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 | apache__airflow | airflow-core/src/airflow/api_fastapi/execution_api/versions/v2025_09_23.py | {
"start": 949,
"end": 1198
} | class ____(VersionChange):
"""Add the `dag_version_id` field to the TaskInstance model."""
description = __doc__
instructions_to_migrate_to_previous_version = (schema(TaskInstance).field("dag_version_id").didnt_exist,)
| AddDagVersionIdField |
python | pytorch__pytorch | torch/ao/quantization/observer.py | {
"start": 58941,
"end": 59825
} | class ____(ObserverBase):
r"""
The module is mainly for debug and records the tensor values during runtime.
Args:
dtype: Quantized data type
qscheme: Quantization scheme to be used
reduce_range: Reduces the range of the quantized data type by 1 bit
"""
__annotations__ = {"t... | RecordingObserver |
python | pypa__warehouse | warehouse/captcha/hcaptcha.py | {
"start": 2005,
"end": 5289
} | class ____:
def __init__(self, *, request, script_src_url, site_key, secret_key):
self.request = request
self.script_src_url = script_src_url
self.site_key = site_key
self.secret_key = secret_key
self.class_name = "h-captcha"
@classmethod
def create_service(cls, cont... | Service |
python | pytorch__pytorch | torch/testing/_internal/common_device_type.py | {
"start": 61357,
"end": 62414
} | class ____:
def __init__(self, *args, device_type="all"):
if len(args) > 0 and isinstance(args[0], (list, tuple)):
for arg in args:
assert isinstance(arg, (list, tuple)), (
"When one dtype variant is a tuple or list, "
"all dtype variants m... | dtypes |
python | django-haystack__django-haystack | haystack/routers.py | {
"start": 47,
"end": 113
} | class ____:
# Reserved for future extension.
pass
| BaseRouter |
python | mlflow__mlflow | mlflow/tracking/registry.py | {
"start": 1024,
"end": 3524
} | class ____:
"""
Abstract class defining a scheme-based registry for store implementations.
This class allows the registration of a function or class to provide an
implementation for a given scheme of `store_uri` through the `register`
methods. Implementations declared though the entrypoints can be ... | StoreRegistry |
python | readthedocs__readthedocs.org | readthedocs/integrations/migrations/0006_set-default-value-provider-data.py | {
"start": 145,
"end": 540
} | class ____(migrations.Migration):
safe = Safe.after_deploy()
dependencies = [
("integrations", "0005_change_default_integration_secret"),
]
operations = [
migrations.AlterField(
model_name="integration",
name="provider_data",
field=jsonfield.fields.JS... | Migration |
python | pytorch__pytorch | torch/_dynamo/variables/iter.py | {
"start": 19199,
"end": 21926
} | class ____(IteratorVariable):
"""
Represents filter(fn, iterable)
"""
_nonvar_fields = {
"index",
*IteratorVariable._nonvar_fields,
}
def __init__(
self,
fn: VariableTracker,
iterable: list[VariableTracker],
**kwargs: Any,
) -> None:
... | FilterVariable |
python | catalyst-team__catalyst | catalyst/settings.py | {
"start": 10370,
"end": 14000
} | class ____:
"""Encapsulate the logic for finding and reading config files.
Adapted from:
- https://gitlab.com/pwoolvett/flake8 (MIT License)
- https://github.com/python/mypy (MIT License)
"""
def __init__(self, program_name: str) -> None:
"""Initialize object to find config files.
... | ConfigFileFinder |
python | ray-project__ray | rllib/utils/actors.py | {
"start": 240,
"end": 9964
} | class ____:
"""Helper class for tracking the status of many in-flight actor tasks."""
def __init__(self):
self._tasks = {}
self._objects = {}
self._fetching = deque()
def add(self, worker, all_obj_refs):
if isinstance(all_obj_refs, list):
obj_ref = all_obj_refs[... | TaskPool |
python | django-extensions__django-extensions | tests/test_dumpscript.py | {
"start": 243,
"end": 3574
} | class ____(TestCase):
def setUp(self):
sys.stdout = StringIO()
sys.stderr = StringIO()
def test_runs(self):
