assert isinstance(batch, pa.Table)
tensor_dict = arrow_batc... | TupleArrowBatchCollateFn |
python | crytic__slither | slither/slithir/operations/phi_callback.py | {
"start": 424,
"end": 1575
} | class ____(Phi):
def __init__(
self,
left_variable: StateIRVariable,
nodes: Set["Node"],
call_ir: Union[InternalCall, HighLevelCall],
rvalue: StateIRVariable,
) -> None:
assert is_valid_lvalue(left_variable)
assert isinstance(nodes, set)
super().__... | PhiCallback |
python | getsentry__sentry | src/sentry/api/endpoints/organization_api_key_details.py | {
"start": 752,
"end": 4060
} | class ____(ControlSiloOrganizationEndpoint):
owner = ApiOwner.ECOSYSTEM
publish_status = {
"DELETE": ApiPublishStatus.PRIVATE,
"GET": ApiPublishStatus.PRIVATE,
"PUT": ApiPublishStatus.PRIVATE,
}
permission_classes = (OrganizationAdminPermission,)
def get(self, request: Reque... | OrganizationApiKeyDetailsEndpoint |
python | sqlalchemy__sqlalchemy | test/ext/test_mutable.py | {
"start": 3736,
"end": 7691
} | class ____(fixtures.TestBase):
@testing.combinations(True, False, argnames="pickleit")
def test_pickle_parent_multi_attrs(self, registry, connection, pickleit):
"""test #8133"""
local_foo = Table(
"lf",
registry.metadata,
Column("id", Integer, primary_key=Tru... | MiscTest |
python | sphinx-doc__sphinx | sphinx/builders/epub3.py | {
"start": 698,
"end": 1711
} | class ____(NamedTuple):
text: str
refuri: str
children: list[NavPoint]
# writing modes
PAGE_PROGRESSION_DIRECTIONS = {
'horizontal': 'ltr',
'vertical': 'rtl',
}
IBOOK_SCROLL_AXIS = {
'horizontal': 'vertical',
'vertical': 'horizontal',
}
THEME_WRITING_MODES = {
'vertical': 'vertical-rl'... | NavPoint |
python | django__django | tests/indexes/tests.py | {
"start": 5350,
"end": 12691
} | class ____(TransactionTestCase):
available_apps = ["indexes"]
get_opclass_query = """
SELECT opcname, c.relname FROM pg_opclass AS oc
JOIN pg_index as i on oc.oid = ANY(i.indclass)
JOIN pg_class as c on c.oid = i.indexrelid
WHERE c.relname = '%s'
"""
def test_text_indexe... | SchemaIndexesPostgreSQLTests |
python | mlflow__mlflow | tests/telemetry/test_track.py | {
"start": 595,
"end": 6805
} | class ____(Event):
name = "test_event"
def test_record_usage_event(mock_requests, mock_telemetry_client: TelemetryClient):
@record_usage_event(TestEvent)
def succeed_func():
# sleep to make sure duration_ms > 0
time.sleep(0.01)
return True
@record_usage_event(TestEvent)
de... | TestEvent |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/nocover/test_build_signature.py | {
"start": 2787,
"end": 3203
} | class ____:
__annotations__ = get_type_hints(use_annotations)
__signature__ = signature(use_bad_signature)
def __init__(self, **kwargs):
assert set(kwargs) == {"testX"}
assert isinstance(kwargs["testX"], float)
@given(st.builds(ModelWithBadAliasSignature))
def test_build_with_non_types_in... | ModelWithBadAliasSignature |
python | ray-project__ray | python/ray/llm/_internal/serve/core/ingress/builder.py | {
"start": 777,
"end": 1751
} | class ____(BaseModelExtended):
ingress_cls: Union[str, Type[OpenAiIngress]] = Field(
default=OpenAiIngress,
description="The class name of the ingress to use. It can be in form of `module_name.class_name` or `module_name:class_name` or the class itself. The class constructor should take the followin... | IngressClsConfig |
python | sqlalchemy__sqlalchemy | test/orm/test_cycles.py | {
