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 | pytorch__pytorch | torch/ao/quantization/fake_quantize.py | {
"start": 4019,
"end": 12593
} | class ____(FakeQuantizeBase):
r"""Simulate the quantize and dequantize operations in training time.
The output of this module is given by::
x_out = (
clamp(round(x / scale + zero_point), quant_min, quant_max) - zero_point
) * scale
* :attr:`is_dynamic` indicates whether the fa... | FakeQuantize |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-azure-table/source_azure_table/source.py | {
"start": 715,
"end": 5803
} | class ____(AbstractSource):
"""This source helps to sync data from one azure data table a time"""
def check_connection(self, logger: logging.Logger, config: Mapping[str, Any]) -> Tuple[bool, Optional[Any]]:
pass
def _as_airbyte_record(self, stream_name: str, data: Mapping[str, Any]):
retur... | SourceAzureTable |
python | airbytehq__airbyte | airbyte-ci/connectors/metadata_service/lib/metadata_service/models/generated/ConnectorMetadataDefinitionV0.py | {
"start": 4403,
"end": 5190
} | class ____(BaseModel):
class Config:
extra = Extra.forbid
enableProgressiveRollout: Optional[bool] = Field(
False, description="Whether to enable progressive rollout for the connector."
)
initialPercentage: Optional[conint(ge=0, le=100)] = Field(
0,
description="The perc... | RolloutConfiguration |
python | scipy__scipy | scipy/signal/_ltisys.py | {
"start": 33269,
"end": 35446
} | class ____(ZerosPolesGain, lti):
r"""
Continuous-time Linear Time Invariant system in zeros, poles, gain form.
Represents the system as the continuous time transfer function
:math:`H(s)=k \prod_i (s - z[i]) / \prod_j (s - p[j])`, where :math:`k` is
the `gain`, :math:`z` are the `zeros` and :math:`p... | ZerosPolesGainContinuous |
python | doocs__leetcode | solution/2100-2199/2155.All Divisions With the Highest Score of a Binary Array/Solution.py | {
"start": 0,
"end": 396
} | class ____:
def maxScoreIndices(self, nums: List[int]) -> List[int]:
l0, r1 = 0, sum(nums)
mx = r1
ans = [0]
for i, x in enumerate(nums, 1):
l0 += x ^ 1
r1 -= x
t = l0 + r1
if mx == t:
ans.append(i)
elif mx <... | Solution |
python | cython__cython | tests/run/test_asyncgen.py | {
"start": 4250,
"end": 5823
} | class ____(unittest.TestCase):
@contextlib.contextmanager
def assertRaisesRegex(self, exc_type, regex):
# the error messages usually don't match, so we just ignore them
try:
yield
except exc_type:
self.assertTrue(True)
else:
self.assertTrue(Fa... | AsyncGenSyntaxTest |
python | dagster-io__dagster | python_modules/libraries/dagster-managed-elements/dagster_managed_elements/types.py | {
"start": 1294,
"end": 1728
} | class ____(
NamedTuple("_ModifiedDiffData", [("key", str), ("old_value", Any), ("new_value", Any)])
):
def __new__(cls, key: str, old_value: Any, new_value: Any):
return super().__new__(
cls, key=check.str_param(key, "key"), old_value=old_value, new_value=new_value
)
def __str__... | ModifiedDiffData |
python | numpy__numpy | numpy/distutils/ccompiler_opt.py | {
"start": 29727,
"end": 34489
} | class ____:
"""An abstract class handles caching functionality, provides two
levels of caching, in-memory by share instances attributes among
each other and by store attributes into files.
**Note**:
any attributes that start with ``_`` or ``conf_`` will be ignored.
Parameters
---------... | _Cache |
python | ansible__ansible | lib/ansible/_internal/_templating/_errors.py | {
"start": 709,
"end": 1302
} | class ____(AnsibleTemplatePluginError, KeyError):
"""
The specified template plugin (lookup/filter/test) was not found.
This exception extends KeyError since Jinja filter/test resolution requires a KeyError to detect missing plugins.
Jinja compilation fails if a non-KeyError is raised for a missing filt... | AnsibleTemplatePluginNotFoundError |
python | ApeWorX__ape | src/ape/types/events.py | {
"start": 11437,
"end": 11993
} | class ____(list):
"""
Container for ContractLogs which is adding capability of filtering logs
"""
def filter(self, event: "ContractEvent", **kwargs) -> list[ContractLog]:
return [
x
for x in self
if x.event_name == event.name
and x.contract_addres... | ContractLogContainer |
python | mlflow__mlflow | mlflow/genai/scorers/builtin_scorers.py | {
"start": 56865,
"end": 58284
} | class ____(BuiltInScorer):
"""
Abstract base class for built-in session-level scorers.
Session-level scorers evaluate entire conversation sessions rather than individual traces.