# lame test...does it run?
n = Name(name="Gabriel")
n.save()
call_command("dumpscript", "django_extensions")
self.assertTrue("Gabriel" in sys.stdou... | DumpScriptTests |
python | google__pytype | pytype/pyi/function.py | {
"start": 1571,
"end": 1677
} | class ____:
abstract: bool
coroutine: bool
final: bool
overload: bool
is_async: bool
| SigProperties |
python | ethereum__web3.py | tests/core/providers/test_base_provider.py | {
"start": 100,
"end": 219
} | class ____(BaseProvider):
def is_connected(self, show_traceback: bool = False):
return True
| ConnectedProvider |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/matchClass1.py | {
"start": 14272,
"end": 14309
} | class ____(Protocol):
x: int
| Proto1 |
python | facebook__pyre-check | client/tests/find_directories_test.py | {
"start": 10444,
"end": 15486
} | class ____(testslide.TestCase):
def assert_find_parent_directory_containing_directory(
self, files: Iterable[str], base: str, target: str, expected: Optional[str]
) -> None:
depth = len(base.split("/"))
with tempfile.TemporaryDirectory() as outer_root:
with tempfile.Temporary... | FindParentDirectoryContainingDirectoryTest |
python | lazyprogrammer__machine_learning_examples | nlp_class2/rntn_tensorflow_rnn.py | {
"start": 671,
"end": 10990
} | class ____:
def __init__(self, V, D, K, activation=tf.tanh):
self.V = V
self.D = D
self.K = K
self.f = activation
def fit(self, trees, test_trees, reg=1e-3, epochs=8, train_inner_nodes=False):
D = self.D
V = self.V
K = self.K
N = len(trees)
... | RecursiveNN |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/repository_definition/repository_definition.py | {
"start": 2187,
"end": 4553
} | class ____(
NamedTuple(
"_RepositoryLoadData",
[
("cacheable_asset_data", Mapping[str, Sequence[AssetsDefinitionCacheableData]]),
# reconstruction metadata contains all of the serialized metadata for a given
# key using it. it is recomputed from scratch every time... | RepositoryLoadData |
python | pypa__pipenv | pipenv/patched/pip/_vendor/rich/screen.py | {
"start": 288,
"end": 1606
} | class ____:
"""A renderable that fills the terminal screen and crops excess.
Args:
renderable (RenderableType): Child renderable.
style (StyleType, optional): Optional background style. Defaults to None.
"""
renderable: "RenderableType"
def __init__(
self,
*rendera... | Screen |
python | pallets__jinja | src/jinja2/utils.py | {
"start": 23239,
"end": 24080
} | class ____:
"""A namespace object that can hold arbitrary attributes. It may be
initialized from a dictionary or with keyword arguments."""
def __init__(*args: t.Any, **kwargs: t.Any) -> None: # noqa: B902
self, args = args[0], args[1:]
self.__attrs = dict(*args, **kwargs)
def __geta... | Namespace |
python | getsentry__sentry | src/sentry/discover/models.py | {
"start": 7240,
"end": 7923
} | class ____(Model):
__relocation_scope__ = RelocationScope.Excluded
# max_length here is based on the maximum for transactions in relay
transaction = models.CharField(max_length=200)
project_team = FlexibleForeignKey("sentry.ProjectTeam", db_constraint=False)
organization = FlexibleForeignKey("sentr... | TeamKeyTransaction |
python | scipy__scipy | scipy/stats/tests/test_stats.py | {
"start": 267413,
"end": 269242
} | class ____:
@pytest.mark.parametrize("alternative", ['two-sided', 'less', 'greater'])
def test_against_R(self, alternative, xp):
# testa against R `dagoTest` from package `fBasics`
# library(fBasics)
# options(digits=16)
# x = c(-2, -1, 0, 1, 2, 3)**2
# x = rep(x, times=... | NormalityTests |
python | getsentry__sentry | tests/sentry/auth/test_password_validation.py | {
"start": 854,
"end": 3535
} | class ____(TestCase):
def test_user_attribute_similarity(self) -> None:
user = User(username="hello@example.com")
with raises(ValidationError, match="The password is too similar to the username."):
validate_password("hallo@example.com", user=user)
def test_minimum_length(self) -> No... | PasswordValidationTestCase |
python | run-llama__llama_index | llama-index-integrations/embeddings/llama-index-embeddings-oci-data-science/llama_index/embeddings/oci_data_science/client.py | {
"start": 11550,
"end": 15992
} | class ____(BaseClient):
"""
Synchronous HTTP client for invoking models with retry logic.
This client sends HTTP requests to a specified endpoint and handles retries, timeouts, and authentication.
Attributes:
_client (httpx.Client): The underlying HTTPX client used for sending requests.
"... | Client |
python | viewflow__viewflow | tests/workflow/test_token.py | {
"start": 106,
"end": 1327
} | class ____(TestCase):
def test_token_equals_succeed(self):
token1 = Token('start/1')
token2 = Token('start/1')
self.assertEqual(token1, token2)
def test_token_api(self):
token = Token('start/1_2/3_4')
self.assertTrue(token.is_split_token())
self.assertEqual(toke... | Test |
python | sanic-org__sanic | tests/asyncmock.py | {
"start": 58,
"end": 1227
} | class ____(Mock):
def __init__(self, *args, **kwargs):
super().__init__(*args, **kwargs)
self.await_count = 0
def __call__(self, *args, **kwargs):
self.call_count += 1
parent = super()
async def dummy():
self.await_count += 1
return parent.__call... | AsyncMock |
python | django__django | tests/template_tests/test_nodelist.py | {
"start": 141,
"end": 918
} | class ____(SimpleTestCase):
@classmethod
def setUpClass(cls):
cls.engine = Engine()
super().setUpClass()
def test_for(self):
template = self.engine.from_string("{% for i in 1 %}{{ a }}{% endfor %}")
vars = template.nodelist.get_nodes_by_type(VariableNode)
self.assert... | NodelistTest |
python | getsentry__sentry | src/sentry/roles/manager.py | {
"start": 383,
"end": 1372
} | class ____(abc.ABC):
parent: RoleManager
priority: int
id: str
name: str
desc: str
scopes: frozenset[str]
is_retired: bool = False
is_team_roles_allowed: bool = True
def __post_init__(self) -> None:
assert len(self.id) <= 32, "Role id must be no more than 32 characters"
... | Role |
python | joke2k__faker | faker/providers/lorem/es_AR/__init__.py | {
"start": 50,
"end": 183
} | class ____(SpanishProvider):
"""Implement lorem provider for ``es_AR`` locale.
