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 | django__django | django/contrib/postgres/forms/ranges.py | {
"start": 2939,
"end": 3120
} | class ____(BaseRangeField):
default_error_messages = {"invalid": _("Enter two whole numbers.")}
base_field = forms.IntegerField
range_type = NumericRange
| IntegerRangeField |
python | scrapy__scrapy | tests/test_command_startproject.py | {
"start": 397,
"end": 3911
} | class ____:
project_name = "testproject"
@staticmethod
def _assert_files_exist(project_dir: Path, project_name: str) -> None:
assert (project_dir / "scrapy.cfg").exists()
assert (project_dir / project_name).exists()
assert (project_dir / project_name / "__init__.py").exists()
... | TestStartprojectCommand |
python | openai__openai-python | src/openai/resources/fine_tuning/jobs/jobs.py | {
"start": 1268,
"end": 17174
} | class ____(SyncAPIResource):
@cached_property
def checkpoints(self) -> Checkpoints:
return Checkpoints(self._client)
@cached_property
def with_raw_response(self) -> JobsWithRawResponse:
"""
This property can be used as a prefix for any HTTP method call to return
the raw ... | Jobs |
python | huggingface__transformers | tests/models/qwen2_5_omni/test_processing_qwen2_5_omni.py | {
"start": 1227,
"end": 14010
} | class ____(ProcessorTesterMixin, unittest.TestCase):
processor_class = Qwen2_5OmniProcessor
model_id = "Qwen/Qwen2.5-Omni-7B"
@classmethod
def _setup_image_processor(cls):
image_processor_class = cls._get_component_class_from_processor("image_processor")
return image_processor_class.fro... | Qwen2_5OmniProcessorTest |
python | kamyu104__LeetCode-Solutions | Python/dungeon-game.py | {
"start": 636,
"end": 2158
} | class ____(object):
# @param dungeon, a list of lists of integers
# @return a integer
def calculateMinimumHP(self, dungeon):
maximum_loses = 0
for rooms in dungeon:
for room in rooms:
if room < 0:
maximum_loses += abs(room)
return self... | Solution2 |
python | doocs__leetcode | solution/0000-0099/0024.Swap Nodes in Pairs/Solution.py | {
"start": 151,
"end": 436
} | class ____:
def swapPairs(self, head: Optional[ListNode]) -> Optional[ListNode]:
if head is None or head.next is None:
return head
t = self.swapPairs(head.next.next)
p = head.next
p.next = head
head.next = t
return p
| Solution |
python | getsentry__sentry | tests/sentry_plugins/bitbucket/test_plugin.py | {
"start": 464,
"end": 4294
} | class ____(PluginTestCase):
@cached_property
def plugin(self) -> BitbucketPlugin:
return BitbucketPlugin()
@cached_property
def request(self) -> RequestFactory:
return RequestFactory()
def test_get_issue_label(self) -> None:
group = self.create_group(message="Hello world", ... | BitbucketPluginTest |
python | optuna__optuna | optuna/storages/_rdb/models.py | {
"start": 19134,
"end": 19700
} | class ____(BaseModel):
__tablename__ = "version_info"
# setting check constraint to ensure the number of rows is at most 1
__table_args__: Any = (CheckConstraint("version_info_id=1"),)
version_info_id = _Column(Integer, primary_key=True, autoincrement=False, default=1)
schema_version = _Column(Integ... | VersionInfoModel |
python | cython__cython | Cython/Compiler/ParseTreeTransforms.py | {
"start": 155663,
"end": 157107
} | class ____(EnvTransform, SkipDeclarations):
"""
For temporary expression that are implemented using std::optional it's necessary the temps are
assigned using `__pyx_t_x = value;` but accessed using `something = (*__pyx_t_x)`. This transform
inserts a coercion node to take care of this, and runs absolute... | CoerceCppTemps |
python | encode__django-rest-framework | tests/test_renderers.py | {
"start": 24537,
"end": 25176
} | class ____(TestCase):
"""
Tests specific for Static HTML Renderer
"""
def setUp(self):
self.renderer = StaticHTMLRenderer()
def test_static_renderer(self):
data = '<html><body>text</body></html>'
result = self.renderer.render(data)
assert result == data
def test... | StaticHTMLRendererTests |
python | scipy__scipy | scipy/ndimage/tests/test_interpolation.py | {
"start": 54503,
"end": 61290
} | class ____:
@pytest.mark.parametrize('order', range(0, 6))
def test_rotate01(self, order, xp):
data = xp.asarray([[0, 0, 0, 0],
[0, 1, 1, 0],
[0, 0, 0, 0]], dtype=xp.float64)
out = ndimage.rotate(data, 0, order=order)
assert_array_al... | TestRotate |
python | apache__airflow | providers/amazon/src/airflow/providers/amazon/aws/operators/emr.py | {
"start": 35327,
"end": 38161
} | class ____(AwsBaseOperator[EmrHook]):
"""
An operator that modifies an existing EMR cluster.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:EmrModifyClusterOperator`
:param cluster_id: cluster identifier
:param step_con... | EmrModifyClusterOperator |
python | rq__rq | rq/scheduler.py | {
"start": 746,
"end": 854
} | class ____(str, Enum):
STARTED = 'started'
WORKING = 'working'
STOPPED = 'stopped'
| SchedulerStatus |
python | Textualize__textual | src/textual/widgets/_markdown.py | {
"start": 22424,
"end": 22497
} | class ____(MarkdownBlock):
"""A table row Markdown block."""