"""
required_columns: set[str] = {"trace"}
_judge: InstructionsJudge | None = pydantic.PrivateAttr(default=None)
... | BuiltInSessionLevelScorer |
python | google__pytype | pytype/pretty_printer_test.py | {
"start": 210,
"end": 724
} | class ____(test_base.UnitTest):
def setUp(self):
super().setUp()
options = config.Options.create(python_version=self.python_version)
self._ctx = test_utils.make_context(options)
def test_constant_printer(self):
pp = pretty_printer.PrettyPrinter(self._ctx)
pyval = (1, 2, pytd.AnythingType(), 4)... | PrettyPrinterTest |
python | numpy__numpy | numpy/linalg/tests/test_linalg.py | {
"start": 13289,
"end": 13670
} | class ____(LinalgTestCase):
@pytest.mark.slow
def test_generalized_nonsq_cases(self):
self.check_cases(require={'generalized', 'nonsquare'},
exclude={'size-0'})
@pytest.mark.slow
def test_generalized_empty_nonsq_cases(self):
self.check_cases(require={'generaliz... | LinalgGeneralizedNonsquareTestCase |
python | huggingface__transformers | tests/models/mgp_str/test_processing_mgp_str.py | {
"start": 1125,
"end": 4113
} | class ____(ProcessorTesterMixin, unittest.TestCase):
processor_class = MgpstrProcessor
@classmethod
def _setup_tokenizer(cls):
tokenizer_class = cls._get_component_class_from_processor("tokenizer")
vocab = ['[GO]', '[s]', '0', '1', '2', '3', '4', '5', '6', '7', '8', '9', 'a', 'b', 'c', 'd',... | MgpstrProcessorTest |
python | kamyu104__LeetCode-Solutions | Python/add-strings.py | {
"start": 29,
"end": 1185
} | class ____(object):
def addStrings(self, num1, num2):
"""
:type num1: str
:type num2: str
:rtype: str
"""
result = []
i, j, carry = len(num1) - 1, len(num2) - 1, 0
while i >= 0 or j >= 0 or carry:
if i >= 0:
carry += ord(nu... | Solution |
python | django__django | django/contrib/postgres/search.py | {
"start": 5843,
"end": 6078
} | class ____(SearchVectorCombinable, CombinedExpression):
def __init__(self, lhs, connector, rhs, config, output_field=None):
self.config = config
super().__init__(lhs, connector, rhs, output_field)
| CombinedSearchVector |
python | prompt-toolkit__python-prompt-toolkit | src/prompt_toolkit/widgets/toolbars.py | {
"start": 11207,
"end": 12178
} | class ____:
def __init__(self, show_position: bool = False) -> None:
def get_formatted_text() -> StyleAndTextTuples:
buff = get_app().current_buffer
if buff.validation_error:
row, column = buff.document.translate_index_to_position(
buff.validation... | ValidationToolbar |
python | python-openxml__python-docx | tests/image/test_tiff.py | {
"start": 2052,
"end": 6178
} | class ____:
def it_can_parse_the_properties_from_a_tiff_stream(
self,
stream_,
_make_stream_reader_,
_IfdEntries_,
ifd0_offset_,
stream_rdr_,
_TiffParser__init_,
ifd_entries_,
):
tiff_parser = _TiffParser.parse(stream_)
_make_strea... | Describe_TiffParser |
python | pytorch__pytorch | test/distributed/checkpoint/test_state_dict_stager.py | {
"start": 6919,
"end": 7015
} | class ____:
tensor: torch.Tensor
value: int = 42
@dataclasses.dataclass
| NestedTensorStruct |
python | walkccc__LeetCode | solutions/2099. Find Subsequence of Length K With the Largest Sum/2099.py | {
"start": 0,
"end": 371
} | class ____:
def maxSubsequence(self, nums: list[int], k: int) -> list[int]:
ans = []
threshold = sorted(nums)[-k]
larger = sum(num > threshold for num in nums)
equal = k - larger
for num in nums:
if num > threshold:
ans.append(num)
elif num == threshold and equal:
ans.... | Solution |
python | marshmallow-code__marshmallow | tests/base.py | {
"start": 6017,
"end": 6113
} | class ____(UserSchema):
class Meta:
exclude = ("created", "updated")
| UserExcludeSchema |
python | python-poetry__poetry | tests/helpers.py | {
"start": 6285,
"end": 11000
} | class ____(Repository):
def find_packages(self, dependency: Dependency) -> list[Package]:
packages = super().find_packages(dependency)
if len(packages) == 0:
raise PackageNotFoundError(f"Package [{dependency.name}] not found.")
return packages
def find_links_for_package(sel... | TestRepository |
python | mwaskom__seaborn | tests/_core/test_properties.py | {
"start": 19366,
"end": 19570
} | class ____(IntervalBase):
prop = EdgeWidth
def test_rcparam_default(self):
with mpl.rc_context({"patch.linewidth": 2}):
assert self.prop().default_range == (1, 4)
| TestEdgeWidth |
python | huggingface__transformers | src/transformers/models/kosmos2/modeling_kosmos2.py | {
"start": 12132,
"end": 15400
} | 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 /... | Kosmos2VisionAttention |
python | astropy__astropy | astropy/cosmology/_src/tests/flrw/test_w0cdm.py | {
"start": 5029,
"end": 7776
} | class ____(FlatFLRWMixinTest, TestwCDM):
"""Test :class:`astropy.cosmology.FlatwCDM`."""
