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 | pallets__werkzeug | src/werkzeug/exceptions.py | {
"start": 18229,
"end": 18662
} | class ____(HTTPException):
"""*424* `Failed Dependency`
Used if the method could not be performed on the resource
because the requested action depended on another action and that action failed.
"""
code = 424
description = (
"The method could not be performed on the resource because th... | FailedDependency |
python | python-openxml__python-docx | src/docx/oxml/text/run.py | {
"start": 8825,
"end": 9432
} | class ____(BaseOxmlElement):
"""`<w:t>` element, containing a sequence of characters within a run."""
def __str__(self) -> str:
"""Text contained in this element, the empty string if it has no content.
This property allows this run inner-content element to be queried for its text
the s... | CT_Text |
python | doocs__leetcode | solution/2000-2099/2019.The Score of Students Solving Math Expression/Solution.py | {
"start": 0,
"end": 1210
} | class ____:
def scoreOfStudents(self, s: str, answers: List[int]) -> int:
def cal(s: str) -> int:
res, pre = 0, int(s[0])
for i in range(1, n, 2):
if s[i] == "*":
pre *= int(s[i + 1])
else:
res += pre
... | Solution |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 848000,
"end": 848392
} | 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("ProjectV2Field", graphql_... | ProjectV2FieldEdge |
python | plotly__plotly.py | plotly/graph_objs/icicle/marker/_colorbar.py | {
"start": 233,
"end": 61611
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "icicle.marker"
_path_str = "icicle.marker.colorbar"
_valid_props = {
"bgcolor",
"bordercolor",
"borderwidth",
"dtick",
"exponentformat",
"labelalias",
"len",
"lenmode",
"minexpone... | ColorBar |
python | facebook__pyre-check | client/tests/error_test.py | {
"start": 385,
"end": 7310
} | class ____(unittest.TestCase):
fake_error = {
"line": 4,
"column": 11,
"stop_line": 4,
"stop_column": 21,
"path": "c.py",
"code": -1,
"name": "Revealed type",
"description": "Fake error",
"define": "c.$toplevel",
}
def test_json_parsin... | ErrorTest |
python | huggingface__transformers | src/transformers/models/blt/modeling_blt.py | {
"start": 19426,
"end": 20109
} | class ____(PreTrainedModel):
config: BltConfig
base_model_prefix = "model"
input_modalities = ("image", "text")
supports_gradient_checkpointing = True
_no_split_modules = ["BltTransformerLayer"]
_can_compile_fullgraph = False # static cache cannot have different shapes for each layer
_suppo... | BltPreTrainedModel |
python | qdrant__qdrant-client | qdrant_client/http/models/models.py | {
"start": 109133,
"end": 109231
} | class ____(BaseModel, extra="forbid"):
sample: "Sample" = Field(..., description="")
| SampleQuery |
python | django__django | tests/template_tests/test_response.py | {
"start": 13242,
"end": 13769
} | class ____(SimpleTestCase):
def test_custom_urlconf(self):
response = self.client.get("/template_response_view/")
self.assertContains(response, "This is where you can find the snark: /snark/")
@modify_settings(
MIDDLEWARE={
"append": [
"django.middleware.cache.FetchFromCach... | CustomURLConfTest |
python | dagster-io__dagster | python_modules/dagster-graphql/dagster_graphql/schema/roots/mutation.py | {
"start": 28992,
"end": 30425
} | class ____(graphene.Mutation):
"""Reports runless events for an asset or a subset of its partitions."""
Output = graphene.NonNull(GrapheneReportRunlessAssetEventsResult)
class Arguments:
eventParams = graphene.Argument(graphene.NonNull(GrapheneReportRunlessAssetEventsParams))
class Meta:
... | GrapheneReportRunlessAssetEventsMutation |
python | facebook__pyre-check | client/commands/profile.py | {
"start": 1124,
"end": 1273
} | class ____:
name: str
worker_id: int
pid: int
timestamp: int
tags: Dict[str, str]
@dataclasses.dataclass(frozen=True)
| EventMetadata |
python | sqlalchemy__sqlalchemy | test/orm/inheritance/test_magazine.py | {
"start": 592,
"end": 11734
} | class ____(fixtures.MappedTest):
@classmethod
def setup_classes(cls):
Base = cls.Comparable
class Publication(Base):
pass
class Issue(Base):
pass
class Location(Base):
pass
class LocationName(Base):
pass
class P... | MagazineTest |
python | encode__django-rest-framework | tests/test_generics.py | {
"start": 5483,
"end": 11309
} | class ____(TestCase):
def setUp(self):
"""
Create 3 BasicModel instances.
