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 | django__django | django/templatetags/i18n.py | {
"start": 385,
"end": 659
} | class ____(Node):
def __init__(self, variable):
self.variable = variable
def render(self, context):
context[self.variable] = [
(k, translation.gettext(v)) for k, v in settings.LANGUAGES
]
return ""
| GetAvailableLanguagesNode |
python | huggingface__transformers | src/transformers/models/bert/modeling_bert.py | {
"start": 22166,
"end": 22473
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.seq_relationship = nn.Linear(config.hidden_size, 2)
def forward(self, pooled_output):
seq_relationship_score = self.seq_relationship(pooled_output)
return seq_relationship_score
| BertOnlyNSPHead |
python | ray-project__ray | doc/source/serve/doc_code/tutorial_sklearn.py | {
"start": 1332,
"end": 2231
} | class ____:
def __init__(self, model_path: str, label_path: str):
with open(model_path, "rb") as f:
self.model = pickle.load(f)
with open(label_path) as f:
self.label_list = json.load(f)
async def __call__(self, starlette_request: Request) -> Dict:
payload = awai... | BoostingModel |
python | python__mypy | mypy/plugin.py | {
"start": 8717,
"end": 9479
} | class ____:
"""
A common plugin API (shared between semantic analysis and type checking phases)
that all plugin hooks get independently of the context.
"""
# Global mypy options.
# Per-file options can be only accessed on various
# XxxPluginInterface classes.
options: Options
@abst... | CommonPluginApi |
python | langchain-ai__langchain | libs/core/langchain_core/prompts/message.py | {
"start": 393,
"end": 2636
} | class ____(Serializable, ABC):
"""Base class for message prompt templates."""
@classmethod
def is_lc_serializable(cls) -> bool:
"""Return `True` as this class is serializable."""
return True
@classmethod
def get_lc_namespace(cls) -> list[str]:
"""Get the namespace of the La... | BaseMessagePromptTemplate |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/cover/test_pretty.py | {
"start": 3926,
"end": 4002
} | class ____:
def __repr__(self):
return "Breaking(\n)"
| BreakingRepr |
python | getsentry__sentry | src/sentry/taskworker/scheduler/schedules.py | {
"start": 1037,
"end": 3100
} | class ____(Schedule):
"""
Task schedules defined as `datetime.timedelta` intervals
If a timedelta interval loses it's last_run state, it will assume
that at least one interval has been missed, and it will become due immediately.
After the first spawn, the schedule will align to to the interval's d... | TimedeltaSchedule |
python | tensorflow__tensorflow | tensorflow/python/ops/lookup_ops.py | {
"start": 79931,
"end": 93637
} | class ____(LookupInterface):
"""A mutable hash table with faster lookups and higher memory usage.
Data can be inserted by calling the `insert` method and removed by calling the
`remove` method. It does not support initialization via the init method.
Compared to `MutableHashTable`, `DenseHashTable` offers gene... | DenseHashTable |
python | sqlalchemy__sqlalchemy | test/dialect/postgresql/test_types.py | {
"start": 202520,
"end": 202624
} | class ____(
_Int4MultiRangeTests, _MultiRangeTypeCompilation
):
pass
| Int4MultiRangeCompilationTest |
python | huggingface__transformers | src/transformers/models/smolvlm/modular_smolvlm.py | {
"start": 6827,
"end": 6899
} | class ____(Idefics3ImageProcessorFast):
pass
| SmolVLMImageProcessorFast |
python | ipython__ipython | IPython/core/ultratb.py | {
"start": 44962,
"end": 46650
} | class ____(ListTB):
"""Extension which holds some state: the last exception value"""
last_syntax_error: BaseException | None
def __init__(self, *, theme_name):
super().__init__(theme_name=theme_name)
self.last_syntax_error = None
def __call__(self, etype, value, elist):
self.l... | SyntaxTB |
python | doocs__leetcode | solution/0600-0699/0628.Maximum Product of Three Numbers/Solution.py | {
"start": 0,
"end": 199
} | class ____:
def maximumProduct(self, nums: List[int]) -> int:
nums.sort()
a = nums[-1] * nums[-2] * nums[-3]
b = nums[-1] * nums[0] * nums[1]
return max(a, b)
| Solution |
python | bokeh__bokeh | tests/unit/bokeh/core/property/test_bases.py | {
"start": 1529,
"end": 9722
} | class ____:
@patch('bokeh.core.property.bases.Property.validate')
def test_is_valid_supresses_validation_detail(self, mock_validate: MagicMock) -> None:
p = bcpb.Property()
p.is_valid(None)
assert mock_validate.called
assert mock_validate.call_args[0] == (None, False)
def te... | TestProperty |
python | oauthlib__oauthlib | oauthlib/openid/connect/core/exceptions.py | {
"start": 2506,
"end": 2748
} | class ____(OpenIDClientError):
"""
The request parameter contains an invalid Request Object.
