language stringclasses 1
value | repo stringclasses 346
values | path stringlengths 6 201 | class_span dict | source stringlengths 21 2.38M | target stringlengths 1 96 |
|---|---|---|---|---|---|
python | pytorch__pytorch | test/mkldnn_verbose.py | {
"start": 32,
"end": 637
} | class ____(torch.nn.Module):
def __init__(self) -> None:
super().__init__()
self.conv = torch.nn.Conv2d(1, 10, 5, 1)
def forward(self, x):
y = self.conv(x)
return y
def run_model(level):
m = Module().eval()
d = torch.rand(1, 1, 112, 112)
with torch.backends.mkldnn.... | Module |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_table30.py | {
"start": 315,
"end": 920
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("table30.xlsx")
def test_create_file(self):
"""Test the creation of a simple XlsxWriter file with tables."""
workbook = Workbook(se... | TestCompareXLSXFiles |
python | kamyu104__LeetCode-Solutions | Python/divide-intervals-into-minimum-number-of-groups.py | {
"start": 73,
"end": 505
} | class ____(object):
def minGroups(self, intervals):
"""
:type intervals: List[List[int]]
:rtype: int
"""
events = collections.Counter()
for l, r in intervals:
events[l] += 1
events[r+1] -= 1
result = curr = 0
for t in sorted(eve... | Solution |
python | plotly__plotly.py | plotly/graph_objs/barpolar/marker/colorbar/_tickformatstop.py | {
"start": 233,
"end": 8554
} | class ____(_BaseTraceHierarchyType):
_parent_path_str = "barpolar.marker.colorbar"
_path_str = "barpolar.marker.colorbar.tickformatstop"
_valid_props = {"dtickrange", "enabled", "name", "templateitemname", "value"}
@property
def dtickrange(self):
"""
range [*min*, *max*], where ... | Tickformatstop |
python | dagster-io__dagster | python_modules/dagster/dagster_tests/definitions_tests/test_default_io_manager.py | {
"start": 663,
"end": 3405
} | class ____(PickledObjectFilesystemIOManager):
def __init__(self, ctx):
super().__init__(base_dir="/tmp/dagster/foo-io-manager")
assert ctx.instance
foo_io_manager_def = dg.IOManagerDefinition(
resource_fn=FooIoManager,
config_schema={},
)
@dg.op
def foo_io_manager_op(context):
assert... | FooIoManager |
python | huggingface__transformers | tests/models/falcon_h1/test_modeling_falcon_h1.py | {
"start": 15821,
"end": 23736
} | class ____(unittest.TestCase):
@slow
def test_falcon_h1_hard(self):
"""
An integration test for Falcon-H1.
"""
EXPECTED_TEXT_DEFAULT = """
user
Tell me about the french revolution.
assistant
The French Revolution (1789–1799) was a p... | FalconH1ModelIntegrationTest |
python | pypa__pip | src/pip/_vendor/pygments/formatter.py | {
"start": 465,
"end": 4390
} | class ____:
"""
Converts a token stream to text.
Formatters should have attributes to help selecting them. These
are similar to the corresponding :class:`~pygments.lexer.Lexer`
attributes.
.. autoattribute:: name
:no-value:
.. autoattribute:: aliases
:no-value:
.. autoa... | Formatter |
python | astropy__astropy | astropy/io/votable/exceptions.py | {
"start": 36526,
"end": 36927
} | class ____(VOTableSpecWarning):
"""
The column fields as defined using ``FIELD`` elements do not match
those in the headers of the embedded PARQUET file. If ``verify`` is not
``'exception'``, the embedded PARQUET file will take precedence.
"""
message_template = (
"The fields defined i... | W56 |
python | aio-libs__aiohttp | aiohttp/_websocket/models.py | {
"start": 265,
"end": 626
} | class ____(IntEnum):
OK = 1000
GOING_AWAY = 1001
PROTOCOL_ERROR = 1002
UNSUPPORTED_DATA = 1003
ABNORMAL_CLOSURE = 1006
INVALID_TEXT = 1007
POLICY_VIOLATION = 1008
MESSAGE_TOO_BIG = 1009
MANDATORY_EXTENSION = 1010
INTERNAL_ERROR = 1011
SERVICE_RESTART = 1012
TRY_AGAIN_LATE... | WSCloseCode |
python | oauthlib__oauthlib | tests/openid/connect/core/grant_types/test_implicit.py | {
"start": 6762,
"end": 7637
} | class ____(OpenIDImplicitTest):
def setUp(self):
super().setUp()
self.request.response_type = 'id_token'
token = 'MOCKED_TOKEN'
self.url_query = 'https://a.b/cb?state=abc&id_token=%s' % token
self.url_fragment = 'https://a.b/cb#state=abc&id_token=%s' % token
@mock.patch(... | OpenIDImplicitNoAccessTokenTest |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 491442,
"end": 492003
} | class ____(sgqlc.types.Type):
"""
See source code for more info.
"""
__schema__ = graphql_schema
__field_names__ = ("organization", "permission", "source")
organization = sgqlc.types.Field(
sgqlc.types.non_null("Organization"), graphql_name="organization"
)
permission = sgqlc.ty... | PermissionSource |
python | pyparsing__pyparsing | pyparsing/core.py | {
"start": 133374,
"end": 143054
} | class ____(Token):
r"""
Token for matching strings that are delimited by quoting characters.
