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 | walkccc__LeetCode | solutions/2563. Count the Number of Fair Pairs/2563.py | {
"start": 0,
"end": 513
} | class ____:
def countFairPairs(self, nums: list[int], lower: int, upper: int) -> int:
# nums[i] + nums[j] == nums[j] + nums[i], so the condition that i < j
# degrades to i != j and we can sort the array.
nums.sort()
def countLess(summ: int) -> int:
res = 0
i = 0
j = len(nums) - 1
... | Solution |
python | pytorch__pytorch | tools/experimental/torchfuzz/operators/tensor_pointwise.py | {
"start": 3227,
"end": 3456
} | class ____(PointwiseOperator):
"""Operator for element-wise subtraction."""
def __init__(self):
super().__init__("sub", "-")
@property
def torch_op_name(self) -> str:
return "torch.sub"
| SubOperator |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_button08.py | {
"start": 315,
"end": 948
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("button08.xlsx")
def test_create_file(self):
"""Test the creation of a simple XlsxWriter file."""
workbook = Workbook(self.got_file... | TestCompareXLSXFiles |
python | django__django | django/contrib/postgres/search.py | {
"start": 12541,
"end": 12622
} | class ____(TrigramBase):
function = ""
arg_joiner = " <-> "
| TrigramDistance |
python | dask__distributed | distributed/deploy/local.py | {
"start": 529,
"end": 10735
} | class ____(SpecCluster):
"""Create local Scheduler and Workers
This creates a "cluster" of a scheduler and workers running on the local
machine.
Parameters
----------
n_workers: int
Number of workers to start
memory_limit: str, float, int, or None, default "auto"
Sets the m... | LocalCluster |
python | eventlet__eventlet | tests/mock.py | {
"start": 62225,
"end": 62816
} | class ____:
def __init__(self, name, parent):
self.name = name
self.parent = parent
def __call__(self, *args, **kwargs):
m = self.create_mock()
return m(*args, **kwargs)
def create_mock(self):
entry = self.name
parent = self.parent
m = parent._get_ch... | MagicProxy |
python | matplotlib__matplotlib | lib/matplotlib/widgets.py | {
"start": 134668,
"end": 137288
} | class ____(_SelectorWidget):
"""
Selection curve of an arbitrary shape.
For the selector to remain responsive you must keep a reference to it.
The selected path can be used in conjunction with `~.Path.contains_point`
to select data points from an image.
In contrast to `Lasso`, `LassoSelector`... | LassoSelector |
python | celery__celery | celery/worker/autoscale.py | {
"start": 744,
"end": 1670
} | class ____(bootsteps.StartStopStep):
"""Bootstep that starts the autoscaler thread/timer in the worker."""
label = 'Autoscaler'
conditional = True
requires = (Pool,)
def __init__(self, w, **kwargs):
self.enabled = w.autoscale
w.autoscaler = None
def create(self, w):
sc... | WorkerComponent |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/triggers/test_emr.py | {
"start": 6992,
"end": 7817
} | class ____:
def test_serialization(self):
application_id = "test_application_id"
waiter_delay = 30
waiter_max_attempts = 60
aws_conn_id = "aws_default"
trigger = EmrServerlessStartApplicationTrigger(
application_id=application_id,
waiter_delay=waiter_... | TestEmrServerlessStartApplicationTrigger |
python | tiangolo__fastapi | tests/test_openapi_separate_input_output_schemas.py | {
"start": 434,
"end": 21216
} | class ____(BaseModel):
name: str
description: Optional[str] = None
sub: Optional[SubItem] = None
if PYDANTIC_V2:
model_config = {"json_schema_serialization_defaults_required": True}
def get_app_client(separate_input_output_schemas: bool = True) -> TestClient:
app = FastAPI(separate_input_o... | Item |
python | huggingface__transformers | src/transformers/models/lfm2/modular_lfm2.py | {
"start": 8467,
"end": 11096
} | class ____(LlamaAttention):
def __init__(self, config: Lfm2Config, layer_idx: int):
super().__init__(config, layer_idx)
self.q_proj = nn.Linear(config.hidden_size, config.num_attention_heads * self.head_dim, bias=False)
self.k_proj = nn.Linear(config.hidden_size, config.num_key_value_heads *... | Lfm2Attention |
python | xlwings__xlwings | xlwings/main.py | {
"start": 125466,
"end": 132022
} | class ____(Collection):
"""
A collection of all :meth:`picture <Picture>` objects on the specified sheet:
>>> import xlwings as xw
>>> xw.books['Book1'].sheets[0].pictures
Pictures([<Picture 'Picture 1' in <Sheet [Book1]Sheet1>>,
<Picture 'Picture 2' in <Sheet [Book1]Sheet1>>])
.... | Pictures |
python | PrefectHQ__prefect | tests/server/models/test_work_queues.py | {
"start": 2208,
"end": 2705
} | class ____:
async def test_read_work_queue_by_id(self, session, work_queue):
read_work_queue = await models.work_queues.read_work_queue(
session=session, work_queue_id=work_queue.id
)
assert read_work_queue.name == work_queue.name
async def test_read_work_queue_by_id_returns... | TestReadWorkQueue |
python | huggingface__transformers | src/transformers/models/altclip/modeling_altclip.py | {
"start": 4100,
"end": 8945
} | class ____(nn.Module):
"""Construct the embeddings from word, position and token_type embeddings."""