Using the same as in ```es_ES```.
"""
| Provider |
python | pytorch__pytorch | test/dynamo/cpython/3_13/test_set.py | {
"start": 55744,
"end": 56037
} | class ____(_TestOnlySetsInBinaryOps, __TestCase):
def setUp(self):
self.set = set((1, 2, 3))
self.other = {1:2, 3:4}
self.otherIsIterable = True
super().setUp()
#------------------------------------------------------------------------------
| TestOnlySetsDict |
python | pyca__cryptography | src/cryptography/hazmat/primitives/ciphers/algorithms.py | {
"start": 1386,
"end": 1605
} | class ____(BlockCipherAlgorithm):
name = "AES"
block_size = 128
key_sizes = frozenset([128])
key_size = 128
def __init__(self, key: utils.Buffer):
self.key = _verify_key_size(self, key)
| AES128 |
python | sqlalchemy__sqlalchemy | test/orm/test_session.py | {
"start": 69983,
"end": 76641
} | class ____(_fixtures.FixtureTest):
run_setup_mappers = "once"
run_inserts = "once"
run_deletes = None
@classmethod
def setup_mappers(cls):
cls._setup_stock_mapping()
@testing.combinations(
("close", testing.requires.cursor_works_post_rollback),
("expunge_all",),
)
... | NewStyleExecutionTest |
python | huggingface__transformers | tests/models/mbart/test_modeling_mbart.py | {
"start": 15897,
"end": 19243
} | class ____(AbstractSeq2SeqIntegrationTest):
checkpoint_name = "facebook/mbart-large-en-ro"
src_text = [
" UN Chief Says There Is No Military Solution in Syria",
""" Secretary-General Ban Ki-moon says his response to Russia's stepped up military support for Syria is that "there is no military sol... | MBartEnroIntegrationTest |
python | pytest-dev__pytest | testing/python/fixtures.py | {
"start": 112105,
"end": 120758
} | class ____:
def test_funcarg_compat(self, pytester: Pytester) -> None:
config = pytester.parseconfigure("--funcargs")
assert config.option.showfixtures
def test_show_help(self, pytester: Pytester) -> None:
result = pytester.runpytest("--fixtures", "--help")
assert not result.ret... | TestShowFixtures |
python | getsentry__sentry | tests/snuba/api/endpoints/test_organization_events_trends.py | {
"start": 1864,
"end": 14668
} | class ____(OrganizationEventsTrendsBase):
def setUp(self) -> None:
super().setUp()
self.url = reverse(
"sentry-api-0-organization-events-trends",
kwargs={"organization_id_or_slug": self.project.organization.slug},
)
self.features = {"organizations:performance-... | OrganizationEventsTrendsEndpointTest |
python | explosion__spaCy | spacy/pipeline/entity_linker.py | {
"start": 1323,
"end": 24189
} | class ____(TrainablePipe):
"""Pipeline component for named entity linking.
DOCS: https://spacy.io/api/entitylinker
"""
NIL = "NIL" # string used to refer to a non-existing link
def __init__(
self,
vocab: Vocab,
model: Model,
name: str = "entity_linker",
*,... | EntityLinker |
python | spack__spack | lib/spack/spack/vendor/macholib/mach_o.py | {
"start": 27861,
"end": 28252
} | class ____(Structure):
_fields_ = (
("symoff", p_uint32),
("nsyms", p_uint32),
("stroff", p_uint32),
("strsize", p_uint32),
)
def describe(self):
s = {}
s["symoff"] = int(self.symoff)
s["nsyms"] = int(self.nsyms)
s["stroff"] = int(self.stroff)... | symtab_command |
python | django__django | tests/schema/models.py | {
"start": 4544,
"end": 4749
} | class ____(models.Model):
when = models.CharField(max_length=1, primary_key=True)
class Meta:
apps = new_apps
db_table = "drop"
def __str__(self):
return self.when
| Thing |
python | tiangolo__fastapi | docs_src/custom_request_and_route/tutorial002.py | {
"start": 196,
"end": 932
} | class ____(APIRoute):
def get_route_handler(self) -> Callable:
original_route_handler = super().get_route_handler()
async def custom_route_handler(request: Request) -> Response:
try:
return await original_route_handler(request)
except RequestValidationError a... | ValidationErrorLoggingRoute |
python | pytorch__pytorch | test/nn/test_module_hooks.py | {
"start": 2758,
"end": 3265
} | class ____(nn.Module):
def __init__(self) -> None:
super().__init__()
self.net1 = Net()
self.net2 = Net()
def forward(self, x: torch.Tensor, bias: torch.Tensor = None) -> torch.Tensor:
if bias is not None:
x = x + bias
return x
def internal_forward_hook(... | KwargModel |
python | getsentry__sentry | tests/sentry/integrations/slack/utils/test_channel.py | {
"start": 787,
"end": 9507
} | class ____(TestCase):
def setUp(self) -> None:
self.integration = install_slack(self.event.project.organization)
self.response_json = {
"ok": True,
"members": [
{
"id": "UXXXXXXX1",
"name": "patrick-jane",
... | GetChannelIdTest |
python | huggingface__transformers | src/transformers/models/audio_spectrogram_transformer/feature_extraction_audio_spectrogram_transformer.py | {
"start": 1175,
"end": 9862
} | class ____(SequenceFeatureExtractor):
r"""
Constructs a Audio Spectrogram Transformer (AST) feature extractor.