Defined with the following parameters:
- ``quote_char`` - string of one or more characters defining the
quote delimiting string
- ``esc_char`` - character to re_escape quotes, typically backslash
... | QuotedString |
python | kamyu104__LeetCode-Solutions | Python/zero-array-transformation-ii.py | {
"start": 70,
"end": 1030
} | class ____(object):
def minZeroArray(self, nums, queries):
"""
:type nums: List[int]
:type queries: List[List[int]]
:rtype: int
"""
def binary_search(left, right, check):
while left <= right:
mid = left+(right-left)//2
if ch... | Solution |
python | django-haystack__django-haystack | test_haystack/elasticsearch7_tests/test_backend.py | {
"start": 59888,
"end": 62602
} | class ____(TestCase):
def setUp(self):
super().setUp()
# Wipe it clean.
self.raw_es = elasticsearch.Elasticsearch(
settings.HAYSTACK_CONNECTIONS["elasticsearch"]["URL"]
)
clear_elasticsearch_index()
# Stow.
self.old_ui = connections["elasticsearc... | Elasticsearch7BoostBackendTestCase |
python | tensorflow__tensorflow | tensorflow/python/distribute/coordinator/get_task_states_test.py | {
"start": 6157,
"end": 6438
} | class ____(GetTaskStatesTest, test.TestCase):
"""This covers the cases where multiple workers and PS are used."""
def setUp(self):
super().setUp(2, 2)
if __name__ == "__main__":
v2_compat.enable_v2_behavior()
multi_process_runner.test_main()
| MultiWorkerGetTaskStatesTest |
python | jazzband__django-polymorphic | src/polymorphic/models.py | {
"start": 538,
"end": 594
} | class ____(LookupError):
pass
| PolymorphicTypeUndefined |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/sensors/test_quicksight.py | {
"start": 1385,
"end": 3862
} | class ____:
def setup_method(self):
self.default_op_kwargs = {
"task_id": "quicksight_sensor",
"aws_conn_id": None,
"data_set_id": DATA_SET_ID,
"ingestion_id": INGESTION_ID,
}
def test_init(self):
self.default_op_kwargs.pop("aws_conn_id", ... | TestQuickSightSensor |
python | allegroai__clearml | clearml/utilities/gpu/pynvml.py | {
"start": 57123,
"end": 58122
} | class ____(_PrintableStructure):
_fields_ = [
('sessionId', c_uint),
('pid', c_uint),
('vgpuInstance', _nvmlVgpuInstance_t),
('displayOrdinal', c_uint),
('sessionType', c_uint),
('sessionFlags', c_uint),
('hMaxResolution', c_uint),
('vMaxResolution', c... | c_nvmlFBCSession_t |
python | sqlalchemy__sqlalchemy | examples/association/dict_of_sets_with_default.py | {
"start": 1433,
"end": 1879
} | class ____(Base):
__tablename__ = "a"
associations: Mapped[Mapping[str, B]] = relationship(
"B",
collection_class=lambda: GenDefaultCollection(
operator.attrgetter("key")
),
)
collections: AssociationProxy[dict[str, set[int]]] = association_proxy(
"associatio... | A |
python | PrefectHQ__prefect | src/prefect/context.py | {
"start": 13633,
"end": 16653
} | class ____(RunContext):
"""
The context for a flow run. Data in this context is only available from within a
flow run function.
Attributes:
flow: The flow instance associated with the run
flow_run: The API metadata for the flow run
task_runner: The task runner instance being use... | EngineContext |
python | encode__django-rest-framework | tests/test_request.py | {
"start": 10113,
"end": 10422
} | class ____(TestCase):
def test_default_secure_false(self):
request = Request(factory.get('/', secure=False))
assert request.scheme == 'http'
def test_default_secure_true(self):
request = Request(factory.get('/', secure=True))
assert request.scheme == 'https'
| TestSecure |
python | huggingface__transformers | tests/models/sam/test_image_processing_sam.py | {
"start": 4049,
"end": 13134
} | class ____(ImageProcessingTestMixin, unittest.TestCase):
image_processing_class = SamImageProcessor if is_vision_available() else None
fast_image_processing_class = SamImageProcessorFast if is_torchvision_available() else None
def setUp(self):
super().setUp()
self.image_processor_tester = S... | SamImageProcessingTest |
python | ansible__ansible | lib/ansible/module_utils/common/arg_spec.py | {
"start": 2787,
"end": 11219
} | class ____:
"""Argument spec validation class
Creates a validator based on the ``argument_spec`` that can be used to
validate a number of parameters using the :meth:`validate` method.
