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 | wandb__wandb | wandb/sdk/artifacts/_generated/fragments.py | {
"start": 6836,
"end": 7055
} | class ____(GQLResult):
total_count: int = Field(alias="totalCount")
page_info: PageInfoFragment = Field(alias="pageInfo")
edges: List[RunInputArtifactConnectionFragmentEdges]
| RunInputArtifactConnectionFragment |
python | pikepdf__pikepdf | src/pikepdf/objects.py | {
"start": 5883,
"end": 6359
} | class ____(Object, metaclass=_ObjectMeta):
"""Construct a PDF String object."""
object_type = ObjectType.string
def __new__(cls, s: str | bytes) -> String:
"""Construct a PDF String.
Args:
s: The string to use. String will be encoded for
PDF, bytes will be cons... | String |
python | ray-project__ray | python/ray/air/integrations/wandb.py | {
"start": 13605,
"end": 17129
} | class ____:
"""
Wandb assumes that each trial's information should be logged from a
separate process. We use Ray actors as forking multiprocessing
processes is not supported by Ray and spawn processes run into pickling
problems.
We use a queue for the driver to communicate with the logging proc... | _WandbLoggingActor |
python | keras-team__keras | keras/src/optimizers/rmsprop_test.py | {
"start": 157,
"end": 2761
} | class ____(testing.TestCase):
def test_config(self):
optimizer = RMSprop(
learning_rate=0.5,
rho=0.8,
momentum=0.05,
epsilon=1e-6,
centered=True,
)
self.run_class_serialization_test(optimizer)
def test_single_step(self):
... | RMSpropTest |
python | django__django | tests/utils_tests/test_autoreload.py | {
"start": 23067,
"end": 24457
} | class ____(SimpleTestCase):
RELOADER_CLS = None
def setUp(self):
_tempdir = tempfile.TemporaryDirectory()
self.tempdir = Path(_tempdir.name).resolve(strict=True).absolute()
self.existing_file = self.ensure_file(self.tempdir / "test.py")
self.nonexistent_file = (self.tempdir / "d... | ReloaderTests |
python | psf__black | src/black/brackets.py | {
"start": 1080,
"end": 1216
} | class ____(Exception):
"""Raised when an opening bracket is unable to be matched to a closing bracket."""
@dataclass
| BracketMatchError |
python | walkccc__LeetCode | solutions/678. Valid Parenthesis String/678.py | {
"start": 0,
"end": 366
} | class ____:
def checkValidString(self, s: str) -> bool:
low = 0
high = 0
for c in s:
if c == '(':
low += 1
high += 1
elif c == ')':
if low > 0:
low -= 1
high -= 1
else:
if low > 0:
low -= 1
high += 1
if high < 0:
... | Solution |
python | getsentry__sentry | tests/sentry/tasks/test_post_process.py | {
"start": 100785,
"end": 102900
} | class ____(BasePostProgressGroupMixin):
@patch("sentry.tasks.post_process.safe_execute")
def test_process_similarity(self, mock_safe_execute: MagicMock) -> None:
from sentry import similarity
event = self.create_event(data={}, project_id=self.project.id)
self.call_post_process_group(
... | ProcessSimilarityTestMixin |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/cover/test_stateful.py | {
"start": 4115,
"end": 4545
} | class ____(RuleBasedStateMachine):
ratchet = 0
@rule(d=data())
def action(self, d):
FlakyRatchettingMachine.ratchet += 1
n = FlakyRatchettingMachine.ratchet
d.draw(lists(integers(), min_size=n, max_size=n))
raise AssertionError
@Settings(
stateful_step_count=10,
ma... | FlakyRatchettingMachine |
python | ansible__ansible | lib/ansible/_internal/_json/__init__.py | {
"start": 856,
"end": 959
} | class ____(t.Protocol):
"""Utility protocol for mixin type safety."""
_current: t.Any
| HasCurrent |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/asset_health/asset_check_health.py | {
"start": 644,
"end": 9042
} | class ____(LoadableBy[AssetKey]):
"""Maintains a list of asset checks for the asset in each terminal state. If a check is in progress,
it will not move to a new list until the execution is complete.
"""
passing_checks: set[AssetCheckKey]
failing_checks: set[AssetCheckKey]
warning_checks: set[As... | AssetCheckHealthState |
python | gevent__gevent | src/greentest/3.10/test_socket.py | {
"start": 208794,
"end": 209581
} | class ____(SocketUDPLITETest):
def testUDPLITETimeout(self):
def raise_timeout(*args, **kwargs):
self.serv.settimeout(1.0)
self.serv.recv(1024)
self.assertRaises(TimeoutError, raise_timeout,
"Error generating a timeout exception (UDPLITE)")
... | UDPLITETimeoutTest |
python | getsentry__sentry | tests/sentry/workflow_engine/processors/test_delayed_workflow.py | {
"start": 10439,
"end": 11926
} | class ____(TestDelayedWorkflowBase):
def test_fetch_project(self) -> None:
assert fetch_project(self.project.id) == self.project
assert fetch_project(1) is None
def test_fetch_workflows_envs(self) -> None:
self._push_base_events()
event_data = EventRedisData.from_redis_data(
... | TestDelayedWorkflowHelpers |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/cover/test_pretty.py | {
"start": 7747,
"end": 8030
} | class ____:
__module__ = 1
@property
def __class__(self):
raise ValueError("I am horrible")
def __repr__(self):
raise BadException
def test_really_bad_repr():
with pytest.raises(BadException):
pretty.pretty(ReallyBadRepr())
| ReallyBadRepr |
python | tensorflow__tensorflow | tensorflow/python/ops/boosted_trees_ops.py | {
"start": 7909,
"end": 9741
} | class ____(saver.BaseSaverBuilder.SaveableObject):
"""SaveableObject implementation for TreeEnsemble."""
def __init__(self, resource_handle, create_op, name):
"""Creates a _TreeEnsembleSavable object.