"start": 43900,
"end": 46472
} | class ____(fixtures.MappedTest):
@classmethod
def define_tables(cls, metadata):
Table(
"parent",
metadata,
Column(
"id", Integer, primary_key=True, test_needs_autoincrement=True
),
Column("name", String(50), nullable=False),
... | SelfReferentialPostUpdateTest3 |
python | HypothesisWorks__hypothesis | hypothesis-python/src/hypothesis/internal/conjecture/engine.py | {
"start": 7553,
"end": 8569
} | class ____(TypedDict):
status: str
runtime: float
drawtime: float
gctime: float
events: list[str]
PhaseStatistics = TypedDict(
"PhaseStatistics",
{
"duration-seconds": float,
"test-cases": list[CallStats],
"distinct-failures": int,
"shrinks-successful": int,... | CallStats |
python | django__django | tests/admin_views/admin.py | {
"start": 13470,
"end": 13590
} | class ____(admin.ModelAdmin):
list_display = ("id", "collector", "order")
list_editable = ("order",)
| CategoryAdmin |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 364687,
"end": 365357
} | class ____(sgqlc.types.Input):
"""Autogenerated input type of UpdatePullRequestBranch"""
__schema__ = github_schema
__field_names__ = ("pull_request_id", "expected_head_oid", "client_mutation_id")
pull_request_id = sgqlc.types.Field(sgqlc.types.non_null(ID), graphql_name="pullRequestId")
"""The Nod... | UpdatePullRequestBranchInput |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/operators/test_ecs.py | {
"start": 3735,
"end": 4046
} | class ____:
@pytest.fixture(autouse=True)
def _setup_test_cases(self, monkeypatch):
self.client = boto3.client("ecs", region_name="eu-west-3")
monkeypatch.setattr(EcsHook, "conn", self.client)
monkeypatch.setenv("AIRFLOW_CONN_AWS_TEST_CONN", '{"conn_type": "aws"}')
| EcsBaseTestCase |
python | numpy__numpy | numpy/ma/extras.py | {
"start": 54231,
"end": 55119
} | class ____(AxisConcatenator):
"""
Translate slice objects to concatenation along an axis.
For documentation on usage, see `mr_class`.
See Also
--------
mr_class
"""
__slots__ = ()
concatenate = staticmethod(concatenate)
@classmethod
def makemat(cls, arr):
# There... | MAxisConcatenator |
python | mlflow__mlflow | mlflow/utils/time.py | {
"start": 538,
"end": 1260
} | class ____:
"""
Measures elapsed time.
.. code-block:: python
from mlflow.utils.time import Timer
with Timer() as t:
...
print(f"Elapsed time: {t:.2f} seconds")
"""
def __init__(self):
self.elapsed = 0.0
def __enter__(self):
self.elapsed ... | Timer |
python | pytorch__pytorch | torch/_dynamo/variables/iter.py | {
"start": 13914,
"end": 18109
} | class ____(IteratorVariable):
"""
Represents zip(*iterables)
"""
_nonvar_fields = {
"index",
"strict",
*IteratorVariable._nonvar_fields,
}
def __init__(
self,
iterables: list[VariableTracker],
strict: bool = False,
**kwargs: Any,
) ->... | ZipVariable |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/vertex_ai/auto_ml.py | {
"start": 1817,
"end": 4169
} | class ____(GoogleCloudBaseOperator):
"""The base class for operators that launch AutoML jobs on VertexAI."""
def __init__(
self,
*,
project_id: str,
region: str,
display_name: str,
labels: dict[str, str] | None = None,
parent_model: str | None = None,
... | AutoMLTrainingJobBaseOperator |
python | Textualize__textual | tests/css/test_screen_css.py | {
"start": 1108,
"end": 8637
} | class ____(BaseApp):
"""Base app for testing screen CSS when switching a screen."""