"""
def __init__(self, argument_spec,
mutually_exclusive=None,
required_together... | ArgumentSpecValidator |
python | ray-project__ray | release/llm_tests/serve/test_llm_serve_correctness.py | {
"start": 2396,
"end": 7811
} | class ____:
def __init__(
self,
tensor_parallel_size: int = 1,
pipeline_parallel_size: int = 1,
model_id: str = MODEL_ID,
):
self.tensor_parallel_size = tensor_parallel_size
self.pipeline_parallel_size = pipeline_parallel_size
self.model_id = model_id
... | VllmServer |
python | facebook__pyre-check | source/interprocedural_analyses/taint/test/integration/model_query_annotated.py | {
"start": 276,
"end": 336
} | class ____(Enum):
RED = 1
GREEN = 2
BLUE = 3
| Color |
python | django__django | tests/foreign_object/tests.py | {
"start": 23742,
"end": 25491
} | class ____(SimpleTestCase):
@isolate_apps("foreign_object")
def test_check_composite_foreign_object(self):
class Parent(models.Model):
a = models.PositiveIntegerField()
b = models.PositiveIntegerField()
class Meta:
unique_together = (("a", "b"),)
... | TestModelCheckTests |
python | run-llama__llama_index | llama-index-integrations/readers/llama-index-readers-lilac/llama_index/readers/lilac/base.py | {
"start": 314,
"end": 3894
} | class ____(BaseReader):
"""
Lilac dataset reader.
"""
def load_data(
self,
dataset: str,
text_path: "Path" = "text",
doc_id_path: Optional["Path"] = "doc_id",
columns: Optional[List["ColumnId"]] = None,
filters: Optional[List["FilterLike"]] = None,
... | LilacReader |
python | getsentry__sentry | fixtures/safe_migrations_apps/bad_flow_delete_field_double_pending_app/migrations/0002_delete_pending.py | {
"start": 190,
"end": 507
} | class ____(CheckedMigration):
dependencies = [
("bad_flow_delete_field_double_pending_app", "0001_initial"),
]
operations = [
SafeRemoveField(
model_name="testtable",
name="field",
deletion_action=DeletionAction.MOVE_TO_PENDING,
),
]
| Migration |
python | ray-project__ray | python/ray/serve/tests/test_https_proxy.py | {
"start": 1743,
"end": 11053
} | class ____:
def test_https_basic_deployment(self, https_serve_instance):
"""Test basic HTTPS deployment functionality."""
@serve.deployment
def hello():
return "Hello HTTPS!"
serve.run(hello.bind())
# Test HTTPS request with certificate verification disabled fo... | TestHTTPSProxy |
python | getsentry__sentry | src/sentry/api/fields/actor.py | {
"start": 287,
"end": 611
} | class ____(serializers.Field):
def __init__(self, *args, **kwds):
super().__init__(*args, **kwds)
def to_representation(self, value):
return value.identifier
def to_internal_value(self, data) -> Actor | None:
return parse_and_validate_actor(data, self.context["organization"].id)
| ActorField |
python | ansible__ansible | test/lib/ansible_test/_internal/commands/integration/cloud/digitalocean.py | {
"start": 739,
"end": 1498
} | class ____(CloudEnvironment):
"""Updates integration test environment after delegation. Will setup the config file as parameter."""
def get_environment_config(self) -> CloudEnvironmentConfig:
"""Return environment configuration for use in the test environment after delegation."""
parser = confi... | DigitalOceanCloudEnvironment |
python | huggingface__transformers | src/transformers/models/pix2struct/image_processing_pix2struct.py | {
"start": 8185,
"end": 20061
} | class ____(BaseImageProcessor):
r"""
Constructs a Pix2Struct image processor.
Args:
do_convert_rgb (`bool`, *optional*, defaults to `True`):
Whether to convert the image to RGB.
do_normalize (`bool`, *optional*, defaults to `True`):
Whether to normalize the image. Ca... | Pix2StructImageProcessor |
python | catalyst-team__catalyst | catalyst/contrib/data/reader.py | {
"start": 4442,
"end": 5229
} | class ____(object):
"""Abstraction to compose several readers into one open function."""
def __init__(self, transforms: List[IReader]):
"""
Args:
transforms: list of reader to compose
"""
self.transforms = transforms
def __call__(self, element):
"""
... | ReaderCompose |
python | huggingface__transformers | src/transformers/models/gemma2/configuration_gemma2.py | {
"start": 1321,
"end": 10374
} | class ____(PreTrainedConfig):
r"""
This is the configuration class to store the configuration of a [`Gemma2Model`]. It is used to instantiate an Gemma2
model according to the specified arguments, defining the model architecture. Instantiating a configuration with the
defaults will yield a similar config... | Gemma2Config |
python | bokeh__bokeh | src/bokeh/core/property/dataspec.py | {
"start": 12291,
"end": 12468
} | class ____(DataSpec):
def __init__(self, default, *, help: str | None = None) -> None:
super().__init__(Enum(enums.FontStyle), default=default, help=help)
| FontStyleSpec |
python | ray-project__ray | python/ray/data/_internal/planner/exchange/push_based_shuffle_task_scheduler.py | {
"start": 12596,
"end": 15357
} | class ____:
def __init__(
self,
stage: _PushBasedShuffleStage,
shuffle_reduce,
all_merge_results: List[List[List[ObjectRef]]],