def setup_class(self):
"""Setup for testing."""
super().setup_class(self)
self.cls = FlatwCDM
self.cls_kwargs.update(w0=-0.5)
def test_repr(self, cosmo_cls, cosmo):
"""Test meth... | TestFlatwCDM |
python | pytorch__pytorch | test/onnx/exporter/test_api.py | {
"start": 808,
"end": 1210
} | class ____(torch.nn.Module):
def forward(
self,
x: torch.Tensor,
ys: list[torch.Tensor],
zs: dict[str, torch.Tensor],
c: torch.Tensor,
):
y = ys[0] + ys[1] + zs["a"] + zs["b"]
w = 5
if x.shape[0] < 3 and c.shape[0] != 4:
return x + w, x... | NestedModelForDynamicShapes |
python | huggingface__transformers | src/transformers/convert_slow_tokenizer.py | {
"start": 52613,
"end": 55486
} | class ____(SpmConverter):
handle_byte_fallback = True
def __init__(self, vocab_file=None, **kwargs):
requires_backends(self, "protobuf")
Converter.__init__(self, vocab_file)
model_pb2 = import_protobuf()
m = model_pb2.ModelProto()
with open(vocab_file, "rb") as f:
... | HeliumConverter |
python | crytic__slither | slither/detectors/statements/array_length_assignment.py | {
"start": 3142,
"end": 5711
} | class ____(AbstractDetector):
"""
Array length assignment
"""
ARGUMENT = "controlled-array-length"
HELP = "Tainted array length assignment"
IMPACT = DetectorClassification.HIGH
CONFIDENCE = DetectorClassification.MEDIUM
WIKI = "https://github.com/crytic/slither/wiki/Detector-Documentat... | ArrayLengthAssignment |
python | chroma-core__chroma | chromadb/api/types.py | {
"start": 59127,
"end": 59225
} | class ____:
enabled: bool
config: FloatInvertedIndexConfig
@dataclass
| FloatInvertedIndexType |
python | rq__rq | tests/fixtures.py | {
"start": 9073,
"end": 9140
} | class ____(Job):
"""A custom job class just to test it"""
| CustomJob |
python | ray-project__ray | rllib/connectors/action/pipeline.py | {
"start": 483,
"end": 2086
} | class ____(ConnectorPipeline, ActionConnector):
def __init__(self, ctx: ConnectorContext, connectors: List[Connector]):
super().__init__(ctx, connectors)
self.timers = defaultdict(_Timer)
def __call__(self, ac_data: ActionConnectorDataType) -> ActionConnectorDataType:
for c in self.conn... | ActionConnectorPipeline |
python | doocs__leetcode | solution/1300-1399/1337.The K Weakest Rows in a Matrix/Solution.py | {
"start": 0,
"end": 277
} | class ____:
def kWeakestRows(self, mat: List[List[int]], k: int) -> List[int]:
m, n = len(mat), len(mat[0])
ans = [n - bisect_right(row[::-1], 0) for row in mat]
idx = list(range(m))
idx.sort(key=lambda i: ans[i])
return idx[:k]
| Solution |
python | walkccc__LeetCode | solutions/1562. Find Latest Group of Size M/1562.py | {
"start": 0,
"end": 592
} | class ____:
def findLatestStep(self, arr: list[int], m: int) -> int:
if len(arr) == m:
return len(arr)
ans = -1
step = 0
# sizes[i] := the size of the group starting from i or ending in i
# (1-indexed)
sizes = [0] * (len(arr) + 2)
for i in arr:
step += 1
# In the previo... | Solution |
python | getsentry__sentry | src/sentry/workflow_engine/typings/notification_action.py | {
"start": 21144,
"end": 21330
} | class ____(DataBlob):
"""
DiscordDataBlob is a specific type that represents the data blob for a Discord notification action.
"""
tags: str = ""
@dataclass
| DiscordDataBlob |
python | pypa__pip | src/pip/_internal/req/constructors.py | {
"start": 7674,
"end": 18581
} | class ____:
requirement: Requirement | None
link: Link | None
markers: Marker | None
extras: set[str]
def parse_req_from_editable(editable_req: str) -> RequirementParts:
name, url, extras_override = parse_editable(editable_req)
if name is not None:
try:
req: Requirement | ... | RequirementParts |
python | chroma-core__chroma | chromadb/db/__init__.py | {
"start": 278,
"end": 3040
} | class ____(Component):
@abstractmethod
def create_collection(
self,
name: str,
metadata: Optional[Metadata] = None,
get_or_create: bool = False,
) -> Sequence: # type: ignore
pass
@abstractmethod
def get_collection(self, name: str) -> Sequence: # type: igno... | DB |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/pep8_naming/ignore_names/N805.py | {
"start": 30,
"end": 835
} | class ____:
def badAllowed(this):
pass
def stillBad(this):
pass
if False:
def badAllowed(this):
pass
def stillBad(this):
pass
@pydantic.validator
def badAllowed(cls, my_field: str) -> str:
pass
@pydantic.validator
def stil... | Class |
python | redis__redis-py | redis/asyncio/multidb/config.py | {
"start": 3194,
"end": 8732
} | class ____:
"""
Configuration class for managing multiple database connections in a resilient and fail-safe manner.