This feature extractor inherits from [`~feature_extraction_sequence_utils.SequenceFeatureExtractor`] which contains
most of the main methods. Users should refer to this superclass for more inf... | ASTFeatureExtractor |
python | html5lib__html5lib-python | html5lib/html5parser.py | {
"start": 105628,
"end": 108189
} | class ____(Phase):
__slots__ = tuple()
def processEOF(self):
pass
def processComment(self, token):
self.tree.insertComment(token, self.tree.document)
def processSpaceCharacters(self, token):
return self.parser.phases["inBody"].processSpaceCharacters(token)
def processChar... | AfterAfterFramesetPhase |
python | getsentry__sentry | src/sentry/integrations/slack/actions/form.py | {
"start": 714,
"end": 6286
} | class ____(forms.Form):
workspace = forms.ChoiceField(choices=(), widget=forms.Select())
channel = forms.CharField(widget=forms.TextInput())
channel_id = forms.CharField(required=False, widget=forms.TextInput())
tags = forms.CharField(required=False, widget=forms.TextInput())
def __init__(self, *ar... | SlackNotifyServiceForm |
python | pennersr__django-allauth | allauth/socialaccount/providers/figma/views.py | {
"start": 181,
"end": 998
} | class ____(OAuth2Adapter):
provider_id = "figma"
authorize_url = "https://www.figma.com/oauth"
access_token_url = "https://www.figma.com/api/oauth/token" # nosec
userinfo_url = "https://api.figma.com/v1/me"
def complete_login(self, request, app, token, **kwargs):
resp = (
get_... | FigmaOAuth2Adapter |
python | kamyu104__LeetCode-Solutions | Python/delete-duplicate-folders-in-system.py | {
"start": 2454,
"end": 3666
} | class ____(object):
def deleteDuplicateFolder(self, paths):
"""
:type paths: List[List[str]]
:rtype: List[List[str]]
"""
def mark(node, lookup):
serialized_tree = "(" + "".join(subfolder + mark(child, lookup) for subfolder, child in sorted(node.iteritems()) if chi... | Solution2 |
python | milvus-io__pymilvus | pymilvus/client/abstract.py | {
"start": 13809,
"end": 14134
} | class ____(BaseRanker):
def __init__(
self,
k: int = 60,
):
self._strategy = RANKER_TYPE_RRF
self._k = k
def dict(self):
params = {
"k": self._k,
}
return {
"strategy": self._strategy,
"params": params,
}
| RRFRanker |
python | pyca__cryptography | tests/hazmat/primitives/test_hashes.py | {
"start": 465,
"end": 1516
} | class ____:
def test_hash_reject_unicode(self, backend):
m = hashes.Hash(hashes.SHA1(), backend=backend)
with pytest.raises(TypeError):
m.update("\u00fc") # type: ignore[arg-type]
def test_hash_algorithm_instance(self, backend):
with pytest.raises(TypeError):
ha... | TestHashContext |
python | agronholm__apscheduler | src/apscheduler/serializers/json.py | {
"start": 413,
"end": 2653
} | class ____(Serializer):
"""
Serializes objects using JSON.
Can serialize types not normally CBOR serializable, if they implement
``__getstate__()`` and ``__setstate__()``. These objects are serialized into dicts
that contain the necessary information for deserialization in ``magic_key``.
:para... | JSONSerializer |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/translate.py | {
"start": 59833,
"end": 64610
} | class ____(GoogleCloudBaseOperator):
"""
Creates a Google Cloud Translation Glossary.
Creates a translation glossary, using API V3.
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:TranslateCreateGlossaryOperator`.
:param glossary_id: User-specif... | TranslateCreateGlossaryOperator |
python | tensorflow__tensorflow | tensorflow/python/keras/saving/saved_model/layer_serialization.py | {
"start": 5913,
"end": 6932
} | class ____(LayerSavedModelSaver):
"""RNN layer serialization."""
@property
def object_identifier(self):
return constants.RNN_LAYER_IDENTIFIER
def _get_serialized_attributes_internal(self, serialization_cache):
objects, functions = (
super(RNNSavedModelSaver, self)._get_serialized_attributes_in... | RNNSavedModelSaver |
python | pypa__warehouse | tests/unit/organizations/test_views.py | {
"start": 244,
"end": 1317
} | class ____:
def test_redirects_name(self, db_request):
org = OrganizationFactory.create()
db_request.current_route_path = pretend.call_recorder(
lambda organization: "/user/the-redirect/"
)
db_request.matchdict = {"organization": org.name.swapcase()}
result = vi... | TestOrganizationProfile |
python | huggingface__transformers | src/transformers/models/sam/image_processing_sam.py | {
"start": 1710,
"end": 2189
} | class ____(ImagesKwargs, total=False):
r"""
mask_size (`dict[str, int]`, *optional*):
The size `{"longest_edge": int}` to resize the segmentation maps to.