"""
error = 'invalid_request_object'
description = 'The request parameter contains an invalid Request Object.'
| InvalidRequestObject |
python | pydata__xarray | xarray/tests/test_utils.py | {
"start": 1816,
"end": 6419
} | class ____:
@pytest.fixture(autouse=True)
def setup(self):
self.x = {"a": "A", "b": "B"}
self.y = {"c": "C", "b": "B"}
self.z = {"a": "Z"}
def test_equivalent(self):
assert utils.equivalent(0, 0)
assert utils.equivalent(np.nan, np.nan)
assert utils.equivalent... | TestDictionaries |
python | ZoranPandovski__al-go-rithms | data_structures/heap/Python/BinaryHeaps/BinaryHeaps.py | {
"start": 2953,
"end": 4074
} | class ____(Heap):
def __init__(self):
self.array = [-float("inf")]
self.size = 0
def insert(self, el):
self.array.append(el)
self.size += 1
ind = self.size
while el < self.array[self.parent(ind)]:
self.array[ind], self.array[self.parent(ind)] = self.a... | MinHeap |
python | scrapy__scrapy | tests/test_request_cb_kwargs.py | {
"start": 1656,
"end": 5746
} | class ____(MockServerSpider):
name = "kwargs"
custom_settings = {
"DOWNLOADER_MIDDLEWARES": {
InjectArgumentsDownloaderMiddleware: 750,
},
"SPIDER_MIDDLEWARES": {
InjectArgumentsSpiderMiddleware: 750,
},
}
checks: list[bool] = []
async def st... | KeywordArgumentsSpider |
python | gevent__gevent | src/gevent/tests/test__pool.py | {
"start": 260,
"end": 4194
} | class ____(unittest.TestCase):
klass = gevent.pool.Pool
def test_apply_async(self):
done = Event()
def some_work(_):
done.set()
pool = self.klass(2)
pool.apply_async(some_work, ('x', ))
done.wait()
def test_apply(self):
value = 'return value'
... | TestCoroutinePool |
python | pypa__setuptools | setuptools/_vendor/more_itertools/more.py | {
"start": 88959,
"end": 101134
} | class ____:
"""
:func:`run_length.encode` compresses an iterable with run-length encoding.
It yields groups of repeated items with the count of how many times they
were repeated:
>>> uncompressed = 'abbcccdddd'
>>> list(run_length.encode(uncompressed))
[('a', 1), ('b', 2), ('c',... | run_length |
python | huggingface__transformers | src/transformers/generation/configuration_utils.py | {
"start": 74064,
"end": 76461
} | class ____:
"""
Class that holds arguments relative to `torch.compile` behavior, when using automatic compilation in `generate`.
See [`torch.compile`](https://pytorch.org/docs/stable/generated/torch.compile.html) for more details on the arguments.
Args:
fullgraph (`bool`, *optional*, defaults t... | CompileConfig |
python | google__python-fire | fire/test_components.py | {
"start": 4378,
"end": 4455
} | class ____:
def as_bool(self, arg=False):
return bool(arg)
| BoolConverter |
python | tensorflow__tensorflow | tensorflow/python/kernel_tests/random/stateful_random_ops_test.py | {
"start": 1883,
"end": 28763
} | class ____(test.TestCase, parameterized.TestCase):
def setUp(self):
super(StatefulRandomOpsTest, self).setUp()
physical_devices = config.list_physical_devices("CPU")
config.set_logical_device_configuration(
physical_devices[0], [
context.LogicalDeviceConfiguration(),
conte... | StatefulRandomOpsTest |
python | kamyu104__LeetCode-Solutions | Python/minimum-total-distance-traveled.py | {
"start": 1104,
"end": 1799
} | class ____(object):
def minimumTotalDistance(self, robot, factory):
"""
:type robot: List[int]
:type factory: List[List[int]]
:rtype: int
"""
robot.sort(), factory.sort()
dp = [float("inf")]*(len(robot)+1) # dp[j] at i: min of factory[:i+1] and robot[:j]
... | Solution2 |
python | marshmallow-code__marshmallow | src/marshmallow/validate.py | {
"start": 23138,
"end": 23931
} | class ____(NoneOf):
"""Validator which fails if ``value`` is a sequence and any element
in the sequence is a member of the sequence passed as ``iterable``. Empty input
is considered valid.
:param iterable: Same as :class:`NoneOf`.
:param error: Same as :class:`NoneOf`.
.. versionadded:: 3.6.0
... | ContainsNoneOf |
python | PyCQA__pylint | tests/regrtest_data/max_inferable_limit_for_classes/nodes/roles.py | {
"start": 160,
"end": 221
} | class ____(ColumnArgumentRole):
...