ray_remote_args,
reduce_args: List[Any],
_debug_limit_execution_to_num_blocks: Optional[int],
):
self._shuffle_reduce = s... | _ReduceStageIterator |
python | ethereum__web3.py | ens/_normalization.py | {
"start": 1292,
"end": 1355
} | class ____(Enum):
EMOJI = "emoji"
TEXT = "text"
| TokenType |
python | getsentry__sentry | src/sentry/analytics/events/onboarding_complete.py | {
"start": 76,
"end": 230
} | class ____(analytics.Event):
user_id: int
organization_id: int
referrer: str
analytics.register(OnboardingCompleteEvent)
| OnboardingCompleteEvent |
python | Textualize__textual | tests/text_area/test_messages.py | {
"start": 199,
"end": 3152
} | class ____(App):
def __init__(self):
super().__init__()
self.messages = []
@on(TextArea.Changed)
@on(TextArea.SelectionChanged)
def message_received(self, message: Message):
self.messages.append(message)
def compose(self) -> ComposeResult:
yield TextArea("123")
de... | TextAreaApp |
python | pytorch__pytorch | test/test_tensorboard.py | {
"start": 20560,
"end": 26925
} | class ____(BaseTestCase):
def test_pytorch_graph(self):
dummy_input = (torch.zeros(1, 3),)
class myLinear(torch.nn.Module):
def __init__(self) -> None:
super().__init__()
self.l = torch.nn.Linear(3, 5)
def forward(self, x):
re... | TestTensorBoardPytorchGraph |
python | tiangolo__fastapi | docs_src/extra_models/tutorial002.py | {
"start": 300,
"end": 824
} | class ____(UserBase):
hashed_password: str
def fake_password_hasher(raw_password: str):
return "supersecret" + raw_password
def fake_save_user(user_in: UserIn):
hashed_password = fake_password_hasher(user_in.password)
user_in_db = UserInDB(**user_in.dict(), hashed_password=hashed_password)
print... | UserInDB |
python | MongoEngine__mongoengine | tests/test_common.py | {
"start": 95,
"end": 362
} | class ____:
def test__import_class(self):
doc_cls = _import_class("Document")
assert doc_cls is Document
def test__import_class_raise_if_not_known(self):
with pytest.raises(ValueError):
_import_class("UnknownClass")
| TestCommon |
python | django__django | tests/datatypes/models.py | {
"start": 585,
"end": 729
} | class ____(models.Model):
baked_date = models.DateField(auto_now_add=True)
baked_timestamp = models.DateTimeField(auto_now_add=True)
| RumBaba |
python | run-llama__llama_index | llama-index-integrations/embeddings/llama-index-embeddings-ollama/tests/test_embeddings_ollama.py | {
"start": 2015,
"end": 8839
} | class ____:
"""Test cases for the new instruction functionality."""
def test_instruction_fields_default_none(self):
"""Test that instruction fields default to None."""
embedder = OllamaEmbedding(model_name="test-model")
assert embedder.query_instruction is None
assert embedder.t... | TestInstructionFunctionality |
python | scipy__scipy | scipy/signal/tests/test_signaltools.py | {
"start": 20890,
"end": 37982
} | class ____:
@skip_xp_backends("torch", reason="dtypes do not match")
@pytest.mark.parametrize('axes', ['', None, 0, [0], -1, [-1]])
def test_real(self, axes, xp):
a = xp.asarray([1, 2, 3])
expected = xp.asarray([1, 4, 10, 12, 9.])
if axes == '':
out = fftconvolve(a, a)
... | TestFFTConvolve |
python | pytorch__pytorch | benchmarks/operator_benchmark/pt/qunary_test.py | {
"start": 562,
"end": 4740
} | class ____(op_bench.TorchBenchmarkBase):
def init(self, M, N, dtype, op_func):
f_input = torch.rand(M, N)
scale = 1.0
zero_point = 0
self.inputs = {
"q_input": torch.quantize_per_tensor(
f_input, scale=scale, zero_point=zero_point, dtype=dtype
... | QUnaryOpBenchmark |
python | wandb__wandb | wandb/vendor/pygments/lexers/webmisc.py | {
"start": 1786,
"end": 33366
} | class ____(ExtendedRegexLexer):
"""
An XQuery lexer, parsing a stream and outputting the tokens needed to
highlight xquery code.
.. versionadded:: 1.4
"""
name = 'XQuery'
aliases = ['xquery', 'xqy', 'xq', 'xql', 'xqm']
filenames = ['*.xqy', '*.xquery', '*.xq', '*.xql', '*.xqm']
mime... | XQueryLexer |
python | kamyu104__LeetCode-Solutions | Python/maximum-star-sum-of-a-graph.py | {
"start": 60,
"end": 1851
} | class ____(object):
def maxStarSum(self, vals, edges, k):
"""
:type vals: List[int]
:type edges: List[List[int]]
:type k: int
:rtype: int
"""
def nth_element(nums, n, compare=lambda a, b: a < b):
def tri_partition(nums, left, right, target, compare... | Solution |
python | readthedocs__readthedocs.org | readthedocs/api/v3/serializers.py | {
"start": 29762,
"end": 30425
} | class ____(BaseLinksSerializer):
_self = serializers.SerializerMethodField()
parent = serializers.SerializerMethodField()
def get__self(self, obj):
path = reverse(
"projects-subprojects-detail",
kwargs={
"parent_lookup_parent__slug": obj.parent.slug,
... | SubprojectLinksSerializer |
python | pexpect__pexpect | tests/test_constructor.py | {
"start": 1023,
"end": 1948
} | class ____(PexpectTestCase.PexpectTestCase):
def test_constructor (self):
'''This tests that the constructor will work and give
the same results for different styles of invoking __init__().