| MarkdownTR |
python | wandb__wandb | wandb/integration/weave/interface.py | {
"start": 301,
"end": 1165
} | class ____:
entity: str
"""The entity to which the run is logging. Never empty."""
project: str
"""The project to which the run is logging. Never empty."""
run_id: str
"""The run's ID. Never empty."""
def active_run_path() -> RunPath | None:
"""Returns the path of an initialized, unfinis... | RunPath |
python | PrefectHQ__prefect | tests/server/database/test_dependencies.py | {
"start": 4359,
"end": 7193
} | class ____:
@pytest.fixture(autouse=True)
def _setup(self):
self.db: PrefectDBInterface = dependencies.provide_database_interface()
def test_decorated_function(self):
@dependencies.db_injector
def function_with_injected_db(
db: PrefectDBInterface, foo: int
) -> P... | TestDBInject |
python | h5py__h5py | api_gen.py | {
"start": 1569,
"end": 6235
} | class ____:
"""
Represents one line from the api_functions.txt file.
Exists to provide the following attributes:
nogil: String indicating if we should release the GIL to call this
function. Any Python callbacks it could trigger must
acquire the... | Line |
python | huggingface__transformers | tests/models/falcon_mamba/test_modeling_falcon_mamba.py | {
"start": 1629,
"end": 9463
} | class ____:
def __init__(
self,
parent,
batch_size=14,
seq_length=7,
is_training=True,
use_labels=True,
vocab_size=99,
hidden_size=32,
num_hidden_layers=2,
intermediate_size=32,
hidden_act="silu",
hidden_dropout_prob=0.1... | FalconMambaModelTester |
python | ansible__ansible | test/units/module_utils/basic/test_heuristic_log_sanitize.py | {
"start": 831,
"end": 3638
} | class ____:
def setup_method(self):
self.URL_SECRET = 'http://username:pas:word@foo.com/data'
self.SSH_SECRET = 'username:pas:word@foo.com/data'
self.clean_data = repr(self._gen_data(3, True, True, 'no_secret_here'))
self.url_data = repr(self._gen_data(3, True, True, self.URL_SECRET)... | TestHeuristicLogSanitize |
python | readthedocs__readthedocs.org | readthedocs/embed/v3/views.py | {
"start": 16362,
"end": 16436
} | class ____(SettingsOverrideObject):
_default_class = EmbedAPIBase
| EmbedAPI |
python | pytorch__pytorch | benchmarks/operator_benchmark/pt/pool_test.py | {
"start": 3583,
"end": 4092
} | class ____(op_bench.TorchBenchmarkBase):
def init(self, kernel, stride, N, C, D, H, W, device, op_func):
self.inputs = {"input": torch.rand(N, C, D, H, W, device=device)}
self.op_func = op_func(kernel, stride=stride)
def forward(self, input):
return self.op_func(input)
op_bench.genera... | Pool3dBenchmark |
python | walkccc__LeetCode | solutions/2126. Destroying Asteroids/2126.py | {
"start": 0,
"end": 229
} | class ____:
def asteroidsDestroyed(self, mass: int, asteroids: list[int]) -> bool:
for asteroid in sorted(asteroids):
if mass >= asteroid:
mass += asteroid
else:
return False
return True
| Solution |
python | numpy__numpy | numpy/_core/tests/test_shape_base.py | {
"start": 585,
"end": 1813
} | class ____:
def test_0D_array(self):
a = array(1)
b = array(2)
res = [atleast_1d(a), atleast_1d(b)]
desired = [array([1]), array([2])]
assert_array_equal(res, desired)
def test_1D_array(self):
a = array([1, 2])
b = array([2, 3])
res = [atleast_1d(... | TestAtleast1d |
python | kamyu104__LeetCode-Solutions | Python/correct-a-binary-tree.py | {
"start": 66,
"end": 159
} | class ____(object):
def __init__(self, val=0, left=None, right=None):
pass
| TreeNode |
python | ApeWorX__ape | src/ape/utils/basemodel.py | {
"start": 1471,
"end": 1743
} | class ____(property):
_cache = None
def __init__(self, fn):
self.fn = fn
def __get__(self, obj, owner) -> Any: # type: ignore[override]
if self._cache is None:
self._cache = self.fn(owner)
return self._cache
| manager_access |
python | bokeh__bokeh | src/bokeh/core/has_props.py | {
"start": 9059,
"end": 9135
} | class ____:
"""Resolve this class by a non-qualified name. """
| NonQualified |
python | aimacode__aima-python | utils.py | {
"start": 17768,
"end": 18815
} | class ____:
"""Given 'P |'==>'| Q, first form PartialExpr('==>', P), then combine with Q."""
def __init__(self, op, lhs):
self.op, self.lhs = op, lhs
def __or__(self, rhs):
return Expr(self.op, self.lhs, rhs)
def __repr__(self):
return "PartialExpr('{}', {})".format(self.op, s... | PartialExpr |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/connectors/asyncio.py | {
"start": 1219,
"end": 1782
} | class ____(Protocol):
"""protocol representing an async adapted version of a
:pep:`249` database connection.