def on_mount(self):
self.push_screen(BaseScreen())
def check_colors_before_screen_css(app: BaseApp):
assert app.screen.query_one("#app-css").styles.background == GREEN
assert app.screen.query_one("#screen-css-... | SwitchBaseApp |
python | getsentry__sentry | tests/sentry/grouping/test_enhancer.py | {
"start": 29073,
"end": 33442
} | class ____(TestCase):
@dataclass
class DummyRustFrame:
contributes: bool | None
hint: str | None
@dataclass
class DummyRustStacktraceResult:
contributes: bool | None
hint: str | None
DummyRustExceptionData = dict[str, bytes | None]
DummyMatchFrame = dict[str, A... | AssembleStacktraceComponentTest |
python | Unity-Technologies__ml-agents | ml-agents/mlagents/trainers/torch_entities/action_log_probs.py | {
"start": 952,
"end": 4703
} | class ____(NamedTuple):
"""
A NamedTuple containing the tensor for continuous log probs and list of tensors for
discrete log probs of individual actions as well as all the log probs for an entire branch.
Utility functions provide numpy <=> tensor conversions to be used by the optimizers.
:param cont... | ActionLogProbs |
python | openai__openai-python | src/openai/resources/beta/realtime/realtime.py | {
"start": 33914,
"end": 35836
} | class ____(BaseAsyncRealtimeConnectionResource):
async def create(
self,
*,
event_id: str | NotGiven = NOT_GIVEN,
response: response_create_event_param.Response | NotGiven = NOT_GIVEN,
) -> None:
"""
This event instructs the server to create a Response, which mean... | AsyncRealtimeResponseResource |
python | run-llama__llama_index | llama-index-integrations/postprocessor/llama-index-postprocessor-aimon-rerank/llama_index/postprocessor/aimon_rerank/base.py | {
"start": 535,
"end": 4669
} | class ____(BaseNodePostprocessor):
model: str = Field(description="AIMon's reranking model name.")
top_n: int = Field(description="Top N nodes to return.")
task_definition: str = Field(
default="Determine the relevance of context documents with respect to the user query.",
description="The t... | AIMonRerank |
python | numpy__numpy | numpy/ma/core.py | {
"start": 28106,
"end": 30544
} | class ____(_MaskedUFunc):
"""
Defines masked version of unary operations, where invalid values are
pre-masked.
Parameters
----------
mufunc : callable
The function for which to define a masked version. Made available
as ``_MaskedUnaryOperation.f``.
fill : scalar, optional
... | _MaskedUnaryOperation |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/vertex_ai/dataset.py | {
"start": 18827,
"end": 22385
} | class ____(GoogleCloudBaseOperator):
"""
Lists Datasets in a Location.
: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 belongs to.
:param filter: The standard list filter.
:p... | ListDatasetsOperator |
python | pytorch__pytorch | torch/_dynamo/replay_record.py | {
"start": 1086,
"end": 1267
} | class ____:
name: str
is_torch: bool = False
value: object = None
@property
def __name__(self) -> str:
return self.name
@dataclasses.dataclass
| DummyModule |
python | huggingface__transformers | src/transformers/models/olmoe/modular_olmoe.py | {
"start": 7105,
"end": 10069
} | class ____(MixtralModel):
def __init__(self, config: OlmoeConfig):
super().__init__(config)
self.embed_tokens = nn.Embedding(config.vocab_size, config.hidden_size, self.padding_idx)
self.layers = nn.ModuleList(
[OlmoeDecoderLayer(config, layer_idx) for layer_idx in range(config.n... | OlmoeModel |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 958485,
"end": 958869
} | class ____(sgqlc.types.Type):
"""An edge in a connection."""
__schema__ = github_schema
__field_names__ = ("cursor", "node")
cursor = sgqlc.types.Field(sgqlc.types.non_null(String), graphql_name="cursor")
"""A cursor for use in pagination."""
