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 | pennersr__django-allauth | allauth/headless/account/views.py | {
"start": 10423,
"end": 12525
} | class ____(APIView):
input_class = ResetPasswordInput
def handle_invalid_input(self, input: ResetPasswordInput):
if self.process and "key" in input.errors:
self.process.record_invalid_attempt()
return super().handle_invalid_input(input)
def handle(self, request, *args, **kwargs... | ResetPasswordView |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/triggers/vertex_ai.py | {
"start": 6904,
"end": 7899
} | class ____(BaseVertexAIJobTrigger):
"""
Make async calls to Vertex AI to check the state of a running custom training job.
Return the job when it enters a completed state.
"""
job_type_verbose_name = "Custom Training Job"
job_serializer_class = types.TrainingPipeline
statuses_success = {
... | CustomTrainingJobTrigger |
python | tensorflow__tensorflow | tensorflow/python/kernel_tests/signal/fft_ops_test.py | {
"start": 1498,
"end": 5666
} | class ____(test.TestCase):
def _Compare_fftn(
self,
x,
fft_length=None,
axes=None,
norm=None,
use_placeholder=False,
rtol=1e-4,
atol=1e-4,
):
self._CompareForward_fftn(
x, fft_length, axes, norm, use_placeholder, rtol, atol
)
self._CompareBackward... | BaseFFTOpsTest |
python | pypa__pip | src/pip/_vendor/pyproject_hooks/_in_process/_in_process.py | {
"start": 2201,
"end": 10093
} | class ____:
"""Implements the MetaPathFinder interface to locate modules in ``backend-path``.
Since the environment provided by the frontend can contain all sorts of
MetaPathFinders, the only way to ensure the backend is loaded from the
right place is to prepend our own.
"""
def __init__(self,... | _BackendPathFinder |
python | getsentry__sentry-python | tests/test_tracing_utils.py | {
"start": 307,
"end": 5067
} | class ____:
id: str
is_sentry_sdk_frame: bool
namespace: Optional[str] = None
in_app_include: Optional[List[str]] = None
in_app_exclude: Optional[List[str]] = None
abs_path: Optional[str] = None
project_root: Optional[str] = None
@pytest.mark.parametrize(
"test_case, expected",
[
... | ShouldBeIncludedTestCase |
python | realpython__materials | gemini-cli/todolist/src/todolist/database.py | {
"start": 335,
"end": 474
} | class ____(Model):
name = TextField(null=False, unique=True)
class Meta:
database = db
table_name = "lists"
| TaskList |
python | dask__distributed | distributed/pytest_resourceleaks.py | {
"start": 8723,
"end": 10414
} | class ____(ResourceChecker, name="tracemalloc"):
# Report a leak if the traced memory increased by at least this many bytes
LEAK_THRESHOLD = 2**20
# Report at most this many leaks
NDIFF = 5
# Report less than NDIFF leaks if they amount to less than this many bytes
MIN_SIZE_DIFF = 200 * 1024
... | TracemallocMemoryChecker |
python | django__django | tests/generic_views/views.py | {
"start": 5475,
"end": 5546
} | class ____(BookConfig, generic.YearArchiveView):
pass
| BookYearArchive |
python | numba__numba | numba/tests/doc_examples/test_llvm_pass_timings.py | {
"start": 160,
"end": 953
} | class ____(unittest.TestCase):
def test_pass_timings(self):
with override_config('LLVM_PASS_TIMINGS', True):
with captured_stdout() as stdout:
# magictoken.ex_llvm_pass_timings.begin
import numba
@numba.njit
def foo(n):
... | DocsLLVMPassTimings |
python | dagster-io__dagster | python_modules/dagster-graphql/dagster_graphql/schema/logs/events.py | {
"start": 18610,
"end": 18932
} | class ____(graphene.ObjectType):
class Meta:
interfaces = (
GrapheneMessageEvent,
GrapheneDisplayableEvent,
GrapheneStepEvent,
GrapheneMarkerEvent,
GrapheneErrorEvent,
)
name = "ResourceInitFailureEvent"
| GrapheneResourceInitFailureEvent |
python | pypa__pip | src/pip/_internal/cli/parser.py | {
"start": 484,
"end": 3417
} | class ____(optparse.IndentedHelpFormatter):
"""A prettier/less verbose help formatter for optparse."""