Args:
resource_handle: handle to the decision tree ensemble variable.
create_op: the op to in... | _TreeEnsembleSavable |
python | run-llama__llama_index | llama-index-core/llama_index/core/base/response/schema.py | {
"start": 412,
"end": 1285
} | class ____:
"""
Response object.
Returned if streaming=False.
Attributes:
response: The response text.
"""
response: Optional[str]
source_nodes: List[NodeWithScore] = field(default_factory=list)
metadata: Optional[Dict[str, Any]] = None
def __str__(self) -> str:
... | Response |
python | keras-team__keras | keras/src/metrics/iou_metrics.py | {
"start": 261,
"end": 5759
} | class ____(Metric):
"""Computes the confusion matrix for Intersection-Over-Union metrics.
Formula:
```python
iou = true_positives / (true_positives + false_positives + false_negatives)
```
Intersection-Over-Union is a common evaluation metric for semantic image
segmentation.
From IoUs... | _IoUBase |
python | jazzband__django-simple-history | simple_history/tests/tests/test_commands.py | {
"start": 6689,
"end": 16666
} | class ____(TestCase):
command_name = "clean_duplicate_history"
command_error = (management.CommandError, SystemExit)
def test_no_args(self):
out = StringIO()
management.call_command(self.command_name, stdout=out, stderr=StringIO())
self.assertIn(clean_duplicate_history.Command.COMMA... | TestCleanDuplicateHistory |
python | cython__cython | Cython/Plex/Regexps.py | {
"start": 7411,
"end": 8728
} | class ____(RE):
"""Seq(re1, re2, re3...) is an RE which matches |re1| followed by
|re2| followed by |re3|..."""
def __init__(self, *re_list):
nullable = 1
for i, re in enumerate(re_list):
self.check_re(i, re)
nullable = nullable and re.nullable
self.re_list =... | Seq |
python | getsentry__sentry | src/sentry/snuba/metrics/naming_layer/public.py | {
"start": 6053,
"end": 6286
} | class ____(Enum):
"""Identifier for a transaction-related tag."""
TRANSACTION_STATUS = "transaction.status"
TRANSACTION_SATISFACTION = "satisfaction"
TRANSACTION_HTTP_STATUS_CODE = "http.status_code"
| TransactionTagsKey |
python | allegroai__clearml | clearml/backend_api/services/v2_23/datasets.py | {
"start": 185642,
"end": 186716
} | class ____(Response):
"""
Response of datasets.get_sources endpoint.
:param sources: Mapping of source URL to first frame_id of the source
:type sources: dict
"""
_service = "datasets"
_action = "get_sources"
_version = "2.23"
_schema = {
"definitions": {},
"proper... | GetSourcesResponse |
python | spack__spack | lib/spack/spack/fetch_strategy.py | {
"start": 47397,
"end": 50708
} | class ____(VCSFetchStrategy):
"""
Fetch strategy that gets source code from a Mercurial repository.
Use like this in a package::
version("name", hg="https://jay.grs.rwth-aachen.de/hg/lwm2")
Optionally, you can provide a branch, or revision to check out, e.g.::
version("torus", hg="htt... | HgFetchStrategy |
python | coleifer__peewee | tests/sqlite.py | {
"start": 3397,
"end": 3515
} | class ____(FTS5Model):
message = SearchField()
class Meta:
options = {'tokenize': 'porter'}
| FTS5Document |
python | tensorflow__tensorflow | tensorflow/python/distribute/coordinator/cluster_coordinator.py | {
"start": 12382,
"end": 22784
} | class ____(object):
"""Manage a queue of closures, inflight count and errors from execution.
This class is thread-safe.
"""
def __init__(self):
# `self._inflight_closure_count` only tracks the number of inflight closures
# that are "in generation". Once an error occurs, error generation is
# incre... | _CoordinatedClosureQueue |
python | getsentry__sentry | tests/sentry/api/endpoints/test_builtin_symbol_sources.py | {
"start": 617,
"end": 1222
} | class ____(APITestCase):
endpoint = "sentry-api-0-organization-builtin-symbol-sources"
def setUp(self) -> None:
super().setUp()
self.organization = self.create_organization(owner=self.user)
self.login_as(user=self.user)
def test_with_slug(self) -> None:
resp = self.get_resp... | BuiltinSymbolSourcesWithSlugTest |
python | kamyu104__LeetCode-Solutions | Python/minimum-sum-after-divisible-sum-deletions.py | {
"start": 50,
"end": 393
} | class ____(object):
def minArraySum(self, nums, k):
"""
:type nums: List[int]
:type k: int
:rtype: int
"""
dp = [float("inf")]*k
dp[0] = result = 0
for x in nums:
result += x
dp[result%k] = result = min(result, dp[result%k])
... | Solution |
python | python__mypy | mypyc/test/test_exceptions.py | {
"start": 877,
"end": 2133
} | class ____(MypycDataSuite):
files = files
base_path = test_temp_dir
def run_case(self, testcase: DataDrivenTestCase) -> None:
"""Perform a runtime checking transformation test case."""