Attributes:
databases_config: A list of database configurations.
client_class: The client class used to manage database connections.
command_retry: Retry strategy for ... | MultiDbConfig |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/protocol53.py | {
"start": 275,
"end": 359
} | class ____(Protocol):
def m[T: Proto_CoGeneric](self: T) -> T: ...
| Proto_CoGeneric |
python | PrefectHQ__prefect | src/prefect/server/schemas/core.py | {
"start": 17580,
"end": 18659
} | class ____(ORMBaseModel):
deployment_id: Optional[UUID] = Field(
default=None,
description="The deployment id associated with this schedule.",
)
schedule: schedules.SCHEDULE_TYPES = Field(
default=..., description="The schedule for the deployment."
)
active: bool = Field(
... | DeploymentSchedule |
python | automl__auto-sklearn | test/test_pipeline/components/data_preprocessing/test_one_hot_encoding.py | {
"start": 593,
"end": 3571
} | class ____(unittest.TestCase):
def setUp(self):
self.X_train = create_X()
def test_data_type_consistency(self):
X = np.random.randint(3, 6, (3, 4))
Y = OneHotEncoder().fit_transform(X)
self.assertFalse(sparse.issparse(Y))
X = sparse.csc_matrix(
([3, 6, 4, 5]... | OneHotEncoderTest |
python | pytorch__pytorch | test/dynamo/test_subclasses.py | {
"start": 123170,
"end": 125374
} | class ____(torch.nn.Module):
def forward(
self,
primals_1: "Sym(s51)", # PlainAOTInput(idx=0)
primals_2: "Sym(s71)", # PlainAOTInput(idx=1)
primals_3: "Sym(s55)", # PlainAOTInput(idx=2)
primals_4: "f64[s64, s55]", # SubclassGetAttrAOTInput(base=PlainAOTInput(idx=3), attr=... | GraphModule |
python | python__mypy | mypy/nodes.py | {
"start": 58567,
"end": 58872
} | class ____(Statement):
__slots__ = ("expr",)
__match_args__ = ("expr",)
expr: Lvalue
def __init__(self, expr: Lvalue) -> None:
super().__init__()
self.expr = expr
def accept(self, visitor: StatementVisitor[T]) -> T:
return visitor.visit_del_stmt(self)
| DelStmt |
python | doocs__leetcode | solution/2400-2499/2423.Remove Letter To Equalize Frequency/Solution.py | {
"start": 0,
"end": 279
} | class ____:
def equalFrequency(self, word: str) -> bool:
cnt = Counter(word)
for c in cnt.keys():
cnt[c] -= 1
if len(set(v for v in cnt.values() if v)) == 1:
return True
cnt[c] += 1
return False
| Solution |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/connectors/pyodbc.py | {
"start": 839,
"end": 8625
} | class ____(Connector):
driver = "pyodbc"
# this is no longer False for pyodbc in general
supports_sane_rowcount_returning = True
supports_sane_multi_rowcount = False
supports_native_decimal = True
default_paramstyle = "named"
fast_executemany = False
# for non-DSN connections, this *... | PyODBCConnector |
python | keon__algorithms | tests/test_maths.py | {
"start": 13448,
"end": 13926
} | class ____(unittest.TestCase):
"""[summary]
Test for the file diffie_hellman_key_exchange.py
Arguments:
unittest {[type]} -- [description]
"""
def test_find_order_simple(self):
self.assertFalse(diffie_hellman_key_exchange(3, 6))
self.assertTrue(diffie_hellman_key_exchange(3... | TestDiffieHellmanKeyExchange |
python | weaviate__weaviate-python-client | weaviate/collections/classes/internal.py | {
"start": 4192,
"end": 4373
} | class ____:
"""The generative data returned relevant to a grouped prompt generative query."""
metadata: Optional[GenerativeMetadata]
text: Optional[str]
| GenerativeGrouped |
python | apache__airflow | helm-tests/tests/helm_tests/apiserver/test_apiserver.py | {
"start": 900,
"end": 3094
} | class ____:
"""Tests API Server deployment."""
def test_airflow_2(self):
"""
API Server only supports Airflow 3.0.0 and later.