This assumes that the root directory / is static during the test.
'''
p1 = pexpect.spa... | TestCaseConstructor |
python | gevent__gevent | src/gevent/tests/test__monkey_module_run.py | {
"start": 411,
"end": 4368
} | class ____(greentest.TestCase):
maxDiff = None
def setUp(self):
self.abs_pythonpath = absolute_pythonpath() # before we cd
self.cwd = os.getcwd()
os.chdir(os.path.dirname(__file__))
def tearDown(self):
os.chdir(self.cwd)
def _run(self, script, module=False):
en... | TestRun |
python | langchain-ai__langchain | libs/core/langchain_core/runnables/base.py | {
"start": 214242,
"end": 214416
} | class ____(Protocol[Input, Output]):
def __call__(
self, _in: Iterator[Input], /, *, config: RunnableConfig
) -> Iterator[Output]: ...
| _RunnableCallableIterator |
python | pandas-dev__pandas | pandas/io/excel/_base.py | {
"start": 51981,
"end": 67543
} | class ____:
"""
Class for parsing tabular Excel sheets into DataFrame objects.
See read_excel for more documentation.
Parameters
----------
path_or_buffer : str, bytes, pathlib.Path,
A file-like object, xlrd workbook or openpyxl workbook.
If a string or path object, expected to... | ExcelFile |
python | ray-project__ray | rllib/policy/torch_policy.py | {
"start": 1663,
"end": 48994
} | class ____(Policy):
"""PyTorch specific Policy class to use with RLlib."""
def __init__(
self,
observation_space: gym.spaces.Space,
action_space: gym.spaces.Space,
config: AlgorithmConfigDict,
*,
model: Optional[TorchModelV2] = None,
loss: Optional[
... | TorchPolicy |
python | getsentry__sentry | src/sentry/incidents/endpoints/project_alert_rule_task_details.py | {
"start": 746,
"end": 2504
} | class ____(ProjectEndpoint):
owner = ApiOwner.ISSUES
publish_status = {
"GET": ApiPublishStatus.PRIVATE,
}
permission_classes = (ProjectSettingPermission,)
def get(self, request: Request, project, task_uuid) -> Response:
"""
Retrieve the status of the async task
Ret... | ProjectAlertRuleTaskDetailsEndpoint |
python | huggingface__transformers | src/transformers/models/prompt_depth_anything/image_processing_prompt_depth_anything.py | {
"start": 3453,
"end": 25202
} | class ____(BaseImageProcessor):
r"""
Constructs a PromptDepthAnything image processor.
Args:
do_resize (`bool`, *optional*, defaults to `True`):
Whether to resize the image's (height, width) dimensions. Can be overridden by `do_resize` in `preprocess`.
size (`dict[str, int]` *op... | PromptDepthAnythingImageProcessor |
python | getsentry__sentry | src/sentry/utils/cursors.py | {
"start": 2216,
"end": 2560
} | class ____(Cursor):
@classmethod
def from_string(cls, cursor_str: str) -> Cursor:
bits = cursor_str.split(":")
if len(bits) != 3:
raise ValueError
try:
return Cursor(bits[0], int(bits[1]), int(bits[2]))
except (TypeError, ValueError):
raise Val... | EAPPageTokenCursor |
python | pandas-dev__pandas | pandas/core/base.py | {
"start": 2977,
"end": 4249
} | class ____:
"""
Mixin which prevents adding new attributes.
Prevents additional attributes via xxx.attribute = "something" after a
call to `self.__freeze()`. Mainly used to prevent the user from using
wrong attributes on an accessor (`Series.cat/.str/.dt`).
If you really want to add a new attr... | NoNewAttributesMixin |
python | joke2k__faker | tests/providers/test_date_time.py | {
"start": 46908,
"end": 47424
} | class ____(unittest.TestCase):
def setUp(self):
self.fake = Faker("ja_JP")
Faker.seed(0)
def test_day(self):
day = self.fake.day_of_week()
assert day in JaJpProvider.DAY_NAMES.values()
def test_month(self):
month = self.fake.month_name()
assert month in JaJp... | TestJaJp |
python | huggingface__transformers | src/transformers/models/seamless_m4t_v2/modeling_seamless_m4t_v2.py | {
"start": 31734,
"end": 32393
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.layers = nn.ModuleList(
SeamlessM4Tv2ConformerAdapterLayer(config) for _ in range(config.num_adapter_layers)
)
def forward(self, hidden_states, attention_mask):
# down project hidden_states i... | SeamlessM4Tv2ConformerAdapter |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/nocover/test_stateful.py | {
"start": 9019,
"end": 9226
} | class ____(RuleBasedStateMachine):
values = Bundle("values")
@rule(target=values, value=st.lists(values))
def f(self, value):
assert len(value) == 0
return value
| SourceSameAsTarget |
python | sanic-org__sanic | tests/test_exceptions_handler.py | {
"start": 403,
"end": 8681
} | class ____(ServerError):
pass
@pytest.fixture
def exception_handler_app():
exception_handler_app = Sanic("test_exception_handler")
@exception_handler_app.route("/1", error_format="html")
def handler_1(request):
raise BadRequest("OK")