def __init__(self, config):
super().__init__()
self.word_embeddings = nn.Embedding(config.vocab_size, config.hidden_size, padding_idx=config.pad_token_id)
self.token_type_embeddings = nn... | AltRobertaEmbeddings |
python | walkccc__LeetCode | solutions/1960. Maximum Product of the Length of Two Palindromic Substrings/1960.py | {
"start": 0,
"end": 1009
} | class ____:
def maxProduct(self, s: str) -> int:
n = len(s)
def manacher(s: str) -> list[int]:
maxExtends = [0] * n
leftToRight = [1] * n
center = 0
for i in range(n):
r = center + maxExtends[center] - 1
mirrorIndex = center - (i - center)
extend = 1 if i > r ... | Solution |
python | Lightning-AI__lightning | src/lightning/pytorch/utilities/migration/utils.py | {
"start": 3018,
"end": 7951
} | class ____:
"""Registers legacy artifacts (classes, methods, etc.) that were removed but still need to be included for
unpickling old checkpoints. The following patches apply.
1. ``lightning.pytorch.utilities.argparse._gpus_arg_default``: Applies to all checkpoints saved prior to
version 1.2... | pl_legacy_patch |
python | pennersr__django-allauth | allauth/socialaccount/providers/github/provider.py | {
"start": 528,
"end": 1625
} | class ____(OAuth2Provider):
id = "github"
name = "GitHub"
account_class = GitHubAccount
oauth2_adapter_class = GitHubOAuth2Adapter
def get_default_scope(self):
scope = []
if app_settings.QUERY_EMAIL:
scope.append("user:email")
return scope
def extract_uid(se... | GitHubProvider |
python | django__django | tests/aggregation/models.py | {
"start": 509,
"end": 1031
} | class ____(models.Model):
isbn = models.CharField(max_length=9)
name = models.CharField(max_length=255)
pages = models.IntegerField()
rating = models.FloatField()
price = models.DecimalField(decimal_places=2, max_digits=6)
authors = models.ManyToManyField(Author)
contact = models.ForeignKey(... | Book |
python | django__django | tests/admin_changelist/tests.py | {
"start": 81565,
"end": 97807
} | class ____(AdminSeleniumTestCase):
available_apps = ["admin_changelist"] + AdminSeleniumTestCase.available_apps
def setUp(self):
User.objects.create_superuser(username="super", password="secret", email=None)
def test_add_row_selection(self):
"""
The status line for selected rows ge... | SeleniumTests |
python | run-llama__llama_index | llama-index-integrations/llms/llama-index-llms-cloudflare-ai-gateway/llama_index/llms/cloudflare_ai_gateway/base.py | {
"start": 925,
"end": 1039
} | class ____(Exception):
"""Base exception for Cloudflare AI Gateway errors."""
pass
| CloudflareAIGatewayError |
python | boto__boto3 | boto3/dynamodb/conditions.py | {
"start": 6497,
"end": 6602
} | class ____(ConditionBase):
expression_operator = 'OR'
expression_format = '({0} {operator} {1})'
| Or |
python | astropy__astropy | astropy/modeling/spline.py | {
"start": 587,
"end": 6960
} | class ____(FittableModel):
"""Base class for spline models."""
_knot_names = ()
_coeff_names = ()
optional_inputs = {}
def __init__(
self,
knots=None,
coeffs=None,
degree=None,
bounds=None,
n_models=None,
model_set_axis=None,
name=No... | _Spline |
python | python-poetry__poetry | src/poetry/utils/password_manager.py | {
"start": 442,
"end": 588
} | class ____:
username: str | None = dataclasses.field(default=None)
password: str | None = dataclasses.field(default=None)
| HTTPAuthCredential |
python | fastai__fastai | fastai/metrics.py | {
"start": 17345,
"end": 17880
} | class ____(Metric):
"Dice coefficient metric for binary target in segmentation"
def __init__(self, axis=1): self.axis = axis
def reset(self): self.inter,self.union = 0,0
def accumulate(self, learn):
pred,targ = flatten_check(learn.pred.argmax(dim=self.axis), learn.y)
self.inter += (pred*... | Dice |
python | FactoryBoy__factory_boy | tests/utils.py | {
"start": 996,
"end": 1449
} | class ____(MultiModulePatcher):
"""A context processor changing the value of date.today()."""