"""
docs = render_chart(
values={"airflowVersion": "2.10.5"},
show_only=["templates/api-server/api-server-deployment.yaml"],
... | TestAPIServerDeployment |
python | dagster-io__dagster | python_modules/libraries/dagster-sigma/dagster_sigma/translator.py | {
"start": 1608,
"end": 2069
} | class ____:
"""Represents a Sigma workbook, a collection of visualizations and queries
for data exploration and analysis.
https://help.sigmacomputing.com/docs/workbooks
"""
properties: dict[str, Any]
lineage: list[dict[str, Any]]
datasets: AbstractSet[str]
direct_table_deps: AbstractSe... | SigmaWorkbook |
python | matplotlib__matplotlib | lib/matplotlib/_mathtext.py | {
"start": 38252,
"end": 38416
} | class ____(Box):
"""A box with only height (zero width)."""
def __init__(self, height: float, depth: float):
super().__init__(0., height, depth)
| Vbox |
python | huggingface__transformers | tests/models/diffllama/test_modeling_diffllama.py | {
"start": 22086,
"end": 32165
} | class ____(unittest.TestCase):
def tearDown(self):
gc.collect()
backend_empty_cache(torch_device)
def setUp(self):
model_name = "kajuma/DiffLlama-0.3B-handcut"
self.model_dtype = torch.float32
self.tokenizer = AutoTokenizer.from_pretrained(model_name)
self.model ... | Mask4DTestHard |
python | psf__black | tests/data/cases/class_methods_new_line.py | {
"start": 1379,
"end": 1534
} | class ____:
"""Test class"""
cls_var = 100
class Inner:
pass
def __init__(self):
pass
| ClassWithInitAndVarsAndDocstringWithInner |
python | keras-team__keras | keras/src/ops/nn.py | {
"start": 80522,
"end": 85687
} | class ____(Operation):
def __init__(
self,
is_causal=False,
flash_attention=None,
attn_logits_soft_cap=None,
*,
name=None,
):
super().__init__(name=name)
self.is_causal = is_causal
self.flash_attention = flash_attention
self.attn_lo... | DotProductAttention |
python | django__django | tests/shortcuts/tests.py | {
"start": 251,
"end": 1850
} | class ____(SimpleTestCase):
def test_render(self):
response = self.client.get("/render/")
self.assertEqual(response.status_code, 200)
self.assertEqual(response.content, b"FOO.BAR../render/\n")
self.assertEqual(response.headers["Content-Type"], "text/html; charset=utf-8")
self... | RenderTests |
python | langchain-ai__langchain | libs/langchain/tests/mock_servers/robot/server.py | {
"start": 1779,
"end": 5886
} | class ____(BaseModel):
"""A secret pass phrase."""
public: list[PublicCues] = Field(alias="public")
pw: str
@app.post(
"/walk",
description="Direct the robot to walk in a certain direction"
" with the prescribed speed an cautiousness.",
)
async def walk(walk_input: WalkInput) -> dict[str, Any... | SecretPassPhrase |
python | numpy__numpy | numpy/_typing/_array_like.py | {
"start": 1192,
"end": 4188
} | class ____(Protocol):
"""A protocol class representing `~class.__array_function__`."""
def __array_function__(
self,
func: Callable[..., Any],
types: Collection[type[Any]],
args: tuple[Any, ...],
kwargs: dict[str, Any],
) -> object: ...
# TODO: Wait until mypy suppo... | _SupportsArrayFunc |
python | mlflow__mlflow | mlflow/entities/dataset_record.py | {
"start": 616,
"end": 7104
} | class ____(_MlflowObject):
"""Represents a single record in an evaluation dataset.
A DatasetRecord contains the input data, expected outputs (ground truth),
and metadata for a single evaluation example. Records are immutable once
created and are uniquely identified by their dataset_record_id.
"""
... | DatasetRecord |
python | ansible__ansible | lib/ansible/module_utils/facts/packages.py | {
"start": 767,
"end": 2284
} | class ____(metaclass=ABCMeta):
@abstractmethod
def is_available(self, handle_exceptions):
# This method is supposed to return True/False if the package manager is currently installed/usable
# It can also 'prep' the required systems in the process of detecting availability
# If handle_ex... | PkgMgr |
python | PyCQA__pylint | tests/functional/a/alternative/alternative_union_syntax.py | {
"start": 1793,
"end": 1872
} | class ____(type):
def __or__(cls, other):
return True
| ForwardMetaclass |
python | great-expectations__great_expectations | great_expectations/data_context/data_context/file_data_context.py | {
"start": 1205,
"end": 9462
} | class ____(SerializableDataContext):
"""Subclass of AbstractDataContext that contains functionality necessary to work in a filesystem-backed environment.""" # noqa: E501 # FIXME CoP
def __init__(
self,
project_config: Optional[DataContextConfig] = None,
context_root_dir: Optional[PathS... | FileDataContext |
python | tensorflow__tensorflow | tensorflow/python/feature_column/feature_column_v2.py | {
"start": 114905,
"end": 116926
} | class ____(autotrackable.AutoTrackable):
"""Class that creates a `SharedEmbeddingColumn`."""
def __init__(self,
dimension,
initializer,
ckpt_to_load_from,
tensor_name_in_ckpt,
num_buckets,
trainable,
name='shar... | SharedEmbeddingColumnCreator |
python | mahmoud__boltons | tests/test_funcutils.py | {
"start": 655,
"end": 2270
} | class ____(Greeter):
pass
def test_partials():
g = SubGreeter('hello')
assert g.greet() == 'Hello.'
assert g.native_greet() == 'Hello;'
assert g.partial_greet() == 'Hello!'
assert g.cached_partial_greet() == 'Hello...'
assert CachedInstancePartial(g.greet, excitement='s')() == 'Hellos'
... | SubGreeter |
python | google__jax | jax/_src/pallas/mosaic/pipeline.py | {
"start": 13990,
"end": 44219
} | class ____(BufferedRefBase):
"""A helper class to automate VMEM double buffering in pallas pipelines.
