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 | sqlalchemy__sqlalchemy | lib/sqlalchemy/sql/schema.py | {
"start": 139715,
"end": 140482
} | class ____(ColumnDefault):
"""default generator for a SQL expression
.. versionadded:: 2.0
"""
is_clause_element = True
has_arg = True
arg: _SQLExprDefault
def __init__(
self,
arg: _SQLExprDefault,
for_update: bool = False,
) -> None:
self.for_update =... | ColumnElementColumnDefault |
python | huggingface__transformers | tests/models/llama4/test_modeling_llama4.py | {
"start": 1094,
"end": 5205
} | class ____(unittest.TestCase):
model_id = "meta-llama/Llama-4-Scout-17B-16E"
@classmethod
def setUpClass(cls):
cls.model = Llama4ForConditionalGeneration.from_pretrained(
"meta-llama/Llama-4-Scout-17B-16E",
device_map="auto",
dtype=torch.float32,
attn... | Llama4IntegrationTest |
python | huggingface__transformers | src/transformers/models/mobilenet_v2/modeling_mobilenet_v2.py | {
"start": 8918,
"end": 12939
} | class ____(MobileNetV2PreTrainedModel):
def __init__(self, config: MobileNetV2Config, add_pooling_layer: bool = True):
r"""
add_pooling_layer (bool, *optional*, defaults to `True`):
Whether to add a pooling layer
"""
super().__init__(config)
self.config = config
... | MobileNetV2Model |
python | jazzband__django-polymorphic | src/polymorphic/admin/childadmin.py | {
"start": 325,
"end": 427
} | class ____(RuntimeError):
"The admin site for the model is not registered."
| ParentAdminNotRegistered |
python | huggingface__transformers | src/transformers/models/deepseek_v2/modular_deepseek_v2.py | {
"start": 21821,
"end": 22073
} | class ____(LlamaForSequenceClassification):
pass
__all__ = [
"DeepseekV2PreTrainedModel",
"DeepseekV2Model",
"DeepseekV2ForCausalLM",
"DeepseekV2ForSequenceClassification",
"DeepseekV2Config",
]
| DeepseekV2ForSequenceClassification |
python | openai__openai-python | tests/test_transform.py | {
"start": 3609,
"end": 3925
} | class ____(TypedDict):
bar: Annotated[str, PropertyInfo(alias="Bar")]
@parametrize
@pytest.mark.asyncio
async def test_includes_unknown_keys(use_async: bool) -> None:
assert await transform({"bar": "bar", "baz_": {"FOO": 1}}, Foo6, use_async) == {
"Bar": "bar",
"baz_": {"FOO": 1},
}
| Foo6 |
python | huggingface__transformers | src/transformers/models/edgetam_video/modeling_edgetam_video.py | {
"start": 52243,
"end": 55035
} | class ____(nn.Module):
def __init__(self, config: EdgeTamVideoConfig):
super().__init__()
self.config = config
self.hidden_size = config.perceiver_resampler_hidden_size
self.num_attention_heads = config.perceiver_resampler_num_attention_heads
self.head_dim = config.perceiver_... | EdgeTamVideoPerceiverAttention |
python | pytorch__pytorch | torch/cuda/_sanitizer.py | {
"start": 4408,
"end": 4689
} | class ____(Exception):
"""Wrapper class for errors reported by CUDA Sanitizer."""
def __init__(self, errors: list[SynchronizationError]):
self.errors = errors
def __str__(self):
return f"detected {len(self.errors)} errors"
@dataclass
| CUDASanitizerErrors |
python | ZoranPandovski__al-go-rithms | machine_learning/cluster_analysis/k-means/python/model/k_point.py | {
"start": 24,
"end": 582
} | class ____:
def __init__(self, x: float, y: float):
self.x=x
self.y=y
self.centroid = None
def distance_to(self,point):
return sqrt(pow(self.x-point.x,2)+pow(self.y-point.y,2))
def set_centroid(self,centroid):
self.centroid=centroid
def __repr__(self):
... | KPoint2D |
python | PrefectHQ__prefect | tests/server/orchestration/api/test_workers.py | {
"start": 16440,
"end": 34158
} | class ____:
async def test_update_work_pool(self, client, session, work_pool):
response = await client.patch(
f"/work_pools/{work_pool.name}",
json=dict(is_paused=True, concurrency_limit=5),
)
assert response.status_code == status.HTTP_204_NO_CONTENT, response.text
... | TestUpdateWorkPool |
python | crytic__slither | slither/utils/halstead.py | {
"start": 4882,
"end": 7911
} | class ____:
"""Class to hold the Halstead metrics for all contracts. Contains methods useful for reporting.
There are 3 sections in the report:
1. Core metrics (n1, n2, N1, N2)
2. Extended metrics 1 (n, N, S, V)
3. Extended metrics 2 (D, E, T, B)
"""
contracts: List[Contract] = field(defa... | HalsteadMetrics |
python | scipy__scipy | scipy/signal/tests/test_signaltools.py | {
"start": 71852,
"end": 94744
} | class ____:
def generate(self, shape, xp):
prodshape = shape if isinstance(shape, int) else math.prod(shape)
x = xp.linspace(0, prodshape - 1, prodshape)
if not isinstance(shape, int):
x = xp.reshape(x, shape)
return self.convert_dtype(x, xp)
def convert_dtype(self, ... | _TestLinearFilter |
python | pyca__cryptography | src/cryptography/hazmat/primitives/asymmetric/dh.py | {
"start": 2422,
"end": 3912
} | class ____(metaclass=abc.ABCMeta):
@property
@abc.abstractmethod
def key_size(self) -> int:
"""
The bit length of the prime modulus.