def __init__(self, *args: Any, **kwargs: Any) -> None:
# help position must be aligned with __init__.parseopts.description
kwargs["max_help_position"] = 30
kwargs["indent_increment"] =... | PrettyHelpFormatter |
python | getsentry__sentry | src/sentry/integrations/bitbucket_server/webhook.py | {
"start": 2056,
"end": 6136
} | class ____(BitbucketServerWebhook):
@property
def event_type(self) -> IntegrationWebhookEventType:
return IntegrationWebhookEventType.PUSH
def __call__(self, event: Mapping[str, Any], **kwargs) -> None:
authors = {}
if not (
(organization := kwargs.get("organization"))
... | PushEventWebhook |
python | sphinx-doc__sphinx | sphinx/environment/collectors/toctree.py | {
"start": 797,
"end": 17603
} | class ____(EnvironmentCollector):
def clear_doc(self, app: Sphinx, env: BuildEnvironment, docname: str) -> None:
env.tocs.pop(docname, None)
env.toc_secnumbers.pop(docname, None)
env.toc_fignumbers.pop(docname, None)
env.toc_num_entries.pop(docname, None)
env.toctree_includes... | TocTreeCollector |
python | Unity-Technologies__ml-agents | ml-agents/mlagents/trainers/torch_entities/components/reward_providers/rnd_reward_provider.py | {
"start": 616,
"end": 2110
} | class ____(BaseRewardProvider):
"""
Implementation of Random Network Distillation : https://arxiv.org/pdf/1810.12894.pdf
"""
def __init__(self, specs: BehaviorSpec, settings: RNDSettings) -> None:
super().__init__(specs, settings)
self._ignore_done = True
self._random_network = ... | RNDRewardProvider |
python | apache__thrift | test/py.twisted/test_suite.py | {
"start": 2705,
"end": 5718
} | class ____(unittest.TestCase):
@defer.inlineCallbacks
def setUp(self):
self.handler = TestHandler()
self.processor = ThriftTest.Processor(self.handler)
self.pfactory = TBinaryProtocol.TBinaryProtocolFactory()
self.server = reactor.listenTCP(
0, TTwisted.ThriftServer... | ThriftTestCase |
python | getsentry__sentry | src/sentry/api/serializers/models/group.py | {
"start": 29904,
"end": 30248
} | class ____(Protocol):
def __call__(
self,
project_ids: Sequence[int],
group_id_list: Sequence[int],
environment_ids: Sequence[int],
key: str,
value: str,
tenant_ids: dict[str, str | int] | None = None,
) -> Mapping[int, GroupTagValue]: ...
@register(Grou... | _EnvironmentSeenStatsFunc |
python | python__mypy | test-data/unit/plugins/attrhook2.py | {
"start": 164,
"end": 1165
} | class ____(Plugin):
def get_attribute_hook(self, fullname: str) -> Callable[[AttributeContext], Type] | None:
if fullname == "m.Magic.magic_field":
return magic_field_callback
if fullname == "m.Magic.nonexistent_field":
return nonexistent_field_callback
if fullname ==... | AttrPlugin |
python | python-excel__xlwt | xlwt/antlr.py | {
"start": 21406,
"end": 22100
} | class ____(CommonToken):
def __init__(self,*args):
CommonToken.__init__(self,*args)
self.hiddenBefore = None
self.hiddenAfter = None
def getHiddenAfter(self):
return self.hiddenAfter
def getHiddenBefore(self):
return self.hiddenBefore
def setHiddenAfter(self,t... | CommonHiddenStreamToken |
python | anthropics__anthropic-sdk-python | src/anthropic/types/beta/beta_text_editor_code_execution_view_result_block.py | {
"start": 247,
"end": 548
} | class ____(BaseModel):
content: str
file_type: Literal["text", "image", "pdf"]
num_lines: Optional[int] = None
start_line: Optional[int] = None
total_lines: Optional[int] = None
type: Literal["text_editor_code_execution_view_result"]
| BetaTextEditorCodeExecutionViewResultBlock |
python | aio-libs__aiohttp | tests/test_multipart.py | {
"start": 2740,
"end": 4274
} | class ____:
def test_at_eof(self) -> None:
m_resp = mock.create_autospec(aiohttp.ClientResponse, spec_set=True)
m_stream = mock.create_autospec(MultipartReader, spec_set=True)
wrapper = MultipartResponseWrapper(m_resp, m_stream)
wrapper.at_eof()
assert m_resp.content.at_eof.c... | TestMultipartResponseWrapper |
python | altair-viz__altair | altair/vegalite/v6/schema/_config.py | {
"start": 65470,
"end": 66460
} | class ____(TypedDict, total=False):
"""
:class:`altair.BindDirect` ``TypedDict`` wrapper.
Parameters
----------
element
An input element that exposes a *value* property and supports the `EventTarget
<https://developer.mozilla.org/en-US/docs/Web/API/EventTarget>`__ interface, or a
... | BindDirectKwds |
python | django__django | tests/forms_tests/tests/test_forms.py | {
"start": 208121,
"end": 208277
} | class ____(DjangoTemplates):
form_template_name = "forms_tests/form_snippet.html"
field_template_name = "forms_tests/custom_field.html"
| CustomRenderer |
python | PrefectHQ__prefect | src/integrations/prefect-aws/tests/observers/test_ecs_observer.py | {
"start": 33759,
"end": 41424
} | class ____:
@pytest.fixture
def sample_event(self):
return {
"detail": {
"taskArn": "arn:aws:ecs:us-east-1:123456789:task/cluster/task-id",
"containers": [
{"name": "prefect", "exitCode": 1},
{"name": "sidecar", "exitCod... | TestMarkRunsAsCrashed |
python | ray-project__ray | python/ray/tune/tests/tutorial.py | {
"start": 491,
"end": 6333
} | class ____(nn.Module):
def __init__(self):
super(ConvNet, self).__init__()
# In this example, we don't change the model architecture
# due to simplicity.
self.conv1 = nn.Conv2d(1, 3, kernel_size=3)
self.fc = nn.Linear(192, 10)
def forward(self, x):
x = F.relu(F.m... | ConvNet |
python | scrapy__scrapy | tests/test_pipelines.py | {
"start": 772,
"end": 1009
} | class ____:
def open_spider(self, spider):
pass
def close_spider(self, spider):
pass
def process_item(self, item, spider):
item["pipeline_passed"] = True
return item
| DeprecatedSpiderArgPipeline |
python | encode__django-rest-framework | rest_framework/fields.py | {
"start": 51578,
"end": 53695
} | class ____(Field):
default_error_messages = {
'invalid_choice': _('"{input}" is not a valid choice.')