"""
# note that async DBAPIs dont agree if close() should be awaitable,
# so it is omitted here and picked up by the __getattr__ hook below
async def commit(self) -> None: ...
de... | AsyncIODBAPIConnection |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/sql/ddl.py | {
"start": 15093,
"end": 15274
} | class ____(_CreateDropBase[_SI]):
def __init__(self, element: _SI, if_exists: bool = False) -> None:
super().__init__(element)
self.if_exists = if_exists
| _DropBase |
python | bokeh__bokeh | src/bokeh/application/handlers/handler.py | {
"start": 2554,
"end": 7953
} | class ____:
''' Provide a mechanism for Bokeh applications to build up new Bokeh
Documents.
'''
_failed: bool
_error: str | None
_error_detail: str | None
_static: str | None
def __init__(self) -> None:
self._failed = False
self._error = None
self._error_detail... | Handler |
python | numpy__numpy | numpy/lib/_arraysetops_impl.py | {
"start": 14805,
"end": 14944
} | class ____(NamedTuple):
values: np.ndarray
indices: np.ndarray
inverse_indices: np.ndarray
counts: np.ndarray
| UniqueAllResult |
python | tensorflow__tensorflow | tensorflow/python/framework/memory_checker.py | {
"start": 1373,
"end": 4522
} | class ____(object):
"""Memory leak detection class.
This is a utility class to detect Python and C++ memory leaks. It's intended
for both testing and debugging. Basic usage:
>>> # MemoryChecker() context manager tracks memory status inside its scope.
>>> with MemoryChecker() as memory_checker:
>>> tenso... | MemoryChecker |
python | django__django | tests/syndication_tests/feeds.py | {
"start": 1684,
"end": 2429
} | class ____(TestRss2Feed):
class TimeToLive:
@wraps_decorator
def __call__(self):
return 800
@staticmethod
@wraps_decorator
def feed_copyright():
return "Copyright (c) 2022, John Doe"
ttl = TimeToLive()
@staticmethod
def categories():
return ("ja... | TestRss2FeedWithDecoratedMethod |
python | getsentry__sentry | src/sentry/api/endpoints/organization_traces.py | {
"start": 4295,
"end": 4501
} | class ____(OrganizationEventsV2EndpointBase):
publish_status = {
"GET": ApiPublishStatus.EXPERIMENTAL,
}
owner = ApiOwner.DATA_BROWSING
@region_silo_endpoint
| OrganizationTracesEndpointBase |
python | pytorch__pytorch | test/inductor/test_remote_cache.py | {
"start": 577,
"end": 618
} | class ____:
fail: str = None
| TestSample |
python | doocs__leetcode | solution/0300-0399/0323.Number of Connected Components in an Undirected Graph/Solution2.py | {
"start": 563,
"end": 751
} | class ____:
def countComponents(self, n: int, edges: List[List[int]]) -> int:
uf = UnionFind(n)
for a, b in edges:
n -= uf.union(a, b)
return n
| Solution |
python | ray-project__ray | rllib/env/wrappers/pettingzoo_env.py | {
"start": 5232,
"end": 6645
} | class ____(MultiAgentEnv):
def __init__(self, env):
super().__init__()
self.par_env = env
self.par_env.reset()
self._agent_ids = set(self.par_env.agents)
# If these important attributes are not set, try to infer them.
if not self.agents:
self.agents = lis... | ParallelPettingZooEnv |
python | cython__cython | tests/run/pure_mode_cmethod_inheritance_T583.py | {
"start": 1108,
"end": 1475
} | class ____(Base):
'''
>>> derived = Derived2()
>>> print(derived.noargs())
Derived2
>>> print(derived.int_arg(1))
Derived2
>>> print(derived._class())
Derived2
'''
def noargs(self):
return "Derived2"
def int_arg(self, i):
return "Derived2"
@classmethod
... | Derived2 |
python | apache__airflow | airflow-core/tests/unit/api_fastapi/core_api/routes/public/test_pools.py | {
"start": 1841,
"end": 2074
} | class ____:
@pytest.fixture(autouse=True)
def setup(self) -> None:
clear_db_pools()
def teardown_method(self) -> None:
clear_db_pools()
def create_pools(self):
_create_pools()
| TestPoolsEndpoint |
python | eventlet__eventlet | tests/patcher_test.py | {
"start": 7661,
"end": 9510
} | class ____(ProcessBase):
TEST_TIMEOUT = 3
def test_simple(self):
new_mod = """
import eventlet
from eventlet import patcher
patcher.monkey_patch()
from eventlet import tpool
print("newmod {0}".format(tpool.execute(len, "hi")))
print("newmod {0}".format(tpool.execute(len, "hi2")))
tpool.killall()
"""
... | Tpool |
python | dagster-io__dagster | python_modules/dagster-graphql/dagster_graphql/schema/inputs.py | {
"start": 14487,
"end": 16097
} | class ____(graphene.InputObjectType):
statuses = graphene.List(
graphene.NonNull("dagster_graphql.schema.backfill.GrapheneBulkActionStatus")
)
createdBefore = graphene.InputField(graphene.Float)
createdAfter = graphene.InputField(graphene.Float)
class Meta:
description = """This typ... | GrapheneBulkActionsFilter |
python | huggingface__transformers | src/transformers/models/patchtsmixer/modeling_patchtsmixer.py | {
"start": 68710,
"end": 69606
} | class ____(ModelOutput):
r"""
loss (*optional*, returned when `y` is provided, `torch.FloatTensor` of shape `()`):
Total loss.