"""
@abc.abstractmethod
def public_key(self) -> DHPublicKey:
"""
The DHPublicKey associated with this private key.
"""... | DHPrivateKey |
python | run-llama__llama_index | llama-index-integrations/tools/llama-index-tools-mcp/llama_index/tools/mcp/base.py | {
"start": 512,
"end": 8240
} | class ____(
BaseToolSpec, TypeResolutionMixin, TypeCreationMixin, FieldExtractionMixin
):
"""
MCPToolSpec will get the tools from MCP Client (only need to implement ClientSession) and convert them to LlamaIndex's FunctionTool objects.
Args:
client: An MCP client instance implementing ClientSess... | McpToolSpec |
python | django__django | tests/apps/apps.py | {
"start": 530,
"end": 612
} | class ____(AppConfig):
name = "apps"
label = "relabeled"
| RelabeledAppsConfig |
python | getsentry__sentry | src/sentry/integrations/gitlab/webhooks.py | {
"start": 3307,
"end": 5012
} | class ____(SCMWebhook, ABC):
@property
def provider(self) -> str:
return IntegrationProviderSlug.GITLAB.value
def get_repo(
self, integration: RpcIntegration, organization: RpcOrganization, event: Mapping[str, Any]
):
"""
Given a webhook payload, get the associated Repos... | GitlabWebhook |
python | plotly__plotly.py | plotly/graph_objs/layout/scene/_yaxis.py | {
"start": 235,
"end": 76693
} | class ____(_BaseLayoutHierarchyType):
_parent_path_str = "layout.scene"
_path_str = "layout.scene.yaxis"
_valid_props = {
"autorange",
"autorangeoptions",
"autotypenumbers",
"backgroundcolor",
"calendar",
"categoryarray",
"categoryarraysrc",
"c... | YAxis |
python | Lightning-AI__lightning | tests/tests_pytorch/checkpointing/test_model_checkpoint.py | {
"start": 35120,
"end": 35229
} | class ____(BoringModel):
def on_fit_end(self):
raise RuntimeError("Trouble!")
| TroubledModelOnFitEnd |
python | huggingface__transformers | src/transformers/models/markuplm/modeling_markuplm.py | {
"start": 34640,
"end": 39769
} | class ____(MarkupLMPreTrainedModel):
# Copied from transformers.models.bert.modeling_bert.BertForSequenceClassification.__init__ with bert->markuplm, Bert->MarkupLM
def __init__(self, config):
super().__init__(config)
self.num_labels = config.num_labels
self.config = config
self... | MarkupLMForSequenceClassification |
python | Pylons__pyramid | tests/test_view.py | {
"start": 30596,
"end": 32030
} | class ____(unittest.TestCase):
def test_it(self):
from pyramid.view import view_defaults
@view_defaults(route_name='abc', renderer='def')
class Foo:
pass
self.assertEqual(Foo.__view_defaults__['route_name'], 'abc')
self.assertEqual(Foo.__view_defaults__['rendere... | Test_view_defaults |
python | huggingface__transformers | src/transformers/models/qwen3_omni_moe/modeling_qwen3_omni_moe.py | {
"start": 71433,
"end": 73558
} | class ____(GradientCheckpointingLayer):
def __init__(self, config, layer_idx):
super().__init__()
self.self_attn = Qwen3OmniMoeThinkerTextAttention(config, layer_idx)
if (layer_idx not in config.mlp_only_layers) and (
config.num_experts > 0 and (layer_idx + 1) % config.decoder_sp... | Qwen3OmniMoeThinkerTextDecoderLayer |
python | pyparsing__pyparsing | tests/test_examples.py | {
"start": 115,
"end": 1637
} | class ____(unittest.TestCase):
def _run(self, name):
mod = import_module("examples." + name)
# use pyparsing context to reset each test to clean
# pyparsing settings
with ppt.reset_pyparsing_context():
getattr(mod, "main", lambda *args, **kwargs: None)()
def test_nu... | TestExamples |
python | mlflow__mlflow | mlflow/system_metrics/metrics/cpu_monitor.py | {
"start": 138,
"end": 776
} | class ____(BaseMetricsMonitor):
"""Class for monitoring CPU stats."""
def collect_metrics(self):
# Get CPU metrics.
cpu_percent = psutil.cpu_percent()
self._metrics["cpu_utilization_percentage"].append(cpu_percent)
system_memory = psutil.virtual_memory()
self._metrics["... | CPUMonitor |
python | pytorch__pytorch | tools/linter/adapters/pyproject_linter.py | {
"start": 536,
"end": 8081
} | class ____(NamedTuple):
path: str | None
line: int | None
char: int | None
code: str
severity: LintSeverity
name: str
original: str | None
replacement: str | None
description: str | None
def format_error_message(
filename: str,
error: Exception | None = None,
*,
mes... | LintMessage |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_theme01.py | {
"start": 315,
"end": 1326
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("theme01.xlsx")
def test_create_file(self):
"""Test the addition of a theme file."""