with use_custom_builtins(os.path.join(self.data_prefix, ICODE_GEN_BUILTINS), testcase):
expect... | TestExceptionTransform |
python | ray-project__ray | python/ray/data/_internal/execution/node_trackers/actor_location.py | {
"start": 191,
"end": 1384
} | class ____:
def __init__(self):
self._actor_locations = {}
self._actor_locations_lock = threading.Lock()
def update_actor_location(self, logical_actor_id: str, node_id: str):
with self._actor_locations_lock:
self._actor_locations[logical_actor_id] = node_id
def get_acto... | ActorLocationTracker |
python | ipython__ipython | IPython/terminal/interactiveshell.py | {
"start": 6154,
"end": 40095
} | class ____(InteractiveShell):
mime_renderers = Dict().tag(config=True)
min_elide = Integer(
30, help="minimum characters for filling with ellipsis in file completions"
).tag(config=True)
space_for_menu = Integer(
6,
help="Number of line at the bottom of the screen "
"to ... | TerminalInteractiveShell |
python | jazzband__tablib | src/tablib/formats/_latex.py | {
"start": 117,
"end": 4148
} | class ____:
title = 'latex'
extensions = ('tex',)
TABLE_TEMPLATE = """\
%% Note: add \\usepackage{booktabs} to your preamble
%%
\\begin{table}[!htbp]
\\centering
%(CAPTION)s
\\begin{tabular}{%(COLSPEC)s}
\\toprule
%(HEADER)s
%(MIDRULE)s
%(BODY)s
\\bottomrule
\\end{tabular}
\\end{table}
... | LATEXFormat |
python | scipy__scipy | benchmarks/benchmarks/go_benchmark_functions/go_funcs_P.py | {
"start": 170,
"end": 1375
} | class ____(Benchmark):
r"""
Parsopoulos objective function.
This class defines the Parsopoulos [1]_ global optimization problem. This is a
multimodal minimization problem defined as follows:
.. math::
f_{\text{Parsopoulos}}(x) = \cos(x_1)^2 + \sin(x_2)^2
with :math:`x_i \in [-5, 5]... | Parsopoulos |
python | PrefectHQ__prefect | tests/cli/test_api_command.py | {
"start": 13534,
"end": 15355
} | class ____:
"""Test output formatting and verbosity."""
def test_json_output(self, respx_mock: MockRouter) -> None:
"""Test JSON is output correctly."""
respx_mock.get("http://localhost:4200/api/flows/123").mock(
return_value=httpx.Response(200, json={"id": "123", "name": "test"})
... | TestOutputFormatting |
python | huggingface__transformers | src/transformers/models/glm4_moe/modeling_glm4_moe.py | {
"start": 21391,
"end": 22403
} | class ____(PreTrainedModel):
config: Glm4MoeConfig
base_model_prefix = "model"
supports_gradient_checkpointing = True
_no_split_modules = ["Glm4MoeDecoderLayer"]
_skip_keys_device_placement = ["past_key_values"]
_supports_flash_attn = True
_supports_sdpa = True
_supports_flex_attn = True... | Glm4MoePreTrainedModel |
python | bokeh__bokeh | src/bokeh/models/nodes.py | {
"start": 1638,
"end": 3366
} | class ____:
""" Provider of box nodes for box-like models. """
def __init__(self, target: Model | ImplicitTargetType) -> None:
self.target = target
def _node(self, symbol: str) -> Node:
return Node(target=self.target, symbol=symbol)
@property
def left(self) -> Node:
return... | BoxNodes |
python | encode__django-rest-framework | tests/test_pagination.py | {
"start": 12437,
"end": 22912
} | class ____:
"""
Unit tests for `pagination.LimitOffsetPagination`.
"""
def setup_method(self):
class ExamplePagination(pagination.LimitOffsetPagination):
default_limit = 10
max_limit = 15
self.pagination = ExamplePagination()
self.queryset = range(1, 101... | TestLimitOffset |
python | ray-project__ray | release/llm_tests/benchmark/load_test.py | {
"start": 7562,
"end": 9824
} | class ____(BaseProvider):
def get_url(self):
if self.parsed_options.chat:
return "/v1/chat/completions"
else:
return "/v1/completions"
def format_payload(self, prompt, max_tokens, images):
data = {
"model": self.model,
"max_tokens": max_to... | OpenAIProvider |
python | ansible__ansible | lib/ansible/module_utils/_internal/_messages.py | {
"start": 3605,
"end": 4307
} | class ____(WarningSummary):
"""Deprecation summary with details (possibly derived from an exception __cause__ chain) and an optional traceback."""
deprecator: _t.Optional[PluginInfo] = None
"""
The identifier for the content which is being deprecated.