@exception_handler_app.route("/2", error_format="html"... | ErrorWithRequestCtx |
python | mlflow__mlflow | mlflow/genai/git_versioning/git_info.py | {
"start": 282,
"end": 389
} | class ____(Exception):
"""Raised when a git operation fails"""
@dataclass(kw_only=True)
| GitOperationError |
python | doocs__leetcode | lcof2/剑指 Offer II 084. 含有重复元素集合的全排列/Solution.py | {
"start": 0,
"end": 602
} | class ____:
def permuteUnique(self, nums: List[int]) -> List[List[int]]:
n = len(nums)
res = []
path = [0] * n
used = [False] * n
nums.sort()
def dfs(u):
if u == n:
res.append(path.copy())
return
for i in range(... | Solution |
python | pandas-dev__pandas | pandas/tests/indexing/multiindex/test_partial.py | {
"start": 154,
"end": 8358
} | class ____:
def test_getitem_partial_int(self):
# GH 12416
# with single item
l1 = [10, 20]
l2 = ["a", "b"]
df = DataFrame(index=range(2), columns=MultiIndex.from_product([l1, l2]))
expected = DataFrame(index=range(2), columns=l2)
result = df[20]
tm.as... | TestMultiIndexPartial |
python | tensorflow__tensorflow | tensorflow/compiler/mlir/quantization/stablehlo/python/integration_test/quantize_model_test.py | {
"start": 41468,
"end": 52648
} | class ____(quantize_model_test_base.QuantizedModelTest):
@parameterized.parameters(
testing.parameter_combinations([{
'bias_fn': (
None,
nn_ops.bias_add,
),
'activation_fn': (
None,
nn_ops.relu,
nn_ops.relu6,
... | WeightOnlyQuantizationTest |
python | wandb__wandb | wandb/vendor/pygments/lexer.py | {
"start": 24288,
"end": 29031
} | class ____(RegexLexer):
"""
A RegexLexer that uses a context object to store its state.
"""
def get_tokens_unprocessed(self, text=None, context=None):
"""
Split ``text`` into (tokentype, text) pairs.
If ``context`` is given, use this lexer context instead.
"""
to... | ExtendedRegexLexer |
python | joke2k__faker | tests/providers/test_date_time.py | {
"start": 25374,
"end": 25726
} | class ____(unittest.TestCase):
def setUp(self):
self.fake = Faker("pl_PL")
Faker.seed(0)
def test_day(self):
day = self.fake.day_of_week()
assert day in PlProvider.DAY_NAMES.values()
def test_month(self):
month = self.fake.month_name()
assert month in PlProv... | TestPlPL |
python | tensorflow__tensorflow | tensorflow/python/debug/lib/debug_events_monitors_test.py | {
"start": 8666,
"end": 9455
} | class ____(test_util.TensorFlowTestCase):
"""Unit tests for alert-class objects."""
def testInfNanMonitor(self):
alert = debug_events_monitors.InfNanAlert(
1234,
"FooOp",
1,
size=1000,
num_neg_inf=5,
num_pos_inf=10,
num_nan=20,
execution_index=777... | AlertDataObjectsTest |
python | pandas-dev__pandas | pandas/core/apply.py | {
"start": 48989,
"end": 52414
} | class ____(NDFrameApply):
obj: Series
axis: AxisInt = 0
by_row: Literal[False, "compat", "_compat"] # only relevant for apply()
def __init__(
self,
obj: Series,
func: AggFuncType,
*,
by_row: Literal[False, "compat", "_compat"] = "compat",
args,
k... | SeriesApply |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/async_job.py | {
"start": 8559,
"end": 19883
} | class ____(AsyncJob):
"""Wraps FB AdReportRun with retry/split logic driven in _check_status()."""
page_size = 100
def __init__(
self,
edge_object: Union[AdAccount, Campaign, AdSet, Ad],
params: Mapping[str, Any],
job_timeout: timedelta,
primary_key: Optional[List[s... | InsightAsyncJob |
python | networkx__networkx | networkx/readwrite/tests/test_leda.py | {
"start": 35,
"end": 1392
} | class ____:
def test_parse_leda(self):
data = """#header section \nLEDA.GRAPH \nstring\nint\n-1\n#nodes section\n5 \n|{v1}| \n|{v2}| \n|{v3}| \n|{v4}| \n|{v5}| \n\n#edges section\n7 \n1 2 0 |{4}| \n1 3 0 |{3}| \n2 3 0 |{2}| \n3 4 0 |{3}| \n3 5 0 |{7}| \n4 5 0 |{6}| \n5 1 0 |{foo}|"""
G = nx.... | TestLEDA |
python | PrefectHQ__prefect | src/prefect/server/events/actions.py | {
"start": 42989,
"end": 46750
} | class ____(JinjaTemplateAction):
"""Call a webhook when an Automation is triggered."""
type: Literal["call-webhook"] = "call-webhook"
block_document_id: UUID = Field(
description="The identifier of the webhook block to use"
)
payload: str = Field(
default="",
description="An... | CallWebhook |
python | doocs__leetcode | solution/0500-0599/0589.N-ary Tree Preorder Traversal/Solution2.py | {
"start": 152,
"end": 485
} | class ____:
def preorder(self, root: 'Node') -> List[int]:
ans = []
if root is None:
return ans
stk = [root]
while stk:
node = stk.pop()
ans.append(node.val)
for child in node.children[::-1]:
stk.append(child)
re... | Solution |
python | tensorflow__tensorflow | tensorflow/dtensor/python/tests/multi_client_input_util_test.py | {
"start": 4353,
"end": 10617
} | class ____:
"""tf.data service cluster with dispatcher and workers as subprocesses.