workbook = Workbook(self.got_filename)
... | TestCompareXLSXFiles |
python | Lightning-AI__lightning | tests/tests_pytorch/callbacks/test_early_stopping.py | {
"start": 20348,
"end": 25650
} | class ____(BoringModel):
def __init__(self):
super().__init__()
self.epoch_losses = [5.0, 4.0, 3.0, 2.0, 1.0]
def on_validation_epoch_end(self):
loss = self.epoch_losses[self.current_epoch] if self.current_epoch < len(self.epoch_losses) else 0.1
self.log("val_loss", loss)
@pyt... | ModelWithImprovingLoss |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/datacatalog.py | {
"start": 7421,
"end": 12688
} | class ____(GoogleCloudBaseOperator):
"""
Creates an EntryGroup.
The newly created entry group ID are saved under the ``entry_group_id`` key in XCOM.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudDataCatalogCreateEntry... | CloudDataCatalogCreateEntryGroupOperator |
python | pandas-dev__pandas | pandas/io/json/_json.py | {
"start": 7711,
"end": 8661
} | class ____(Writer):
_default_orient = "columns"
@property
def obj_to_write(self) -> NDFrame | Mapping[IndexLabel, Any]:
if not self.index and self.orient == "split":
obj_to_write = self.obj.to_dict(orient="split")
del obj_to_write["index"]
else:
obj_to_wr... | FrameWriter |
python | psf__requests | tests/test_requests.py | {
"start": 87587,
"end": 90221
} | class ____:
def test_stream_timeout(self, httpbin):
try:
requests.get(httpbin("delay/10"), timeout=2.0)
except requests.exceptions.Timeout as e:
assert "Read timed out" in e.args[0].args[0]
@pytest.mark.parametrize(
"timeout, error_text",
(
((... | TestTimeout |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 602209,
"end": 602534
} | class ____(sgqlc.types.Type):
"""
See source code for more info.
"""
__schema__ = graphql_schema
__field_names__ = ("cursor", "node")
cursor = sgqlc.types.Field(sgqlc.types.non_null(String), graphql_name="cursor")
node = sgqlc.types.Field("RepositoryTopic", graphql_name="node")
| RepositoryTopicEdge |
python | walkccc__LeetCode | solutions/30. Substring with Concatenation of All Words/30.py | {
"start": 0,
"end": 531
} | class ____:
def findSubstring(self, s: str, words: list[str]) -> list[int]:
if len(s) == 0 or words == []:
return []
k = len(words)
n = len(words[0])
ans = []
count = collections.Counter(words)
for i in range(len(s) - k * n + 1):
seen = collections.defaultdict(int)
j = 0
... | Solution |
python | geekcomputers__Python | venv/Lib/site-packages/pip/_internal/resolution/resolvelib/provider.py | {
"start": 2804,
"end": 9935
} | class ____(_ProviderBase):
"""Pip's provider implementation for resolvelib.
:params constraints: A mapping of constraints specified by the user. Keys
are canonicalized project names.
:params ignore_dependencies: Whether the user specified ``--no-deps``.
:params upgrade_strategy: The user-specif... | PipProvider |
python | bokeh__bokeh | tests/unit/bokeh/core/property/test_validation__property.py | {
"start": 2929,
"end": 11283
} | class ____:
# test_Any unnecessary (no validation)
# TODO (bev) test_Image
def test_Angle(self) -> None:
p = Angle()
with pytest.raises(ValueError) as e:
p.validate("junk")
assert matches(str(e.value), r"expected a value of type Real, got junk of type str")
def test... | TestValidateDetailDefault |
python | pytorch__pytorch | test/backends/xeon/test_launch.py | {
"start": 231,
"end": 2572
} | class ____(TestCase):
def setUp(self):
super().setUp()
self._test_dir = tempfile.mkdtemp(prefix=self.__class__.__name__)
def tearDown(self):
shutil.rmtree(self._test_dir)
def test_cpu_info(self):
lscpu_info = """# The following is the parsable format, which can be fed to ot... | TestTorchrun |
python | dask__distributed | distributed/worker_state_machine.py | {
"start": 15550,
"end": 15678
} | class ____(SendMessageToScheduler):
op = "add-keys"
__slots__ = ("keys",)
keys: Collection[Key]
@dataclass
| AddKeysMsg |
python | davidhalter__parso | parso/tree.py | {
"start": 11736,
"end": 11923
} | class ____(Leaf):
__slots__ = ('type',)
def __init__(self, type, value, start_pos, prefix=''):
super().__init__(value, start_pos, prefix)
self.type = type
| TypedLeaf |
python | jina-ai__jina | jina/orchestrate/pods/__init__.py | {
"start": 662,
"end": 9852
} | class ____(ABC):
"""
:class:`BasePod` is an interface from which all the classes managing the lifetime of a Runtime inside a local process,
container must inherit.
It exposes the required APIs so that the `BasePod` can be handled by the `cli` api as a context manager or by a `Deployment`.