Attributes:
spec: pallas blockspec.
dtype: dtype for buffers.
buffer_type: enum indicating whether this is an input, output, or in/out
accumulator buffered reference.
window_ref: a multiple-b... | BufferedRef |
python | Textualize__textual | tests/css/test_initial.py | {
"start": 111,
"end": 204
} | class ____(Widget):
DEFAULT_CSS = """
Base {
color: magenta;
}
"""
| Base |
python | huggingface__transformers | tests/pipelines/test_pipelines_zero_shot_audio_classification.py | {
"start": 832,
"end": 3420
} | class ____(unittest.TestCase):
# Deactivating auto tests since we don't have a good MODEL_FOR_XX mapping,
# and only CLAP would be there for now.
# model_mapping = {CLAPConfig: CLAPModel}
@require_torch
def test_small_model_pt(self, dtype="float32"):
audio_classifier = pipeline(
... | ZeroShotAudioClassificationPipelineTests |
python | wandb__wandb | wandb/automations/_filters/run_states.py | {
"start": 2136,
"end": 3012
} | class ____(GQLBase):
"""Descriptor type, returned on accessing `RunEvent.state`.
Necessary in order to handle constructing the custom structure for run state filters.
"""
def __get__(self, obj: Any, objtype: type) -> StateOperand:
return self
def eq(self, state: str | ReportedRunState, /)... | StateOperand |
python | django__django | django/contrib/gis/geos/prototypes/threadsafe.py | {
"start": 598,
"end": 687
} | class ____(threading.local):
handle = None
thread_context = GEOSContext()
| GEOSContext |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/typedDictReadOnly2.py | {
"start": 4022,
"end": 4133
} | class ____(TypedDict):
x: float
y: ReadOnly[float]
# This should generate an error for x but not y.
| TD_A2 |
python | getsentry__sentry | src/sentry/preprod/api/endpoints/project_preprod_artifact_update.py | {
"start": 7796,
"end": 13777
} | class ____(PreprodArtifactEndpoint):
owner = ApiOwner.EMERGE_TOOLS
publish_status = {
"PUT": ApiPublishStatus.PRIVATE,
}
authentication_classes = (LaunchpadRpcSignatureAuthentication,)
permission_classes = (LaunchpadRpcPermission,)
def put(
self,
request: Request,
... | ProjectPreprodArtifactUpdateEndpoint |
python | getsentry__sentry | src/sentry/integrations/msteams/client.py | {
"start": 3683,
"end": 5767
} | class ____(MsTeamsClientABC, IntegrationProxyClient):
integration_name = IntegrationProviderSlug.MSTEAMS.value
def __init__(self, integration: Integration | RpcIntegration):
self.integration = integration
self.metadata = self.integration.metadata
self.base_url = self.metadata["service_u... | MsTeamsClient |
python | ray-project__ray | python/ray/train/_internal/state/schema.py | {
"start": 285,
"end": 822
} | class ____(str, Enum):
"""Enumeration for the status of a train run."""
# (Deprecated) Replaced by RUNNING.
# The train run has started
STARTED = "STARTED"
# The train run is running
RUNNING = "RUNNING"
# The train run was terminated as expected
FINISHED = "FINISHED"
# The train run... | RunStatusEnum |
python | pennersr__django-allauth | allauth/socialaccount/providers/instagram/views.py | {
"start": 181,
"end": 1042
} | class ____(OAuth2Adapter):
provider_id = "instagram"
access_token_url = "https://api.instagram.com/oauth/access_token" # nosec
authorize_url = "https://api.instagram.com/oauth/authorize"
profile_url = "https://graph.instagram.com/me"
def complete_login(self, request, app, token, **kwargs):
... | InstagramOAuth2Adapter |
python | django__django | django/utils/archive.py | {
"start": 1305,
"end": 1407
} | class ____(Exception):
"""
Base exception class for all archive errors.
"""
| ArchiveException |
python | donnemartin__interactive-coding-challenges | math_probability/add_digits/test_add_digits.py | {
"start": 18,
"end": 726
} | class ____(unittest.TestCase):
def test_add_digits(self, func):
self.assertRaises(TypeError, func, None)
self.assertRaises(ValueError, func, -1)
self.assertEqual(func(0), 0)
self.assertEqual(func(9), 9)
self.assertEqual(func(138), 3)
self.assertEqual(func(65536), 7) ... | TestAddDigits |
python | django-mptt__django-mptt | tests/myapp/tests.py | {
"start": 71427,
"end": 74839
} | class ____(TreeTestCase):
"""
Tests that the queryset function `get_cached_trees` results in a minimum
number of database queries.