mask_pad_size (`dict[str, int]`, *optional*):
The size `{"height": int, "width": int}` to pad the segmentation maps to. Must be larger th... | SamImageProcessorKwargs |
python | fsspec__filesystem_spec | fsspec/implementations/cached.py | {
"start": 19134,
"end": 26296
} | class ____(CachingFileSystem):
"""Caches whole remote files on first access
This class is intended as a layer over any other file system, and
will make a local copy of each file accessed, so that all subsequent
reads are local. This is similar to ``CachingFileSystem``, but without
the block-wise fu... | WholeFileCacheFileSystem |
python | django-crispy-forms__django-crispy-forms | crispy_forms/layout.py | {
"start": 23227,
"end": 25512
} | class ____(LayoutObject):
"""
Layout object. It wraps fields in a ``<div>``.
Attributes
----------
template : str
The default template which this Layout Object will be rendered
with.
css_class : str, optional
CSS classes to be applied to the ``<div>``. By default None.
... | Div |
python | openai__openai-python | src/openai/types/fine_tuning/job_create_params.py | {
"start": 577,
"end": 3729
} | class ____(TypedDict, total=False):
model: Required[Union[str, Literal["babbage-002", "davinci-002", "gpt-3.5-turbo", "gpt-4o-mini"]]]
"""The name of the model to fine-tune.
You can select one of the
[supported models](https://platform.openai.com/docs/guides/fine-tuning#which-models-can-be-fine-tuned).... | JobCreateParams |
python | pytorch__pytorch | torch/testing/_internal/distributed/multi_threaded_pg.py | {
"start": 19152,
"end": 19617
} | class ____:
default_pg: dist.ProcessGroup
pg_map: dict[dist.ProcessGroup, tuple[str, Optional[Store]]]
pg_names: dict[dist.ProcessGroup, str]
pg_group_ranks: dict[dist.ProcessGroup, dict[int, int]]
pg_backend_config: dict[dist.ProcessGroup, str]
group_count: int
tags_to_pg: dict[str, list[di... | WorldData |
python | lepture__authlib | authlib/oauth2/rfc8414/models.py | {
"start": 144,
"end": 17594
} | class ____(dict):
"""Define Authorization Server Metadata via `Section 2`_ in RFC8414_.
.. _RFC8414: https://tools.ietf.org/html/rfc8414
.. _`Section 2`: https://tools.ietf.org/html/rfc8414#section-2
"""
REGISTRY_KEYS = [
"issuer",
"authorization_endpoint",
"token_endpoint"... | AuthorizationServerMetadata |
python | Pylons__pyramid | tests/test_config/test_views.py | {
"start": 147449,
"end": 148155
} | class ____:
def __init__(self, token):
self.token = token
def __call__(self, request, subpath, kw):
kw['x'] = self.token
return subpath, kw
def parse_httpdate(s):
import datetime
# cannot use %Z, must use literal GMT; Jython honors timezone
# but CPython does not
retu... | DummyCacheBuster |
python | walkccc__LeetCode | solutions/1954. Minimum Garden Perimeter to Collect Enough Apples/1954.py | {
"start": 0,
"end": 1078
} | class ____:
def minimumPerimeter(self, neededApples: int) -> int:
def numApples(k: int) -> int:
"""Returns the number of apples at the k-th level.
k := the level making perimeter = 8k
p(k) := the number of apples at the k-th level on the perimeter
n(k) := the number of apples at the k-... | Solution |
python | django-extensions__django-extensions | tests/collisions/apps.py | {
"start": 36,
"end": 123
} | class ____(AppConfig):
name = "tests.collisions"
app_label = "collisions"
| FooConfig |
python | pyqtgraph__pyqtgraph | pyqtgraph/flowchart/library/Data.py | {
"start": 244,
"end": 2646
} | class ____(Node):
"""Select named columns from a record array."""
nodeName = "ColumnSelect"
def __init__(self, name):
Node.__init__(self, name, terminals={'In': {'io': 'in'}})
self.columns = set()
self.columnList = QtWidgets.QListWidget()
self.axis = 0
self.columnList... | ColumnSelectNode |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/hooks/test_batch_client.py | {
"start": 1382,
"end": 17914
} | class ____:
MAX_RETRIES = 2
STATUS_RETRIES = 3
@mock.patch.dict("os.environ", AWS_DEFAULT_REGION=AWS_REGION)
@mock.patch.dict("os.environ", AWS_ACCESS_KEY_ID=AWS_ACCESS_KEY_ID)
@mock.patch.dict("os.environ", AWS_SECRET_ACCESS_KEY=AWS_SECRET_ACCESS_KEY)
@mock.patch("airflow.providers.amazon.aws.... | TestBatchClient |
python | tensorflow__tensorflow | tensorflow/python/feature_column/feature_column_v2_test.py | {
"start": 94100,
"end": 97519
} | class ____(test.TestCase):
@test_util.run_in_graph_and_eager_modes
def test_retrieving_input(self):
features = {'a': [0.]}
input_layer = fc_old.InputLayer(fc.numeric_column('a'))
inputs = self.evaluate(input_layer(features))
self.assertAllClose([[0.]], inputs)
def test_reuses_variables(self):
... | InputLayerTest |
python | streamlit__streamlit | lib/tests/streamlit/runtime/state/widgets_test.py | {
"start": 13095,
"end": 23470
} | class ____(DeltaGeneratorTestCase):
"""Enforce that new arguments added to the signature of a widget function are taken
into account when computing element IDs unless explicitly excluded.