prediction_outputs (`torch.FloatTensor` of shape `(batch_size, num_labels)`):
Prediction output from the classification head.
last_hidden_state (`torch.FloatTens... | PatchTSMixerForTimeSeriesClassificationOutput |
python | spyder-ide__spyder | spyder/app/tests/script_outline_3.py | {
"start": 326,
"end": 431
} | class ____:
E = 1
def five(self):
return 5
def six(self):
return 4
| AnotherClass |
python | tensorflow__tensorflow | tensorflow/python/kernel_tests/sparse_ops/sparse_concat_op_test.py | {
"start": 1078,
"end": 15232
} | class ____(test.TestCase):
def _SparseTensor_UnknownShape(self,
ind_shape=None,
val_shape=None,
shape_shape=None):
return sparse_tensor.SparseTensor(
array_ops.placeholder(
dtypes.int64, shape=i... | SparseConcatTest |
python | numpy__numpy | numpy/_core/tests/test_mem_overlap.py | {
"start": 18028,
"end": 29317
} | class ____:
"""
Test ufunc call memory overlap handling
"""
def check_unary_fuzz(self, operation, get_out_axis_size, dtype=np.int16,
count=5000):
shapes = [7, 13, 8, 21, 29, 32]
rng = np.random.RandomState(1234)
for ndim in range(1, 6):
... | TestUFunc |
python | coleifer__peewee | playhouse/psycopg3_ext.py | {
"start": 1952,
"end": 4067
} | class ____(IndexedFieldMixin, Field):
field_type = 'JSONB'
_json_datatype = 'jsonb'
__hash__ = Field.__hash__
def __init__(self, dumps=None, *args, **kwargs):
self.dumps = dumps or json.dumps
super(BinaryJSONField, self).__init__(*args, **kwargs)
def db_value(self, value):
... | BinaryJSONField |
python | PyCQA__pyflakes | pyflakes/messages.py | {
"start": 3805,
"end": 3920
} | class ____(Message):
message = 'from __future__ imports must occur at the beginning of the file'
| LateFutureImport |
python | pytorch__pytorch | test/export/test_verifier.py | {
"start": 519,
"end": 7969
} | class ____(TestCase):
def test_verifier_basic(self) -> None:
class Foo(torch.nn.Module):
def forward(self, x: torch.Tensor, y: torch.Tensor) -> torch.Tensor:
return x + y
f = Foo()
ep = export(f, (torch.randn(100), torch.randn(100)), strict=True)
verifi... | TestVerifier |
python | tensorflow__tensorflow | tensorflow/python/kernel_tests/metrics_test.py | {
"start": 66188,
"end": 82075
} | class ____(test.TestCase):
def setUp(self):
np.random.seed(1)
ops.reset_default_graph()
@test_util.run_deprecated_v1
def testVars(self):
metrics.precision_at_thresholds(
predictions=array_ops.ones((10, 1)),
labels=array_ops.ones((10, 1)),
thresholds=[0, 0.5, 1.0])
_assert... | PrecisionRecallThresholdsTest |
python | huggingface__transformers | tests/models/align/test_modeling_align.py | {
"start": 3841,
"end": 7858
} | class ____(ModelTesterMixin, unittest.TestCase):
"""
Here we also overwrite some of the tests of test_modeling_common.py, as ALIGN does not use input_ids, inputs_embeds,
attention_mask and seq_length.
"""
all_model_classes = (AlignVisionModel,) if is_torch_available() else ()
test_resize_embed... | AlignVisionModelTest |
python | altair-viz__altair | altair/vegalite/v6/schema/_config.py | {
"start": 225860,
"end": 227312
} | class ____(TypedDict, total=False):
"""
:class:`altair.RadialGradient` ``TypedDict`` wrapper.