"""
date: _t.Optional[str] = None
"""
... | DeprecationSummary |
python | dagster-io__dagster | python_modules/libraries/dagster-snowflake/dagster_snowflake_tests/test_snowflake_io_manager.py | {
"start": 754,
"end": 7553
} | class ____(SnowflakeIOManager):
@classmethod
def _is_dagster_maintained(cls) -> bool:
return True
def type_handlers(self): # pyright: ignore[reportIncompatibleMethodOverride]
return [PassTypeHandler()]
def test_get_select_statement():
assert (
SnowflakeDbClient.get_select_sta... | TestSnowflakeIOManager |
python | huggingface__transformers | examples/modular-transformers/modeling_dummy_bert.py | {
"start": 15170,
"end": 15743
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.dense = nn.Linear(config.hidden_size, config.intermediate_size)
if isinstance(config.hidden_act, str):
self.intermediate_act_fn = ACT2FN[config.hidden_act]
else:
self.intermediate_act_f... | DummyBertIntermediate |
python | bokeh__bokeh | tests/unit/bokeh/core/test_has_props.py | {
"start": 2632,
"end": 10968
} | class ____(Child):
aliased_int1 = Alias("int1")
aliased_int2 = Alias("int2")
def test_HasProps_getattr() -> None:
p = Parent()
assert getattr(p, "int1") == 10
assert p.int1 == 10
assert getattr(p, "foo_prop") == 110
assert p.foo_prop == 110
assert isinstance(getattr(p, "foo_func"), M... | AliasedChild |
python | huggingface__transformers | src/transformers/models/funnel/modeling_funnel.py | {
"start": 52499,
"end": 54792
} | class ____(FunnelPreTrainedModel):
def __init__(self, config: FunnelConfig) -> None:
super().__init__(config)
self.num_labels = config.num_labels
self.funnel = FunnelModel(config)
self.dropout = nn.Dropout(config.hidden_dropout)
self.classifier = nn.Linear(config.hidden_size... | FunnelForTokenClassification |
python | getsentry__sentry | src/sentry/integrations/aws_lambda/integration.py | {
"start": 14594,
"end": 18326
} | class ____:
def dispatch(self, request: HttpRequest, pipeline: IntegrationPipeline) -> HttpResponseBase:
if "finish_pipeline" in request.GET:
return pipeline.finish_pipeline()
assert pipeline.organization is not None
organization = pipeline.organization
account_number =... | AwsLambdaSetupLayerPipelineView |
python | spack__spack | lib/spack/spack/database.py | {
"start": 5252,
"end": 8286
} | class ____:
"""A record represents one installation in the DB.
The record keeps track of the spec for the installation, its
install path, AND whether or not it is installed. We need the
installed flag in case a user either:
1. blew away a directory, or
2. used spack uninstall -f to get rid of... | InstallRecord |
python | pytorch__pytorch | torch/distributions/constraints.py | {
"start": 17328,
"end": 17651
} | class ____(Constraint):
"""
Constrain to square matrices.
"""
event_dim = 2
def check(self, value):
return torch.full(
size=value.shape[:-2],
fill_value=(value.shape[-2] == value.shape[-1]),
dtype=torch.bool,
device=value.device,
)
| _Square |
python | django__django | django/contrib/postgres/validators.py | {
"start": 2330,
"end": 2568
} | class ____(MaxValueValidator):
def compare(self, a, b):
return a.upper is None or a.upper > b
message = _(
"Ensure that the upper bound of the range is not greater than %(limit_value)s."
)
| RangeMaxValueValidator |
python | qdrant__qdrant-client | qdrant_client/http/models/models.py | {
"start": 129410,
"end": 129589
} | class ____(str, Enum):
"""
Mutable RAM sparse index
"""
def __str__(self) -> str:
return str(self.value)
MUTABLERAM = "MutableRam"
| SparseIndexTypeOneOf |
python | pydantic__pydantic | pydantic/json_schema.py | {
"start": 116494,
"end": 123938
} | class ____:
"""Add examples to a JSON schema.
If the JSON Schema already contains examples, the provided examples
will be appended.
If `mode` is set this will only apply to that schema generation mode,
allowing you to add different examples for validation and serialization.
"""
@overload
... | Examples |
python | spack__spack | lib/spack/spack/vendor/pyrsistent/_pclass.py | {
"start": 434,
"end": 1301
} | class ____(type):
def __new__(mcs, name, bases, dct):
set_fields(dct, bases, name='_pclass_fields')
store_invariants(dct, bases, '_pclass_invariants', '__invariant__')
dct['__slots__'] = ('_pclass_frozen',) + tuple(key for key in dct['_pclass_fields'])
# There must only be one __wea... | PClassMeta |
python | keras-team__keras | keras/src/metrics/f_score_metrics.py | {
"start": 225,
"end": 9225
} | class ____(Metric):
"""Computes F-Beta score.
Formula:
```python
b2 = beta ** 2
f_beta_score = (1 + b2) * (precision * recall) / (precision * b2 + recall)
```
This is the weighted harmonic mean of precision and recall.