What mak... | BasePod |
python | ray-project__ray | rllib/env/wrappers/dm_control_wrapper.py | {
"start": 7595,
"end": 8025
} | class ____(gym.ActionWrapper):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self._low = -1.0
self._high = 1.0
self.action_space = gym.spaces.Box(
self._low,
self._high,
self.action_space.shape,
self.action_spac... | ActionClip |
python | doocs__leetcode | solution/3400-3499/3494.Find the Minimum Amount of Time to Brew Potions/Solution.py | {
"start": 0,
"end": 434
} | class ____:
def minTime(self, skill: List[int], mana: List[int]) -> int:
max = lambda a, b: a if a > b else b
n = len(skill)
f = [0] * n
for x in mana:
tot = 0
for i in range(n):
tot = max(tot, f[i]) + skill[i] * x
f[-1] = tot
... | Solution |
python | ansible__ansible | test/lib/ansible_test/_internal/cli/parsers/key_value_parsers.py | {
"start": 8395,
"end": 9270
} | class ____(KeyValueParser):
"""Composite argument parser for POSIX SSH host key/value pairs."""
def get_parsers(self, state: ParserState) -> dict[str, Parser]:
"""Return a dictionary of key names and value parsers."""
return dict(
python=PythonParser(versions=list(SUPPORTED_PYTHON_V... | PosixSshKeyValueParser |
python | HIPS__autograd | autograd/builtins.py | {
"start": 3390,
"end": 3502
} | class ____(tuple_, metaclass=TupleMeta):
def __new__(cls, xs):
return make_sequence(tuple_, *xs)
| tuple |
python | pymupdf__PyMuPDF | src/table.py | {
"start": 12729,
"end": 13714
} | class ____:
"""
A TextMap maps each unicode character in the text to an individual `char`
object (or, in the case of layout-implied whitespace, `None`).
"""
def __init__(self, tuples=None) -> None:
self.tuples = tuples
self.as_string = "".join(map(itemgetter(0), tuples))
def ma... | TextMap |
python | apache__airflow | task-sdk/src/airflow/sdk/bases/decorator.py | {
"start": 5358,
"end": 11850
} | class ____(BaseOperator):
"""
Wraps a Python callable and captures args/kwargs when called for execution.
:param python_callable: A reference to an object that is callable
:param op_kwargs: a dictionary of keyword arguments that will get unpacked
in your function (templated)
:param op_args:... | DecoratedOperator |
python | psf__black | tests/data/cases/preview_long_strings__regression.py | {
"start": 6071,
"end": 10353
} | class ____:
def xxxx_xxx_xx_xxxxxxxxxx_xxxx_xxxxxxxxx(xxxx):
xxxxxxxx = [
xxxxxxxxxxxxxxxx(
'xxxx',
xxxxxxxxxxx={
'xxxx' : 1.0,
},
xxxxxx={'xxxxxx 1' : xxxxxx(xxxx='xxxxxx 1', xxxxxx=600.0)},
xxxx... | A |
python | pytorch__pytorch | torch/compiler/_cache.py | {
"start": 496,
"end": 1768
} | class ____(ABC):
"""
Data for each cache artifact that will be serialized and deserialized
"""
key: str
content: bytes = dataclasses.field(repr=False) # Do not display potential binary
@staticmethod
def serialize(writer: BytesWriter, cls: "CacheArtifact") -> None:
writer.write_str... | CacheArtifact |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 861554,
"end": 862324
} | class ____(sgqlc.types.relay.Connection):
"""The connection type for ProjectV2SortByField."""
__schema__ = github_schema
__field_names__ = ("edges", "nodes", "page_info", "total_count")
edges = sgqlc.types.Field(sgqlc.types.list_of("ProjectV2SortByFieldEdge"), graphql_name="edges")
"""A list of edg... | ProjectV2SortByFieldConnection |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/errors.py | {
"start": 17053,
"end": 17310
} | class ____(DagsterError):
"""Indicates the resolved executor is incompatible with the state of other systems
such as the :py:class:`~dagster._core.instance.DagsterInstance` or system storage configuration.
"""
| DagsterUnmetExecutorRequirementsError |
python | spack__spack | lib/spack/spack/test/spec_semantics.py | {
"start": 3980,
"end": 100097
} | class ____:
"""Test satisfies(), intersects(), constrain() and other semantic operations on specs."""
@pytest.mark.parametrize(
"lhs,rhs,expected",
[
("libelf@0.8.13", "@0:1", "libelf@0.8.13"),
("libdwarf^libelf@0.8.13", "^libelf@0:1", "libdwarf^libelf@0.8.13"),
... | TestSpecSemantics |
python | tensorflow__tensorflow | tensorflow/python/tpu/tpu_test.py | {
"start": 4248,
"end": 6591
} | class ____(test.TestCase):
def test_prune_unconnected_ops(self):
with ops.Graph().as_default():
a = array_ops.placeholder(dtype=dtypes.float32, name="a")
b = array_ops.placeholder(dtype=dtypes.float32, name="b")
constant_op.constant(1.0, name="constant")
x = variable_scope.get_variable(
... | TPUGraphPruneTest |
python | ray-project__ray | rllib/env/policy_client.py | {
"start": 883,
"end": 6615
} | class ____:
"""REST client to interact with an RLlib policy server."""
def __init__(
self,
address: str,
inference_mode: str = "local",
update_interval: float = 10.0,
session: Optional[requests.Session] = None,
):
self.address = address
self.session =... | PolicyClient |
python | astropy__astropy | astropy/io/fits/verify.py | {
"start": 566,
"end": 3809
} | class ____:
"""
Shared methods for verification.