def __init__(self, target_date, *target_modules, **kwargs):
self.target_date = target_date
super().__init__(*target_modules, **kwargs)
def _build_patcher(self, target_module):
module_datet... | mocked_date_today |
python | doocs__leetcode | solution/2800-2899/2831.Find the Longest Equal Subarray/Solution.py | {
"start": 0,
"end": 341
} | class ____:
def longestEqualSubarray(self, nums: List[int], k: int) -> int:
cnt = Counter()
l = 0
mx = 0
for r, x in enumerate(nums):
cnt[x] += 1
mx = max(mx, cnt[x])
if r - l + 1 - mx > k:
cnt[nums[l]] -= 1
l += 1
... | Solution |
python | ansible__ansible | test/lib/ansible_test/_internal/util.py | {
"start": 26359,
"end": 29873
} | class ____:
"""Manages color console output."""
clear = '\033[0m'
red = '\033[31m'
green = '\033[32m'
yellow = '\033[33m'
blue = '\033[34m'
purple = '\033[35m'
cyan = '\033[36m'
verbosity_colors = {
0: None,
1: green,
2: blue,
3: cyan,
}
def... | Display |
python | python-attrs__attrs | typing-examples/mypy.py | {
"start": 6909,
"end": 7017
} | class ____:
x: int
def __init__(self, x: int):
self.x = x
@attr.define(order=True)
| AutoDetect |
python | plotly__plotly.py | plotly/graph_objs/surface/_colorbar.py | {
"start": 233,
"end": 61470
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "surface"
_path_str = "surface.colorbar"
_valid_props = {
"bgcolor",
"bordercolor",
"borderwidth",
"dtick",
"exponentformat",
"labelalias",
"len",
"lenmode",
"minexponent",
... | ColorBar |
python | catalyst-team__catalyst | examples/detection/criterion.py | {
"start": 85,
"end": 4703
} | class ____(nn.Module):
def __init__(self, num_classes, ignore_class=0):
super().__init__()
self.num_classes = num_classes
self.ignore_class = ignore_class
def _hard_negative_mining(self, cls_loss, pos):
"""Return negative indices that is 3x the number as positive indices.
... | SSDCriterion |
python | airbytehq__airbyte | airbyte-integrations/connectors/destination-vectara/destination_vectara/config.py | {
"start": 209,
"end": 705
} | class ____(BaseModel):
client_id: str = Field(..., title="OAuth Client ID", description="OAuth2.0 client id", order=0)
client_secret: str = Field(..., title="OAuth Client Secret", description="OAuth2.0 client secret", airbyte_secret=True, order=1)
class Config:
title = "OAuth2.0 Credentials"
... | OAuth2 |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-iterable/source_iterable/streams.py | {
"start": 18102,
"end": 18189
} | class ____(IterableExportEventsStreamAdjustableRange):
data_field = "smsSend"
| SmsSend |
python | run-llama__llama_index | llama-index-core/llama_index/core/node_parser/file/html.py | {
"start": 633,
"end": 4691
} | class ____(NodeParser):
"""
HTML node parser.
Splits a document into Nodes using custom HTML splitting logic.
Args:
include_metadata (bool): whether to include metadata in nodes
include_prev_next_rel (bool): whether to include prev/next relationships
"""
tags: List[str] = Fie... | HTMLNodeParser |
python | getsentry__sentry | src/sentry/search/events/builder/discover.py | {
"start": 919,
"end": 6256
} | class ____(BaseQueryBuilder):
"""Builds a discover query"""
uuid_fields = {
"id",
"trace",
"profile.id",
"replay.id",
}
span_id_fields = {
"trace.span",
"trace.parent_span",
}
duration_fields = {"transaction.duration", "span.duration"}
def lo... | DiscoverQueryBuilder |
python | ipython__ipython | docs/autogen_shortcuts.py | {
"start": 779,
"end": 840
} | class ____:
handler: Handler
shortcut: Shortcut
| Binding |
python | facebookresearch__faiss | tests/test_contrib.py | {
"start": 7264,
"end": 9450
} | class ____(unittest.TestCase):
def test_precision_recall(self):
Iref = [
[1, 2, 3],
[5, 6],
[],
[]
]
Inew = [
[1, 2],
[6, 7],
[1],
[]
]
lims_ref = np.cumsum([0] + [len(x) for x i... | TestRangeEval |
python | pallets__jinja | src/jinja2/sandbox.py | {
"start": 14258,
"end": 14864
} | class ____(Formatter):
def __init__(self, env: Environment, **kwargs: t.Any) -> None:
self._env = env
super().__init__(**kwargs)
def get_field(
self, field_name: str, args: t.Sequence[t.Any], kwargs: t.Mapping[str, t.Any]
) -> tuple[t.Any, str]:
first, rest = formatter_field... | SandboxedFormatter |
python | PrefectHQ__prefect | src/prefect/utilities/schema_tools/hydration.py | {
"start": 2833,
"end": 2932
} | class ____(KeyNotFound):
@property
def key(self) -> str:
return "value"
| ValueNotFound |
python | keras-team__keras | keras/src/saving/saving_lib_test.py | {
"start": 34777,
"end": 35056
} | class ____:
def __init__(self, factor):
self.factor = factor
def __call__(self, inputs):
return inputs * self.factor
def get_config(self):
return {"factor": self.factor}
@keras.saving.register_keras_serializable(package="Complex")
| GrowthFactor |
python | pytorch__pytorch | test/dynamo/test_repros.py | {
"start": 27793,
"end": 29010
} | class ____(nn.Module):
def __init__(
self,
d_model,
nhead,
dim_feedforward=2048,
dropout=0.1,
activation=nn.ReLU(),
layer_norm_eps=1e-5,
):
super().__init__()
self.self_attn = nn.MultiheadAttention(d_model, nhead, dropout=dropout)
s... | TransformerEncoderLayer |
python | dagster-io__dagster | python_modules/libraries/dagster-fivetran/dagster_fivetran/translator.py | {
"start": 1383,
"end": 1626
} | class ____(Enum):
"""Enum representing each setup state for a connector in Fivetran's ontology."""