| ColumnArgumentOrKeyRole |
python | realpython__materials | nearbyshops/shops/apps.py | {
"start": 36,
"end": 85
} | class ____(AppConfig):
name = "shops"
| ShopsConfig |
python | google__jax | jax/_src/config.py | {
"start": 57713,
"end": 82605
} | class ____(enum.StrEnum):
STANDARD = 'standard'
STRICT = 'strict'
numpy_dtype_promotion = enum_class_state(
name='jax_numpy_dtype_promotion',
enum_class=NumpyDtypePromotion,
default=NumpyDtypePromotion.STANDARD,
help=('Specify the rules used for implicit type promotion in operations '
'be... | NumpyDtypePromotion |
python | doocs__leetcode | solution/3300-3399/3335.Total Characters in String After Transformations I/Solution.py | {
"start": 0,
"end": 437
} | class ____:
def lengthAfterTransformations(self, s: str, t: int) -> int:
f = [[0] * 26 for _ in range(t + 1)]
for c in s:
f[0][ord(c) - ord("a")] += 1
for i in range(1, t + 1):
f[i][0] = f[i - 1][25]
f[i][1] = f[i - 1][0] + f[i - 1][25]
for j i... | Solution |
python | aio-libs__aiohttp | aiohttp/web_runner.py | {
"start": 10502,
"end": 12604
} | class ____(BaseRunner[Request]):
"""Web Application runner"""
__slots__ = ("_app",)
def __init__(
self,
app: Application,
*,
handle_signals: bool = False,
access_log_class: type[AbstractAccessLogger] = AccessLogger,
**kwargs: Any,
) -> None:
if n... | AppRunner |
python | sympy__sympy | sympy/sets/sets.py | {
"start": 65807,
"end": 80353
} | class ____(Set):
""" Represents the disjoint union (also known as the external disjoint union)
of a finite number of sets.
Examples
========
>>> from sympy import DisjointUnion, FiniteSet, Interval, Union, Symbol
>>> A = FiniteSet(1, 2, 3)
>>> B = Interval(0, 5)
>>> DisjointUnion(A, B)... | DisjointUnion |
python | walkccc__LeetCode | solutions/1577. Number of Ways Where Square of Number Is Equal to Product of Two Numbers/1577.py | {
"start": 0,
"end": 644
} | class ____:
def numTriplets(self, nums1: list[int], nums2: list[int]) -> int:
def countTriplets(A: list[int], B: list[int]):
"""Returns the number of triplet (i, j, k) if A[i]^2 == B[j] * B[k]."""
res = 0
count = collections.Counter(B)
for a in A:
target = a * a
for b, fre... | Solution |
python | ray-project__ray | python/ray/tests/test_output.py | {
"start": 13437,
"end": 13552
} | class ____:
def f(self):
print("hi stdout")
print("hi stderr", file=sys.stderr)
@ray.remote
| Actor1 |
python | keras-team__keras | keras/src/trainers/data_adapters/array_slicing.py | {
"start": 5933,
"end": 6434
} | class ____(Sliceable):
def __getitem__(self, indices):
return self.array.iloc[indices]
@classmethod
def convert_to_numpy(cls, x):
return x.to_numpy()
@classmethod
def convert_to_tf_dataset_compatible(cls, x):
return cls.convert_to_numpy(x)
@classmethod
def convert_... | PandasSliceable |
python | huggingface__transformers | src/transformers/integrations/tensor_parallel.py | {
"start": 43344,
"end": 45147
} | class ____(TensorParallelLayer):
"""
Applies Expert Parallelism to MoE experts by loading the correct experts on each device.
"""
def __init__(self, **kwargs):
super().__init__(**kwargs)
self.use_dtensor = False
def shard_tensor(
self,
param,
param_type=None... | GroupedGemmParallel |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 552638,
"end": 552997
} | class ____(sgqlc.types.Type):
"""Autogenerated return type of DeleteBranchProtectionRule"""
__schema__ = github_schema
__field_names__ = ("client_mutation_id",)
client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId")
"""A unique identifier for the client performing the mutat... | DeleteBranchProtectionRulePayload |
python | PyCQA__pylint | doc/data/messages/u/unsupported-membership-test/good.py | {
"start": 0,
"end": 145
} | class ____:
FRUITS = ["apple", "orange"]
def __contains__(self, name):
return name in self.FRUITS
apple = "apple" in Fruit()
| Fruit |
python | huggingface__transformers | tests/utils/import_structures/import_structure_register_with_comments.py | {
"start": 1036,
"end": 1230
} | class ____:
def __init__(self):
pass
@requires(backends=("torch",))
# That's a statement
def b2():
pass
@requires(
backends=(
"torch",
)
)
# That's a statement
| B2 |
python | ray-project__ray | python/ray/_common/tests/test_formatters.py | {
"start": 142,
"end": 4042
} | class ____:
def test_empty_record(self, shutdown_only):
formatter = JSONFormatter()
record = logging.makeLogRecord({})
formatted = formatter.format(record)
record_dict = json.loads(formatted)
should_exist = [
"process",
"asctime",
"levelna... | TestJSONFormatter |
python | ray-project__ray | python/ray/util/spark/start_hook_base.py | {
"start": 0,
"end": 417
} | class ____:
def __init__(self, is_global):
self.is_global = is_global
def get_default_temp_root_dir(self):
return "/tmp"
def on_ray_dashboard_created(self, port):
pass
def on_cluster_created(self, ray_cluster_handler):
pass
def on_spark_job_created(self, job_group... | RayOnSparkStartHook |
python | django-import-export__django-import-export | tests/core/tests/test_widgets.py | {
"start": 9322,
"end": 9752
} | class ____(TestCase):
"""https://github.com/django-import-export/django-import-export/pull/94"""
def setUp(self):
self.date = date(1868, 8, 13)
self.widget = widgets.DateWidget("%d.%m.%Y")
def test_render(self):
self.assertEqual(self.widget.render(self.date), "13.08.1868")
def... | DateWidgetBefore1900Test |
python | apache__airflow | providers/google/tests/unit/google/cloud/operators/test_dataproc.py | {
"start": 156041,
"end": 158807
} | class ____:
@mock.patch(DATAPROC_PATH.format("DataprocHook"))
def test_execute(self, mock_hook):
page_token = "page_token"
page_size = 42
filter = 'batch_id=~"a-batch-id*" AND create_time>="2023-07-05T14:25:04.643818Z"'
order_by = "create_time desc"
op = DataprocListBatc... | TestDataprocListBatchesOperator |
python | ray-project__ray | rllib/examples/envs/custom_env_render_method.py | {
"start": 3622,
"end": 7876
} | class ____(gym.Env):
"""Example of a custom env, for which we specify rendering behavior."""