"""
def signature_to_expected_kwargs(self, sig):
kwargs = {
kwarg: ANY
for kwarg in... | ComputeElementIdTests |
python | simonw__datasette | datasette/utils/__init__.py | {
"start": 27702,
"end": 28423
} | class ____(click.ParamType):
name = "mount:directory"
def convert(self, value, param, ctx):
if ":" not in value:
self.fail(
f'"{value}" should be of format mountpoint:directory',
param,
ctx,
)
path, dirpath = value.split(":... | StaticMount |
python | graphql-python__graphene | graphene/relay/node.py | {
"start": 1520,
"end": 2226
} | class ____(Field):
def __init__(self, node, type_=False, **kwargs):
assert issubclass(node, Node), "NodeField can only operate in Nodes"
self.node_type = node
self.field_type = type_
global_id_type = node._meta.global_id_type
super(NodeField, self).__init__(
# If... | NodeField |
python | python-attrs__attrs | tests/test_dunders.py | {
"start": 12574,
"end": 12691
} | class ____:
foo_value = attr.ib()
@attr.attrs(unsafe_hash=True, cache_hash=True)
| HashCacheSerializationTestUncached |
python | dagster-io__dagster | examples/docs_projects/project_atproto_dashboard/src/project_atproto_dashboard/defs/dashboard.py | {
"start": 593,
"end": 1507
} | class ____(DagsterPowerBITranslator):
def get_report_spec(self, data: PowerBITranslatorData) -> dg.AssetSpec:
return (
super()
.get_report_spec(data)
.replace_attributes(
group_name="reporting",
)
)
def get_semantic_model_spec(self... | CustomDagsterPowerBITranslator |
python | keon__algorithms | algorithms/tree/bst/num_empty.py | {
"start": 1325,
"end": 1799
} | class ____(unittest.TestCase):
def setUp(self):
self.tree = bst()
self.tree.insert(9)
self.tree.insert(6)
self.tree.insert(12)
self.tree.insert(3)
self.tree.insert(8)
self.tree.insert(10)
self.tree.insert(15)
self.tree.insert(7)
self.tr... | TestSuite |
python | spyder-ide__spyder | spyder/plugins/outlineexplorer/editor.py | {
"start": 370,
"end": 2245
} | class ____(OutlineExplorerProxy):
def __init__(self, editor, fname):
super().__init__()
self._editor = editor
self.fname = fname
editor.sig_cursor_position_changed.connect(
self.sig_cursor_position_changed)
# This saves the symbols info that comes from the server... | OutlineExplorerProxyEditor |
python | huggingface__transformers | src/transformers/models/mobilebert/modeling_mobilebert.py | {
"start": 13784,
"end": 16024
} | class ____(nn.Module):
def __init__(self, config):
super().__init__()
self.key_query_shared_bottleneck = config.key_query_shared_bottleneck
self.use_bottleneck_attention = config.use_bottleneck_attention
self.input = BottleneckLayer(config)
if self.key_query_shared_bottleneck... | Bottleneck |
python | Lightning-AI__lightning | src/lightning/pytorch/callbacks/lr_monitor.py | {
"start": 1194,
"end": 15251
} | class ____(Callback):
r"""Automatically monitor and logs learning rate for learning rate schedulers during training.
Args:
logging_interval: set to ``'epoch'`` or ``'step'`` to log ``lr`` of all optimizers
at the same interval, set to ``None`` to log at individual interval
accor... | LearningRateMonitor |
python | allegroai__clearml | clearml/backend_api/services/v2_23/events.py | {
"start": 75956,
"end": 76200
} | class ____(Response):
"""
Response of events.download_task_log endpoint.
"""
_service = "events"
_action = "download_task_log"
_version = "2.23"
_schema = {"definitions": {}, "type": "string"}
| DownloadTaskLogResponse |
python | getsentry__sentry | src/sentry/monitors/validators.py | {
"start": 28420,
"end": 31776
} | class ____(BaseDetectorTypeValidator):
"""
Validator for monitor incident detection configuration.
This is a lightweight validator that delegates Monitor creation/update to the
data_source field (MonitorDataSourceValidator).
"""
enforce_single_datasource = True
data_sources = MonitorDataSo... | MonitorIncidentDetectorValidator |
python | sqlalchemy__sqlalchemy | test/sql/test_insert_exec.py | {
"start": 1525,
"end": 1672
} | class ____:
def __init__(self, element):
self.element = element
def __clause_element__(self):
return self.element
| ExpectExpr |
python | google__pytype | pytype/tools/xref/testdata/docstrings.py | {
"start": 101,
"end": 453
} | class ____:
#- ClassDoc documents ClassA
#- ClassDoc.node/kind doc
#- ClassDoc.text "Class docstring"
"""Class docstring"""
#- @foo defines/binding FnFoo
#- FnFoo.node/kind function
def foo(self, x):
#- MethodDoc documents FnFoo
#- MethodDoc.node/kind doc
#- MethodDoc.text "Method docstring"
... | A |
python | PrefectHQ__prefect | tests/test_context.py | {
"start": 12292,
"end": 19964
} | class ____:
def test_empty(self):
serialized = serialize_context()
assert serialized == {
"flow_run_context": {},
"task_run_context": {},
"tags_context": {},
"settings_context": SettingsContext.get().serialize(),
"asset_context": {},
... | TestSerializeContext |
python | tensorflow__tensorflow | tensorflow/python/keras/initializers/initializers_v2.py | {
"start": 22626,
"end": 23911
} | class ____(VarianceScaling):
"""The Glorot uniform initializer, also called Xavier uniform initializer.