INCOMPLETE = "incomplete"
CONNECTED = "connected"
BROKEN = "broken"
@whitelist_for_serdes
@record
| FivetranConnectorSetupStateType |
python | rushter__MLAlgorithms | mla/neuralnet/layers/recurrent/rnn.py | {
"start": 257,
"end": 3540
} | class ____(Layer, ParamMixin):
"""Vanilla RNN."""
def __init__(
self,
hidden_dim,
activation="tanh",
inner_init="orthogonal",
parameters=None,
return_sequences=True,
):
self.return_sequences = return_sequences
self.hidden_dim = hidden_dim
... | RNN |
python | ray-project__ray | python/ray/data/_internal/execution/bundle_queue/fifo_bundle_queue.py | {
"start": 377,
"end": 4610
} | class ____(BundleQueue):
"""A bundle queue that follows a first-in-first-out policy."""
def __init__(self):
# We manually implement a linked list because we need to remove elements
# efficiently, and Python's built-in data structures have O(n) removal time.
self._head: Optional[_Node] =... | FIFOBundleQueue |
python | pytorch__pytorch | torch/utils/data/datapipes/dataframe/dataframes.py | {
"start": 10085,
"end": 10395
} | class ____(Capture):
def __init__(self, left, right, ctx) -> None:
self.ctx = ctx
self.left = left
self.right = right
def __str__(self) -> str:
return f"{self.left} + {self.right}"
def execute(self):
return get_val(self.left) + get_val(self.right)
| CaptureAdd |
python | django__django | django/contrib/gis/gdal/raster/source.py | {
"start": 929,
"end": 1740
} | class ____(list):
indices = {
"origin": (0, 3),
"scale": (1, 5),
"skew": (2, 4),
}
def __init__(self, raster, prop):
x = raster.geotransform[self.indices[prop][0]]
y = raster.geotransform[self.indices[prop][1]]
super().__init__([x, y])
self._raster = ... | TransformPoint |
python | dagster-io__dagster | python_modules/libraries/dagster-aws/dagster_aws/athena/resources.py | {
"start": 8093,
"end": 9241
} | class ____(ConfigurableResource):
workgroup: str = Field(
default="primary",
description=(
"The Athena WorkGroup to use."
" https://docs.aws.amazon.com/athena/latest/ug/manage-queries-control-costs-with-workgroups.html"
),
)
polling_interval: int = Field(
... | ResourceWithAthenaConfig |
python | scikit-learn__scikit-learn | sklearn/covariance/_shrunk_covariance.py | {
"start": 15767,
"end": 23335
} | class ____(EmpiricalCovariance):
"""LedoitWolf Estimator.
Ledoit-Wolf is a particular form of shrinkage, where the shrinkage
coefficient is computed using O. Ledoit and M. Wolf's formula as
described in "A Well-Conditioned Estimator for Large-Dimensional
Covariance Matrices", Ledoit and Wolf, Journ... | LedoitWolf |
python | great-expectations__great_expectations | great_expectations/metrics/column/mean.py | {
"start": 128,
"end": 179
} | class ____(MetricResult[float]): ...
| ColumnMeanResult |
python | getsentry__sentry | src/sentry/api/serializers/models/project.py | {
"start": 23611,
"end": 23682
} | class ____(TypedDict, total=False):
team: TeamResponseDict
| _MaybeTeam |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/hooks/dlp.py | {
"start": 2052,
"end": 67346
} | class ____(GoogleBaseHook):
"""
Hook for Google Cloud Data Loss Prevention (DLP) APIs.
Cloud DLP allows clients to detect the presence of Personally Identifiable
Information (PII) and other privacy-sensitive data in user-supplied,
unstructured data streams, like text blocks or images. The service a... | CloudDLPHook |
python | pypa__pipenv | pipenv/patched/pip/_internal/exceptions.py | {
"start": 21256,
"end": 24180
} | class ____(DiagnosticPipError):
"""The current environment is externally managed.
This is raised when the current environment is externally managed, as
defined by `PEP 668`_. The ``EXTERNALLY-MANAGED`` configuration is checked
and displayed when the error is bubbled up to the user.