node = sgqlc.types.Field("SavedReply", graphql_name... | SavedReplyEdge |
python | pallets__werkzeug | tests/test_wrappers.py | {
"start": 43916,
"end": 45795
} | class ____:
def test_request(self):
value = {"ä": "b"}
request = wrappers.Request.from_values(json=value)
assert request.json == value
assert request.get_data()
def test_response(self):
value = {"ä": "b"}
response = wrappers.Response(
response=json.du... | TestJSON |
python | Pylons__pyramid | tests/test_integration.py | {
"start": 15767,
"end": 16520
} | class ____(IntegrationBase, unittest.TestCase):
# test that forbidden exception has ACLDenied result attached
package = 'tests.pkgs.forbiddenapp'
def test_it(self):
res = self.testapp.get('/x', status=403)
message, result = (x.strip() for x in res.body.split(b'\n'))
self.assertTrue(... | TestForbiddenAppHasResult |
python | sqlalchemy__sqlalchemy | test/orm/declarative/test_clsregistry.py | {
"start": 625,
"end": 902
} | class ____:
def __init__(self, base, name):
self._sa_class_manager = mock.Mock(registry=base)
tokens = name.split(".")
self.__module__ = ".".join(tokens[0:-1])
self.name = self.__name__ = tokens[-1]
self.metadata = MetaData()
| MockClass |
python | openai__openai-python | src/openai/types/realtime/realtime_conversation_item_user_message_param.py | {
"start": 279,
"end": 1291
} | class ____(TypedDict, total=False):
audio: str
"""
Base64-encoded audio bytes (for `input_audio`), these will be parsed as the
format specified in the session input audio type configuration. This defaults to
PCM 16-bit 24kHz mono if not specified.
"""
detail: Literal["auto", "low", "high"]
... | Content |
python | Textualize__textual | examples/merlin.py | {
"start": 1505,
"end": 2283
} | class ____(Digits):
"""Displays a timer that stops when you win."""
DEFAULT_CSS = """
Timer {
text-align: center;
width: auto;
margin: 2 8;
color: $warning;
&:light {
color: $secondary;
}
}
"""
start_time = var(0.0)
running = var(T... | Timer |
python | GoogleCloudPlatform__python-docs-samples | appengine/standard/modules/main.py | {
"start": 869,
"end": 1136
} | class ____(webapp2.RequestHandler):
def get(self):
module = modules.get_current_module_name()
instance_id = modules.get_current_instance_id()
self.response.write("module_id={}&instance_id={}".format(module, instance_id))
| GetModuleInfoHandler |
python | kamyu104__LeetCode-Solutions | Python/maximum-frequency-stack.py | {
"start": 50,
"end": 823
} | class ____(object):
def __init__(self):
self.__freq = collections.Counter()
self.__group = collections.defaultdict(list)
self.__maxfreq = 0
def push(self, x):
"""
:type x: int
:rtype: void
"""
self.__freq[x] += 1
if self.__freq[x] > self.... | FreqStack |
python | boto__boto3 | tests/functional/test_s3.py | {
"start": 1904,
"end": 4546
} | class ____(unittest.TestCase):
def setUp(self):
self.session = boto3.session.Session(
aws_access_key_id='foo',
aws_secret_access_key='bar',
region_name='us-west-2',
)
self.s3 = self.session.resource('s3')
self.stubber = Stubber(self.s3.meta.client)... | BaseTransferTest |
python | kamyu104__LeetCode-Solutions | Python/count-covered-buildings.py | {
"start": 37,
"end": 624
} | class ____(object):
def countCoveredBuildings(self, n, buildings):
"""
:type n: int
:type buildings: List[List[int]]
:rtype: int
"""
left = [n]*n
right = [-1]*n
up = [-1]*n
down = [n]*n
for x, y in buildings:
x -= 1
... | Solution |
python | sympy__sympy | sympy/matrices/expressions/special.py | {
"start": 4128,
"end": 5175
} | class ____(Identity):
"""
An identity matrix without a specified shape
This exists primarily so MatMul() with no arguments can return something
meaningful.
"""
def __new__(cls):
# super(Identity, cls) instead of super(GenericIdentity, cls) because
# Identity.__new__ doesn't have... | GenericIdentity |
python | huggingface__transformers | src/transformers/models/tapas/modeling_tapas.py | {
"start": 22656,
"end": 29590
} | class ____(TapasPreTrainedModel):
"""
This class is a small change compared to [`BertModel`], taking into account the additional token type ids.