def __init__(self, config):
self.end_pos = config.get("corridor_length", 10)
self.max_steps = config.get("max_steps", 100)
self.cur_pos = 0
self.steps = 0
self.action_space = Dis... | CustomRenderedCorridorEnv |
python | sqlalchemy__sqlalchemy | test/dialect/mssql/test_types.py | {
"start": 4532,
"end": 5753
} | class ____(fixtures.TestBase):
__only_on__ = "mssql"
__backend__ = True
def test_result_processor(self):
expected = datetime.date(2000, 1, 2)
self._assert_result_processor(expected, "2000-01-02")
def _assert_result_processor(self, expected, value):
mssql_date_type = _MSDate()
... | MSDateTypeTest |
python | PrefectHQ__prefect | src/integrations/prefect-docker/prefect_docker/host.py | {
"start": 212,
"end": 643
} | class ____(docker.DockerClient):
"""
Allow context managing Docker Client, but also allow it to be instantiated without.
"""
def __enter__(self):
"""
Enters the context manager.
"""
return self
def __exit__(self, exc_type, exc_val, exc_tb):
"""
Exits... | _ContextManageableDockerClient |
python | realpython__materials | python-maze-solver/source_code_final/src/maze_solver/view/primitives.py | {
"start": 451,
"end": 739
} | class ____(NamedTuple):
start: Point
end: Point
def draw(self, **attributes) -> str:
return tag(
"line",
x1=self.start.x,
y1=self.start.y,
x2=self.end.x,
y2=self.end.y,
**attributes,
)
| Line |
python | conda__conda | conda/api.py | {
"start": 6777,
"end": 10278
} | class ____:
"""
**Beta** While in beta, expect both major and minor changes across minor releases.
High-level management and usage of repodata.json for subdirs.
"""
def __init__(self, channel):
"""
**Beta** While in beta, expect both major and minor changes across minor releases.
... | SubdirData |
python | huggingface__transformers | src/transformers/models/sew/modeling_sew.py | {
"start": 14393,
"end": 15746
} | class ____(GradientCheckpointingLayer):
def __init__(self, config):
super().__init__()
self.attention = SEWAttention(
embed_dim=config.hidden_size,
num_heads=config.num_attention_heads,
dropout=config.attention_dropout,
is_decoder=False,
co... | SEWEncoderLayer |
python | h5py__h5py | h5py/tests/test_dataset.py | {
"start": 39320,
"end": 41183
} | class ____(BaseDataset):
"""
Feature: Datasets auto-created from data produce the correct types
"""
def assert_string_type(self, ds, cset, variable=True):
tid = ds.id.get_type()
self.assertEqual(type(tid), h5py.h5t.TypeStringID)
self.assertEqual(tid.get_cset(), cset)
... | TestAutoCreate |
python | django__django | tests/queries/tests.py | {
"start": 177974,
"end": 178170
} | class ____(TestCase):
def test_ticket_24278(self):
School.objects.create()
qs = School.objects.filter(Q(pk__in=()) | Q())
self.assertSequenceEqual(qs, [])
| TestTicket24279 |
python | kamyu104__LeetCode-Solutions | Python/remove-linked-list-elements.py | {
"start": 128,
"end": 576
} | class ____(object):
# @param {ListNode} head
# @param {integer} val
# @return {ListNode}
def removeElements(self, head, val):
dummy = ListNode(float("-inf"))
dummy.next = head
prev, curr = dummy, dummy.next
while curr:
if curr.val == val:
prev... | Solution |
python | kamyu104__LeetCode-Solutions | Python/erect-the-fence.py | {
"start": 170,
"end": 1791
} | class ____(object):
def outerTrees(self, points):
"""
:type points: List[List[int]]
:rtype: List[List[int]]
"""