:param error: T... | ExternallyManagedEnvironment |
python | rq__rq | rq/worker.py | {
"start": 75895,
"end": 76244
} | class ____(Worker):
"""
Modified version of Worker that dequeues jobs from the queues using a round-robin strategy.
"""
def reorder_queues(self, reference_queue):
pos = self._ordered_queues.index(reference_queue)
self._ordered_queues = self._ordered_queues[pos + 1 :] + self._ordered_que... | RoundRobinWorker |
python | ray-project__ray | python/ray/serve/_private/test_utils.py | {
"start": 5774,
"end": 6970
} | class ____:
def __init__(self, deployment_name: str, app_name: str = SERVE_DEFAULT_APP_NAME):
self._deployment_name = deployment_name
self._app_name = app_name
self._protocol = RequestProtocol.UNDEFINED
self._running_replicas_populated = False
self._initialized = False
d... | MockDeploymentHandle |
python | dagster-io__dagster | python_modules/dagster-pipes/dagster_pipes/__init__.py | {
"start": 1833,
"end": 2051
} | class ____(TypedDict):
"""Payload generated on startup of the external-side `PipesMessageWriter` containing arbitrary
information about the external process.
"""
extras: Mapping[str, Any]
| PipesOpenedData |
python | catalyst-team__catalyst | catalyst/metrics/_topk_metric.py | {
"start": 184,
"end": 3480
} | class ____(ICallbackBatchMetric):
"""
Base class for `topk` metrics.
Args:
metric_name: name of the metric
metric_function: metric calculation function
topk: list of `topk` for metric@topk computing
compute_on_call: if True, computes and returns metric value during metric ca... | TopKMetric |
python | kamyu104__LeetCode-Solutions | Python/smallest-substring-with-identical-characters-i.py | {
"start": 57,
"end": 1035
} | class ____(object):
def minLength(self, s, numOps):
"""
:type s: str
:type numOps: int
:rtype: int
"""
def binary_search(left, right, check):
while left <= right:
mid = left + (right-left)//2
if check(mid):
... | Solution |
python | pytorch__pytorch | torch/fx/passes/net_min_base.py | {
"start": 705,
"end": 867
} | class ____(Exception):
"""
Raised if failed to split out a minimize module
"""
@compatibility(is_backward_compatible=False)
| FxNetMinimizerBadModuleError |
python | huggingface__transformers | examples/modular-transformers/modeling_dummy_bert.py | {
"start": 21811,
"end": 22448
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.transform = DummyBertPredictionHeadTransform(config)
# The output weights are the same as the input embeddings, but there is
# an output-only bias for each token.
self.decoder = nn.Linear(config.hidde... | DummyBertLMPredictionHead |
python | weaviate__weaviate-python-client | weaviate/debug/executor.py | {
"start": 315,
"end": 1908
} | class ____(Generic[ConnectionType]):
def __init__(self, connection: ConnectionType):
self._connection = connection
def get_object_over_rest(
self,
collection: str,
uuid: UUID,
*,
consistency_level: Optional[ConsistencyLevel] = None,
node_name: Optional[st... | _DebugExecutor |
python | walkccc__LeetCode | solutions/2899. Last Visited Integers/2899.py | {
"start": 0,
"end": 308
} | class ____:
def lastVisitedIntegers(self, words: list[str]) -> list[int]:
ans = []
nums = []
k = 0
for word in words:
if word == 'prev':
k += 1
ans.append(-1 if k > len(nums) else nums[-k])
else:
k = 0
nums.append(int(word))
return ans
| Solution |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 147215,
"end": 147598
} | class ____(sgqlc.types.Input):
"""
See source code for more info.
"""
__schema__ = graphql_schema
__field_names__ = ("field", "direction")
field = sgqlc.types.Field(
sgqlc.types.non_null(TeamOrderField), graphql_name="field"
)
direction = sgqlc.types.Field(
sgqlc.types.n... | TeamOrder |
python | faif__python-patterns | patterns/behavioral/observer.py | {
"start": 1609,
"end": 1930
} | class ____(Subject):
def __init__(self, name: str = "") -> None:
super().__init__()
self.name = name
self._data = 0
@property
def data(self) -> int:
return self._data
@data.setter
def data(self, value: int) -> None:
self._data = value
self.notify()
... | Data |
python | neetcode-gh__leetcode | python/0739-daily-temperatures.py | {
"start": 0,
"end": 403
} | class ____:
def dailyTemperatures(self, temperatures: List[int]) -> List[int]:
res = [0] * len(temperatures)
stack = [] # pair: [temp, index]
for i, t in enumerate(temperatures):
while stack and t > stack[-1][0]:
stackT, stackInd = stack.pop()
re... | Solution |
python | pandas-dev__pandas | asv_bench/benchmarks/reshape.py | {
"start": 1514,
"end": 2503
} | class ____:
params = ["datetime64[ns, US/Pacific]", "Period[s]"]
param_names = ["dtype"]
def setup(self, dtype):
lev = pd.Index(list("ABCDEFGHIJ"))
ri = pd.Index(range(1000))
mi = MultiIndex.from_product([lev, ri], names=["foo", "bar"])
index = date_range("2016-01-01", peri... | ReshapeExtensionDtype |
python | Pylons__pyramid | tests/test_url.py | {
"start": 53446,
"end": 53657
} | class ____:
pregenerator = None
name = 'route'
def __init__(self, result='/1/2/3'):
self.result = result
def generate(self, kw):
self.kw = kw
return self.result
| DummyRoute |
python | apache__airflow | providers/amazon/src/airflow/providers/amazon/aws/hooks/base_aws.py | {
"start": 19483,
"end": 44687
} | class ____(BaseHook, Generic[BaseAwsConnection]):
"""
Generic class for interact with AWS.