Its output range is `[0, 1]`. It works for both multi-class
and... | FBetaScore |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/sql/elements.py | {
"start": 120717,
"end": 121659
} | class ____(ColumnElement[_T]):
"""Wrap a column expression as it appears in a 'reference' context.
This expression is any that includes an _order_by_label_element,
which is a Label, or a DESC / ASC construct wrapping a Label.
The production of _label_reference() should occur when an expression
is ... | _label_reference |
python | mkdocs__mkdocs | mkdocs/structure/pages.py | {
"start": 21104,
"end": 21575
} | class ____(markdown.htmlparser.htmlparser.HTMLParser): # type: ignore[name-defined]
def __init__(self) -> None:
super().__init__()
self.present_anchor_ids: set[str] = set()
def handle_starttag(self, tag: str, attrs: Sequence[tuple[str, str]]) -> None:
for k, v in attrs:
if ... | _HTMLHandler |
python | wandb__wandb | wandb/sdk/data_types/table.py | {
"start": 40541,
"end": 40982
} | class ____:
"""Helper class for PartitionTable to track its parts."""
def __init__(self, entry, source_artifact):
self.entry = entry
self.source_artifact = source_artifact
self._part = None
def get_part(self):
if self._part is None:
self._part = self.source_arti... | _PartitionTablePartEntry |
python | pytorch__pytorch | test/torch_np/numpy_tests/core/test_dtype.py | {
"start": 6915,
"end": 10766
} | class ____(TestCase):
"""Test cases related to more complex DType promotions. Further promotion
tests are defined in `test_numeric.py`
"""
@parametrize(
"other, expected, expected_weak",
[
(2**16 - 1, np.complex64, None),
(2**32 - 1, np.complex128, np.complex64)... | TestPromotion |
python | huggingface__transformers | src/transformers/models/glm4/modeling_glm4.py | {
"start": 2801,
"end": 8805
} | class ____(GradientCheckpointingLayer):
def __init__(self, config: Glm4Config, layer_idx: int):
super().__init__()
self.hidden_size = config.hidden_size
self.self_attn = Glm4Attention(config=config, layer_idx=layer_idx)
self.mlp = Glm4MLP(config)
self.input_layernorm = Glm4R... | Glm4DecoderLayer |
python | PrefectHQ__prefect | tests/server/models/test_flow_runs.py | {
"start": 46518,
"end": 49030
} | class ____:
async def test_read_task_run_dependencies(self, flow_run, session):
task_run_1 = await models.task_runs.create_task_run(
session=session,
task_run=schemas.core.TaskRun(
flow_run_id=flow_run.id, task_key="key-1", dynamic_key="0"
),
)
... | TestReadFlowRunTaskRunDependencies |
python | pypa__hatch | src/hatch/template/files_default.py | {
"start": 541,
"end": 2264
} | class ____(File):
TEMPLATE = """\
# {project_name}
[](https://pypi.org/project/{project_name_normalized})
[](https://pypi.org/project/{project_... | Readme |
python | ZoranPandovski__al-go-rithms | data_structures/B+tree/btree.py | {
"start": 708,
"end": 4255
} | class ____(Node):
def __init__(self):
self.pt = 4
self.n = 3
self.root = Node(True)
def get_leaf(self,val,node):
if node.leaf == False:
for ind, key in enumerate(node.keys):
if ind == 0 and val<= key: return self.get_leaf(val,node.children[ind])
... | Btree |
python | scipy__scipy | scipy/sparse/linalg/_eigen/arpack/arpack.py | {
"start": 41655,
"end": 69603
} | class ____(LinearOperator):
"""
IterOpInv:
helper class to repeatedly solve [A-sigma*M]*x = b
using an iterative method
"""
def __init__(self, A, M, sigma, ifunc=gmres_loose, tol=0):
self.A = A
self.M = M
self.sigma = sigma
def mult_func(x):
re... | IterOpInv |
python | huggingface__transformers | src/transformers/models/florence2/modeling_florence2.py | {
"start": 12712,
"end": 16114
} | class ____(nn.Module):
def __init__(self, config: Florence2VisionConfig, stage_idx: int):
super().__init__()
self.config = config
self.dim = config.embed_dim[stage_idx]
self.window_size = config.window_size
self.num_heads = config.num_heads[stage_idx]
head_dim = self.... | Florence2VisionWindowAttention |
python | huggingface__transformers | src/transformers/models/instructblip/modeling_instructblip.py | {
"start": 16569,
"end": 20905
} | class ____(nn.Module):
def __init__(self, config, is_cross_attention=False):
super().__init__()
self.config = config
if config.hidden_size % config.num_attention_heads != 0 and not hasattr(config, "embedding_size"):
raise ValueError(