"""
items = ['foo', 'bar', 'baz', 'filtered out']
for item in items:
BasicModel(text=item).save()
self.objects = BasicModel.objects.exclude(text='filtered out')
self.data = [... | TestInstanceView |
python | walkccc__LeetCode | solutions/3290. Maximum Multiplication Score/3290-2.py | {
"start": 0,
"end": 329
} | class ____:
def maxScore(self, a: list[int], b: list[int]) -> int:
# dp[i] := the maximum score of a[0..i]
dp = [-math.inf] * 4
for num in b:
for i in reversed(range(4)):
# Skip `num` or pair a[i] with `num`.
dp[i] = max(dp[i], (dp[i - 1] if i > 0 else 0) + a[i] * num)
return d... | Solution |
python | kamyu104__LeetCode-Solutions | Python/rectangle-area.py | {
"start": 29,
"end": 501
} | class ____(object):
# @param {integer} A
# @param {integer} B
# @param {integer} C
# @param {integer} D
# @param {integer} E
# @param {integer} F
# @param {integer} G
# @param {integer} H
# @return {integer}
def computeArea(self, A, B, C, D, E, F, G, H):
return (D - B) * ... | Solution |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/perflint/PERF402.py | {
"start": 436,
"end": 800
} | class ____:
def append(self, x):
pass
def f():
items = [1, 2, 3, 4]
result = Foo()
for i in items:
result.append(i) # OK
def f():
import sys
for path in ("foo", "bar"):
sys.path.append(path) # OK
def f():
items = [1, 2, 3, 4]
result = []
async for i i... | Foo |
python | kamyu104__LeetCode-Solutions | Python/spiral-matrix-iv.py | {
"start": 70,
"end": 172
} | class ____(object):
def __init__(self, val=0, next=None):
pass
# linked list, array
| ListNode |
python | pandas-dev__pandas | pandas/io/json/_json.py | {
"start": 5773,
"end": 7213
} | class ____(ABC):
_default_orient: str
def __init__(
self,
obj: NDFrame,
orient: str | None,
date_format: str,
double_precision: int,
ensure_ascii: bool,
date_unit: str,
index: bool,
default_handler: Callable[[Any], JSONSerializable] | None... | Writer |
python | pydantic__pydantic | tests/mypy/outputs/mypy-plugin-strict_ini/plugin_fail_baseConfig.py | {
"start": 5745,
"end": 6033
} | class ____(BaseModel):
x: str = Field(..., alias=x_alias)
z: int
class Config:
validate_by_name = True
DynamicAliasModel2(y='y', z=1)
# MYPY: error: Unexpected keyword argument "y" for "DynamicAliasModel2" [call-arg]
DynamicAliasModel2(x='y', z=1)
| DynamicAliasModel2 |
python | pytest-dev__pytest | testing/test_assertrewrite.py | {
"start": 63236,
"end": 70563
} | class ____:
def test_option_default(self, pytester: Pytester) -> None:
config = pytester.parseconfig()
assert config.getini("enable_assertion_pass_hook") is False
@pytest.fixture
def flag_on(self, pytester: Pytester):
pytester.makeini("[pytest]\nenable_assertion_pass_hook = True\n")... | TestAssertionPass |
python | plotly__plotly.py | plotly/graph_objs/icicle/marker/_line.py | {
"start": 233,
"end": 4730
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "icicle.marker"
_path_str = "icicle.marker.line"
_valid_props = {"color", "colorsrc", "width", "widthsrc"}
@property
def color(self):
"""
Sets the color of the line enclosing each sector. Defaults to
the `paper_bgcolor`... | Line |
python | networkx__networkx | networkx/generators/tests/test_random_clustered.py | {
"start": 39,
"end": 1297
} | class ____:
def test_custom_joint_degree_sequence(self):
node = [1, 1, 1, 2, 1, 2, 0, 0]
tri = [0, 0, 0, 0, 0, 1, 1, 1]
joint_degree_sequence = zip(node, tri)
G = nx.random_clustered_graph(joint_degree_sequence)
assert G.number_of_nodes() == 8
assert G.number_of_edges... | TestRandomClusteredGraph |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_chart_format02.py | {
"start": 315,
"end": 1554
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("chart_format02.xlsx")
def test_create_file(self):
"""Test the creation of an XlsxWriter file with chart formatting."""
workbook = ... | TestCompareXLSXFiles |
python | ethereum__web3.py | web3/beacon/beacon.py | {
"start": 1235,
"end": 8650
} | class ____:
def __init__(
self,
base_url: str,
request_timeout: float = 10.0,
) -> None:
self.base_url = base_url
self.request_timeout = request_timeout
self._request_session_manager = HTTPSessionManager()
def _make_get_request(
self, endpoint_url: st... | Beacon |
python | Lightning-AI__lightning | src/lightning/pytorch/trainer/connectors/logger_connector/result.py | {
"start": 3429,
"end": 5907
} | class ____:
fx: str
name: str
prog_bar: bool = False
logger: bool = True
on_step: bool = False
on_epoch: bool = True
# https://github.com/pytorch/pytorch/issues/96197
reduce_fx: Callable = torch.mean
enable_graph: bool = False
add_dataloader_idx: bool = True
dataloader_idx: O... | _Metadata |
python | ray-project__ray | python/ray/serve/schema.py | {
"start": 41364,
"end": 42002
} | class ____(BaseModel):
"""Represents the dependency graph of deployments in an application.
The topology shows which deployments call which other deployments,
with the ingress deployment as the entry point.