To run the cluster in co-located mode, set `num_workers` to 0 and create the
tf.data service workers manually in each client process.
"""
def __init__(self,
test_name,
num_workers,
... | TFDataServiceCluster |
python | python__mypy | mypyc/codegen/emitwrapper.py | {
"start": 32268,
"end": 37926
} | class ____:
"""Helper that simplifies the generation of wrapper functions."""
# TODO: Use this for more wrappers
def __init__(self, cl: ClassIR | None, emitter: Emitter) -> None:
self.cl = cl
self.emitter = emitter
self.cleanups: list[str] = []
self.optional_args: list[Runt... | WrapperGenerator |
python | doocs__leetcode | solution/2900-2999/2948.Make Lexicographically Smallest Array by Swapping Elements/Solution.py | {
"start": 0,
"end": 496
} | class ____:
def lexicographicallySmallestArray(self, nums: List[int], limit: int) -> List[int]:
n = len(nums)
arr = sorted(zip(nums, range(n)))
ans = [0] * n
i = 0
while i < n:
j = i + 1
while j < n and arr[j][0] - arr[j - 1][0] <= limit:
... | Solution |
python | numpy__numpy | numpy/_core/tests/test_deprecations.py | {
"start": 7828,
"end": 9576
} | class ____(_DeprecationTestCase):
message = r".*stop allowing conversion of out-of-bound.*"
@pytest.mark.parametrize("dtype", np.typecodes["AllInteger"])
def test_deprecated_scalar(self, dtype):
dtype = np.dtype(dtype)
info = np.iinfo(dtype)
# Cover the most common creation paths (... | TestPyIntConversion |
python | PrefectHQ__prefect | tests/server/orchestration/api/test_deployments.py | {
"start": 43518,
"end": 45861
} | class ____:
async def test_read_deployment_by_name(self, client, flow, deployment):
response = await client.get(f"/deployments/name/{flow.name}/{deployment.name}")
assert response.status_code == status.HTTP_200_OK
assert response.json()["id"] == str(deployment.id)
assert response.jso... | TestReadDeploymentByName |
python | great-expectations__great_expectations | tests/expectations/metrics/query_metrics/test_query_metrics.py | {
"start": 2234,
"end": 2387
} | class ____(QueryColumn):
metric_name = "my_query.column"
value_keys = ("my_query",)
query_param_name: ClassVar[str] = "my_query"
| MyQueryColumn |
python | pandas-dev__pandas | pandas/core/accessor.py | {
"start": 5690,
"end": 17395
} | class ____:
"""
Custom property-like object.
A descriptor for accessors.
Parameters
----------
name : str
Namespace that will be accessed under, e.g. ``df.foo``.
accessor : cls
Class with the extension methods.
Notes
-----
For accessor, The class's __init__ met... | Accessor |
python | getsentry__sentry | src/sentry/relay/types/rule_condition.py | {
"start": 1039,
"end": 1173
} | class ____(TypedDict):
"""Less than or equal condition"""
op: Literal["lte"]
name: str
value: Value | None
| LteCondition |
python | cython__cython | Cython/Compiler/ParseTreeTransforms.py | {
"start": 141135,
"end": 146748
} | class ____(CythonTransform):
# Output closure classes in module scope for all functions
# that really need it.
def __init__(self, context):
super().__init__(context)
self.path = []
self.in_lambda = False
def visit_ModuleNode(self, node):
self.module_scope = node.scope
... | CreateClosureClasses |
python | matplotlib__matplotlib | lib/matplotlib/backends/backend_svg.py | {
"start": 51030,
"end": 51132
} | class ____(_Backend):
backend_version = mpl.__version__
FigureCanvas = FigureCanvasSVG
| _BackendSVG |
python | openai__openai-python | src/openai/types/shared/response_format_text_grammar.py | {
"start": 202,
"end": 418
} | class ____(BaseModel):
grammar: str
"""The custom grammar for the model to follow."""
type: Literal["grammar"]
"""The type of response format being defined. Always `grammar`."""
| ResponseFormatTextGrammar |
python | pandas-dev__pandas | pandas/core/arrays/sparse/array.py | {
"start": 7467,
"end": 65739
} | class ____(OpsMixin, PandasObject, ExtensionArray):
"""
An ExtensionArray for storing sparse data.
SparseArray efficiently stores data with a high frequency of a
specific fill value (e.g., zeros), saving memory by only retaining
non-fill elements and their indices. This class is particularly
us... | SparseArray |
python | pytorch__pytorch | torch/_inductor/ir.py | {
"start": 153183,
"end": 153615
} | class ____(Buffer, Operation):
# An operation that produces a single output buffer
def get_outputs(self) -> list[Buffer]:
return [self]
def get_defining_op(self) -> Operation:
return self
# Skip implementation in Buffer
get_operation_name = Operation.get_operation_name
def __p... | OperationBuffer |
python | astropy__astropy | astropy/modeling/tabular.py | {
"start": 786,
"end": 12603
} | class ____(Model):
"""
Returns an interpolated lookup table value.