"The hidden size (%d) is not a... | InstructBlipQFormerMultiHeadAttention |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/compute.py | {
"start": 68250,
"end": 73337
} | class ____(ComputeEngineBaseOperator):
"""
Permanently and irrevocably deletes an Instance Group Managers.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:ComputeEngineDeleteInstanceGroupManagerOperator`
:param resource_id: ... | ComputeEngineDeleteInstanceGroupManagerOperator |
python | pytest-dev__pytest | src/_pytest/main.py | {
"start": 15879,
"end": 16101
} | class ____(dict[Path, str]):
__slots__ = ("path",)
path: Path
def __missing__(self, path: Path) -> str:
r = bestrelpath(self.path, path)
self[path] = r
return r
@final
| _bestrelpath_cache |
python | pydantic__pydantic | tests/mypy/modules/metaclass_args.py | {
"start": 186,
"end": 325
} | class ____(BaseModel, validate_by_name=True):
i: int = Field(alias='j')
MetaclassArgumentsNoDefault(i=None)
| MetaclassArgumentsNoDefault |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/testing/fixtures/sql.py | {
"start": 802,
"end": 6218
} | class ____(TestBase):
# 'once', None
run_setup_bind = "once"
# 'once', 'each', None
run_define_tables = "once"
# 'once', 'each', None
run_create_tables = "once"
# 'once', 'each', None
run_inserts = "each"
# 'each', None
run_deletes = "each"
# 'once', None
run_dispose... | TablesTest |
python | getsentry__sentry | src/sentry/rules/conditions/event_frequency.py | {
"start": 31769,
"end": 32678
} | class ____(EventFrequencyForm):
intervals = PERCENT_INTERVALS_TO_DISPLAY
interval = forms.ChoiceField(
choices=[
(key, label)
for key, (label, duration) in sorted(
PERCENT_INTERVALS_TO_DISPLAY.items(),
key=lambda key____label__duration: key____labe... | EventFrequencyPercentForm |
python | django__django | tests/admin_views/test_history_view.py | {
"start": 377,
"end": 1894
} | class ____(TestCase):
@classmethod
def setUpTestData(cls):
cls.superuser = User.objects.create_superuser(
username="super",
password="secret",
email="super@example.com",
)
def setUp(self):
self.client.force_login(self.superuser)
def test_chan... | AdminHistoryViewTests |
python | huggingface__transformers | tests/models/gemma2/test_modeling_gemma2.py | {
"start": 1907,
"end": 20908
} | class ____(unittest.TestCase):
input_text = ["Hello I am doing", "Hi today"]
def setUp(self):
cleanup(torch_device, gc_collect=True)
def tearDown(self):
cleanup(torch_device, gc_collect=True)
@require_torch_large_accelerator
@require_read_token
def test_model_9b_bf16(self):
... | Gemma2IntegrationTest |
python | scikit-learn__scikit-learn | sklearn/utils/_param_validation.py | {
"start": 8915,
"end": 9507
} | class ____(Real):
"""A type that represents reals that are not instances of int.
Behaves like float, but also works with values extracted from numpy arrays.
isintance(1, RealNotInt) -> False
isinstance(1.0, RealNotInt) -> True
"""
RealNotInt.register(float)
def _type_name(t):
"""Convert typ... | RealNotInt |
python | huggingface__transformers | .circleci/create_circleci_config.py | {
"start": 2322,
"end": 3362
} | class ____:
job_name = "empty"
def to_dict(self):
steps = [{"run": 'ls -la'}]
if self.job_name == "collection_job":
steps.extend(
[
"checkout",
{"run": "pip install requests || true"},
{"run": """while [[ $(... | EmptyJob |
python | TheAlgorithms__Python | data_structures/queues/queue_by_two_stacks.py | {
"start": 84,
"end": 2614
} | class ____[T]:
def __init__(self, iterable: Iterable[T] | None = None) -> None:
"""
>>> QueueByTwoStacks()
Queue(())
>>> QueueByTwoStacks([10, 20, 30])
Queue((10, 20, 30))
>>> QueueByTwoStacks((i**2 for i in range(1, 4)))
Queue((1, 4, 9))
"""
s... | QueueByTwoStacks |
python | python-openxml__python-docx | src/docx/oxml/text/font.py | {
"start": 10702,
"end": 10882
} | class ____(BaseOxmlElement):
"""`<w:vertAlign>` element, specifying subscript or superscript."""
val: str = RequiredAttribute("w:val", ST_VerticalAlignRun)
| CT_VerticalAlignRun |
python | PyCQA__pylint | tests/functional/m/method_hidden.py | {
"start": 2271,
"end": 2387
} | class ____(Parent):
@functools().cached_property
def _protected(self):
pass
| ChildHidingAncestorAttribute |
python | dagster-io__dagster | python_modules/dagster-graphql/dagster_graphql/schema/roots/mutation.py | {
"start": 30908,
"end": 31819
} | class ____(graphene.Mutation):
"""Log telemetry about the Dagster instance."""