}
html_cutoff = None
html_cutoff_text = _('More than {count} items...')
def __init__(self, choices, **kwargs):
self.choices = choices
self.html_cutoff = kwargs.pop('html_cut... | ChoiceField |
python | jina-ai__jina | jina/proto/docarray_v1/pb/jina_pb2_grpc.py | {
"start": 17788,
"end": 18798
} | class ____(object):
"""*
jina gRPC service to trigger a snapshot at the Executor Runtime.
"""
def snapshot(self, request, context):
"""Missing associated documentation comment in .proto file."""
context.set_code(grpc.StatusCode.UNIMPLEMENTED)
context.set_details('Method not impl... | JinaExecutorSnapshotServicer |
python | falconry__falcon | tests/_wsgi_test_app.py | {
"start": 108,
"end": 739
} | class ____:
def on_post(self, req, resp):
parts = {}
for part in req.media:
# NOTE(vytas): SHA1 is no longer recommended for cryptographic
# purposes, but here we are only using it for integrity checking.
sha1 = hashlib.sha1()
while True:
... | Forms |
python | readthedocs__readthedocs.org | readthedocs/organizations/tests/test_filters.py | {
"start": 4962,
"end": 10974
} | class ____(OrganizationFilterTestCase):
def get_filterset_for_user(self, user, organization, data=None, **kwargs):
self.client.force_login(user)
url = reverse("organization_detail", kwargs={"slug": organization.slug})
resp = self.client.get(url, data=data)
return resp.context_data.ge... | TestOrganizationProjectFilterSet |
python | getsentry__sentry | src/sentry/integrations/slack/analytics.py | {
"start": 513,
"end": 646
} | class ____(BaseNotificationSent):
pass
@analytics.eventclass("integrations.slack.identity_linked")
| SlackIntegrationNotificationSent |
python | tensorflow__tensorflow | tensorflow/python/kernel_tests/array_ops/init_ops_test.py | {
"start": 12283,
"end": 14176
} | class ____(test.TestCase):
@test_util.run_deprecated_v1
def testInitializerIdentical(self):
for dtype in [dtypes.float32, dtypes.float64]:
init1 = init_ops.uniform_unit_scaling_initializer(seed=1, dtype=dtype)
init2 = init_ops.uniform_unit_scaling_initializer(seed=1, dtype=dtype)
self.assertT... | UniformUnitScalingInitializationTest |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/schedule_definition.py | {
"start": 3396,
"end": 6028
} | class ____(Enum):
RUNNING = "RUNNING"
STOPPED = "STOPPED"
def get_or_create_schedule_context(
fn: Callable[..., Any], *args: Any, **kwargs: Any
) -> "ScheduleEvaluationContext":
"""Based on the passed resource function and the arguments passed to it, returns the
user-passed ScheduleEvaluationConte... | DefaultScheduleStatus |
python | pytorch__pytorch | test/jit/test_module_interface.py | {
"start": 960,
"end": 22829
} | class ____(JitTestCase):
def test_not_submodule_interface_call(self):
@torch.jit.interface
class ModuleInterface(nn.Module):
def one(self, inp1: Tensor, inp2: Tensor) -> Tensor:
pass
class TestNotModuleInterfaceCall(nn.Module):
proxy_mod: ModuleInterf... | TestModuleInterface |
python | spack__spack | lib/spack/spack/vendor/attr/exceptions.py | {
"start": 33,
"end": 369
} | class ____(AttributeError):
"""
A frozen/immutable instance or attribute have been attempted to be
modified.
It mirrors the behavior of ``namedtuples`` by using the same error message
and subclassing `AttributeError`.
.. versionadded:: 20.1.0
"""
msg = "can't set attribute"
args =... | FrozenError |
python | getsentry__sentry | tests/sentry/users/models/test_user.py | {
"start": 2730,
"end": 7534
} | class ____(TestCase):
def setUp(self) -> None:
super().setUp()
self.user = self.create_user()
self.user_id = self.user.id
# Organization membership determines which regions the deletion will cascade to
self.organization = self.create_organization(region=_TEST_REGIONS[0])
... | UserHybridCloudDeletionTest |
python | getsentry__sentry | src/sentry/audit_log/events.py | {
"start": 12782,
"end": 13202
} | class ____(AuditLogEvent):
def __init__(self) -> None:
super().__init__(
event_id=130, name="INTERNAL_INTEGRATION_ADD", api_name="internal-integration.create"
)
def render(self, audit_log_entry: AuditLogEntry) -> str:
integration_name = audit_log_entry.data.get("name") or ""... | InternalIntegrationAddAuditLogEvent |
python | tiangolo__fastapi | docs_src/body_nested_models/tutorial007.py | {
"start": 384,
"end": 581
} | class ____(BaseModel):
name: str
description: Union[str, None] = None
price: float
items: List[Item]
@app.post("/offers/")
async def create_offer(offer: Offer):
return offer
| Offer |
python | getsentry__sentry | src/sentry/backup/findings.py | {
"start": 911,
"end": 5044
} | class ____(FindingKind):
Unknown = auto()
# The instances of a particular model did not maintain total ordering of pks (that is, pks did not appear in ascending order, or appear multiple times).