This class provide a thin wrapper around the boto3 Python library.
:param aws_conn_id: The Airflow connection used for AWS credentials.
If this is None or empty then the default boto3 behaviour is used. ... | AwsGenericHook |
python | wandb__wandb | wandb/jupyter.py | {
"start": 9088,
"end": 15829
} | class ____:
def __init__(self, settings: wandb.Settings) -> None:
self.outputs: dict[int, Any] = {}
self.settings = settings
self.shell = IPython.get_ipython()
def save_display(self, exc_count, data_with_metadata):
self.outputs[exc_count] = self.outputs.get(exc_count, [])
... | Notebook |
python | automl__auto-sklearn | test/test_pipeline/components/regression/test_mlp.py | {
"start": 187,
"end": 2944
} | class ____(BaseRegressionComponentTest):
# NOTE: `default_boston`
#
# Github runners seem to indeterministicly fail `test_boston`
# meaning 'default_irish_proba_places' needs to be set.
# There are known differences to occur on different platforms.
# https://github.com/scikit-learn/scikit-learn/... | MLPComponentTest |
python | skorch-dev__skorch | skorch/tests/test_probabilistic.py | {
"start": 2177,
"end": 3071
} | class ____(gpytorch.models.ApproximateGP):
"""GP regression for variational inference"""
def __init__(self, inducing_points, eps=1e-6):
variational_distribution = gpytorch.variational.CholeskyVariationalDistribution(
inducing_points.size(0))
variational_strategy = gpytorch.variationa... | VariationalRegressionModule |
python | getsentry__sentry | src/sentry/seer/breakpoints.py | {
"start": 402,
"end": 810
} | class ____(TypedDict):
project: str
# For legacy reasons, the group name is always
# transaction even when working with functions.
transaction: str
aggregate_range_1: float
aggregate_range_2: float
unweighted_t_value: float
unweighted_p_value: float
trend_percentage: float
absolu... | BreakpointData |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 287486,
"end": 288547
} | class ____(sgqlc.types.Input):
"""Choose which status checks must pass before branches can be merged
into a branch that matches this rule. When enabled, commits must
first be pushed to another branch, then merged or pushed directly
to a branch that matches this rule after status checks have
passed.
... | RequiredStatusChecksParametersInput |
python | huggingface__transformers | tests/quantization/quark_integration/test_quark.py | {
"start": 1454,
"end": 5915
} | class ____(unittest.TestCase):
reference_model_name = "unsloth/Meta-Llama-3.1-8B-Instruct"
quantized_model_name = "amd/Llama-3.1-8B-Instruct-w-int8-a-int8-sym-test"
input_text = "Today I am in Paris and"
EXPECTED_OUTPUTS = set()
EXPECTED_OUTPUTS.add("Today I am in Paris and I am not in Paris, Fran... | QuarkTest |
python | modin-project__modin | modin/core/execution/dispatching/factories/factories.py | {
"start": 23286,
"end": 23617
} | class ____(BaseFactory):
@classmethod
@doc(_doc_factory_prepare_method, io_module_name="``PandasOnUnidistIO``")
def prepare(cls):
from modin.core.execution.unidist.implementations.pandas_on_unidist.io import (
PandasOnUnidistIO,
)
cls.io_cls = PandasOnUnidistIO
| PandasOnUnidistFactory |
python | keras-team__keras | keras/src/quantizers/quantizers.py | {
"start": 3586,
"end": 5728
} | class ____(Quantizer):
def __init__(
self,
axis,
value_range=(-127, 127),
epsilon=backend.epsilon(),
output_dtype="int8",
):
Quantizer.__init__(self, output_dtype=output_dtype)
if isinstance(axis, int):
axis = (axis,)
self.axis = tuple(... | AbsMaxQuantizer |
python | google__pytype | pytype/pattern_matching.py | {
"start": 4767,
"end": 7526
} | class ____:
"""Tracks a set of match options."""
def __init__(self, match_var, ctx):
self.match_var: cfg.Variable = match_var
self.ctx = ctx
self.options: _OptionSet = _OptionSet()
self.could_contain_anything: bool = False
# The types of the match var within each case branch
self.cases: dic... | _OptionTracker |
python | apache__airflow | providers/apache/kafka/tests/unit/apache/kafka/sensors/test_kafka.py | {
"start": 1140,
"end": 4883
} | class ____:
"""
Test Sensors
"""
@pytest.fixture(autouse=True)
def setup_connections(self, create_connection_without_db):
create_connection_without_db(
Connection(
conn_id="kafka_d",
conn_type="kafka",
extra=json.dumps(
... | TestSensors |
python | altair-viz__altair | altair/vegalite/v6/schema/channels.py | {
"start": 316739,
"end": 323310
} | class ____(DatumChannelMixin, core.DatumDef):
"""
LatitudeDatum schema wrapper.