Output = graphene.NonNull(GrapheneLogTelemetryMutationResult)
class Arguments:
action = graphene.Argument(graphene.NonNull(graphene.String))
clientTime = graphene.Argument(graphene.NonNull(graphene.String))
... | GrapheneLogTelemetryMutation |
python | kamyu104__LeetCode-Solutions | Python/find-indices-with-index-and-value-difference-i.py | {
"start": 42,
"end": 1153
} | class ____(object):
def findIndices(self, nums, indexDifference, valueDifference):
"""
:type nums: List[int]
:type indexDifference: int
:type valueDifference: int
:rtype: List[int]
"""
mx_i = mn_i = 0
for i in xrange(len(nums)-indexDifference):
... | Solution |
python | prabhupant__python-ds | data_structures/binary_trees/left_right_to_down_right.py | {
"start": 88,
"end": 436
} | class ____:
def __init__(self, val):
self.val = val
self.left = None
self.rigt = None
def convert(root):
if root is None:
return
convert(root.left)
convert(root.right)
if root.left == None:
root.left = root.right
else:
root.left.right = root.r... | Node |
python | huggingface__transformers | tests/models/visual_bert/test_modeling_visual_bert.py | {
"start": 23578,
"end": 29197
} | class ____(unittest.TestCase):
@slow
def test_inference_vqa_coco_pre(self):
model = VisualBertForPreTraining.from_pretrained("uclanlp/visualbert-vqa-coco-pre")
input_ids = torch.tensor([1, 2, 3, 4, 5, 6], dtype=torch.long).reshape(1, -1)
token_type_ids = torch.tensor([0, 0, 0, 1, 1, 1],... | VisualBertModelIntegrationTest |
python | ray-project__ray | release/llm_tests/serve/benchmark/firehose_utils.py | {
"start": 377,
"end": 630
} | class ____(str, Enum):
STARTUP_TEST = "service-startup-test"
STARTUP_TEST_GCP = "service-startup-test-gcp"
STARTUP_TEST_AWS = "service-startup-test-aws"
RAYLLM_PERF_TEST = "rayllm-perf-test"
VLLM_PERF_TEST = "vllm-perf-test"
| RecordName |
python | cython__cython | Cython/Compiler/Nodes.py | {
"start": 111651,
"end": 131875
} | class ____(FuncDefNode):
# C function definition.
#
# modifiers ['inline']
# visibility 'private' or 'public' or 'extern'
# base_type CBaseTypeNode
# declarator CDeclaratorNode
# cfunc_declarator the CFuncDeclarator of this function
# (this is also... | CFuncDefNode |
python | airbytehq__airbyte | airbyte-integrations/bases/base-normalization/normalization/transform_catalog/table_name_registry.py | {
"start": 1533,
"end": 2799
} | class ____(Dict[str, List[NormalizedNameMetadata]]):
"""
An intermediate registry used by TableNameRegistry to detect conflicts in table names per schema
"""
def __init__(self, name_transformer: DestinationNameTransformer):
super(NormalizedTablesRegistry, self).__init__()
self.name_tran... | NormalizedTablesRegistry |
python | kubernetes-client__python | kubernetes/client/models/v1_validating_admission_policy_binding_spec.py | {
"start": 383,
"end": 11243
} | 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... | V1ValidatingAdmissionPolicyBindingSpec |
python | django__django | django/test/runner.py | {
"start": 1060,
"end": 1952
} | class ____(logging.Formatter):
def format(self, record):
if (alias := getattr(record, "alias", None)) in connections:
format_sql = connections[alias].ops.format_debug_sql
sql = None
formatted_sql = None
if args := record.args:
if isinstance(ar... | QueryFormatter |
python | django__django | tests/decorators/test_vary.py | {
"start": 1360,
"end": 2409
} | class ____(SimpleTestCase):
def test_wrapped_sync_function_is_not_coroutine_function(self):
def sync_view(request):
return HttpResponse()
wrapped_view = vary_on_cookie(sync_view)
self.assertIs(iscoroutinefunction(wrapped_view), False)
def test_wrapped_async_function_is_coro... | VaryOnCookieTests |
python | walkccc__LeetCode | solutions/3008. Find Beautiful Indices in the Given Array II/3008.py | {
"start": 0,
"end": 1699
} | class ____:
# Same as 3006. Find Beautiful Indices in the Given Array I
def beautifulIndices(self, s: str, a: str, b: str, k: int) -> list[int]:
ans = []
indicesA = self._kmp(s, a)
indicesB = self._kmp(s, b)
indicesBIndex = 0 # indicesB' index
for i in indicesA:
# The constraint is: |j -... | Solution |
python | PyCQA__pylint | tests/functional/u/unexpected_special_method_signature.py | {
"start": 2008,
"end": 2810
} | class ____:
def __new__(cls, test, multiple, args):
pass
# pylint: disable-next=too-many-positional-arguments
def __init__(self, this, can, have, multiple, args, as_well):
pass
def __call__(self, also, trv, for_this):
pass
def __round__(self, n):
pass
def __i... | Valid |
python | facebook__pyre-check | tools/generate_taint_models/__init__.py | {
"start": 2459,
"end": 2918
} | class ____(enum.IntEnum):
SUCCESS = 0
# Unexpected internal error
INTERNAL_ERROR = 1
# Error that originated from the user's code, not the model generator.
# For instance, when importing modules or initializing things.
USER_ERROR = 2
# Pyre start errors
PYRE_INTERNAL_ERROR = 3
BUC... | ExitCode |
python | django__django | tests/test_client_regress/tests.py | {
"start": 36965,
"end": 42187
} | class ____(TestDataMixin, TestCase):
def test_session(self):
"The session isn't lost if a user logs in"
# The session doesn't exist to start.
response = self.client.get("/check_session/")
self.assertEqual(response.status_code, 200)
self.assertEqual(response.content, b"NO")
... | SessionTests |
python | wandb__wandb | wandb/plot/custom_chart.py | {
"start": 120,
"end": 2131
} | class ____:
spec_name: str
fields: dict[str, Any]
string_fields: dict[str, Any]
key: str = ""
panel_type: str = "Vega2"
split_table: bool = False
@property
def table_key(self) -> str:
if not self.key:
raise wandb.Error("Key for the custom chart spec is not set.")