The model can behave as an encoder (with only self-attention) as well as a decoder, in which case a layer of
cross-attention is added between the self-attenti... | TapasModel |
python | pytorch__pytorch | test/inductor/test_inductor_freezing.py | {
"start": 2106,
"end": 2470
} | class ____(torch.nn.Module):
def __init__(self, in_channels, out_channels, bias=False, **kwargs):
super().__init__()
self.conv = torch.nn.Conv2d(in_channels, out_channels, bias=bias, **kwargs)
self.bn = torch.nn.BatchNorm2d(out_channels, eps=0.001, dtype=torch.float)
def forward(self, x... | ConvBN |
python | ray-project__ray | python/ray/_private/thirdparty/pynvml/pynvml.py | {
"start": 92620,
"end": 92835
} | class ____(_PrintableStructure):
_fields_ = [
('version', c_uint),
('vgpuCount', c_uint),
('vgpuTypeIds', POINTER(c_uint)),
]
nvmlVgpuTypeIdInfo_v1 = 0x1000010
| c_nvmlVgpuTypeIdInfo_v1_t |
python | doocs__leetcode | lcci/16.04.Tic-Tac-Toe/Solution.py | {
"start": 0,
"end": 859
} | class ____:
def tictactoe(self, board: List[str]) -> str:
n = len(board)
rows = [0] * n
cols = [0] * n
dg = udg = 0
has_empty_grid = False
for i, row in enumerate(board):
for j, c in enumerate(row):
v = 1 if c == 'X' else -1
... | Solution |
python | tartley__colorama | colorama/ansi.py | {
"start": 2321,
"end": 2506
} | class ____(AnsiCodes):
BRIGHT = 1
DIM = 2
NORMAL = 22
RESET_ALL = 0
Fore = AnsiFore()
Back = AnsiBack()
Style = AnsiStyle()
Cursor = AnsiCursor()
| AnsiStyle |
python | getsentry__sentry | src/sentry/identity/providers/dummy.py | {
"start": 759,
"end": 1232
} | class ____(Provider):
name = "Dummy"
key = "dummy"
TEMPLATE = '<form method="POST"><input type="email" name="email" /></form>'
def get_pipeline_views(self) -> list[PipelineView[IdentityPipeline]]:
return [AskEmail()]
def build_identity(self, state):
return {"id": state["email"], "... | DummyProvider |
python | tornadoweb__tornado | maint/test/cython/cythonapp_test.py | {
"start": 450,
"end": 1196
} | class ____(unittest.TestCase):
def test_arg_replacer_function(self):
replacer = ArgReplacer(cythonapp.function_with_args, 'two')
args = (1, 'old', 3)
kwargs = {}
self.assertEqual(replacer.get_old_value(args, kwargs), 'old')
self.assertEqual(replacer.replace('new', args, kwarg... | CythonArgReplacerTest |
python | pytorch__pytorch | functorch/examples/maml_regression/evjang_transforms_module.py | {
"start": 391,
"end": 3411
} | class ____(nn.Module):
def __init__(self) -> None:
super().__init__()
self.fc1 = nn.Linear(1, 40)
self.relu1 = nn.ReLU()
self.fc2 = nn.Linear(40, 40)
self.relu2 = nn.ReLU()
self.fc3 = nn.Linear(40, 1)
def forward(self, x):
x = self.fc1(x)
x = self... | ThreeLayerNet |
python | sqlalchemy__sqlalchemy | test/orm/test_core_compilation.py | {
"start": 112192,
"end": 112854
} | class ____(test_compiler.CrudParamOverlapTest):
@testing.fixture(
params=Variation.generate_cases("type_", ["orm"]),
ids=["orm"],
)
def crud_table_fixture(self, request):
type_ = request.param
if type_.orm:
from sqlalchemy.orm import declarative_base
... | CrudParamOverlapTest |
python | scipy__scipy | benchmarks/benchmarks/go_benchmark_functions/go_funcs_D.py | {
"start": 14162,
"end": 15583
} | class ____(Benchmark):
r"""
Dixon and Price objective function.