"""
def run_option(
self, option="warn", err_text="", fix_text="Fixed.", fix=None, fixable=True
):
"""
Execute the verification with selected option.
"""
text = err_text
if option in ["warn", "exceptio... | _Verify |
python | walkccc__LeetCode | solutions/2451. Odd String Difference/2451.py | {
"start": 0,
"end": 465
} | class ____:
def oddString(self, words: list[str]) -> str:
def getDiff(s: str) -> list[int]:
return [ord(b) - ord(a) for a, b in zip(s, s[1:])]
wordAndDiffTuples = [(word, tuple(getDiff(word))) for word in words]
diffTupleCount = collections.Counter()
for _, diffTuple in wordAndDiffTuples:
... | Solution |
python | apache__avro | lang/py/avro/codecs.py | {
"start": 2835,
"end": 3133
} | class ____(Codec):
@staticmethod
def compress(data: bytes) -> Tuple[bytes, int]:
return data, len(data)
@staticmethod
def decompress(readers_decoder: avro.io.BinaryDecoder) -> avro.io.BinaryDecoder:
readers_decoder.skip_long()
return readers_decoder
| NullCodec |
python | ansible__ansible | lib/ansible/plugins/inventory/advanced_host_list.py | {
"start": 905,
"end": 2273
} | class ____(BaseInventoryPlugin):
NAME = 'advanced_host_list'
# advanced_host_list does not set vars, so needs no special trust assistance from the inventory API
def verify_file(self, host_list):
valid = False
b_path = to_bytes(host_list, errors='surrogate_or_strict')
if not os.pa... | InventoryModule |
python | run-llama__llama_index | llama-index-integrations/llms/llama-index-llms-litellm/llama_index/llms/litellm/base.py | {
"start": 1854,
"end": 21207
} | class ____(FunctionCallingLLM):
"""
LiteLLM.
Examples:
`pip install llama-index-llms-litellm`
```python
import os
from llama_index.core.llms import ChatMessage
from llama_index.llms.litellm import LiteLLM
# Set environment variables
os.environ["OPEN... | LiteLLM |
python | realpython__materials | oop-in-java-vs-python/car.py | {
"start": 334,
"end": 521
} | class ____:
"""The Device class defines objects which have a battery."""
def __init__(self):
"""Define the base voltage for our device."""
self._voltage = 12
| Device |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 1023269,
"end": 1024033
} | class ____(sgqlc.types.Type):
"""Autogenerated return type of
UpdateEnterpriseMembersCanMakePurchasesSetting
"""
__schema__ = github_schema
__field_names__ = ("client_mutation_id", "enterprise", "message")
client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId")
"""A ... | UpdateEnterpriseMembersCanMakePurchasesSettingPayload |
python | tiangolo__fastapi | docs_src/handling_errors/tutorial003.py | {
"start": 82,
"end": 626
} | class ____(Exception):
def __init__(self, name: str):
self.name = name
app = FastAPI()
@app.exception_handler(UnicornException)
async def unicorn_exception_handler(request: Request, exc: UnicornException):
return JSONResponse(
status_code=418,
content={"message": f"Oops! {exc.name} d... | UnicornException |
python | django__django | tests/middleware/tests.py | {
"start": 16823,
"end": 21023
} | class ____(SimpleTestCase):
rf = RequestFactory()
def setUp(self):
self.req = self.rf.get("/regular_url/that/does/not/exist")
def get_response(self, req):
return self.client.get(req.path)
def test_404_error_reporting(self):
self.req.META["HTTP_REFERER"] = "/another/url/"
... | BrokenLinkEmailsMiddlewareTest |
python | getsentry__sentry | src/sentry/management/commands/generate_controlsilo_urls.py | {
"start": 604,
"end": 1495
} | class ____:
callable: Callable
pattern: str
name: str | None
@property
def url_name(self) -> str:
return self.name or ""
def describe_pattern(pattern):
return str(pattern.pattern)
# Matches (?P<name>[pattern]) style expressions.
named_group_matcher = re.compile(r"\(\?P(<\w+>)([^\)]+... | PatternInfo |
python | fluentpython__example-code | 16-coroutine/taxi_sim0.py | {
"start": 2297,
"end": 10112
} | class ____:
def __init__(self, procs_map):
self.events = queue.PriorityQueue()
self.procs = dict(procs_map)
def run(self, end_time): # <1>
"""Schedule and display events until time is up"""
# schedule the first event for each cab
for _, proc in sorted(self.procs.items... | Simulator |
python | econchick__interrogate | src/interrogate/visit.py | {
"start": 1441,
"end": 9301
} | class ____(ast.NodeVisitor):
"""NodeVisitor for a Python file to find docstrings.
:param str filename: filename to parse coverage.
:param config.InterrogateConfig config: configuration.