Parameters
----------
gradient
The type of gradient. Use ``"radial"`` for a radial gradient.
stops
An array of gradient stops defining the gradient color sequence.
id
r1
... | RadialGradientKwds |
python | getsentry__sentry | src/sentry/integrations/msteams/card_builder/block.py | {
"start": 2049,
"end": 2136
} | class ____(_TextBlockNotRequired):
type: Literal["TextBlock"]
text: str
| TextBlock |
python | doocs__leetcode | solution/3100-3199/3125.Maximum Number That Makes Result of Bitwise AND Zero/Solution.py | {
"start": 0,
"end": 103
} | class ____:
def maxNumber(self, n: int) -> int:
return (1 << (n.bit_length() - 1)) - 1
| Solution |
python | encode__httpx | tests/client/test_auth.py | {
"start": 2474,
"end": 3348
} | class ____(httpx.Auth):
"""
A mock authentication scheme that requires clients to send
the request a fixed number of times, and then send a last request containing
an aggregation of nonces that the server sent in 'WWW-Authenticate' headers
of intermediate responses.
"""
requires_request_bod... | RepeatAuth |
python | getsentry__sentry | src/sentry/issues/endpoints/team_issue_breakdown.py | {
"start": 917,
"end": 4759
} | class ____(TeamEndpoint):
owner = ApiOwner.ISSUES
publish_status = {
"GET": ApiPublishStatus.PRIVATE,
}
def get(self, request: Request, team: Team) -> Response:
"""
Returns a dict of team projects, and a time-series dict of issue stat breakdowns for each.
If a list of s... | TeamIssueBreakdownEndpoint |
python | fastapi__sqlmodel | docs_src/tutorial/relationship_attributes/cascade_delete_relationships/tutorial002_py310.py | {
"start": 300,
"end": 3335
} | class ____(SQLModel, table=True):
id: int | None = Field(default=None, primary_key=True)
name: str = Field(index=True)
secret_name: str
age: int | None = Field(default=None, index=True)
team_id: int | None = Field(
default=None, foreign_key="team.id", ondelete="SET NULL"
)
team: Tea... | Hero |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/operators/test_redshift_data.py | {
"start": 2083,
"end": 18560
} | class ____:
def test_init(self):
op = RedshiftDataOperator(
task_id="fake_task_id",
database="fake-db",
sql="SELECT 1",
aws_conn_id="fake-conn-id",
region_name="eu-central-1",
verify="/spam/egg.pem",
botocore_config={"read_t... | TestRedshiftDataOperator |
python | getsentry__sentry | tests/sentry/incidents/serializers/test_workflow_engine_data_condition.py | {
"start": 707,
"end": 8047
} | class ____(TestWorkflowEngineSerializer):
def setUp(self) -> None:
super().setUp()
self.add_warning_trigger()
def create_rule_triggers_and_actions(
self,
) -> tuple[
AlertRule,
AlertRuleTrigger,
AlertRuleTrigger,
AlertRuleTriggerAction,
AlertR... | TestDataConditionSerializer |
python | ray-project__ray | python/ray/_common/formatters.py | {
"start": 3662,
"end": 3939
} | class ____(AbstractFormatter):
def format(self, record: logging.LogRecord) -> str:
record_format_attrs = self.generate_record_format_attrs(
record, exclude_default_standard_attrs=False
)
return json.dumps(record_format_attrs)
| JSONFormatter |
python | getsentry__sentry | src/sentry/issue_detection/detectors/consecutive_http_detector.py | {
"start": 923,
"end": 7616
} | class ____(PerformanceDetector):
type = DetectorType.CONSECUTIVE_HTTP_OP
settings_key = DetectorType.CONSECUTIVE_HTTP_OP
def __init__(self, settings: dict[DetectorType, Any], event: dict[str, Any]) -> None:
super().__init__(settings, event)
self.consecutive_http_spans: list[Span] = []
... | ConsecutiveHTTPSpanDetector |
python | modin-project__modin | modin/core/dataframe/algebra/default2pandas/rolling.py | {
"start": 2474,
"end": 4477
} | class ____(DefaultMethod):
"""Builder for default-to-pandas aggregation on an expanding window functions."""
OBJECT_TYPE = "Expanding"
@classmethod
def _build_expanding(cls, func, squeeze_self):
"""
Build function that creates an expanding window and executes `func` on it.
Par... | ExpandingDefault |
python | google__pytype | pytype/ast/visitor_test.py | {
"start": 120,
"end": 365
} | class ____(visitor.BaseVisitor):
"""Tests visit order."""