UnorderedInput = auto()
# Multiple instances of the same custom ordinal signature exist in the input.
D... | ComparatorFindingKind |
python | python__mypy | mypy/test/testmodulefinder.py | {
"start": 328,
"end": 5627
} | class ____(Suite):
def setUp(self) -> None:
self.search_paths = SearchPaths(
python_path=(),
mypy_path=(
os.path.join(data_path, "nsx-pkg1"),
os.path.join(data_path, "nsx-pkg2"),
os.path.join(data_path, "nsx-pkg3"),
os.p... | ModuleFinderSuite |
python | Textualize__textual | tests/text_area/test_escape_binding.py | {
"start": 129,
"end": 360
} | class ____(ModalScreen):
BINDINGS = [("escape", "dismiss")]
def compose(self) -> ComposeResult:
yield TextArea(
tab_behavior="focus", # the default
)
yield Button("Submit")
| TextAreaDialog |
python | encode__django-rest-framework | tests/test_request.py | {
"start": 10422,
"end": 13184
} | class ____(TestCase):
def test_repr(self):
http_request = factory.get('/path')
request = Request(http_request)
assert repr(request) == "<rest_framework.request.Request: GET '/path'>"
def test_attribute_access_proxy(self):
http_request = factory.get('/')
request = Reques... | TestHttpRequest |
python | huggingface__transformers | src/transformers/models/lfm2_moe/modeling_lfm2_moe.py | {
"start": 27082,
"end": 29217
} | class ____(GradientCheckpointingLayer):
def __init__(self, config: Lfm2MoeConfig, layer_idx: int):
super().__init__()
self.is_attention_layer = config.layer_types[layer_idx] == "full_attention"
if self.is_attention_layer:
self.self_attn = Lfm2MoeAttention(config, layer_idx)
... | Lfm2MoeDecoderLayer |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/event/registry.py | {
"start": 6130,
"end": 11144
} | class ____(Generic[_ET]):
"""Represent :func:`.listen` arguments."""
__slots__ = (
"target",
"identifier",
"fn",
"fn_key",
"fn_wrap",
"dispatch_target",
)
target: _ET
identifier: str
fn: _ListenerFnType
fn_key: _ListenerFnKeyType
dispatch... | _EventKey |
python | getsentry__sentry | src/sentry/issues/endpoints/project_user_issue.py | {
"start": 5253,
"end": 5568
} | class ____(serializers.Serializer):
transaction = serializers.CharField(required=True)
issueType = serializers.ChoiceField(required=True, choices=ISSUE_TYPE_CHOICES)
traceId = serializers.CharField(required=False)
timestamp = serializers.DateTimeField(required=False)
| ProjectUserIssueRequestSerializer |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/alloy_db.py | {
"start": 27934,
"end": 33462
} | class ____(AlloyDBWriteBaseOperator):
"""
Update an Alloy DB instance.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:AlloyDBUpdateInstanceOperator`
:param cluster_id: Required. ID of the cluster.
:param instance_id: Re... | AlloyDBUpdateInstanceOperator |
python | neetcode-gh__leetcode | python/0100-same-tree.py | {
"start": 164,
"end": 479
} | class ____:
def isSameTree(self, p: Optional[TreeNode], q: Optional[TreeNode]) -> bool:
if not p and not q:
return True
if p and q and p.val == q.val:
return self.isSameTree(p.left, q.left) and self.isSameTree(p.right, q.right)
else:
return False
| Solution |
python | pandas-dev__pandas | pandas/tests/indexing/test_iloc.py | {
"start": 841,
"end": 1606
} | class ____:
@pytest.mark.parametrize("key", [2, -1, [0, 1, 2]])
@pytest.mark.parametrize(
"index",
[
Index(list("abcd"), dtype=object),
Index([2, 4, "null", 8], dtype=object),
date_range("20130101", periods=4),
Index(range(0, 8, 2), dtype=np.float6... | TestiLoc |
python | pytorch__pytorch | test/functorch/test_control_flow.py | {
"start": 335354,
"end": 338948
} | class ____(torch.nn.Module):
def forward(self, x):
x: "f32[s6, 3]";
x, = fx_pytree.tree_flatten_spec(([x], {}), self._in_spec)
_guards_fn = self._guards_fn(x); _guards_fn = None
sym_size_int_1: "Sym(s6)" = torch.ops.aten.sym_size.int(x, 0)
sin: "f32[s6, 3]" = torch.ops.ate... | GraphModule |
python | sqlalchemy__sqlalchemy | test/dialect/mysql/test_query.py | {
"start": 1198,
"end": 2019
} | class ____(fixtures.TestBase):
__only_on__ = "mysql", "mariadb"
__backend__ = True
def test_is_boolean_symbols_despite_no_native(self, connection):
with expect_warnings("Datatype BOOL does not support CAST"):
is_(
connection.scalar(select(cast(true().is_(true()), Boolean... | IdiosyncrasyTest |
python | dagster-io__dagster | python_modules/libraries/dagster-airbyte/dagster_airbyte/translator.py | {
"start": 969,
"end": 1308
} | class ____:
RUNNING = AirbyteJobStatusType.RUNNING
SUCCEEDED = AirbyteJobStatusType.SUCCEEDED
CANCELLED = AirbyteJobStatusType.CANCELLED
PENDING = AirbyteJobStatusType.PENDING
FAILED = AirbyteJobStatusType.FAILED
ERROR = AirbyteJobStatusType.ERROR
INCOMPLETE = AirbyteJobStatusType.INCOMPLETE... | AirbyteState |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/ruff/RUF049.py | {
"start": 539,
"end": 575
} | class ____(Enum): ...