"""
fixtures = ["genres.json"]
def test_genre_iter(self):
"""
Test a query with two root nodes.
"""
with self.assertNumQueries(1):
... | CacheChildrenTestCase |
python | etianen__django-reversion | tests/test_app/tests/base.py | {
"start": 2800,
"end": 3050
} | class ____(TestModelMixin):
def setUp(self):
super().setUp()
reversion.register(TestModelParent, follow=("testmodel_ptr",))
@override_settings(PASSWORD_HASHERS=["django.contrib.auth.hashers.MD5PasswordHasher"])
| TestModelParentMixin |
python | numpy__numpy | numpy/f2py/tests/test_crackfortran.py | {
"start": 16097,
"end": 16413
} | class ____(util.F2PyTest):
sources = [util.getpath("tests", "src", "crackfortran", "gh27697.f90")]
options = ['--lower']
def test_no_lower_fail(self):
with pytest.raises(ValueError, match='aborting directly') as exc:
self.module.utils.my_abort('aborting directly')
| TestLowerF2PYDirective |
python | run-llama__llama_index | llama-index-integrations/readers/llama-index-readers-file/llama_index/readers/file/flat/base.py | {
"start": 286,
"end": 1300
} | class ____(BaseReader):
"""
Flat reader.
Extract raw text from a file and save the file type in the metadata
"""
def __init__(
self,
*args: Any,
**kwargs: Any,
) -> None:
"""Init params."""
super().__init__(*args, **kwargs)
def _get_fs(
self... | FlatReader |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/pydoclint/DOC201_numpy.py | {
"start": 1001,
"end": 4009
} | class ____(metaclass=abc.abcmeta):
# DOC201
@abc.abstractmethod
def f(self):
"""Lorem ipsum."""
return True
# OK - implicit None early return
def foo(obj: object) -> None:
"""A very helpful docstring.
Parameters
----------
obj : object
An object.
"""
if obj... | A |
python | sympy__sympy | sympy/codegen/cnodes.py | {
"start": 3333,
"end": 3409
} | class ____(struct):
""" Represents a union in C """
__slots__ = ()
| union |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/pylint/invalid_return_type_bool.py | {
"start": 39,
"end": 122
} | class ____:
def __bool__(self):
return 3.05 # [invalid-bool-return]
| Float |
python | optuna__optuna | optuna/storages/_rdb/alembic/versions/v2.4.0.a.py | {
"start": 1042,
"end": 1439
} | class ____(BaseModel):
__tablename__ = "study_directions"
__table_args__: Any = (UniqueConstraint("study_id", "objective"),)
study_direction_id = Column(Integer, primary_key=True)
direction = Column(Enum(StudyDirection), nullable=False)
study_id = Column(Integer, ForeignKey("studies.study_id"), null... | StudyDirectionModel |
python | getsentry__sentry-python | tests/integrations/unleash/testutils.py | {
"start": 1089,
"end": 1334
} | class ____:
def __init__(self, *a, **kw):
self.features = {
"hello": True,
"world": False,
}
def is_enabled(self, feature, *a, **kw):
return self.features.get(feature, False)
| MockUnleashClient |
python | pypa__pipenv | pipenv/patched/pip/_internal/req/req_install.py | {
"start": 2905,
"end": 36238
} | class ____:
"""
Represents something that may be installed later on, may have information
about where to fetch the relevant requirement and also contains logic for
installing the said requirement.
"""
def __init__(
self,
req: Optional[Requirement],
comes_from: Optional[U... | InstallRequirement |
python | neetcode-gh__leetcode | python/0662-maximum-width-of-binary-tree.py | {
"start": 192,
"end": 774
} | class ____:
def widthOfBinaryTree(self, root: Optional[TreeNode]) -> int:
if root is None:
return 0
q = [(root, 0)]
width = 0
while q:
leftIndex = q[0][1]
rightIndex = q[-1][1]
width = max(width, rightIndex - leftIndex + 1)
... | Solution |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/flake8_bugbear/B024.py | {
"start": 1264,
"end": 1338
} | class ____(abc.ABC): # error
def method(self):
foo()
| abc_Base_1 |
python | scipy__scipy | scipy/optimize/_nonlin.py | {
"start": 9887,
"end": 11565
} | class ____:
"""
Termination condition for an iteration. It is terminated if
- |F| < f_rtol*|F_0|, AND
- |F| < f_tol
AND
- |dx| < x_rtol*|x|, AND
- |dx| < x_tol
"""
def __init__(self, f_tol=None, f_rtol=None, x_tol=None, x_rtol=None,
iter=None, norm=maxnorm):
... | TerminationCondition |
python | ray-project__ray | python/ray/client_builder.py | {
"start": 2693,
"end": 11138
} | class ____:
"""
Builder for a Ray Client connection. This class can be subclassed by
custom builder classes to modify connection behavior to include additional
features or altered semantics. One example is the ``_LocalClientBuilder``.