"""
def __init__(self, filename: str, config: InterrogateConfig):
self.filename = filename
self.... | CoverageVisitor |
python | facebook__pyre-check | client/language_server/protocol.py | {
"start": 1086,
"end": 1217
} | class ____(json_rpc.JSONRPCException):
@override
def error_code(self) -> int:
return -32002
| ServerNotInitializedError |
python | huggingface__transformers | src/transformers/models/wav2vec2_conformer/modular_wav2vec2_conformer.py | {
"start": 27658,
"end": 28501
} | class ____(Wav2Vec2ConformerPreTrainedModel, Wav2Vec2Model):
def __init__(self, config: Wav2Vec2ConformerConfig):
Wav2Vec2ConformerPreTrainedModel.__init__(self, config)
self.config = config
self.feature_extractor = Wav2Vec2ConformerFeatureEncoder(config)
self.feature_projection = Wa... | Wav2Vec2ConformerModel |
python | streamlit__streamlit | lib/tests/streamlit/runtime/websocket_session_manager_test.py | {
"start": 924,
"end": 1833
} | class ____(SessionStorage):
"""A simple SessionStorage implementation used for testing.
Essentially just a thin wrapper around a dict. This class exists so that we don't
accidentally have our WebsocketSessionManager tests rely on a real SessionStorage
implementation.
"""
def __init__(self):
... | MockSessionStorage |
python | getsentry__sentry | src/sentry_plugins/sessionstack/plugin.py | {
"start": 6575,
"end": 6645
} | class ____(ContextType):
type = "sessionstack"
| SessionStackContextType |
python | PrefectHQ__prefect | src/integrations/prefect-sqlalchemy/prefect_sqlalchemy/credentials.py | {
"start": 4970,
"end": 7359
} | class ____(BaseModel):
"""
Parameters to use to create a SQLAlchemy engine URL.
Attributes:
driver: The driver name to use.
database: The name of the database to use.
username: The user name used to authenticate.
password: The password used to authenticate.
host: The... | ConnectionComponents |
python | readthedocs__readthedocs.org | readthedocs/integrations/migrations/0013_set_timestamp_fields_as_no_null.py | {
"start": 184,
"end": 1071
} | class ____(migrations.Migration):
safe = Safe.always()
dependencies = [
("integrations", "0012_migrate_timestamp_fields"),
]
operations = [
migrations.AlterField(
model_name="integration",
name="created",
field=django_extensions.db.fields.CreationDat... | Migration |
python | sympy__sympy | sympy/integrals/manualintegrate.py | {
"start": 15523,
"end": 15875
} | class ____(OrthogonalPolyRule):
a: Expr
b: Expr
def eval(self) -> Expr:
n, a, b, x = self.n, self.a, self.b, self.variable
return Piecewise(
(2*jacobi(n + 1, a - 1, b - 1, x)/(n + a + b), Ne(n + a + b, 0)),
(x, Eq(n, 0)),
((a + b + 2)*x**2/4 + (a - b)*x/2... | JacobiRule |
python | pytorch__pytorch | torch/distributed/pipelining/schedules.py | {
"start": 55636,
"end": 73793
} | class ____(_PipelineSchedule):
"""
Base class for multi-stage schedules.
Implements the `step` method.
Gradients are scaled by num_microbatches depending on the `scale_grads` argument, defaulting to True. This setting
should match the configuration of your loss_fn, which may either average losses ... | PipelineScheduleMulti |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/storage/file_manager.py | {
"start": 748,
"end": 1507
} | class ____(ABC):
"""A reference to a file as manipulated by a FileManager.
Subclasses may handle files that are resident on the local file system, in an object store, or
in any arbitrary place where a file can be stored.
This exists to handle the very common case where you wish to write a computation ... | FileHandle |
python | django__django | tests/migrations/test_migrations_squashed_partially_applied/0001_initial.py | {
"start": 43,
"end": 967
} | class ____(migrations.Migration):
operations = [
migrations.CreateModel(
name="MyModel1",
fields=[
(
"id",
models.BigAutoField(
auto_created=True,
primary_key=True,
... | Migration |
python | pypa__warehouse | warehouse/organizations/services.py | {
"start": 1230,
"end": 28708
} | class ____:
def __init__(self, db_session):
self.db = db_session
def get_organization(self, organization_id):
"""
Return the organization object that represents the given organizationid,
or None if there is no organization for that ID.
"""
return self.db.get(Orga... | DatabaseOrganizationService |
python | justquick__django-activity-stream | actstream/tests/test_drf.py | {
"start": 5166,
"end": 6515
} | class ____(BaseDRFTestCase):
def test_follow(self):
body = {
'content_type_id': self.site_ct.id,
'object_id': self.comment.id
}
post = self.auth_client.post(reverse('follow-follow'), body)
assert post.status_code == 201
follow = Follow.objects.order_by... | DRFFollowTestCase |
python | crytic__slither | slither/detectors/shadowing/state.py | {
"start": 1052,
"end": 2870
} | class ____(AbstractDetector):
"""
Shadowing of state variable
"""
ARGUMENT = "shadowing-state"
HELP = "State variables shadowing"
IMPACT = DetectorClassification.HIGH
CONFIDENCE = DetectorClassification.HIGH
WIKI = "https://github.com/crytic/slither/wiki/Detector-Documentation#state-va... | StateShadowing |
python | joke2k__faker | tests/providers/test_ssn.py | {
"start": 44781,
"end": 45101
} | class ____(unittest.TestCase):
num_sample_runs = 10
def setUp(self):
self.fake = Faker("az_AZ")
self.samples = [self.fake.ssn() for _ in range(self.num_sample_runs)]
Faker.seed(0)
def check_length(self):
for sample in self.samples:
assert len(sample) == 7
| TestAzAz |
python | PyCQA__pylint | tests/functional/a/attribute_defined_outside_init.py | {
"start": 661,
"end": 774
} | class ____:
def __init__(self):
i = self._init
i()
def _init(self):
self.z = 44
| E |
python | django__django | django/contrib/gis/db/backends/spatialite/models.py | {
"start": 1349,
"end": 1930
} | class ____(models.Model, SpatialRefSysMixin):
"""
The 'spatial_ref_sys' table from SpatiaLite.