@attrs.mutable
| E |
python | spack__spack | lib/spack/spack/repo.py | {
"start": 70741,
"end": 77867
} | class ____(Mapping[str, RepoDescriptor]):
"""A collection of repository descriptors."""
def __init__(self, descriptors: Dict[str, RepoDescriptor]) -> None:
self.descriptors = descriptors
def __getitem__(self, name: str) -> RepoDescriptor:
return self.descriptors[name]
def __iter__(sel... | RepoDescriptors |
python | matplotlib__matplotlib | lib/matplotlib/text.py | {
"start": 59786,
"end": 76107
} | class ____(Text, _AnnotationBase):
"""
An `.Annotation` is a `.Text` that can refer to a specific position *xy*.
Optionally an arrow pointing from the text to *xy* can be drawn.
Attributes
----------
xy
The annotated position.
xycoords
The coordinate system for *xy*.
arr... | Annotation |
python | google__pytype | pytype/typegraph/typegraph_serializer.py | {
"start": 1884,
"end": 2358
} | class ____:
# Note that cfg_nodes and bindings contain all instances of their respective
# types that are found in the program, while variables only contains the
# Variables that have Bindings. This means lookups of variables should be
# by using `find`, not by direct index access.
cfg_nodes: list[SerializedC... | SerializedProgram |
python | google__jax | jax/_src/numpy/indexing.py | {
"start": 27835,
"end": 52827
} | class ____(NamedTuple):
# The expected shape of the slice output.
slice_shape: Sequence[int]
# The slice shape to pass to lax.gather().
gather_slice_shape: Sequence[int]
# The gather indices to use.
gather_indices: ArrayLike
# A GatherDimensionNumbers object describing the gather to perform.
dnums: slic... | _Indexer |
python | django__django | django/contrib/postgres/forms/ranges.py | {
"start": 3295,
"end": 3484
} | class ____(BaseRangeField):
default_error_messages = {"invalid": _("Enter two valid date/times.")}
base_field = forms.DateTimeField
range_type = DateTimeTZRange
| DateTimeRangeField |
python | huggingface__transformers | src/transformers/models/owlvit/modeling_owlvit.py | {
"start": 17283,
"end": 22260
} | class ____(nn.Module):
"""Multi-headed attention from 'Attention Is All You Need' paper"""
def __init__(self, config):
super().__init__()
self.config = config
self.embed_dim = config.hidden_size
self.num_heads = config.num_attention_heads
self.head_dim = self.embed_dim /... | OwlViTAttention |
python | django__django | django/db/models/fields/json.py | {
"start": 13954,
"end": 17179
} | class ____(Transform):
postgres_operator = "->"
postgres_nested_operator = "#>"
def __init__(self, key_name, *args, **kwargs):
super().__init__(*args, **kwargs)
self.key_name = str(key_name)
def preprocess_lhs(self, compiler, connection):
key_transforms = [self.key_name]
... | KeyTransform |
python | getsentry__sentry | src/sentry/workflow_engine/migrations/0081_add_unique_constraint_to_detector_group.py | {
"start": 222,
"end": 1711
} | class ____(CheckedMigration):
# This flag is used to mark that a migration shouldn't be automatically run in production.
# This should only be used for operations where it's safe to run the migration after your
# code has deployed. So this should not be used for most operations that alter the schema
# o... | Migration |
python | huggingface__transformers | src/transformers/models/informer/modeling_informer.py | {
"start": 42910,
"end": 52142
} | class ____(InformerPreTrainedModel):
"""
Transformer decoder consisting of *config.decoder_layers* layers. Each layer is a
[`InformerDecoderLayer`]
Args:
config: InformerConfig
"""
def __init__(self, config: InformerConfig):
super().__init__(config)
self.dropout = confi... | InformerDecoder |
python | automl__auto-sklearn | test/test_pipeline/implementations/test_util.py | {
"start": 101,
"end": 1861
} | class ____(unittest.TestCase):
def test_softmax_binary(self):
df = np.array(
[
-40.00643897,
34.69754581,
23.71181359,
-29.89724287,
27.06071791,
-37.78334103,
-40.15812461,
... | UtilTest |
python | huggingface__transformers | src/transformers/models/sam/modeling_sam.py | {
"start": 2344,
"end": 4368
} | class ____(ModelOutput):
r"""
iou_scores (`torch.FloatTensor` of shape `(batch_size, num_masks)`):
The iou scores of the predicted masks.
pred_masks (`torch.FloatTensor` of shape `(batch_size, num_masks, height, width)`):
The predicted low resolutions masks. Needs to be post-processed by the... | SamImageSegmentationOutput |
python | pydata__xarray | xarray/computation/rolling_exp.py | {
"start": 1460,
"end": 9389
} | class ____(Generic[T_DataWithCoords]):
"""
Exponentially-weighted moving window object.