"""
def __init__(self, address: Optional[str]) -> None:
... | ClientBuilder |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 201503,
"end": 204433
} | class ____(sgqlc.types.Input):
"""Autogenerated input type of CreateSponsorsTier"""
__schema__ = github_schema
__field_names__ = (
"sponsorable_id",
"sponsorable_login",
"amount",
"is_recurring",
"repository_id",
"repository_owner_login",
"repository_... | CreateSponsorsTierInput |
python | run-llama__llama_index | llama-index-integrations/indices/llama-index-indices-managed-vectara/llama_index/indices/managed/vectara/retriever.py | {
"start": 979,
"end": 1168
} | class ____(str, Enum):
NONE = "none"
MMR = "mmr"
SLINGSHOT = "multilingual_reranker_v1"
SLINGSHOT_ALT_NAME = "slingshot"
UDF = "userfn"
CHAIN = "chain"
| VectaraReranker |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/orm/events.py | {
"start": 59961,
"end": 93428
} | class ____(event.Events[Session]):
"""Define events specific to :class:`.Session` lifecycle.
e.g.::
from sqlalchemy import event
from sqlalchemy.orm import sessionmaker
def my_before_commit(session):
print("before commit!")
Session = sessionmaker()
even... | SessionEvents |
python | pytorch__pytorch | torch/_inductor/codegen/mps.py | {
"start": 14829,
"end": 40276
} | class ____(SIMDKernel):
"""Implement Metal codegen based on the SIMDKernel abstraction"""
overrides = MetalOverrides # type: ignore[assignment]
suffix = ";"
newvar_prefix = "auto "
max_threadgroup_size = 1024
simd_group_size = 32
pexpr = PythonPrinter().doprint
cexpr = CppPrinter().dop... | MetalKernel |
python | django-crispy-forms__django-crispy-forms | crispy_forms/templatetags/crispy_forms_tags.py | {
"start": 1693,
"end": 7940
} | class ____(template.Node):
"""
Basic Node object that we can rely on for Node objects in normal
template tags. I created this because most of the tags we'll be using
will need both the form object and the helper string. This handles
both the form object and parses out the helper string into attribut... | BasicNode |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/vertex_ai/custom_job.py | {
"start": 95059,
"end": 99263
} | class ____(GoogleCloudBaseOperator):
"""
Lists CustomTrainingJob, CustomPythonTrainingJob, or CustomContainerTrainingJob in a Location.
:param project_id: Required. The ID of the Google Cloud project that the service belongs to.
:param region: Required. The ID of the Google Cloud region that the servic... | ListCustomTrainingJobOperator |
python | Lightning-AI__lightning | src/lightning/fabric/plugins/environments/mpi.py | {
"start": 1031,
"end": 4369
} | class ____(ClusterEnvironment):
"""An environment for running on clusters with processes created through MPI.
Requires the installation of the `mpi4py` package. See also: https://github.com/mpi4py/mpi4py
"""
def __init__(self) -> None:
if not _MPI4PY_AVAILABLE:
raise ModuleNotFoun... | MPIEnvironment |
python | kamyu104__LeetCode-Solutions | Python/words-within-two-edits-of-dictionary.py | {
"start": 1559,
"end": 1870
} | class ____(object):
def twoEditWords(self, queries, dictionary):
"""
:type queries: List[str]
:type dictionary: List[str]
:rtype: List[str]
"""
return [q for q in queries if any(sum(c1 != c2 for c1, c2 in itertools.izip(q, d)) <= 2 for d in dictionary)]
| Solution2 |
python | doocs__leetcode | solution/0900-0999/0916.Word Subsets/Solution.py | {
"start": 0,
"end": 418
} | class ____:
def wordSubsets(self, words1: List[str], words2: List[str]) -> List[str]:
cnt = Counter()
for b in words2:
t = Counter(b)
for c, v in t.items():
cnt[c] = max(cnt[c], v)
ans = []
for a in words1:
t = Counter(a)
... | Solution |
python | ray-project__ray | release/ray_release/test.py | {
"start": 2152,
"end": 4240
} | class ____:
status: str
commit: str
branch: str
url: str
timestamp: int
pull_request: str
rayci_step_id: str
duration_ms: Optional[float] = None
@classmethod
def from_result(cls, result: Result):
return cls(
status=result.status,
commit=os.environ... | TestResult |
python | getsentry__sentry | src/sentry/sentry_apps/api/serializers/sentry_app_component.py | {
"start": 906,
"end": 1851
} | class ____(Serializer):
def serialize(self, obj, attrs, user, **kwargs):
event_action: SentryAppEventDataInterface | None = kwargs.get("event_action")
if not event_action:
raise AssertionError("Requires event_action keyword argument of type EventAction")
install = kwargs.get("in... | SentryAppAlertRuleActionSerializer |
python | encode__django-rest-framework | tests/test_model_serializer.py | {
"start": 45906,
"end": 48393
} | class ____(TestCase):
def test_nonPK_foreignkey_model_serializer(self):
class TestParentModel(models.Model):
title = models.CharField(max_length=64)
class TestChildModel(models.Model):
parent = models.ForeignKey(TestParentModel, related_name='children', on_delete=models.CASC... | Issue3674Test |
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