# Sort the points lexicographically (tuples are compared lexicographically).
# Remove duplicates to detect the case we have just one unique point.
p... | Solution |
python | pypa__warehouse | tests/unit/accounts/test_forms.py | {
"start": 15355,
"end": 32300
} | class ____:
def test_validate(self, metrics):
captcha_service = pretend.stub(
enabled=False,
verify_response=pretend.call_recorder(lambda _: None),
)
user_service = pretend.stub(
check_password=lambda userid, password, tags=None: True,
find_use... | TestRegistrationForm |
python | apache__airflow | task-sdk/src/airflow/sdk/execution_time/comms.py | {
"start": 30218,
"end": 30519
} | class ____(BaseModel):
dag_id: str
map_index: int | None = None
task_ids: list[str] | None = None
task_group_id: str | None = None
logical_dates: list[AwareDatetime] | None = None
run_ids: list[str] | None = None
type: Literal["GetTaskStates"] = "GetTaskStates"
| GetTaskStates |
python | spyder-ide__spyder | spyder/plugins/variableexplorer/widgets/preferences.py | {
"start": 955,
"end": 7579
} | class ____(QDialog):
"""
Dialog window for setting viewing preferences of dataframe or array editor.
Set the attributes `float_format`, `varying_background` and `global_algo`
to set the options, if necessary. Call `exec_()` to show the dialog to the
user and allow them to interact. Finally, read th... | PreferencesDialog |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/sql/selectable.py | {
"start": 117312,
"end": 128869
} | class ____(
roles.SelectStatementRole,
roles.DMLSelectRole,
roles.CompoundElementRole,
roles.InElementRole,
HasCTE,
SupportsCloneAnnotations,
Selectable,
):
"""Base class for SELECT statements.
This includes :class:`_expression.Select`,
:class:`_expression.CompoundSelect` and
... | SelectBase |
python | pytorch__pytorch | test/dynamo/test_base_hop.py | {
"start": 8991,
"end": 10020
} | class ____(torch.nn.Module):
def forward(self, L_y_: "f32[3, 4]"):
l_y_ = L_y_
subgraph_0 = self.subgraph_0
invoke_quant_test = torch.ops.higher_order.invoke_quant_test(subgraph_0, l_y_, scheme = 'nf4'); subgraph_0 = l_y_ = None
getitem: "f32[3, 4]" = invoke_quant_test[0]; invoke_... | GraphModule |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-github/source_github/github_schema.py | {
"start": 471486,
"end": 471963
} | class ____(sgqlc.types.Type):
"""Autogenerated return type of AddVerifiableDomain"""
__schema__ = github_schema
__field_names__ = ("client_mutation_id", "domain")
client_mutation_id = sgqlc.types.Field(String, graphql_name="clientMutationId")
"""A unique identifier for the client performing the mut... | AddVerifiableDomainPayload |
python | getsentry__sentry | src/sentry/workflow_engine/endpoints/organization_detector_count.py | {
"start": 874,
"end": 1022
} | class ____(TypedDict):
active: int
deactive: int
total: int
@region_silo_endpoint
@extend_schema(tags=["Workflows"])
| DetectorCountResponse |
python | GoogleCloudPlatform__python-docs-samples | appengine/standard/ndb/projection_queries/snippets.py | {
"start": 1037,
"end": 1187
} | class ____(ndb.Model):
type = ndb.StringProperty() # E.g., 'home', 'work'
street = ndb.StringProperty()
city = ndb.StringProperty()
| Address |
python | run-llama__llama_index | llama-index-integrations/tools/llama-index-tools-scrapegraph/examples/complete-scrapegraph-examples.py | {
"start": 498,
"end": 6812
} | class ____(BaseModel):
"""Schema for news article information."""
title: str = Field(description="Article title")
author: str = Field(description="Article author", default="N/A")
date: str = Field(description="Publication date", default="N/A")
summary: str = Field(description="Article summary", def... | NewsArticle |
python | chroma-core__chroma | chromadb/errors.py | {
"start": 1906,
"end": 2093
} | class ____(ChromaError):
@overrides
def code(self) -> int:
return 404
@classmethod
@overrides
def name(cls) -> str:
return "NotFoundError"
| NotFoundError |
python | neetcode-gh__leetcode | python/0678-valid-parenthesis-string.py | {
"start": 30,
"end": 725
} | class ____:
def checkValidString(self, s: str) -> bool:
dp = {(len(s), 0): True} # key=(i, leftCount) -> isValid
def dfs(i, left):
if i == len(s) or left < 0:
return left == 0
if (i, left) in dp:
return dp[(i, left)]
if s[i] == "... | Solution |
python | pytorch__pytorch | torch/testing/_internal/common_pruning.py | {
"start": 6147,
"end": 7112
} | class ____(nn.Module):
r"""Model with only Conv2d layers, some with bias, some in a Sequential and some following.
Activation function modules in between each Sequential layer, functional activations called
in-between each outside layer.
Used to test pruned Conv2d-Bias-Activation-Conv2d fusion."""