Similar to EWM in pandas
Parameters
----------
obj : Dataset or DataArray
Object to window.
windows : mapping of hashable to int (or float for alpha type)
A mapping from the name of the d... | RollingExp |
python | pandas-dev__pandas | pandas/core/arrays/integer.py | {
"start": 6264,
"end": 6457
} | class ____(IntegerDtype):
type = np.uint32
name: ClassVar[str] = "UInt32"
__doc__ = _dtype_docstring.format(dtype="uint32")
@register_extension_dtype
@set_module("pandas")
| UInt32Dtype |
python | airbytehq__airbyte | airbyte-ci/connectors/connectors_insights/src/connectors_insights/pylint_plugins/cdk_deprecation_checkers.py | {
"start": 725,
"end": 1157
} | class ____(BaseChecker):
name = "forbidden-method-name-checker"
msgs = {
"C9001": ('Method name "%s" is forbidden', "forbidden-method-name", "Used when a forbidden method name is detected."),
}
def visit_functiondef(self, node: astroid.node) -> None:
if node.name in FORBIDDEN_METHOD_NAM... | ForbiddenMethodNameChecker |
python | huggingface__transformers | src/transformers/models/ijepa/modeling_ijepa.py | {
"start": 14554,
"end": 15077
} | class ____(nn.Module):
def __init__(self, config: IJepaConfig):
super().__init__()
self.config = config
self.layer = nn.ModuleList([IJepaLayer(config) for _ in range(config.num_hidden_layers)])
self.gradient_checkpointing = False
def forward(self, hidden_states: torch.Tensor) ->... | IJepaEncoder |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/pycodestyle/E30.py | {
"start": 7523,
"end": 8023
} | class ____:
def a(self):
pass
# wrongly indented comment
def b(self):
pass
# end
# E303
def fn():
pass
pass
# end
# E304
@decorator
def function():
pass
# end
# E304
@decorator
# comment E304 not expected
def function():
pass
# end
# E304
@decorator
# comment ... | Test |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/metadata/table.py | {
"start": 874,
"end": 1526
} | class ____:
other: PublicAttr[Sequence[str]]
"""Descriptor for "table-level" constraints. Presently only one property,
`other` is supported. This contains strings describing arbitrary
table-level constraints. A table-level constraint is a constraint defined
in terms of multiple columns (e.g. col_A ... | TableConstraints |
python | numba__llvmlite | llvmlite/ir/instructions.py | {
"start": 10724,
"end": 11619
} | class ____(Instruction):
def __init__(self, parent, cond, lhs, rhs, name='', flags=()):
assert lhs.type == rhs.type
super(SelectInstr, self).__init__(parent, lhs.type, "select",
[cond, lhs, rhs], name=name,
flags=fla... | SelectInstr |
python | scipy__scipy | scipy/special/tests/test_orthogonal.py | {
"start": 8732,
"end": 9998
} | class ____:
def test_sh_jacobi(self):
# G^(p,q)_n(x) = n! gamma(n+p)/gamma(2*n+p) * P^(p-q,q-1)_n(2*x-1)
def conv(n, p):
return gamma(n + 1) * gamma(n + p) / gamma(2 * n + p)
psub = np.poly1d([2,-1])
q = 4 * np.random.random()
p = q-1 + 2*np.random.random()
... | TestShJacobi |
python | openai__openai-python | src/openai/resources/beta/assistants.py | {
"start": 23090,
"end": 45007
} | class ____(AsyncAPIResource):
@cached_property
def with_raw_response(self) -> AsyncAssistantsWithRawResponse:
"""
This property can be used as a prefix for any HTTP method call to return
the raw response object instead of the parsed content.
For more information, see https://www... | AsyncAssistants |
python | kamyu104__LeetCode-Solutions | Python/find-the-first-player-to-win-k-games-in-a-row.py | {
"start": 42,
"end": 464
} | class ____(object):
def findWinningPlayer(self, skills, k):
"""
:type skills: List[int]
:type k: int
:rtype: int
"""
result = cnt = 0
for i in range(1, len(skills)):
if skills[result] < skills[i]:
result = i
cnt = 0
... | Solution |
python | scikit-image__scikit-image | src/skimage/_shared/utils.py | {
"start": 6322,
"end": 6663
} | class ____(metaclass=PatchClassRepr):
"""Signal value to help with deprecating parameters that use None.
This is a proxy object, used to signal that a parameter has not been set.
This is useful if ``None`` is already used for a different purpose or just
to highlight a deprecated parameter in the signat... | DEPRECATED |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/cover/test_observability.py | {
"start": 9620,
"end": 23582
} | class ____(RuleBasedStateMachine):
value = 0
@rule()
def inc(self):
self.value += 1
@rule()
def dec(self):
self.value -= 1
@invariant()
def limits(self):
assert abs(self.value) <= 100
@xfail_on_crosshair(Why.other, strict=False)
def test_observability_captures_st... | UltraSimpleMachine |
python | tensorflow__tensorflow | tensorflow/python/compiler/tensorrt/test/bool_test.py | {
"start": 1083,
"end": 1987
} | class ____(trt_test.TfTrtIntegrationTestBase):
"""Test for boolean operations in TF-TRT."""
def GraphFn(self, x1, x2):
x = math_ops.logical_and(x1, x2)
x = math_ops.logical_or(x, x2)
q = math_ops.not_equal(x, x2)
q = math_ops.logical_not(q)
return array_ops.identity(q, name="output_0")
def G... | BoolTest |
python | numba__numba | numba/tests/test_dispatcher.py | {
"start": 21929,
"end": 22100
} | class ____(TestSignatureHandling):
"""
Sams as TestSignatureHandling, but in object mode.