Parameters
----------
bandPosition : float
Relative position on a band of a stacked, binned, time unit, or band scale. For
example, the marks will be positioned at the beginning of the band if set to ``0... | LatitudeDatum |
python | Farama-Foundation__Gymnasium | gymnasium/envs/toy_text/blackjack.py | {
"start": 1279,
"end": 12532
} | class ____(gym.Env):
"""
Blackjack is a card game where the goal is to beat the dealer by obtaining cards
that sum to closer to 21 (without going over 21) than the dealers cards.
## Description
The game starts with the dealer having one face up and one face down card,
while the player has two f... | BlackjackEnv |
python | huggingface__transformers | src/transformers/models/esm/modeling_esm.py | {
"start": 2541,
"end": 4414
} | class ____(torch.nn.Module):
"""
Rotary position embeddings based on those in
[RoFormer](https://huggingface.co/docs/transformers/model_doc/roformer). Query and keys are transformed by rotation
matrices which depend on their relative positions.
"""
inv_freq: torch.Tensor # fix linting for `reg... | RotaryEmbedding |
python | python-markdown__markdown | markdown/blockprocessors.py | {
"start": 21971,
"end": 23336
} | class ____(BlockProcessor):
""" Process Horizontal Rules. """
# Python's `re` module doesn't officially support atomic grouping. However you can fake it.
# See https://stackoverflow.com/a/13577411/866026
RE = r'^[ ]{0,3}(?=(?P<atomicgroup>(-+[ ]{0,2}){3,}|(_+[ ]{0,2}){3,}|(\*+[ ]{0,2}){3,}))(?P=atomicg... | HRProcessor |
python | prompt-toolkit__python-prompt-toolkit | src/prompt_toolkit/output/base.py | {
"start": 6087,
"end": 8348
} | class ____(Output):
"""
For testing. An output class that doesn't render anything.
"""
def fileno(self) -> int:
"There is no sensible default for fileno()."
raise NotImplementedError
def encoding(self) -> str:
return "utf-8"
def write(self, data: str) -> None:
... | DummyOutput |
python | pypa__hatch | tests/env/plugin/test_interface.py | {
"start": 30079,
"end": 32197
} | class ____:
def test_default(self, isolation, isolated_data_dir, platform, global_application):
config = {"project": {"name": "my_app", "version": "0.0.1"}}
project = Project(isolation, config=config)
environment = MockEnvironment(
isolation,
project.metadata,
... | TestDescription |
python | walkccc__LeetCode | solutions/2011. Final Value of Variable After Performing Operations/2011.py | {
"start": 0,
"end": 141
} | class ____:
def finalValueAfterOperations(self, operations: list[str]) -> int:
return sum(op[1] == '+' or -1 for op in operations)
| Solution |
python | pandas-dev__pandas | pandas/core/methods/selectn.py | {
"start": 978,
"end": 1913
} | class ____(Generic[NDFrameT]):
def __init__(
self, obj: NDFrameT, n: int, keep: Literal["first", "last", "all"]
) -> None:
self.obj = obj
self.n = n
self.keep = keep
if self.keep not in ("first", "last", "all"):
raise ValueError('keep must be either "first", ... | SelectN |
python | python-pillow__Pillow | src/PIL/ImageFont.py | {
"start": 6088,
"end": 26820
} | class ____:
"""FreeType font wrapper (requires _imagingft service)"""
font: Font
font_bytes: bytes
def __init__(
self,
font: StrOrBytesPath | BinaryIO,
size: float = 10,
index: int = 0,
encoding: str = "",
layout_engine: Layout | None = None,
) -> No... | FreeTypeFont |
python | run-llama__llama_index | llama-index-core/llama_index/core/readers/file/base.py | {
"start": 5011,
"end": 5595
} | class ____:
"""
Default file metadata function wrapper which stores the fs.
Allows for pickling of the function.