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.funcs = []
def visit_FunctionDef(self, node):
self.funcs.append(node.name)
| _VisitOrderVisitor |
python | spyder-ide__spyder | spyder/plugins/ipythonconsole/widgets/debugging.py | {
"start": 6632,
"end": 27026
} | class ____(DebuggingHistoryWidget, SpyderConfigurationAccessor):
"""
Widget with the necessary attributes and methods to handle
communications between a console in debugging mode and
Spyder
"""
CONF_SECTION = 'ipython_console'
def __init__(self, *args, **kwargs):
# Communication st... | DebuggingWidget |
python | mlflow__mlflow | examples/llama_index/workflow/workflow/workflow.py | {
"start": 771,
"end": 6387
} | class ____(Workflow):
VALID_RETRIEVERS = {"vector_search", "bm25", "web_search"}
def __init__(self, retrievers=None, **kwargs):
super().__init__(**kwargs)
self.llm = Settings.llm
self.retrievers = retrievers or []
if invalid_retrievers := set(self.retrievers) - self.VALID_RETRI... | HybridRAGWorkflow |
python | django__django | tests/gis_tests/geos_tests/test_mutable_list.py | {
"start": 17053,
"end": 17120
} | class ____(ListMixinTest):
listType = UserListB
| ListMixinTestSingle |
python | cython__cython | Cython/Debugger/Tests/TestLibCython.py | {
"start": 5382,
"end": 7501
} | class ____(DebuggerTestCase):
def setUp(self):
if not test_gdb():
return
super().setUp()
prefix_code = textwrap.dedent('''\
python
import os
import sys
import traceback
def excepthook(type, value, tb):
... | GdbDebuggerTestCase |
python | coleifer__peewee | tests/sql.py | {
"start": 93486,
"end": 95013
} | class ____(BaseTestCase):
def _test_sql_to_string(self, _param):
class FakeDB(SqliteDatabase):
param = _param
db = FakeDB(None)
T = Table('tbl', ('id', 'val')).bind(db)
query = (T.select()
.where((T.val == 'foo') |
(T.val == b'ba... | TestSqlToString |
python | getsentry__sentry | src/sentry/api/serializers/models/dashboard.py | {
"start": 15490,
"end": 15628
} | class ____(TypedDict, total=False):
period: str
utc: str
expired: bool
start: datetime
end: datetime
| PageFiltersOptional |
python | huggingface__transformers | src/transformers/quantizers/auto.py | {
"start": 3678,
"end": 5770
} | class ____:
"""
The Auto-HF quantization config class that takes care of automatically dispatching to the correct
quantization config given a quantization config stored in a dictionary.
"""
@classmethod
def from_dict(cls, quantization_config_dict: dict):
quant_method = quantization_conf... | AutoQuantizationConfig |
python | wandb__wandb | wandb/integration/lightning/fabric/logger.py | {
"start": 1328,
"end": 27233
} | class ____(Logger):
r"""Log using `Weights and Biases <https://docs.wandb.ai/integrations/lightning>`_.
**Installation and set-up**
Install with pip:
.. code-block:: bash
pip install wandb
Create a `WandbLogger` instance:
.. code-block:: python
from lightning.fabric.logger... | WandbLogger |
python | prompt-toolkit__python-prompt-toolkit | src/prompt_toolkit/layout/mouse_handlers.py | {
"start": 385,
"end": 1589
} | class ____:
"""
Two dimensional raster of callbacks for mouse events.
"""
def __init__(self) -> None:
def dummy_callback(mouse_event: MouseEvent) -> NotImplementedOrNone:
"""
:param mouse_event: `MouseEvent` instance.
"""
return NotImplemented
... | MouseHandlers |
python | huggingface__transformers | src/transformers/models/roc_bert/configuration_roc_bert.py | {
"start": 797,
"end": 7779
} | class ____(PreTrainedConfig):
r"""
This is the configuration class to store the configuration of a [`RoCBertModel`]. It is used to instantiate a
RoCBert model according to the specified arguments, defining the model architecture. Instantiating a configuration
with the defaults will yield a similar confi... | RoCBertConfig |
python | scipy__scipy | scipy/linalg/tests/test_blas.py | {
"start": 28713,
"end": 29997
} | class ____:
def setup_method(self):
self.a = np.array([[1., 0.],
[0., -2.],
[2., 3.]])
self.t = np.array([[1., 0., 2.],
[0., 4., -6.],
[2., -6., 13.]])
self.tt = np.array([[5., 6.],
... | TestBLAS3Syrk |
python | fluentpython__example-code-2e | 05-data-classes/dataclass/resource.py | {
"start": 1787,
"end": 2810
} | class ____(TypedDict):
identifier: str
title: str
creators: list[str]
date: Optional[date]
type: ResourceType
description: str
language: str
subjects: list[str]
if __name__ == '__main__':
r = Resource('0')
description = 'Improving the design of existing code'
book = Resourc... | ResourceDict |
python | walkccc__LeetCode | solutions/343. Integer Break/343.py | {
"start": 0,
"end": 559
} | class ____:
def integerBreak(self, n: int) -> int:
# If an optimal product contains a factor f >= 4, then we can replace it
# with 2 and f - 2 without losing optimality. As 2(f - 2) = 2f - 4 >= f,
# we never need a factor >= 4, meaning we only need factors 1, 2, and 3
# (and 1 is wasteful).
# Also... | Solution |
python | sympy__sympy | sympy/core/tests/test_priority.py | {
"start": 287,
"end": 2000
} | class ____(Integer):
'''
Integer of value 1 and _op_priority 20
Operations handled by this class return 1 and reverse operations return 2
'''
_op_priority = 20.0
result: Expr = S.One
def __new__(cls):
obj = Expr.__new__(cls)
obj.p = 1
return obj
@call_highest_... | Higher |
python | readthedocs__readthedocs.org | readthedocs/builds/migrations/0043_add_cancelled_state.py | {
"start": 149,
"end": 976
} | class ____(migrations.Migration):
safe = Safe.after_deploy()
dependencies = [
("builds", "0042_version_state"),
]
operations = [
migrations.AlterField(
model_name="build",
name="state",
field=models.CharField(
choices=[
... | Migration |
python | doocs__leetcode | solution/3000-3099/3069.Distribute Elements Into Two Arrays I/Solution.py | {
"start": 0,
"end": 293
} | class ____:
def resultArray(self, nums: List[int]) -> List[int]:
arr1 = [nums[0]]
arr2 = [nums[1]]
for x in nums[2:]:
if arr1[-1] > arr2[-1]:
arr1.append(x)
else:
arr2.append(x)
return arr1 + arr2
| Solution |
python | huggingface__transformers | src/transformers/models/poolformer/modeling_poolformer.py | {
"start": 4579,
"end": 6844
} | class ____(nn.Module):
"""This corresponds to the 'PoolFormerBlock' class in the original implementation."""