"""
jit_args = dict(forceobj=True)
| TestSignatureHandlingObjectMode |
python | mlflow__mlflow | mlflow/types/llm.py | {
"start": 12021,
"end": 13250
} | class ____(_BaseDataclass):
"""
Definition for function tools (currently the only supported type of tool).
Args:
name (str): The name of the tool.
description (str): A description of what the tool does, and how it should be used.
**Optional**, defaults to ``None``
parame... | FunctionToolDefinition |
python | coleifer__peewee | examples/graph.py | {
"start": 116,
"end": 575
} | class ____(Base):
name = TextField(primary_key=True)
def outgoing(self):
return (Node
.select(Node, Edge.weight)
.join(Edge, on=Edge.dest)
.where(Edge.src == self)
.objects())
def incoming(self):
return (Node
.... | Node |
python | graphql-python__graphene | graphene/utils/tests/test_dataloader.py | {
"start": 804,
"end": 1115
} | class ____(ObjectType):
skywalker_family = List(CharacterType)
async def resolve_skywalker_family(_, info):
return await info.context.character_loader.load_many(["1", "2", "3"])
mock_batch_load_fn = Mock(
side_effect=lambda character_ids: [get_character(id) for id in character_ids]
)
| Query |
python | huggingface__transformers | src/transformers/models/gemma2/modeling_gemma2.py | {
"start": 13924,
"end": 16082
} | class ____(GradientCheckpointingLayer):
def __init__(self, config: Gemma2Config, layer_idx: int):
super().__init__()
self.hidden_size = config.hidden_size
self.config = config
self.attention_type = config.layer_types[layer_idx]
self.self_attn = Gemma2Attention(config=config, ... | Gemma2DecoderLayer |
python | pypa__pipenv | pipenv/patched/pip/_internal/index/collector.py | {
"start": 8192,
"end": 8817
} | class ____:
"""Represents one response (or page), along with its URL.
:param encoding: the encoding to decode the given content.
:param url: the URL from which the HTML was downloaded.
:param cache_link_parsing: whether links parsed from this page's url
should be cached. ... | IndexContent |
python | openai__openai-python | src/openai/types/evals/run_cancel_response.py | {
"start": 6108,
"end": 6798
} | class ____(BaseModel):
content: DataSourceResponsesInputMessagesTemplateTemplateEvalItemContent
"""Inputs to the model - can contain template strings."""
role: Literal["user", "assistant", "system", "developer"]
"""The role of the message input.
One of `user`, `assistant`, `system`, or `developer`... | DataSourceResponsesInputMessagesTemplateTemplateEvalItem |
python | django-extensions__django-extensions | django_extensions/db/fields/__init__.py | {
"start": 800,
"end": 3122
} | class ____:
def check_is_bool(self, attrname):
if not isinstance(getattr(self, attrname), bool):
raise ValueError("'{}' argument must be True or False".format(attrname))
@staticmethod
def _get_fields(model_cls):
return [
(f, f.model if f.model != model_cls else None)... | UniqueFieldMixin |
python | sqlalchemy__sqlalchemy | test/typing/plain_files/orm/mapped_covariant.py | {
"start": 853,
"end": 1254
} | class ____(Protocol):
# Read-only for simplicity, mutable protocol members are complicated,
# see https://mypy.readthedocs.io/en/latest/common_issues.html#covariant-subtyping-of-mutable-protocol-members-is-rejected
@property
def parent(self) -> Mapped[ParentProtocol]: ...