... | CustomChartSpec |
python | django__django | tests/admin_filters/tests.py | {
"start": 6840,
"end": 7185
} | class ____(ModelAdmin):
list_filter = (
"year",
"is_best_seller",
"date_registered",
"no",
("author", RelatedOnlyFieldListFilter),
("contributors", RelatedOnlyFieldListFilter),
("employee__department", RelatedOnlyFieldListFilter),
)
ordering = ("-id",)... | BookAdminRelatedOnlyFilter |
python | django__django | tests/db_functions/text/test_strindex.py | {
"start": 190,
"end": 2672
} | class ____(TestCase):
def test_annotate_charfield(self):
Author.objects.create(name="George. R. R. Martin")
Author.objects.create(name="J. R. R. Tolkien")
Author.objects.create(name="Terry Pratchett")
authors = Author.objects.annotate(fullstop=StrIndex("name", Value("R.")))
s... | StrIndexTests |
python | pandas-dev__pandas | pandas/tests/reshape/concat/test_append_common.py | {
"start": 1433,
"end": 25913
} | class ____:
"""
Test common dtype coercion rules between concat and append.
"""
def test_dtypes(self, item, index_or_series, using_infer_string):
# to confirm test case covers intended dtypes
typ, vals = item
obj = index_or_series(vals)
if typ == "object" and using_infer... | TestConcatAppendCommon |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/callbackProtocol1.py | {
"start": 1565,
"end": 1720
} | class ____(Protocol):
def __call__(self) -> None:
pass
var3: TestClass3 = func1
var3 = func2
var3 = func3
var3 = func4
var3 = func5
| TestClass3 |
python | huggingface__transformers | src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py | {
"start": 148441,
"end": 151384
} | class ____(torch.nn.Module):
def __init__(
self,
channels,
kernel_size=3,
dilation=(1, 3, 5),
):
super().__init__()
self.convs1 = nn.ModuleList(
[
nn.Conv1d(
channels,
channels,
... | AMPBlock |
python | readthedocs__readthedocs.org | readthedocs/projects/migrations/0023_migrate-alias-slug.py | {
"start": 131,
"end": 990
} | class ____(migrations.Migration):
safe = Safe.after_deploy()
def migrate_data(apps, schema_editor):
# Keep things that slugify wouldn't normally accept,
# so that we don't break a bunch of folks URL's.
# They will have to change them on update.
invalid_chars_re = re.compile("[^-... | Migration |
python | ray-project__ray | python/ray/_private/runtime_env/plugin.py | {
"start": 3509,
"end": 9423
} | class ____:
"""This manager is used to load plugins in runtime env agent."""
def __init__(self):
self.plugins: Dict[str, PluginSetupContext] = {}
plugin_config_str = os.environ.get(RAY_RUNTIME_ENV_PLUGINS_ENV_VAR)
if plugin_config_str:
plugin_configs = json.loads(plugin_conf... | RuntimeEnvPluginManager |
python | PrefectHQ__prefect | src/prefect/exceptions.py | {
"start": 11341,
"end": 11430
} | class ____(PrefectException):
"""Raised when a flow pause times out"""
| FlowPauseTimeout |
python | encode__django-rest-framework | tests/test_relations_slug.py | {
"start": 169,
"end": 455
} | class ____(serializers.ModelSerializer):
sources = serializers.SlugRelatedField(
slug_field='name',
queryset=ForeignKeySource.objects.all(),
many=True
)
class Meta:
model = ForeignKeyTarget
fields = '__all__'
| ForeignKeyTargetSerializer |
python | huggingface__transformers | src/transformers/models/granitemoe/modular_granitemoe.py | {
"start": 6371,
"end": 9375
} | class ____(MixtralModel):
def __init__(self, config: GraniteMoeConfig):
super().__init__(config)
self.layers = nn.ModuleList(
[GraniteMoeDecoderLayer(config, layer_idx) for layer_idx in range(config.num_hidden_layers)]
)
self.norm = GraniteMoeRMSNorm(config.hidden_size, e... | GraniteMoeModel |
python | django__django | tests/file_storage/models.py | {
"start": 894,
"end": 990
} | class ____(LazyObject):
def _setup(self):
self._wrapped = temp_storage
| LazyTempStorage |
python | numba__numba | numba/tests/gdb/test_break_on_symbol.py | {
"start": 307,
"end": 976
} | class ____(TestCase):
def test(self):
foo(120)
sz = types.intp.bitwidth
driver = GdbMIDriver(__file__)
driver.set_breakpoint(symbol="__main__::foo")
driver.run() # will hit cpython symbol match
driver.check_hit_breakpoint(number=1)
driver.cont() # will hit nj... | Test |
python | pytorch__pytorch | torch/onnx/errors.py | {
"start": 349,
"end": 484
} | class ____(RuntimeError):
"""Errors raised by the ONNX exporter. This is the base class for all exporter errors."""
| OnnxExporterError |
Subsets and Splits
No community queries yet
The top public SQL queries from the community will appear here once available.