"""
app_name: str = Field(
description="The name of the application this topology b... | DeploymentTopology |
python | numpy__numpy | numpy/_core/tests/test_unicode.py | {
"start": 8726,
"end": 8892
} | class ____(AssignValues):
"""Check the assignment of valued arrays (size 1009, UCS2 values)"""
ulen = 1009
ucs_value = ucs2_value
| TestAssignValues_1009_UCS2 |
python | joke2k__faker | tests/providers/test_python.py | {
"start": 5556,
"end": 11129
} | class ____(unittest.TestCase):
def setUp(self):
self.fake = Faker()
Faker.seed(0)
def test_pyfloat(self):
result = self.fake.pyfloat()
self.assertIsInstance(result, float)
def test_left_digits(self):
expected_left_digits = 10
result = self.fake.pyfloat(lef... | TestPyfloat |
python | boto__boto3 | boto3/resources/model.py | {
"start": 3108,
"end": 4267
} | class ____:
"""
An auto-filled parameter which has a source and target. For example,
the ``QueueUrl`` may be auto-filled from a resource's ``url`` identifier
when making calls to ``queue.receive_messages``.
:type target: string
:param target: The destination parameter name, e.g. ``QueueUrl``
... | Parameter |
python | celery__celery | celery/utils/functional.py | {
"start": 857,
"end": 5142
} | class ____(lazy):
"""Memoized lazy evaluation.
The function is only evaluated once, every subsequent access
will return the same value.
"""
#: Set to :const:`True` after the object has been evaluated.
evaluated = False
_value = None
def evaluate(self):
if not self.evaluated:
... | mlazy |
python | cython__cython | Cython/Compiler/PyrexTypes.py | {
"start": 183727,
"end": 184105
} | class ____(BuiltinObjectType, PythonTypeConstructorMixin):
"""
builtin types like list, dict etc which can be subscripted in annotations
"""
def __init__(self, name, cname, objstruct_cname=None):
super().__init__(
name, cname, objstruct_cname=objstruct_cname)
self.set_python_... | BuiltinTypeConstructorObjectType |
python | eventlet__eventlet | tests/isolated/wsgi_connection_timeout.py | {
"start": 1149,
"end": 1941
} | class ____:
# server's socket.accept(); patches resulting connection sockets
def __init__(self, sock):
self.sock = sock
self.sock._really_accept = self.sock.accept
self.sock.accept = self
self.conn_reg = []
def unwrap(self):
self.sock.accept = self.sock._really_acce... | NaughtySocketAcceptWrap |
python | huggingface__transformers | src/transformers/models/zoedepth/modeling_zoedepth.py | {
"start": 15304,
"end": 17313
} | class ____(nn.Module):
def __init__(self, n_classes=256, act=torch.softmax):
"""Compute log binomial distribution for n_classes
Args:
n_classes (`int`, *optional*, defaults to 256):
Number of output classes.
act (`torch.nn.Module`, *optional*, defaults to `to... | LogBinomialSoftmax |
python | django__django | tests/constraints/tests.py | {
"start": 960,
"end": 3946
} | class ____(SimpleTestCase):
def test_constraint_sql(self):
c = BaseConstraint(name="name")
msg = "This method must be implemented by a subclass."
with self.assertRaisesMessage(NotImplementedError, msg):
c.constraint_sql(None, None)
def test_contains_expressions(self):
... | BaseConstraintTests |
python | realpython__materials | python-guitar-synthesizer/source_code_final/src/digitar/instrument.py | {
"start": 798,
"end": 1739
} | class ____:
tuning: StringTuning
vibration: Time
damping: float = 0.5
def __post_init__(self) -> None:
if not (0 < self.damping <= 0.5):
raise ValueError("string damping must be in the range of (0, 0.5]")
@cached_property
def num_strings(self) -> int:
return len(sel... | PluckedStringInstrument |
python | pallets__werkzeug | examples/shorty/utils.py | {
"start": 1788,
"end": 2959
} | class ____:
def __init__(self, query, per_page, page, endpoint):
self.query = query
self.per_page = per_page
self.page = page
self.endpoint = endpoint
@cached_property
def count(self):
return self.query.count()
@cached_property
def entries(self):
ret... | Pagination |
python | getsentry__sentry | src/sentry/core/endpoints/organization_teams.py | {
"start": 3088,
"end": 9267
} | class ____(OrganizationEndpoint):
publish_status = {
"GET": ApiPublishStatus.PUBLIC,
"POST": ApiPublishStatus.PUBLIC,
}
permission_classes = (OrganizationTeamsPermission,)
def team_serializer_for_post(self):
# allow child routes to supply own serializer, used in SCIM teams route... | OrganizationTeamsEndpoint |
python | nedbat__coveragepy | tests/test_files.py | {
"start": 17246,
"end": 27841
} | class ____(CoverageTest):
"""Tests for coverage/files.py:PathAliases"""
run_in_temp_dir = False
def assert_mapped(self, aliases: PathAliases, inp: str, out: str) -> None:
"""Assert that `inp` mapped through `aliases` produces `out`.