This class defines the Dixon and Price global optimization problem. This
is a multimodal minimization problem defined as follows:
.. math::
f_{\text{DixonPrice}}(x) = (x_i - 1)^2
+ \sum_{i=2}^n i(2x_i^2 - x_{i-1})^2
... | DixonPrice |
python | urllib3__urllib3 | src/urllib3/contrib/emscripten/fetch.py | {
"start": 10527,
"end": 23520
} | class ____(io.RawIOBase):
"""
A read stream that uses pyodide.ffi.run_sync to read from a JavaScript fetch
response. This requires support for WebAssembly JavaScript Promise Integration
in the containing browser, and for pyodide to be launched via runPythonAsync.
:param js_read_stream:
The ... | _JSPIReadStream |
python | pandas-dev__pandas | pandas/io/stata.py | {
"start": 33684,
"end": 85536
} | class ____(StataParser, abc.Iterator):
__doc__ = _stata_reader_doc
_path_or_buf: IO[bytes] # Will be assigned by `_open_file`.
def __init__(
self,
path_or_buf: FilePath | ReadBuffer[bytes],
convert_dates: bool = True,
convert_categoricals: bool = True,
index_col: s... | StataReader |
python | apache__airflow | providers/qdrant/tests/unit/qdrant/hooks/test_qdrant.py | {
"start": 992,
"end": 5346
} | class ____:
def setup_method(self):
"""Set up the test connection for the QdrantHook."""
with patch("airflow.models.Connection.get_connection_from_secrets") as mock_get_connection:
mock_conn = Mock()
mock_conn.host = "localhost"
mock_conn.port = 6333
m... | TestQdrantHook |
python | lepture__authlib | authlib/integrations/starlette_client/apps.py | {
"start": 1628,
"end": 2380
} | class ____(StarletteAppMixin, AsyncOAuth1Mixin, BaseApp):
client_cls = AsyncOAuth1Client
async def authorize_access_token(self, request, **kwargs):
params = dict(request.query_params)
state = params.get("oauth_token")
if not state:
raise OAuthError(description='Missing "oaut... | StarletteOAuth1App |
python | apache__airflow | providers/yandex/src/airflow/providers/yandex/operators/dataproc.py | {
"start": 15463,
"end": 17421
} | class ____(DataprocBaseOperator):
"""
Runs Hive job in Data Proc cluster.
:param query: Hive query.
:param query_file_uri: URI of the script that contains Hive queries. Can be placed in HDFS or S3.
:param properties: A mapping of property names to values, used to configure Hive.
:param script_v... | DataprocCreateHiveJobOperator |
python | fastapi__sqlmodel | docs_src/advanced/uuid/tutorial002.py | {
"start": 101,
"end": 1592
} | class ____(SQLModel, table=True):
id: uuid.UUID = Field(default_factory=uuid.uuid4, primary_key=True)
name: str = Field(index=True)
secret_name: str
age: Union[int, None] = Field(default=None, index=True)
sqlite_file_name = "database.db"
sqlite_url = f"sqlite:///{sqlite_file_name}"
engine = create_en... | Hero |
python | getsentry__sentry | tests/sentry/workflow_engine/processors/test_data_condition_group.py | {
"start": 597,
"end": 1071
} | class ____(TestCase):
def test_get_data_conditions_for_group(self) -> None:
assert get_data_conditions_for_group(0) == []
def test_get_data_conditions_for_group__exists(self) -> None:
data_condition_group = self.create_data_condition_group()
data_condition = self.create_data_condition(c... | TestGetDataConditionsForGroup |
python | keras-team__keras | keras/src/utils/file_utils_test.py | {
"start": 26783,
"end": 28691
} | class ____(test_case.TestCase):
def test_gcs_remote_path(self):
self.assertTrue(file_utils.is_remote_path("/gcs/some/path/to/file.txt"))
self.assertTrue(file_utils.is_remote_path("/gcs/another/directory/"))
self.assertTrue(file_utils.is_remote_path("gcs://bucket/some/file.txt"))
def tes... | IsRemotePathTest |
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