"""
srid = models.IntegerField(primary_key=True)
auth_name = models.CharField(max_length=256)
auth_srid = models.IntegerField()
ref_sys_name = models.CharField(max_length=256)
proj4text = mode... | SpatialiteSpatialRefSys |
python | python-attrs__attrs | tests/test_make.py | {
"start": 42186,
"end": 43174
} | class ____:
"""
Tests for `fields_dict`.
"""
@given(simple_classes())
def test_instance(self, C):
"""
Raises `TypeError` on non-classes.
"""
with pytest.raises(TypeError) as e:
fields_dict(C())
assert "Passed object must be a class." == e.value.a... | TestFieldsDict |
python | apache__airflow | providers/teradata/src/airflow/providers/teradata/operators/teradata_compute_cluster.py | {
"start": 1719,
"end": 2319
} | class ____(Enum):
SETUP = 1
STATE = 2
# Handler to handle single result set of a SQL query
def _single_result_row_handler(cursor):
records = cursor.fetchone()
if isinstance(records, list):
return records[0]
if records is None:
return records
raise TypeError(f"Unexpected results... | _Operation |
python | python-attrs__attrs | tests/test_converters.py | {
"start": 4365,
"end": 5873
} | class ____:
def test_missing_default(self):
"""
Raises TypeError if neither default nor factory have been passed.
"""
with pytest.raises(TypeError, match="Must pass either"):
default_if_none()
def test_too_many_defaults(self):
"""
Raises TypeError if ... | TestDefaultIfNone |
python | xlwings__xlwings | xlwings/constants.py | {
"start": 45622,
"end": 46153
} | class ____:
xlDMYFormat = 4 # from enum XlColumnDataType
xlDYMFormat = 7 # from enum XlColumnDataType
xlEMDFormat = 10 # from enum XlColumnDataType
xlGeneralFormat = 1 # from enum XlColumnDataType
xlMDYFormat = 3 # from enum XlColumnDataType
xlMYDFormat = 6 # from enum XlColumnDataType
... | ColumnDataType |
python | huggingface__transformers | src/transformers/models/lxmert/modeling_lxmert.py | {
"start": 17671,
"end": 18089
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.dense = nn.Linear(config.hidden_size, config.intermediate_size)
self.intermediate_act_fn = ACT2FN[config.hidden_act]
def forward(self, hidden_states):
hidden_states = self.dense(hidden_states)
hid... | LxmertIntermediate |
python | redis__redis-py | tests/test_command_policies.py | {
"start": 3115,
"end": 6711
} | class ____:
def test_resolves_correctly_policies(self, r, monkeypatch):
# original nodes selection method
determine_nodes = r._determine_nodes
determined_nodes = []
primary_nodes = r.get_primaries()
calls = iter(list(range(len(primary_nodes))))
def wrapper(*args, req... | TestClusterWithPolicies |
python | streamlit__streamlit | lib/tests/streamlit/elements/camera_input_test.py | {
"start": 4032,
"end": 6985
} | class ____(DeltaGeneratorTestCase):
def test_camera_input_with_width_pixels(self):
"""Test that camera_input can be displayed with a specific width in pixels."""
st.camera_input("Label", width=500)
c = self.get_delta_from_queue().new_element
assert (
c.width_config.WhichO... | CameraInputWidthTest |
python | scikit-learn__scikit-learn | sklearn/externals/_arff.py | {
"start": 12564,
"end": 12945
} | class ____(ArffException):
'''Error raised when an attribute name is provided twice the attribute
declaration.'''
def __init__(self, value, value2):
super().__init__()
self.message = (
('Bad @ATTRIBUTE name %s at line' % value) +
' %d, this name is already in use in ... | BadAttributeName |
python | sphinx-doc__sphinx | tests/roots/test-ext-autodoc/target/inheritance.py | {
"start": 541,
"end": 622
} | class ____(list): # NoQA: FURB189
def meth(self):
"""docstring"""
| MyList |
python | mlflow__mlflow | mlflow/server/graphql/graphql_no_batching.py | {
"start": 343,
"end": 2959
} | class ____(NamedTuple):
root_fields: int
max_aliases: int
def scan_query(ast_node: DocumentNode) -> QueryInfo:
"""
Scan a GraphQL query and return its information.