If the aliases are not relative, then `out` is canonical... | PathAliasesTest |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/remote_representation/external_data.py | {
"start": 56385,
"end": 58023
} | class ____:
# expect a compact repr for containers & defs components to be added for tree UI
leaf_instances: Sequence[ComponentInstanceSnap]
@staticmethod
def from_tree(tree: ComponentTree) -> "ComponentTreeSnap":
leaves = []
for comp_path, comp_inst in check.inst(
tree.loa... | ComponentTreeSnap |
python | getsentry__sentry | src/sentry/workflow_engine/handlers/condition/event_frequency_query_handlers.py | {
"start": 1246,
"end": 1840
} | class ____(Protocol):
def __call__(
self,
model: TSDBModel,
keys: list[TSDBKey],
start: datetime,
end: datetime,
rollup: int | None = None,
environment_id: int | None = None,
use_cache: bool = False,
jitter_value: int | None = None,
ten... | TSDBFunction |
python | apache__airflow | providers/slack/tests/unit/slack/utils/test_utils.py | {
"start": 918,
"end": 4145
} | class ____:
@pytest.mark.parametrize("conn_type", ["slack", "slack_incoming_webhook"])
def test_get_extra_field(self, conn_type):
"""Test get arguments from connection extra: prefixed and not."""
extra_config = ConnectionExtraConfig(
conn_type=conn_type,
conn_id="test-con... | TestConnectionExtra |
python | mlflow__mlflow | dev/tests/test_update_ml_package_versions.py | {
"start": 230,
"end": 6161
} | class ____:
def __init__(self, body):
self.body = json.dumps(body).encode("utf-8")
def read(self):
return self.body
def __enter__(self):
return self
def __exit__(self, exc_type, exc_value, traceback):
pass
@classmethod
def from_versions(cls, versions):
... | MockResponse |
python | getsentry__sentry | src/sentry/feedback/usecases/ingest/userreport.py | {
"start": 1055,
"end": 10038
} | class ____(Exception):
pass
def save_userreport(
project: Project,
report: UserReportDict,
source: FeedbackCreationSource,
start_time: datetime | None = None,
) -> UserReport | None:
with metrics.timer("userreport.create_user_report", tags={"referrer": source.value}):
if start_time is ... | Conflict |
python | pytorch__pytorch | torch/_inductor/select_algorithm.py | {
"start": 60046,
"end": 63747
} | class ____:
"""
Cache for generated code. The cache key is a string representation of the input nodes,
number of stages, number of warps, and call sizes. The cache value is a tuple of the
generated code, extra code, and events.
"""
def __init__(self, *args, **kwargs):
self._cache: dict[... | GeneratedCodeCache |
python | numpy__numpy | numpy/matrixlib/tests/test_matrix_linalg.py | {
"start": 1883,
"end": 1945
} | class ____(_TestNorm2D):
array = np.matrix
| _TestNorm2DMatrix |
python | joblib__joblib | benchmarks/bench_compression.py | {
"start": 1236,
"end": 2359
} | class ____:
"""Protect the underlying fileobj against numerous calls to write
This is achieved by internally keeping a list of small chunks and
only flushing to the backing fileobj if passed a large chunk or
after a threshold on the number of small chunks.
"""
def __init__(self, fileobj, max_bu... | PickleBufferedWriter |
python | ansible__ansible | test/units/module_utils/facts/test_collectors.py | {
"start": 7310,
"end": 7647
} | class ____(BaseFactsTest):
__test__ = True
gather_subset = ['!all', 'env']
valid_subsets = ['env']
fact_namespace = 'ansible_env'
collector_class = EnvFactCollector
def test_collect(self):
facts_dict = super(TestEnvFacts, self)._test_collect()
self.assertIn('HOME', facts_dict['... | TestEnvFacts |
python | weaviate__weaviate-python-client | weaviate/connect/base.py | {
"start": 665,
"end": 1137
} | class ____(BaseModel):
host: str
port: int
secure: bool
@field_validator("host")
def _check_host(cls, v: str) -> str:
if v == "":
raise ValueError("host must not be empty")
return v
@field_validator("port")
def _check_port(cls, v: int) -> int:
if v < 0 o... | ProtocolParams |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/overloadImpl2.py | {
"start": 2392,
"end": 2637
} | class ____(Generic[T_contra]):
def method(self, x: T_contra) -> int:
assert False
@overload
def func7(x: None) -> int: ...
@overload
def func7(x: ClassD[T]) -> int: ...