... | Conv2dActivation |
python | nedbat__coveragepy | tests/test_report_core.py | {
"start": 1052,
"end": 2315
} | class ____(CoverageTest):
"""Tests of render_report."""
def test_stdout(self) -> None:
fake = FakeReporter(output="Hello!\n")
msgs: list[str] = []
res = render_report("-", fake, [pytest, "coverage"], msgs.append)
assert res == 17.25
assert fake.morfs == [pytest, "coverag... | RenderReportTest |
python | getsentry__sentry | src/sentry/api/serializers/rest_framework/list.py | {
"start": 51,
"end": 215
} | class ____(ListField):
def to_internal_value(self, data):
if data == "":
return ""
return super().to_internal_value(data)
| EmptyListField |
python | python-openxml__python-docx | src/docx/opc/phys_pkg.py | {
"start": 2318,
"end": 3375
} | class ____(PhysPkgReader):
"""Implements |PhysPkgReader| interface for a zip file OPC package."""
def __init__(self, pkg_file):
super(_ZipPkgReader, self).__init__()
self._zipf = ZipFile(pkg_file, "r")
def blob_for(self, pack_uri):
"""Return blob corresponding to `pack_uri`.
... | _ZipPkgReader |
python | run-llama__llama_index | llama-index-integrations/embeddings/llama-index-embeddings-oci-data-science/llama_index/embeddings/oci_data_science/base.py | {
"start": 541,
"end": 11992
} | class ____(BaseEmbedding):
"""
Embedding class for OCI Data Science models.
This class provides methods to generate embeddings using models deployed on
Oracle Cloud Infrastructure (OCI) Data Science. It supports both synchronous
and asynchronous requests and handles authentication, batching, and ot... | OCIDataScienceEmbedding |
python | astropy__astropy | astropy/utils/iers/tests/test_iers.py | {
"start": 4689,
"end": 7779
} | class ____:
@classmethod
def teardown_class(cls):
iers.IERS_A.close()
def test_simple(self):
# Test the IERS A reader. It is also a regression tests that ensures
# values do not get overridden by IERS B; see #4933.
iers_tab = iers.IERS_A.open(IERS_A_EXCERPT)
assert ... | TestIERS_AExcerpt |
python | huggingface__transformers | src/transformers/models/oneformer/modeling_oneformer.py | {
"start": 34770,
"end": 36091
} | class ____(ModelOutput):
r"""
multi_scale_features (`tuple(torch.FloatTensor)`):
Tuple of multi-scale features of scales [1/8, 1/16, 1/32] and shape `(batch_size, num_channels, height,
width)`from the Multi-Scale Deformable Attenntion based Pixel Decoder.
mask_features (`torch.FloatTensor`):... | OneFormerPixelDecoderOutput |
python | paramiko__paramiko | paramiko/packet.py | {
"start": 1351,
"end": 1584
} | class ____(Exception):
"""
Exception indicating a rekey is needed.
"""
pass
def first_arg(e):
arg = None
if type(e.args) is tuple and len(e.args) > 0:
arg = e.args[0]
return arg
| NeedRekeyException |
python | scipy__scipy | scipy/_lib/tests/test__util.py | {
"start": 11496,
"end": 16209
} | class ____:
def test_policy(self):
data = np.array([1, 2, 3, np.nan])
assert _contains_nan(data) # default policy is "propagate"
assert _contains_nan(data, nan_policy="propagate")
assert _contains_nan(data, nan_policy="omit")
assert not _contains_nan(data[:3])
asser... | TestContainsNaN |
python | buildout__buildout | src/zc/buildout/easy_install.py | {
"start": 12250,
"end": 65817
} | class ____(object):
_versions = {}
_required_by = {}
_picked_versions = {}
_download_cache = None
_install_from_cache = False
_prefer_final = True
_use_dependency_links = True
_allow_picked_versions = True
_store_required_by = False
_allow_unknown_extras = False
_namespace_p... | Installer |
python | Pylons__pyramid | docs/quick_tutorial/request_response/tutorial/tests.py | {
"start": 47,
"end": 969
} | class ____(unittest.TestCase):
def setUp(self):
self.config = testing.setUp()
def tearDown(self):
testing.tearDown()
def test_home(self):
from .views import TutorialViews
request = testing.DummyRequest()
inst = TutorialViews(request)
response = inst.home()
... | TutorialViewTests |
python | gwtw__py-sorting | test/heapsort_test.py | {
"start": 403,
"end": 741
} | class ____(unittest.TestCase,
BaseCustomComparisonSortTest,
BasePositiveIntegerSortTest,
BaseNegativeIntegerSortTest,
BaseStringSortTest):
def setUp(self):
self.sort = heapsort.sort
if __name__ == '__main__':
unittest.m... | HeapsortSortTest |
python | matplotlib__matplotlib | lib/matplotlib/backend_tools.py | {
"start": 5045,
"end": 7585
} | class ____(ToolBase):
"""
Toggleable tool.
Every time it is triggered, it switches between enable and disable.
Parameters
----------
``*args``
Variable length argument to be used by the Tool.