def get_parent_name(child: Ch... | ChildProtocol |
python | redis__redis-py | tests/test_asyncio/test_search.py | {
"start": 52604,
"end": 53731
} | class ____(AsyncSearchTestsBase):
@pytest.mark.redismod
@pytest.mark.onlynoncluster
@skip_ifmodversion_lt("2.2.0", "search")
@skip_if_server_version_gte("7.9.0")
async def test_config(self, decoded_r: redis.Redis):
assert await decoded_r.ft().config_set("TIMEOUT", "100")
with pytest.... | TestConfig |
python | plotly__plotly.py | plotly/graph_objs/layout/yaxis/_autorangeoptions.py | {
"start": 235,
"end": 5864
} | class ____(_BaseLayoutHierarchyType):
_parent_path_str = "layout.yaxis"
_path_str = "layout.yaxis.autorangeoptions"
_valid_props = {
"clipmax",
"clipmin",
"include",
"includesrc",
"maxallowed",
"minallowed",
}
@property
def clipmax(self):
... | Autorangeoptions |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/loop19.py | {
"start": 95,
"end": 303
} | class ____:
yyy: int
def method1(self, results: list[Results]):
abc = None
for result in results:
if abc is not None and abc.zzz < result.zzz:
abc = result
| Foo |
python | pytorch__pytorch | torch/_inductor/fx_passes/misc_patterns.py | {
"start": 2764,
"end": 5148
} | class ____:
numpy_compat: dict[str, tuple[str, ...]] = {
"dim": ("axis",),
"keepdim": ("keepdims",),
"input": ("x", "a", "x1"),
"other": ("x2",),
}
inverse_mapping: dict[str, str]
cache: dict["torch.fx.graph.Target", OrderedSet[str]]
def __init__(self) -> None:
... | NumpyCompatNormalization |
python | huggingface__transformers | src/transformers/models/smolvlm/modeling_smolvlm.py | {
"start": 6721,
"end": 9180
} | class ____(nn.Module):
"""Multi-headed attention from 'Attention Is All You Need' paper"""
def __init__(self, config):
super().__init__()
self.config = config
self.embed_dim = config.hidden_size
self.num_heads = config.num_attention_heads
self.head_dim = self.embed_dim /... | SmolVLMVisionAttention |
python | PrefectHQ__prefect | src/prefect/server/api/clients.py | {
"start": 903,
"end": 2388
} | class ____:
_http_client: PrefectHttpxAsyncClient
def __init__(self, additional_headers: dict[str, str] | None = None):
from prefect.server.api.server import create_app
additional_headers = additional_headers or {}
# create_app caches application instances, and invoking it with no arg... | BaseClient |
python | huggingface__transformers | src/transformers/models/convbert/modeling_convbert.py | {
"start": 21600,
"end": 26659
} | class ____(nn.Module):
r"""
Compute a single vector summary of a sequence hidden states.
Args:
config ([`ConvBertConfig`]):
The config used by the model. Relevant arguments in the config class of the model are (refer to the actual
config class of your model for the default v... | ConvBertSequenceSummary |
python | pytorch__pytorch | torch/utils/benchmark/utils/compare.py | {
"start": 10712,
"end": 13473
} | class ____:
"""Helper class for displaying the results of many measurements in a
formatted table.
The table format is based on the information fields provided in
:class:`torch.utils.benchmark.Timer` (`description`, `label`, `sub_label`,
`num_threads`, etc).
The table can be directly printed us... | Compare |
python | doocs__leetcode | lcof/面试题59 - II. 队列的最大值/Solution.py | {
"start": 0,
"end": 707
} | class ____:
def __init__(self):
self.q1 = deque()
self.q2 = deque()
def max_value(self) -> int:
return -1 if not self.q2 else self.q2[0]
def push_back(self, value: int) -> None:
while self.q2 and self.q2[-1] < value:
self.q2.pop()
self.q1.append(value)
... | MaxQueue |
python | apache__airflow | airflow-core/src/airflow/api_fastapi/core_api/datamodels/ui/common.py | {
"start": 2437,
"end": 2574
} | class ____(BaseModel, Generic[E, N]):
"""Base Graph serializer for responses."""
edges: list[E]
nodes: list[N]
| BaseGraphResponse |
python | sqlalchemy__sqlalchemy | test/orm/test_transaction.py | {
"start": 76867,
"end": 78335
} | class ____(
CtxManagerJoinIntoAnExternalTransactionFixture, fixtures.MappedTest
):
"""2.0 only recipe for "join into an external transaction" that works
without event handlers
"""
def setup_session(self):
self.trans = self.connection.begin()
if (
self.join_mode.conditi... | ReallyNewJoinIntoAnExternalTransactionTest |
python | encode__django-rest-framework | tests/test_fields.py | {
"start": 57387,
"end": 57673
} | class ____(FieldValues):
"""
Values for `TimeField` with a no output format.
"""
valid_inputs = {}
invalid_inputs = {}
outputs = {
datetime.time(13, 00): datetime.time(13, 00)
}
field = serializers.TimeField(format=None)
| TestNoOutputFormatTimeField |
python | joke2k__faker | tests/providers/test_phone_number.py | {
"start": 15030,
"end": 15500
} | class ____:
"""Test hu_HU phone number provider methods"""
def test_phone_number(self, faker, num_samples):
pattern: Pattern = re.compile(
r"(?:" r"\+36 \d{2} |" r"\(06\)\d{2}/|" r"\(\d{2}\)/|" r"\d{2}/|" r"06-\d{1,2}/" r")\d{3}[- ]\d{4}",
)
for _ in range(num_samples):
... | TestHuHu |
python | pyqtgraph__pyqtgraph | tests/test_stability.py | {
"start": 1917,
"end": 3340
} | class ____(pg.QtCore.QThread):
'''Intended to give the gc an opportunity to run from a non-gui thread.'''
def run(self):
i = 0
while True:
i += 1
if (i % 1000000) == 0:
print('--worker--')
def randItem(items):
return items[randint(0, len(... | WorkThread |
python | getsentry__sentry | tests/sentry/integrations/bitbucket_server/test_webhook.py | {
"start": 2799,
"end": 2978
} | class ____(WebhookTestBase):
def test_get_request_fails(self) -> None:
self.get_error_response(self.organization.id, self.integration.id, status_code=405)
| WebhookGetTest |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/job_base.py | {
"start": 1830,
"end": 3098
} | class ____(IJob):
def __init__(
self,
job_def: "JobDefinition",
):
self._job_def = job_def
def get_definition(self) -> "JobDefinition":
return self._job_def
def get_repository_definition(self) -> Optional["RepositoryDefinition"]:
return None
def get_subset(... | InMemoryJob |
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