def func7(x: ClassD[T] | None) -> int:
assert False
| ClassD |
python | openai__openai-python | src/openai/resources/fine_tuning/jobs/jobs.py | {
"start": 35213,
"end": 36093
} | class ____:
def __init__(self, jobs: Jobs) -> None:
self._jobs = jobs
self.create = to_streamed_response_wrapper(
jobs.create,
)
self.retrieve = to_streamed_response_wrapper(
jobs.retrieve,
)
self.list = to_streamed_response_wrapper(
... | JobsWithStreamingResponse |
python | explosion__spaCy | spacy/schemas.py | {
"start": 2364,
"end": 2445
} | class ____:
extra = "forbid"
arbitrary_types_allowed = True
| ArgSchemaConfig |
python | huggingface__transformers | examples/pytorch/instance-segmentation/run_instance_segmentation.py | {
"start": 5872,
"end": 6333
} | class ____:
class_queries_logits: torch.Tensor
masks_queries_logits: torch.Tensor
def nested_cpu(tensors):
if isinstance(tensors, (list, tuple)):
return type(tensors)(nested_cpu(t) for t in tensors)
elif isinstance(tensors, Mapping):
return type(tensors)({k: nested_cpu(t) for k, t in t... | ModelOutput |
python | Unity-Technologies__ml-agents | ml-agents/mlagents/trainers/optimizer/torch_optimizer.py | {
"start": 743,
"end": 9461
} | class ____(Optimizer):
def __init__(self, policy: TorchPolicy, trainer_settings: TrainerSettings):
super().__init__()
self.policy = policy
self.trainer_settings = trainer_settings
self.update_dict: Dict[str, torch.Tensor] = {}
self.value_heads: Dict[str, torch.Tensor] = {}
... | TorchOptimizer |
python | getsentry__sentry | tests/sentry/sentry_apps/api/serializers/test_sentry_app.py | {
"start": 457,
"end": 3783
} | class ____(TestCase):
def test_published_app(self) -> None:
user = self.create_user()
organization = self.create_organization(owner=user)
sentry_app = self.create_sentry_app(
name="Tesla App",
organization=organization,
published=True,
scopes=(... | SentryAppSerializerTest |
python | walkccc__LeetCode | solutions/542. 01 Matrix/542-2.py | {
"start": 0,
"end": 644
} | class ____:
def updateMatrix(self, mat: list[list[int]]) -> list[list[int]]:
DIRS = ((0, 1), (1, 0), (0, -1), (-1, 0))
m = len(mat)
n = len(mat[0])
q = collections.deque()
for i in range(m):
for j in range(n):
if mat[i][j] == 0:
q.append((i, j))
else:
mat... | Solution |
python | pytorch__pytorch | torch/_higher_order_ops/strict_mode.py | {
"start": 1868,
"end": 3831
} | class ____(HigherOrderOperator):
def __init__(self):
super().__init__("strict_mode")
def __call__(self, callable, operands):
return super().__call__(callable, operands)
strict_mode_op = StrictMode()
@strict_mode_op.py_impl(DispatchKey.CompositeExplicitAutograd)
def strict_mode_op_dense(call... | StrictMode |
python | matplotlib__matplotlib | lib/matplotlib/_mathtext.py | {
"start": 35546,
"end": 37082
} | class ____(FontConstantsBase):
pass
# Maps font family names to the FontConstantBase subclass to use
_font_constant_mapping = {
'DejaVu Sans': DejaVuSansFontConstants,
'DejaVu Sans Mono': DejaVuSansFontConstants,
'DejaVu Serif': DejaVuSerifFontConstants,
'cmb10': ComputerModernFontConstants,
'... | DejaVuSansFontConstants |
python | apache__airflow | providers/databricks/src/airflow/providers/databricks/sensors/databricks_sql.py | {
"start": 1357,
"end": 5633
} | class ____(BaseSensorOperator):
"""
Sensor that runs a SQL query on Databricks.
:param databricks_conn_id: Reference to :ref:`Databricks
connection id<howto/connection:databricks>` (templated), defaults to
DatabricksSqlHook.default_conn_name.
:param sql_warehouse_name: Optional name of ... | DatabricksSqlSensor |
python | run-llama__llama_index | llama-index-core/llama_index/core/indices/query/query_transform/base.py | {
"start": 2390,
"end": 2848
} | class ____(BaseQueryTransform):
"""
Identity query transform.
Do nothing to the query.
"""
def _get_prompts(self) -> PromptDictType:
"""Get prompts."""
return {}
def _update_prompts(self, prompts: PromptDictType) -> None:
"""Update prompts."""
def _run(self, quer... | IdentityQueryTransform |
python | eriklindernoren__ML-From-Scratch | mlfromscratch/deep_learning/neural_network.py | {
"start": 222,
"end": 4750
} | class ____():
"""Neural Network. Deep Learning base model.
Parameters:
-----------
optimizer: class
The weight optimizer that will be used to tune the weights in order of minimizing
the loss.