Parameters
----------
points : tuple of ndarray of float, optional
The points defining the regular grid in n dimensions.
ndarray must have shapes (m1, ), ..., (mn, ),
lookup_table : array-like
The data on... | _Tabular |
python | getsentry__sentry | tests/sentry/core/endpoints/test_project_keys.py | {
"start": 5476,
"end": 9258
} | class ____(APITestCase):
def test_simple(self) -> None:
project = self.create_project()
self.login_as(user=self.user)
url = reverse(
"sentry-api-0-project-keys",
kwargs={
"organization_id_or_slug": project.organization.slug,
"project_id... | CreateProjectKeyTest |
python | python__mypy | mypy/stubgen.py | {
"start": 59444,
"end": 78478
} | class ____(mypy.traverser.TraverserVisitor):
def __init__(self) -> None:
self.results: list[tuple[str, Expression, Type | None]] = []
def visit_assignment_stmt(self, o: AssignmentStmt) -> None:
lvalue = o.lvalues[0]
if (
isinstance(lvalue, MemberExpr)
and isinsta... | SelfTraverser |
python | sqlalchemy__sqlalchemy | test/orm/test_query.py | {
"start": 186256,
"end": 206133
} | class ____(QueryTest, AssertsCompiledSQL):
__dialect__ = "default"
def test_needs_text(self):
User = self.classes.User
assert_raises_message(
sa_exc.ArgumentError,
"Textual SQL expression",
fixture_session().query(User).from_statement,
"select * ... | TextTest |
python | keras-team__keras | keras/src/metrics/f_score_metrics.py | {
"start": 9225,
"end": 11743
} | class ____(FBetaScore):
r"""Computes F-1 Score.
Formula:
```python
f1_score = 2 * (precision * recall) / (precision + recall)
```
This is the harmonic mean of precision and recall.
Its output range is `[0, 1]`. It works for both multi-class
and multi-label classification.
Args:
... | F1Score |
python | pytest-dev__pytest | testing/test_tmpdir.py | {
"start": 1016,
"end": 1441
} | class ____:
basetemp: str | Path
@property
def trace(self):
return self
def get(self, key):
return lambda *k: None
def getini(self, name):
if name == "tmp_path_retention_count":
return 3
elif name == "tmp_path_retention_policy":
return "all"... | FakeConfig |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 338423,
"end": 339134
} | class ____(sgqlc.types.relay.Connection):
"""
See source code for more info.
"""
__schema__ = graphql_schema
__field_names__ = ("edges", "nodes", "page_info", "total_count")
edges = sgqlc.types.Field(
sgqlc.types.list_of("EnterpriseServerUserAccountsUploadEdge"),
graphql_name="e... | EnterpriseServerUserAccountsUploadConnection |
python | langchain-ai__langchain | libs/core/tests/unit_tests/test_tools.py | {
"start": 33106,
"end": 33322
} | class ____(BaseTool):
name: str = "Foo"
description: str = "Foo"
@override
def _run(self, bar: Any, bar_config: RunnableConfig, **kwargs: Any) -> Any:
return assert_bar(bar, bar_config)
| FooBase |
python | kamyu104__LeetCode-Solutions | Python/reorganize-string.py | {
"start": 108,
"end": 917
} | class ____(object):
def reorganizeString(self, S):
"""
:type S: str
:rtype: str
"""
counts = collections.Counter(S)
if any(v > (len(S)+1)/2 for k, v in counts.iteritems()):
return ""
result = []
max_heap = []
for k, v in counts.ite... | Solution |
python | walkccc__LeetCode | solutions/1909. Remove One Element to Make the Array Strictly Increasing/1909.py | {
"start": 0,
"end": 368
} | class ____:
def canBeIncreasing(self, nums: list[int]) -> bool:
removed = False
for i in range(1, len(nums)):
if nums[i - 1] >= nums[i]:
if removed:
return False
removed = True # Remove nums[i - 1].
if i > 1 and nums[i - 2] >= nums[i]:
nums[i] = nums[i - 1] ... | Solution |
python | scrapy__scrapy | tests/test_utils_request.py | {
"start": 8023,
"end": 8282
} | class ____:
def test_fingerprint(self):
crawler = get_crawler()
request = Request("https://example.com")
assert crawler.request_fingerprinter.fingerprint(request) == fingerprint(
request
)
| TestRequestFingerprinter |
python | scikit-learn__scikit-learn | sklearn/preprocessing/_label.py | {
"start": 1000,
"end": 5085
} | class ____(TransformerMixin, BaseEstimator, auto_wrap_output_keys=None):
"""Encode target labels with value between 0 and n_classes-1.
This transformer should be used to encode target values, *i.e.* `y`, and
not the input `X`.
Read more in the :ref:`User Guide <preprocessing_targets>`.
.. version... | LabelEncoder |
python | django__django | django/test/utils.py | {
"start": 12956,
"end": 15394
} | class ____:
"""
A base class that can either be used as a context manager during tests
or as a test function or unittest.TestCase subclass decorator to perform
temporary alterations.
`attr_name`: attribute assigned the return value of enable() if used as
a class decorator.
`kw... | TestContextDecorator |
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