def __init__(self, config, num_channels, pool_size, hidden_size, intermediate_size, drop_path):
super().__init__()
self.pooling = PoolFormerPooling(pool_size)
self.output = PoolF... | PoolFormerLayer |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/util/langhelpers.py | {
"start": 12588,
"end": 33341
} | class ____:
def __init__(
self, group: str, auto_fn: Optional[Callable[..., Any]] = None
):
self.group = group
self.impls: Dict[str, Any] = {}
self.auto_fn = auto_fn
def clear(self):
self.impls.clear()
def load(self, name: str) -> Any:
if name in self.im... | PluginLoader |
python | readthedocs__readthedocs.org | readthedocs/organizations/tests/test_privacy_urls.py | {
"start": 1822,
"end": 2983
} | class ____(OrganizationMixin, TestCase):
"""All views are available for the owner of the organization."""
response_data = {
# Places where we 302 on success.
"/organizations/choose/{next_name}/": {"status_code": 302},
"/organizations/invite/{hash}/redeem/": {"status_code": 302},
... | AuthUserOrganizationsTest |
python | run-llama__llama_index | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/common/_shared.py | {
"start": 11318,
"end": 11860
} | class ____(SearchParams):
ef_search: Annotated[PositiveInt | None, Field(le=1_000)] = None
iterative_scan: HNSWIterativeScanMode | None = None
max_scan_tuples: PositiveInt | None = None
scan_mem_multiplier: Annotated[PositiveFloat | None, Field(le=1_000)] = None
@override
def search_settings(se... | HNSWSearchParams |
python | prakhar1989__Algorithms | tests/singly_linked_list_test.py | {
"start": 143,
"end": 668
} | class ____(unittest.TestCase):
def setUp(self):
self.tens = SinglyLinkedList(range(0, 100, 10))
self.blankList = SinglyLinkedList()
def test_length_method(self):
self.assertEqual(len(self.tens), 10)
self.assertEqual(len(self.blankList), 0)
def test_add_method(self):
... | test_graph |
python | django__django | django/contrib/postgres/fields/citext.py | {
"start": 122,
"end": 533
} | class ____(CharField):
system_check_removed_details = {
"msg": (
"django.contrib.postgres.fields.CICharField is removed except for support "
"in historical migrations."
),
"hint": (
'Use CharField(db_collation="…") with a case-insensitive non-deterministic... | CICharField |
python | getsentry__sentry | src/sentry/hybridcloud/outbox/base.py | {
"start": 896,
"end": 2937
} | class ____(Model):
"""
overrides model save, update, and delete methods such that, within an atomic transaction,
an outbox returned from outbox_for_update is saved. Furthermore, using this mixin causes get_protected_operations
to protect any updates/deletes/inserts of this model that do not go through t... | RegionOutboxProducingModel |
python | apache__airflow | providers/google/src/airflow/providers/google/marketing_platform/operators/search_ads.py | {
"start": 9772,
"end": 10959
} | class ____(_GoogleSearchAdsBaseOperator):
"""
List all custom columns.
.. seealso:
For API documentation check:
https://developers.google.com/search-ads/reporting/api/reference/rest/v0/customers.customColumns/list
.. seealso::
For more information on how to use this operator, t... | GoogleSearchAdsListCustomColumnsOperator |
python | pandas-dev__pandas | pandas/tests/frame/methods/test_astype.py | {
"start": 31099,
"end": 32565
} | class ____(pd.Int16Dtype):
# GH 42501
def construct_array_type(self):
return IntegerArrayNoCopy
def test_frame_astype_no_copy():
# GH 42501
df = DataFrame({"a": [1, 4, None, 5], "b": [6, 7, 8, 9]}, dtype=object)
result = df.astype({"a": Int16DtypeNoCopy()})
assert result.a.dtype == p... | Int16DtypeNoCopy |
python | euske__pdfminer | pdfminer/ccitt.py | {
"start": 23474,
"end": 25463
} | class ____(CCITTG4Parser):
def __init__(self, width, bytealign=False, reversed=False):
CCITTG4Parser.__init__(self, width, bytealign=bytealign)
self.reversed = reversed
self._buf = b''
return
def close(self):
return self._buf
def output_line(self, y, bits):
... | CCITTFaxDecoder |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/typeVarDefaultTypeAlias3.py | {
"start": 3332,
"end": 3802
} | class ____[T1, *Ts2]: ...