loss: class
Loss function used to measure the model's performance. SquareLoss or Cr... | NeuralNetwork |
python | modin-project__modin | modin/pandas/window.py | {
"start": 3267,
"end": 8574
} | class ____(ClassLogger):
def __init__(
self,
dataframe,
window=None,
min_periods=None,
center=False,
win_type=None,
on=None,
axis=0,
closed=None,
step=None,
method="single",
):
if step is not None:
raise ... | Rolling |
python | PyCQA__pylint | doc/data/messages/t/too-many-ancestors/good.py | {
"start": 241,
"end": 294
} | class ____(Animal):
has_vertebrae = True
| Vertebrate |
python | tensorflow__tensorflow | tensorflow/python/data/kernel_tests/io_test.py | {
"start": 6573,
"end": 8351
} | class ____(IOTest, checkpoint_test_base.CheckpointTestBase):
@combinations.generate(test_base.eager_only_combinations())
def testSaveCheckpointingAPI(self):
dataset = dataset_ops.Dataset.range(40)
checkpoint_args = {"directory": self._checkpoint_prefix, "max_to_keep": 50}
dataset.save(self._save_dir, c... | SaveCheckpointTest |
python | celery__celery | t/integration/test_canvas.py | {
"start": 4791,
"end": 6949
} | class ____:
@flaky
def test_link_error_eager(self):
exception = ExpectedException("Task expected to fail", "test")
result = fail.apply(args=("test",), link_error=return_exception.s())
actual = result.get(timeout=TIMEOUT, propagate=False)
assert actual == exception
@flaky
... | test_link_error |
python | django__django | django/db/models/fields/__init__.py | {
"start": 77167,
"end": 77314
} | class ____(IntegerField):
description = _("Small integer")
def get_internal_type(self):
return "SmallIntegerField"
| SmallIntegerField |
python | sqlalchemy__sqlalchemy | test/ext/test_associationproxy.py | {
"start": 105992,
"end": 110606
} | class ____(fixtures.DeclarativeMappedTest, AssertsCompiledSQL):
__dialect__ = "default"
run_create_tables = None
@classmethod
def setup_classes(cls):
from sqlalchemy.ext.hybrid import hybrid_property
from sqlalchemy.orm.interfaces import PropComparator
Base = cls.DeclarativeBa... | ProxyHybridTest |
python | falconry__falcon | examples/recipes/msgspec_main.py | {
"start": 357,
"end": 613
} | class ____(msgspec.Struct):
text: Annotated[str, msgspec.Meta(max_length=256)]
noteid: uuid.UUID = msgspec.field(default_factory=uuid.uuid4)
created: datetime = msgspec.field(
default_factory=partial(datetime.now, timezone.utc)
)
| Note |
python | huggingface__transformers | src/transformers/models/maskformer/modeling_maskformer_swin.py | {
"start": 2564,
"end": 4877
} | class ____(ModelOutput):
r"""
hidden_states_spatial_dimensions (`tuple(tuple(int, int))`, *optional*):
A tuple containing the spatial dimension of each `hidden_state` needed to reshape the `hidden_states` to
`batch, channels, height, width`. Due to padding, their spatial size cannot inferred bef... | MaskFormerSwinBaseModelOutput |
python | keras-team__keras | keras/src/ops/nn_test.py | {
"start": 111863,
"end": 121880
} | class ____(testing.TestCase):
def test_logit_recovery_binary_crossentropy(self):
layer = layers.Dense(
4, activation="sigmoid", use_bias=False, kernel_initializer="ones"
)
loss = losses.BinaryCrossentropy()
x = np.array([[1.4, 1.6, 0.8]])
y = np.array([[0.2, 0.6, ... | NNOpsBehaviorTest |
python | python-visualization__folium | folium/plugins/encoded.py | {
"start": 1558,
"end": 2652
} | class ____(_BaseFromEncoded):
"""Create PolyLines directly from the encoded string.
Parameters
----------
encoded: str
The raw encoded string from the Polyline Encoding Algorithm. See:
https://developers.google.com/maps/documentation/utilities/polylinealgorithm
**kwargs:
Pol... | PolyLineFromEncoded |
python | huggingface__transformers | tests/trainer/test_data_collator.py | {
"start": 48273,
"end": 72352
} | class ____(unittest.TestCase):
def setUp(self):
self.tmpdirname = tempfile.mkdtemp()
vocab_tokens = ["[UNK]", "[CLS]", "[SEP]", "[PAD]", "[MASK]"]
self.vocab_file = os.path.join(self.tmpdirname, "vocab.txt")
with open(self.vocab_file, "w", encoding="utf-8") as vocab_writer:
... | NumpyDataCollatorIntegrationTest |
python | numba__numba | numba/parfors/parfor.py | {
"start": 70200,
"end": 81710
} | class ____:
"""Parfor subpass to convert setitem on Arrays
"""
def __init__(self, pass_states):
"""
Parameters
----------
pass_states : ParforPassStates
"""
self.pass_states = pass_states
self.rewritten = []
def run(self, blocks):
pass_sta... | ConvertSetItemPass |
python | optuna__optuna | optuna/study/_study_summary.py | {
"start": 306,
"end": 4210
} | class ____:
"""Basic attributes and aggregated results of a :class:`~optuna.study.Study`.
See also :func:`optuna.study.get_all_study_summaries`.
Attributes:
study_name:
Name of the :class:`~optuna.study.Study`.
direction:
:class:`~optuna.study.StudyDirection` of the... | StudySummary |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/literals3.py | {
"start": 97,
"end": 202
} | class ____(Enum):
SOME_ENUM_VALUE1 = "1"
SOME_ENUM_VALUE2 = "2"
SOME_ENUM_VALUE3 = "3"
| SomeEnum |
python | pypa__pipenv | pipenv/utils/markers.py | {
"start": 567,
"end": 23940
} | class ____:
os_name: Optional[str] = None
sys_platform: Optional[str] = None
platform_machine: Optional[str] = None
platform_python_implementation: Optional[str] = None
platform_release: Optional[str] = None
platform_system: Optional[str] = None
platform_version: Optional[str] = None
pyt... | PipenvMarkers |
python | getsentry__sentry | src/sentry/workflow_engine/utils/dictpath.py | {
"start": 1957,
"end": 3729
} | class ____[T]:
def __init__(self, path: list[str], v: T) -> None:
self._path = path
self._v = v
def failed(self) -> bool:
return False
def get(self, fallback: T | None = None) -> T:
return self._v
def get_or_none(self) -> T | None:
return self._v
def is_ty... | _SuccessResultImpl |
python | fastai__fastai | fastai/data/transforms.py | {
"start": 16169,
"end": 17081
} | class ____(DisplayedTransform):
"Normalize/denorm batch of `TensorImage`"
parameters,order = L('mean', 'std'),99
def __init__(self, mean=None, std=None, axes=(0,2,3)): store_attr()
@classmethod
def from_stats(cls, mean, std, dim=1, ndim=4, cuda=True): return cls(*broadcast_vec(dim, ndim, mean, std,... | Normalize |
python | pandas-dev__pandas | asv_bench/benchmarks/reindex.py | {
"start": 1731,
"end": 2162
} | class ____:
params = [["pad", "backfill"], [date_range, period_range]]
param_names = ["method", "constructor"]
def setup(self, method, constructor):
N = 100000
self.idx = constructor("1/1/2000", periods=N, freq="1min")
self.ts = Series(np.random.randn(N), index=self.idx)[::2]
d... | ReindexMethod |
python | gevent__gevent | src/gevent/testing/flaky.py | {
"start": 1795,
"end": 1931
} | class ____(FlakyTest):
"""
Use this when the flaky test is definitely caused by an
unexpected timeout.