``**kwargs``
`toggled` if present and True, sets the initial state of the Tool
... | ToolToggleBase |
python | walkccc__LeetCode | solutions/2330. Valid Palindrome IV/2330.py | {
"start": 0,
"end": 254
} | class ____:
def makePalindrome(self, s: str) -> bool:
change = 0
l = 0
r = len(s) - 1
while l < r:
if s[l] != s[r]:
change += 1
if change > 2:
return False
l += 1
r -= 1
return True
| Solution |
python | apache__airflow | providers/microsoft/azure/src/airflow/providers/microsoft/azure/triggers/wasb.py | {
"start": 3944,
"end": 7456
} | class ____(BaseTrigger):
"""
Check for the existence of a blob with the given prefix in the provided container.
WasbPrefixSensorTrigger is fired as a deferred class with params to run the task in trigger.
:param container_name: name of the container in which the blob should be searched for
:param ... | WasbPrefixSensorTrigger |
python | huggingface__transformers | src/transformers/models/emu3/modeling_emu3.py | {
"start": 28385,
"end": 30868
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.num_resolutions = len(config.channel_multiplier)
self.num_res_blocks = config.num_res_blocks
quant_channels = config.embed_dim
block_in = config.base_channels * config.channel_multiplier[-1]
... | Emu3VQVAEUpBlock |
python | apache__airflow | providers/amazon/src/airflow/providers/amazon/aws/links/step_function.py | {
"start": 952,
"end": 1514
} | class ____(BaseAwsLink):
"""Helper class for constructing link to State Machine details page."""
name = "State Machine Details"
key = "_state_machine_details"
format_str = (
BASE_AWS_CONSOLE_LINK + "/states/home?region={region_name}#/statemachines/view/{state_machine_arn}"
)
def format... | StateMachineDetailsLink |
python | gevent__gevent | src/gevent/_ffi/watcher.py | {
"start": 17895,
"end": 17949
} | class ____(object):
_watcher_type = 'idle'
| IdleMixin |
python | ipython__ipython | IPython/core/autocall.py | {
"start": 1319,
"end": 1593
} | class ____(IPyAutocall):
"""An autocallable object which will be added to the user namespace so that
exit, exit(), quit or quit() are all valid ways to close the shell."""
rewrite = False
def __call__(self):
self._ip.ask_exit()
| ExitAutocall |
python | huggingface__transformers | tests/generation/test_candidate_generator.py | {
"start": 4280,
"end": 4760
} | class ____:
"""A simple mock tokenizer class that supports weak references."""
def __init__(self, vocab=None):
self._vocab = vocab or {}
def get_vocab(self):
return self._vocab
def __call__(self, text, add_special_tokens=True):
# Mock implementation of the __call__ method
... | MockTokenizer |
python | astropy__astropy | astropy/modeling/projections.py | {
"start": 26598,
"end": 27467
} | class ____(Projection):
r"""Base class for conic projections.
In conic projections, the sphere is thought to be projected onto
the surface of a cone which is then opened out.
In a general sense, the pixel-to-sky transformation is defined as:
.. math::
\phi &= \arg\left(\frac{Y_0 - y}{R_\... | Conic |
python | pandas-dev__pandas | pandas/tests/indexes/numeric/test_astype.py | {
"start": 134,
"end": 3618
} | class ____:
def test_astype_float64_to_uint64(self):
# GH#45309 used to incorrectly return Index with int64 dtype
idx = Index([0.0, 5.0, 10.0, 15.0, 20.0], dtype=np.float64)
result = idx.astype("u8")
expected = Index([0, 5, 10, 15, 20], dtype=np.uint64)
tm.assert_index_equal(... | TestAstype |
python | PrefectHQ__prefect | src/prefect/cache_policies.py | {
"start": 10890,
"end": 12749
} | class ____(CachePolicy):
"""
Policy that computes a cache key based on a hash of the runtime inputs provided to the task..
"""
exclude: list[str] = field(default_factory=lambda: [])
def compute_key(
self,
task_ctx: TaskRunContext,
inputs: dict[str, Any],
flow_parame... | Inputs |
python | huggingface__transformers | src/transformers/models/tapas/modeling_tapas.py | {
"start": 21236,
"end": 21934
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.transform = TapasPredictionHeadTransform(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.hidden_si... | TapasLMPredictionHead |
python | imageio__imageio | imageio/plugins/feisem.py | {
"start": 725,
"end": 3360
} | class ____(TiffFormat):
"""See :mod:`imageio.plugins.feisem`"""
def _can_write(self, request):
return False # FEI-SEM only supports reading
class Reader(TiffFormat.Reader):
def _get_data(self, index=0, discard_watermark=True, watermark_height=70):
"""Get image and metadata fro... | FEISEMFormat |
python | getsentry__sentry | src/sentry/snuba/query_sources.py | {
"start": 24,
"end": 129
} | class ____(Enum):
FRONTEND = "frontend"
API = "api"
SENTRY_BACKEND = "sentry_backend"
| QuerySource |
python | huggingface__transformers | src/transformers/models/llava_next/image_processing_llava_next.py | {
"start": 1602,
"end": 3709
} | class ____(ImagesKwargs, total=False):
r"""
image_grid_pinpoints (`list[list[int]]`, *optional*):
A list of possible resolutions to use for processing high resolution images. The best resolution is selected
based on the original size of the image. Can be overridden by `image_grid_pinpoints` in t... | LlavaNextImageProcessorKwargs |
python | dagster-io__dagster | python_modules/libraries/dagster-airbyte/dagster_airbyte/managed/generated/destinations.py | {
"start": 8949,
"end": 10580
} | class ____(GeneratedAirbyteDestination):
@public
def __init__(
self,
name: str,
host: str,
port: int,
database: str,
username: str,
password: Optional[str] = None,
jdbc_url_params: Optional[str] = None,
ssl: Optional[bool] = None,
):
... | ClickhouseDestination |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/sql/schema.py | {
"start": 10126,
"end": 59297
} | class ____(
DialectKWArgs, HasSchemaAttr, TableClause, inspection.Inspectable["Table"]
):
r"""Represent a table in a database.