"""
root_fields = 0
max_aliases = 0
total_selections = 0
for definition in ast_node.definitions:
if selection... | QueryInfo |
python | huggingface__transformers | tests/models/rwkv/test_modeling_rwkv.py | {
"start": 7592,
"end": 14205
} | class ____(ModelTesterMixin, GenerationTesterMixin, PipelineTesterMixin, unittest.TestCase):
all_model_classes = (RwkvModel, RwkvForCausalLM) if is_torch_available() else ()
pipeline_model_mapping = (
{"feature-extraction": RwkvModel, "text-generation": RwkvForCausalLM} if is_torch_available() else {}
... | RwkvModelTest |
python | huggingface__transformers | src/transformers/models/big_bird/modeling_big_bird.py | {
"start": 95732,
"end": 99697
} | class ____(BigBirdPreTrainedModel, GenerationMixin):
_tied_weights_keys = {
"cls.predictions.decoder.bias": "cls.predictions.bias",
"cls.predictions.decoder.weight": "bert.embeddings.word_embeddings.weight",
}
def __init__(self, config):
super().__init__(config)
if not conf... | BigBirdForCausalLM |
python | tensorflow__tensorflow | tensorflow/python/autograph/pyct/anno.py | {
"start": 2357,
"end": 5919
} | class ____(NoValue):
"""Container for static analysis annotation keys.
The enum values are used strictly for documentation purposes.
"""
# Symbols
# These flags are boolean.
IS_PARAM = 'Symbol is a parameter to the function being analyzed.'
# Scopes
# Scopes are represented by objects of type activit... | Static |
python | pytorch__pytorch | torch/_functorch/_aot_autograd/autograd_cache.py | {
"start": 14335,
"end": 20541
} | class ____(FxGraphCachePickler):
def __init__(self, gm: torch.fx.GraphModule):
super().__init__(gm)
# pyrefly: ignore [bad-override]
self.dispatch_table: dict
self.dispatch_table.update(
{
AOTConfig: functools.partial(self._reduce_aot_config),
... | AOTAutogradCachePickler |
python | pandas-dev__pandas | asv_bench/benchmarks/multiindex_object.py | {
"start": 5030,
"end": 5382
} | class ____:
params = ["int64", "Int64"]
param_names = ["dtype"]
def setup(self, dtype):
a = array(np.tile(np.arange(100), 1000), dtype=dtype)
b = array(np.tile(np.arange(1000), 100), dtype=dtype)
self.mi = MultiIndex.from_arrays([a, b])
def time_sort_values(self, dtype):
... | SortValues |
python | apache__airflow | providers/google/tests/unit/google/cloud/operators/test_datacatalog.py | {
"start": 36883,
"end": 38596
} | class ____:
@mock.patch("airflow.providers.google.cloud.operators.datacatalog.CloudDataCatalogHook")
def test_assert_valid_hook_call(self, mock_hook) -> None:
mock_hook.return_value.update_tag_template.return_value.name = TEST_TAG_TEMPLATE_LINK.format(
project_id=TEST_PROJECT_ID,
... | TestCloudDataCatalogUpdateTagTemplateOperator |
python | walkccc__LeetCode | solutions/2416. Sum of Prefix Scores of Strings/2416.py | {
"start": 103,
"end": 636
} | class ____:
def sumPrefixScores(self, words: list[str]) -> list[int]:
root = TrieNode()
def insert(word: str) -> None:
node: TrieNode = root
for c in word:
node = node.children.setdefault(c, TrieNode())
node.count += 1
for word in words:
insert(word)
def getScore(w... | Solution |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/constructor33.py | {
"start": 325,
"end": 498
} | class ____:
def __new__(cls, *args: Any, **kwargs: Any) -> Self: ...
def __init__(self, base: list[str], joined: str) -> None: ...
A(temp := ["x"], " ".join(temp))
| A |
python | numba__numba | numba/core/typeinfer.py | {
"start": 34811,
"end": 36307
} | class ____(dict):
def set_context(self, context):
self.context = context
def __getitem__(self, name):
if name not in self:
self[name] = TypeVar(self.context, name)
return super(TypeVarMap, self).__getitem__(name)
def __setitem__(self, name, value):
assert isinst... | TypeVarMap |
python | astropy__astropy | astropy/utils/masked/tests/test_masked.py | {
"start": 20263,
"end": 22817
} | class ____(MaskedArraySetup):
def test_reshape(self):
ma_reshape = self.ma.reshape((6,))
expected_data = self.a.reshape((6,))
expected_mask = self.mask_a.reshape((6,))
assert ma_reshape.shape == expected_data.shape
assert_array_equal(ma_reshape.unmasked, expected_data)
... | TestMaskedArrayShaping |
python | pandas-dev__pandas | pandas/tests/groupby/test_libgroupby.py | {
"start": 3377,
"end": 3999
} | class ____(GroupVarTestMixin):
__test__ = True
algo = staticmethod(group_var)
dtype = np.float64
rtol = 1e-5
def test_group_var_large_inputs(self):
prng = np.random.default_rng(2)
out = np.array([[np.nan]], dtype=self.dtype)
counts = np.array([0], dtype="int64")
va... | TestGroupVarFloat64 |
python | falconry__falcon | tests/test_httperror.py | {
"start": 4698,
"end": 4855
} | class ____:
def on_get(self, req, resp):
raise falcon.HTTPMethodNotAllowed(['PUT'], headers={'x-ping': 'pong'})
| MethodNotAllowedResourceWithHeaders |
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