"""
def __init__(self, fs: fsspec.AbstractFileSystem | None = None):
self.fs = fs or get_default_fs()
def __call__(self, file_path: str) -> dict:
return default_file... | _DefaultFileMetadataFunc |
python | Pylons__pyramid | tests/test_traversal.py | {
"start": 35919,
"end": 38339
} | class ____(unittest.TestCase):
def setUp(self):
cleanUp()
def tearDown(self):
cleanUp()
def _callFUT(self, resource, request):
from pyramid.traversal import virtual_root
return virtual_root(resource, request)
def _registerTraverser(self, traverser):
from pyram... | TestVirtualRoot |
python | spack__spack | lib/spack/spack/vendor/ruamel/yaml/tokens.py | {
"start": 9944,
"end": 10185
} | class ____(Token):
__slots__ = ('value',)
id = '<tag>'
def __init__(self, value, start_mark, end_mark):
# type: (Any, Any, Any) -> None
Token.__init__(self, start_mark, end_mark)
self.value = value
| TagToken |
python | plotly__plotly.py | plotly/graph_objs/funnel/marker/colorbar/_tickformatstop.py | {
"start": 233,
"end": 8544
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "funnel.marker.colorbar"
_path_str = "funnel.marker.colorbar.tickformatstop"
_valid_props = {"dtickrange", "enabled", "name", "templateitemname", "value"}
@property
def dtickrange(self):
"""
range [*min*, *max*], where "min... | Tickformatstop |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/matchClass1.py | {
"start": 7737,
"end": 7834
} | class ____:
val1: int
val2: str = field(init=False)
val3: complex
@dataclass
| Dataclass1 |
python | getsentry__sentry | src/sentry/auth/superuser.py | {
"start": 5831,
"end": 6030
} | class ____(SentryAPIException):
status_code = status.HTTP_400_BAD_REQUEST
code = "invalid-superuser-access-json"
message = "The request contains invalid json"
| SuperuserAccessFormInvalidJson |
python | scipy__scipy | scipy/stats/tests/test_generation/reference_distributions.py | {
"start": 57,
"end": 10226
} | class ____:
"""Minimalist distribution infrastructure for generating reference data.
The purpose is to generate reference values for unit tests of SciPy
distribution accuracy and robustness.
Handles array input with standard broadcasting rules, and method
implementations are easily compared agains... | ReferenceDistribution |
python | wandb__wandb | wandb/vendor/gql-0.2.0/wandb_gql/transport/http.py | {
"start": 0,
"end": 172
} | class ____(object):
def __init__(self, url, headers=None, cookies=None):
self.url = url
self.headers = headers
self.cookies = cookies
| HTTPTransport |
python | spyder-ide__spyder | external-deps/qtconsole/qtconsole/kernel_mixins.py | {
"start": 430,
"end": 628
} | class ____(MetaQObjectHasTraits('NewBase', (HasTraits, SuperQObject), {})):
""" A KernelClient that provides signals and slots.
"""
kernel_restarted = QtCore.Signal()
| QtKernelManagerMixin |
python | sqlalchemy__sqlalchemy | test/orm/test_composites.py | {
"start": 24375,
"end": 29549
} | class ____(fixtures.MappedTest):
@testing.fixture
def point_fixture(self, decl_base):
def go(active_history):
@dataclasses.dataclass
class Point:
x: int
y: int
class Edge(decl_base):
__tablename__ = "edge"
... | EventsEtcTest |
python | streamlit__streamlit | lib/streamlit/elements/widgets/time_widgets.py | {
"start": 11861,
"end": 13558
} | class ____:
value: Sequence[date] | None
is_range: bool
max: date
min: date
@classmethod
def from_raw_values(
cls,
value: DateValue,
min_value: NullableScalarDateValue,
max_value: NullableScalarDateValue,
) -> _DateInputValues:
parsed_value, is_range ... | _DateInputValues |
python | bokeh__bokeh | src/bokeh/core/property/data_frame.py | {
"start": 1580,
"end": 2223
} | class ____(Property["IntoDataFrame"]):
""" Accept eager dataframe supported by Narwhals.
This property only exists to support type validation, e.g. for "accepts"
clauses. It is not serializable itself, and is not useful to add to
Bokeh models directly.
"""
def validate(self, value: Any, detail... | EagerDataFrame |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_chart_blank07.py | {
"start": 315,
"end": 1383
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("chart_blank07.xlsx")
def test_create_file(self):
"""Test the creation of a simple XlsxWriter file."""
workbook = Workbook(self.got... | TestCompareXLSXFiles |
python | django-haystack__django-haystack | test_haystack/elasticsearch7_tests/test_backend.py | {
"start": 27486,
"end": 29716
} | class ____(TestCase):
fixtures = ["base_data.json"]
def setUp(self):
super().setUp()
# Wipe it clean.
clear_elasticsearch_index()
# Stow.
self.old_ui = connections["elasticsearch"].get_unified_index()
self.ui = UnifiedIndex()
self.smmi = Elasticsearch7M... | LiveElasticsearch7SearchQueryTestCase |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 70181,
"end": 70892
} | class ____(sgqlc.types.Input):
"""
See source code for more info.
"""
__schema__ = graphql_schema
__field_names__ = (
"project_card_id",
"repository_id",
"title",
"body",
"client_mutation_id",
)
project_card_id = sgqlc.types.Field(
sgqlc.types... | ConvertProjectCardNoteToIssueInput |
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