e.g.::
mytable = Table(
"mytable",
metadata,
Column("mytable_id", Integer, primary_key=True),
Column("value", String(50)),
... | Table |
python | simonw__datasette | datasette/app.py | {
"start": 77147,
"end": 88408
} | class ____:
def __init__(self, datasette, routes):
self.ds = datasette
self.routes = routes or []
async def __call__(self, scope, receive, send):
# Because we care about "foo/bar" v.s. "foo%2Fbar" we decode raw_path ourselves
path = scope["path"]
raw_path = scope.get("ra... | DatasetteRouter |
python | astropy__astropy | astropy/timeseries/binned.py | {
"start": 408,
"end": 16645
} | class ____(BaseTimeSeries):
"""
A class to represent binned time series data in tabular form.
`~astropy.timeseries.BinnedTimeSeries` provides a class for
representing time series as a collection of values of different
quantities measured in time bins (for time series with values
sampled at spec... | BinnedTimeSeries |
python | tensorflow__tensorflow | tensorflow/python/framework/composite_tensor_test.py | {
"start": 3232,
"end": 17464
} | class ____(test_util.TensorFlowTestCase, parameterized.TestCase):
@parameterized.parameters([
{'structure': CT(0),
'expected': [0],
'paths': [('CT',)]},
{'structure': CT('a'),
'expected': ['a'],
'paths': [('CT',)]},
{'structure': CT(['a', 'b', 'c']),
'expected': [... | CompositeTensorTest |
python | great-expectations__great_expectations | contrib/experimental/great_expectations_experimental/expectations/expect_column_values_to_not_be_null_and_column_to_not_be_empty.py | {
"start": 1260,
"end": 13504
} | class ____(ColumnMapExpectation):
"""Expect column values to not be null and column to not be empty.
To be counted as an exception, values must be explicitly null or missing, such as a NULL in PostgreSQL or an
np.NaN in pandas. Empty strings don't count as null unless they have been coerced to a null type.... | ExpectColumnValuesToNotBeNullAndColumnToNotBeEmpty |
python | dagster-io__dagster | examples/docs_snippets/docs_snippets/integrations/snowflake/pandas_and_pyspark.py | {
"start": 406,
"end": 1648
} | class ____(SnowflakeIOManager):
@staticmethod
def type_handlers():
"""type_handlers should return a list of the TypeHandlers that the I/O manager can use.
Here we return the SnowflakePandasTypeHandler and SnowflakePySparkTypeHandler so that the I/O
manager can store Pandas DataFrames and... | SnowflakePandasPySparkIOManager |
python | Farama-Foundation__Gymnasium | tests/utils/test_env_checker_with_gym.py | {
"start": 281,
"end": 443
} | class ____(gym.Env):
def __init__(self):
self.action_space = gym.spaces.Discrete(2)
self.observation_space = gym.spaces.Discrete(2)
| IncorrectEnv |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-s3/source_s3/source.py | {
"start": 199,
"end": 3274
} | class ____(SourceFilesAbstractSpec, BaseModel):
class Config:
title = "S3 Source Spec"
class S3Provider(BaseModel):
class Config:
title = "S3: Amazon Web Services"
# SourceFilesAbstractSpec field are ordered 10 apart to allow subclasses to insert their own spec's fields ... | SourceS3Spec |
python | HypothesisWorks__hypothesis | hypothesis-python/src/hypothesis/strategies/_internal/shared.py | {
"start": 723,
"end": 2214
} | class ____(SearchStrategy[Ex]):
def __init__(self, base: SearchStrategy[Ex], key: Hashable | None = None):
super().__init__()
self.key = key
self.base = base
def __repr__(self) -> str:
if self.key is not None:
return f"shared({self.base!r}, key={self.key!r})"
... | SharedStrategy |
python | xlwings__xlwings | xlwings/constants.py | {
"start": 128856,
"end": 146077
} | class ____(Enum):
# With Python 3.11+ you can use StrEnum
generic = "Generic"
accessibility = "Accessibility"
airplane = "Airplane"
airplane_take_off = "AirplaneTakeOff"
album = "Album"
alert = "Alert"
alert_urgent = "AlertUrgent"
animal = "Animal"
animal_cat = "AnimalCat"
an... | ObjectHandleIcons |
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