"""
| FlakyTestTimeout |
python | pyqtgraph__pyqtgraph | pyqtgraph/graphicsItems/PlotItem/plotConfigTemplate_generic.py | {
"start": 356,
"end": 11658
} | class ____(object):
def setupUi(self, Form):
Form.setObjectName("Form")
Form.resize(481, 840)
self.averageGroup = QtWidgets.QGroupBox(Form)
self.averageGroup.setGeometry(QtCore.QRect(0, 640, 242, 182))
self.averageGroup.setCheckable(True)
self.averageGroup.setChecked(... | Ui_Form |
python | django__django | django/contrib/gis/db/models/sql/conversion.py | {
"start": 204,
"end": 1366
} | class ____(models.FloatField):
"Wrapper for Area values."
def __init__(self, geo_field):
super().__init__()
self.geo_field = geo_field
def get_prep_value(self, value):
if not isinstance(value, Area):
raise ValueError("AreaField only accepts Area measurement objects.")
... | AreaField |
python | huggingface__transformers | tests/models/gemma3n/test_modeling_gemma3n.py | {
"start": 2034,
"end": 4510
} | class ____:
def __init__(
self,
parent,
batch_size=2,
num_channels=32, # feature_size / input_feat_size
sampling_rate=16_000,
raw_audio_length=8_000,
is_training=True,
):
self.parent = parent
self.batch_size = batch_size
self.num_c... | Gemma3nAudioModelTester |
python | ZoranPandovski__al-go-rithms | data_structures/Graphs/graph/Python/topological_sort.py | {
"start": 104,
"end": 1633
} | class ____:
def __init__(self,vertices):
self.graph = defaultdict(list) #dictionary containing adjacency List
self.V = vertices #No. of vertices
# function to add an edge to graph
def addEdge(self,u,v):
self.graph[u].append(v)
# A recursive function used by topologicalSort
... | Graph |
python | pytest-dev__pluggy | src/pluggy/_hooks.py | {
"start": 22481,
"end": 24611
} | class ____:
"""A hook implementation in a :class:`HookCaller`."""
__slots__ = (
"function",
"argnames",
"kwargnames",
"plugin",
"opts",
"plugin_name",
"wrapper",
"hookwrapper",
"optionalhook",
"tryfirst",
"trylast",
)
... | HookImpl |
python | sympy__sympy | sympy/polys/puiseux.py | {
"start": 8041,
"end": 27500
} | class ____(Generic[Er]):
"""Puiseux polynomial. Represents a truncated Puiseux series.
See the :class:`PuiseuxRing` class for more information.
>>> from sympy import QQ
>>> from sympy.polys.puiseux import puiseux_ring
>>> R, x, y = puiseux_ring('x, y', QQ)
>>> p = 5*x**2 + 7*y**3
>>> p
... | PuiseuxPoly |
python | huggingface__transformers | src/transformers/models/vitpose/modeling_vitpose.py | {
"start": 6288,
"end": 7734
} | class ____(nn.Module):
"""
Classic decoding head consisting of a 2 deconvolutional blocks, followed by a 1x1 convolution layer,
turning the feature maps into heatmaps.
"""
def __init__(self, config: VitPoseConfig):
super().__init__()
self.deconv1 = nn.ConvTranspose2d(
c... | VitPoseClassicDecoder |
python | django__django | tests/model_forms/models.py | {
"start": 14533,
"end": 14699
} | class ____(models.Model):
number = models.ForeignKey("Number", on_delete=models.CASCADE)
die = models.ForeignKey("Dice", on_delete=models.CASCADE)
| NumbersToDice |
python | google__flatbuffers | tests/monster_test_generated.py | {
"start": 217,
"end": 383
} | class ____(object):
Red = 1
# \brief color Green
# Green is bit_flag with value (1u << 1)
Green = 2
# \brief color Blue (1u << 3)
Blue = 8
| Color |
python | dateutil__dateutil | src/dateutil/parser/_parser.py | {
"start": 49747,
"end": 58000
} | class ____(object):
class _result(_resultbase):
__slots__ = ["stdabbr", "stdoffset", "dstabbr", "dstoffset",
"start", "end"]
class _attr(_resultbase):
__slots__ = ["month", "week", "weekday",
"yday", "jyday", "day", "time"]
def __... | _tzparser |
python | spack__spack | var/spack/test_repos/spack_repo/builtin_mock/packages/vtk_m/package.py | {
"start": 220,
"end": 1072
} | class ____(CMakePackage):
"""This is a fake vtk-m package used to demonstrate virtual package providers
with dependencies."""
homepage = "http://www.spack-fake-vtk-m.org"
url = "http://www.spack-fake-vtk-m.org/downloads/vtk-m-1.0.tar.gz"
version("1.0", md5="0123456789abcdef0123456789abcdef")
... | VtkM |
python | kubernetes-client__python | kubernetes/client/models/v1_group_version_for_discovery.py | {
"start": 383,
"end": 5076
} | class ____(object):
"""NOTE: This class is auto generated by OpenAPI Generator.