Also available via the shortcut function
`tf.keras.initializers.glorot_uniform`.
Draws samples from a uniform distribution within `[-limit, limit]`, where
`limit = sqrt(6 / (fan_in + fan_out))` (`fan_in` ... | GlorotUniform |
python | PrefectHQ__prefect | tests/runtime/test_flow_run.py | {
"start": 11231,
"end": 13893
} | class ____:
async def test_parent_flow_run_id_is_attribute(self):
assert "parent_flow_run_id" in dir(flow_run)
async def test_parent_flow_run_id_is_empty_when_not_set(self):
assert flow_run.parent_flow_run_id is None
async def test_parent_flow_run_id_returns_parent_flow_run_id_when_present... | TestParentFlowRunId |
python | ray-project__ray | rllib/policy/dynamic_tf_policy_v2.py | {
"start": 1494,
"end": 40728
} | class ____(TFPolicy):
"""A TFPolicy that auto-defines placeholders dynamically at runtime.
This class is intended to be used and extended by sub-classing.
"""
def __init__(
self,
obs_space: gym.spaces.Space,
action_space: gym.spaces.Space,
config: AlgorithmConfigDict,
... | DynamicTFPolicyV2 |
python | matplotlib__matplotlib | lib/matplotlib/table.py | {
"start": 7800,
"end": 28171
} | class ____(Artist):
"""
A table of cells.
.. note::
``table()`` has some fundamental design limitations and will not be
developed further. If you need more functionality, consider
`blume <https://github.com/swfiua/blume>`__.
The table consists of a grid of cells, which are in... | Table |
python | getsentry__sentry | tests/sentry/integrations/slack/test_notifications.py | {
"start": 733,
"end": 4753
} | class ____(SlackActivityNotificationTest):
def setUp(self) -> None:
super().setUp()
self.notification = DummyNotification(self.organization)
def test_additional_attachment(self) -> None:
with (
patch.dict(
manager.attachment_generators,
{Exter... | SlackNotificationsTest |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/array_api/conftest.py | {
"start": 1595,
"end": 4847
} | class ____(UserWarning):
"""Custom warning so we can bypass our global capturing"""
name_to_entry_point = installed_array_modules()
xp_and_xps_pairs: list[tuple[ModuleType, SimpleNamespace]] = []
with warnings.catch_warnings():
# We ignore all warnings here as many array modules warn on import. Ideally
# ... | InvalidArgumentWarning |
python | huggingface__transformers | src/transformers/generation/configuration_utils.py | {
"start": 64281,
"end": 66945
} | class ____(ABC):
"""Generic watermarking config"""
@classmethod
def from_dict(cls, config_dict, **kwargs):
"""
Constructs a BaseWatermarkingConfig instance from a dictionary of parameters.
Args:
config_dict (dict[str, Any]): Dictionary containing configuration parameter... | BaseWatermarkingConfig |
python | tensorflow__tensorflow | tensorflow/python/distribute/distribute_lib.py | {
"start": 35084,
"end": 37375
} | class ____(object):
"""A class wrapping information needed by a distribute function.
This is a context class that is passed to the `value_fn` in
`strategy.experimental_distribute_values_from_function` and contains
information about the compute replicas. The `num_replicas_in_sync` and
`replica_id` can be used... | ValueContext |
python | tensorflow__tensorflow | tensorflow/python/util/dispatch.py | {
"start": 6864,
"end": 50220
} | class ____(OpDispatcher):
"""Dispatcher that handles op if any arguments have a specified type.
Checks the types of the arguments and keyword arguments (including elements
of lists or tuples), and if any argument values have the indicated type(s),
then delegates to an override function.