type TA_TC[T1 = str, *Ts2 = Unpack[tuple[T1, ...]]] = ClassTC[T1, *Ts2]
def func6(
tc1: TA_TC,
tc2: TA_TC[int],
tc3: TA_TC[int, *tuple[()]],
tc4: TA_TC[int, *tuple[None]],
):
reveal_type(tc1, expected_text="ClassTC[str, *tuple[str, ...]]")
reveal_type(tc2, expected_... | ClassTC |
python | great-expectations__great_expectations | docs/docusaurus/versioned_docs/version-0.18/oss/guides/expectations/creating_custom_expectations/column_pair_map_expectation_template.py | {
"start": 1051,
"end": 2783
} | class ____(ColumnPairMapMetricProvider):
# </snippet>
# This is the id string that will be used to reference your metric.
# <snippet name="docs/docusaurus/docs/oss/guides/expectations/creating_custom_expectations/column_pair_map_expectation_template.py metric_name">
condition_metric_name = "METRIC NAME ... | ColumnPairValuesMatchSomeCriteria |
python | catalyst-team__catalyst | catalyst/metrics/_cmc_score.py | {
"start": 8205,
"end": 13511
} | class ____(AccumulativeMetric):
"""Cumulative Matching Characteristics for Reid case
Args:
embeddings_key: key of embedding tensor in batch
pids_key: key of pids tensor in batch
cids_key: key of cids tensor in batch
is_query_key: key of query flag tensor in batch
topk: l... | ReidCMCMetric |
python | django__django | tests/admin_changelist/admin.py | {
"start": 1989,
"end": 2055
} | class ____(admin.ModelAdmin):
list_filter = ["genres"]
| BandAdmin |
python | django__django | tests/admin_changelist/admin.py | {
"start": 2698,
"end": 2766
} | class ____(admin.ModelAdmin):
list_filter = ["members"]
| GroupAdmin |
python | pytorch__pytorch | test/torch_np/test_ndarray_methods.py | {
"start": 17205,
"end": 21653
} | class ____(TestCase):
usg_data = [
([1, 1, 1, 1, 1, 1, 1, 1, 0, 0, 0, 0, 0, 0, 0], 8),
([3, 3, 3, 3, 2, 2, 2, 2], 4),
([0, 1, 2, 3, 4, 5, 6, 7], 0),
([7, 6, 5, 4, 3, 2, 1, 0], 7),
]
sg_data = usg_data + [
([1, 2, 3, 4, -4, -3, -2, -1], 4),
([1, 2, 3, 4, -1, -2... | TestArgmin |
python | facebookresearch__faiss | faiss/gpu/test/test_gpu_basics.py | {
"start": 8149,
"end": 11548
} | class ____(unittest.TestCase):
def test_input_types(self):
self.do_test_input_types(0, 0)
def test_input_types_tiling(self):
self.do_test_input_types(0, 500)
self.do_test_input_types(1000, 0)
self.do_test_input_types(1000, 500)
def do_test_input_types(self, vectorsMemoryLim... | TestKnn |
python | walkccc__LeetCode | solutions/3509. Maximum Product of Subsequences With an Alternating Sum Equal to K/3509.py | {
"start": 24,
"end": 240
} | class ____(Enum):
FIRST = 0 # first element - add to sum and start product
SUBTRACT = 1 # second element - subtract from sum and multiply product
ADD = 2 # third element - add to sum and multiply product
| State |
python | tensorflow__tensorflow | tensorflow/python/keras/engine/keras_tensor.py | {
"start": 22463,
"end": 25178
} | class ____(object):
"""Iterates over the leading dim of a KerasTensor. Performs 0 error checks."""
def __init__(self, tensor, dim0):
self._tensor = tensor
self._index = 0
self._limit = dim0
def __iter__(self):
return self
def __next__(self):
if self._index == self._limit:
raise Stop... | _KerasTensorIterator |
python | tiangolo__fastapi | fastapi/openapi/models.py | {
"start": 2179,
"end": 2301
} | class ____(BaseModelWithConfig):
name: str
identifier: Optional[str] = None
url: Optional[AnyUrl] = None
| License |
python | GoogleCloudPlatform__python-docs-samples | appengine/standard/endpoints/backend/main.py | {
"start": 4752,
"end": 5305
} | class ____(remote.Service):
@endpoints.method(
message_types.VoidMessage,
Greeting,
path="greet",
http_method="POST",
name="greet",
)
def greet(self, request):
user = endpoints.get_current_user()
user_name = user.email() if user else "Anonymous"
... | AuthedGreetingApi |
python | cython__cython | tests/run/posonly.py | {
"start": 11203,
"end": 18330
} | class ____(object):
"""
>>> TestMangling().f()
42
>>> TestMangling().f2()
42
#>>> TestMangling().f3()
#(42, 43)
#>>> TestMangling().f4()
#(42, 43, 44)
>>> TestMangling().f2(1)
1
#>>> TestMangling().f3(1, _TestMangling__b=2)
#(1, 2)
#>>> TestMangling().f4(1, _Te... | TestMangling |
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