Ref: https://openapi-generator.tech
Do not edit the class manually.
"""
"""
Attributes:
openapi_types (dict): The key is attribute name
and the value is attribute type.
attri... | V1GroupVersionForDiscovery |
python | pytorch__pytorch | test/distributed/test_symmetric_memory.py | {
"start": 43593,
"end": 45962
} | class ____(MultiProcContinuousTest):
def _init_process(self) -> None:
torch.cuda.set_device(self.device)
enable_symm_mem_for_group(dist.group.WORLD.group_name)
torch.manual_seed(42 + self.rank)
torch._inductor.config._collective.auto_select = True
@property
def device(self) ... | LoweringTest |
python | sqlalchemy__sqlalchemy | test/orm/test_naturalpks.py | {
"start": 41986,
"end": 50349
} | class ____(fixtures.MappedTest):
"""Test cascades of pk->pk/fk on joined table inh."""
# mssql doesn't allow ON UPDATE on self-referential keys
__unsupported_on__ = ("mssql",)
__requires__ = ("skip_mysql_on_windows",)
__sparse_driver_backend__ = True
@classmethod
def define_tables(cls, me... | JoinedInheritanceTest |
python | apache__airflow | providers/google/tests/unit/google/cloud/operators/test_cloud_storage_transfer_service.py | {
"start": 11030,
"end": 16377
} | class ____:
@mock.patch(
"airflow.providers.google.cloud.operators.cloud_storage_transfer_service.CloudDataTransferServiceHook"
)
def test_job_create_gcs(self, mock_hook):
mock_hook.return_value.create_transfer_job.return_value = VALID_TRANSFER_JOB_GCS
body = deepcopy(VALID_TRANSFER_... | TestGcpStorageTransferJobCreateOperator |
python | pyca__cryptography | tests/hazmat/primitives/test_ciphers.py | {
"start": 1876,
"end": 2548
} | class ____:
@pytest.mark.parametrize("mode", (modes.CBC, modes.CTR, CFB, CFB8, OFB))
def test_invalid_key_size_with_mode(self, mode, backend):
with pytest.raises(ValueError):
ciphers.Cipher(AES(b"0" * 64), mode(b"0" * 16), backend)
def test_xts_tweak_not_bytes(self):
with pytest... | TestAESXTS |
python | Pylons__pyramid | src/pyramid/httpexceptions.py | {
"start": 27655,
"end": 28057
} | class ____(HTTPClientError):
"""
subclass of :class:`~HTTPClientError`
This indicates that the precondition given in one or more of the
request-header fields evaluated to false when it was tested on the
server.
code: 412, title: Precondition Failed
"""
code = 412
title = 'Precondi... | HTTPPreconditionFailed |
python | kubernetes-client__python | kubernetes/client/models/v1_service_port.py | {
"start": 383,
"end": 11951
} | class ____(object):
"""NOTE: This class is auto generated by OpenAPI Generator.
Ref: https://openapi-generator.tech
Do not edit the class manually.
"""
"""
Attributes:
openapi_types (dict): The key is attribute name
and the value is attribute type.
attri... | V1ServicePort |
python | kamyu104__LeetCode-Solutions | Python/dungeon-game.py | {
"start": 37,
"end": 636
} | class ____(object):
# @param dungeon, a list of lists of integers
# @return a integer
def calculateMinimumHP(self, dungeon):
DP = [float("inf") for _ in dungeon[0]]
DP[-1] = 1
for i in reversed(xrange(len(dungeon))):
DP[-1] = max(DP[-1] - dungeon[i][-1], 1)
f... | Solution |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/testing/suite/test_types.py | {
"start": 14927,
"end": 17913
} | class ____(_LiteralRoundTripFixture, fixtures.TestBase):
__requires__ = ("datetime_interval",)
__backend__ = True
datatype = Interval
data = datetime.timedelta(days=1, seconds=4)
def test_literal(self, literal_round_trip):
literal_round_trip(self.datatype, [self.data], [self.data])
de... | IntervalTest |
python | streamlit__streamlit | lib/tests/streamlit/runtime/caching/cache_resource_api_test.py | {
"start": 1761,
"end": 7899
} | class ____(unittest.TestCase):
def setUp(self) -> None:
# Caching functions rely on an active script run ctx
add_script_run_ctx(threading.current_thread(), create_mock_script_run_ctx())
def tearDown(self):
st.cache_resource.clear()
# Some of these tests reach directly into _cach... | CacheResourceTest |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.