"""
def __init__(s... | _TypeBasedDispatcher |
python | huggingface__transformers | tests/models/musicgen_melody/test_modeling_musicgen_melody.py | {
"start": 22782,
"end": 43272
} | class ____(ModelTesterMixin, GenerationTesterMixin, PipelineTesterMixin, unittest.TestCase):
all_model_classes = (MusicgenMelodyForConditionalGeneration,) if is_torch_available() else ()
# Doesn't run generation tests. See `greedy_sample_model_classes` below
all_generative_model_classes = ()
greedy_samp... | MusicgenMelodyTest |
python | dagster-io__dagster | examples/google_drive_factory/google_drive_factory/definitions.py | {
"start": 292,
"end": 391
} | class ____(BaseModel):
id: str
name: str
createdTime: str
modifiedTime: str
| DriveFile |
python | getsentry__sentry | tests/sentry/issues/endpoints/test_group_tombstone_details.py | {
"start": 184,
"end": 3260
} | class ____(APITestCase):
def test_delete(self) -> None:
self.user = self.create_user("foo@example.com")
self.org = self.create_organization(owner=self.user, name="Rowdy Tiger")
self.team = self.create_team(organization=self.org, name="Mariachi Band")
self.project = self.create_projec... | GroupTombstoneDetailsTest |
python | automl__auto-sklearn | test/test_pipeline/components/classification/test_qda.py | {
"start": 163,
"end": 823
} | class ____(BaseClassificationComponentTest):
__test__ = True
res = dict()
res["default_iris"] = 1.0
res["default_iris_iterative"] = -1
res["default_iris_proba"] = 0.56124476634783993
res["default_iris_sparse"] = -1
res["default_digits"] = 0.18882817243472982
res["default_digits_iterati... | QDAComponentTest |
python | getsentry__sentry | src/sentry/core/endpoints/organization_member_utils.py | {
"start": 2165,
"end": 6840
} | class ____(OrganizationPermission):
scope_map = {
"GET": ["member:read", "member:write", "member:admin"],
"POST": ["member:write", "member:admin"],
"PUT": ["member:invite", "member:write", "member:admin"],
# DELETE checks for role comparison as you can either remove a member
... | RelaxedMemberPermission |
python | huggingface__transformers | src/transformers/models/beit/modeling_beit.py | {
"start": 46357,
"end": 48637
} | class ____(nn.Module):
"""
Fully Convolution Networks for Semantic Segmentation. This head is implemented of
[FCNNet](https://huggingface.co/papers/1411.4038>).
Args:
config (BeitConfig): Configuration.
in_channels
kernel_size (int): The kernel size for convs in the head. Defaul... | BeitFCNHead |
python | huggingface__transformers | tests/models/flava/test_modeling_flava.py | {
"start": 43184,
"end": 44188
} | class ____(unittest.TestCase):
@slow
def test_inference(self):
model_name = "facebook/flava-full"
model = FlavaModel.from_pretrained(model_name).to(torch_device)
processor = FlavaProcessor.from_pretrained(model_name)
image = prepare_img()
inputs = processor(
... | FlavaModelIntegrationTest |
python | mlflow__mlflow | mlflow/models/evaluation/artifacts.py | {
"start": 2614,
"end": 3568
} | class ____(EvaluationArtifact):
def _save(self, output_artifact_path):
with open(output_artifact_path, "wb") as f:
pickle.dump(self._content, f)
def _load_content_from_file(self, local_artifact_path):
with open(local_artifact_path, "rb") as f:
self._content = pickle.load... | PickleEvaluationArtifact |
python | spyder-ide__spyder | spyder/plugins/completion/providers/snippets/widgets/snippetsconfig.py | {
"start": 5894,
"end": 9054
} | class ____:
"""Convenience class to store user snippets."""
def __init__(self, language=None, trigger_text="", description="",
snippet_text="", remove_trigger=False, get_option=None,
set_option=None):
self.index = 0
self.language = language
if self.lang... | Snippet |
python | huggingface__transformers | benchmark_v2/framework/hardware_metrics.py | {
"start": 2593,
"end": 3634
} | class ____:
"""A class to get statistics about the GPU. It serves as a wrapper that holds the GPU total memory and its name,
which is used to call the right function to get the utilization and memory used."""
def __init__(self) -> None:
self.device_name, self.device_memory_total = get_device_name_a... | GPUStatsCollector |
python | huggingface__transformers | tests/models/t5/test_tokenization_t5.py | {
"start": 933,
"end": 2739
} | class ____(TokenizerTesterMixin, unittest.TestCase):
from_pretrained_id = "google-t5/t5-small"
tokenizer_class = T5Tokenizer
integration_expected_tokens = ['▁This', '▁is', '▁', 'a', '▁test', '▁', '😊', '▁I', '▁was', '▁born', '▁in', '▁9', '2000', ',', '▁and', '▁this', '▁is', '▁fal', 's', 'é', '.', '▁', '生活的... | T5TokenizationTest |
python | django__django | tests/timezones/forms.py | {
"start": 116,
"end": 188
} | class ____(forms.Form):
dt = forms.SplitDateTimeField()
| EventSplitForm |
python | mlflow__mlflow | mlflow/semantic_kernel/autolog.py | {
"start": 3379,
"end": 4582
} | class ____(SimpleSpanProcessor):
def __init__(self):
# NB: Dummy NoOp exporter, because OTel span processor requires an exporter
self.span_exporter = SpanExporter()
def on_start(self, span: OTelSpan, parent_context: Context | None = None):
# Trigger MLflow's span processor
trace... | SemanticKernelSpanProcessor |
python | apache__airflow | providers/slack/src/airflow/providers/slack/transfers/sql_to_slack_webhook.py | {
"start": 1236,
"end": 6843
} | class ____(BaseSqlToSlackOperator):
"""
Executes an SQL statement in a given SQL connection and sends the results to Slack Incoming Webhook.
The results of the query are rendered into the 'slack_message' parameter as a Pandas
dataframe using a JINJA variable called '{{ results_df }}'. The 'results_df' ... | SqlToSlackWebhookOperator |
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