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 | numpy__numpy | numpy/lib/tests/test_index_tricks.py | {
"start": 19552,
"end": 24407
} | class ____:
def test_diag_indices_from(self):
x = np.random.random((4, 4))
r, c = diag_indices_from(x)
assert_array_equal(r, np.arange(4))
assert_array_equal(c, np.arange(4))
def test_error_small_input(self):
x = np.ones(7)
with assert_raises_regex(ValueError, "... | TestDiagIndicesFrom |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/sql/functions.py | {
"start": 56480,
"end": 56602
} | class ____(ReturnTypeFromArgs[_T]): # noqa: A001
"""The SQL MAX() aggregate function."""
inherit_cache = True
| max |
python | spack__spack | lib/spack/spack/resource.py | {
"start": 289,
"end": 754
} | class ____:
"""Represents any resource to be fetched by a package.
This includes the main tarball or source archive, as well as extra archives defined
by the resource() directive.
Aggregates a name, a fetcher, a destination and a placement.
"""
def __init__(self, name, fetcher, destination, p... | Resource |
python | airbytehq__airbyte | airbyte-integrations/bases/connector-acceptance-test/connector_acceptance_test/tests/test_core.py | {
"start": 33461,
"end": 35216
} | class ____(BaseTest):
async def test_check(self, connector_config, inputs: ConnectionTestConfig, docker_runner: ConnectorRunner):
if inputs.status == ConnectionTestConfig.Status.Succeed:
output = await docker_runner.call_check(config=connector_config)
con_messages = filter_output(out... | TestConnection |
python | huggingface__transformers | src/transformers/modeling_outputs.py | {
"start": 63928,
"end": 68152
} | class ____(ModelOutput):
"""
Base class for outputs of sequence-to-sequence sentence classification models.
Args:
loss (`torch.FloatTensor` of shape `(1,)`, *optional*, returned when `label` is provided):
Classification (or regression if config.num_labels==1) loss.
logits (`torc... | Seq2SeqSequenceClassifierOutput |
python | huggingface__transformers | src/transformers/models/mask2former/modeling_mask2former.py | {
"start": 49367,
"end": 53382
} | class ____(nn.Module):
def __init__(self, config: Mask2FormerConfig):
super().__init__()
self.embed_dim = config.feature_size
self.self_attn = Mask2FormerPixelDecoderEncoderMultiscaleDeformableAttention(
embed_dim=self.embed_dim,
num_heads=config.num_attention_heads,
... | Mask2FormerPixelDecoderEncoderLayer |
python | getsentry__sentry | tests/sentry/integrations/api/endpoints/test_user_organizationintegration.py | {
"start": 951,
"end": 2309
} | class ____(APITestCase):
endpoint = "sentry-api-0-user-organization-integrations"
method = "get"
def setUp(self) -> None:
super().setUp()
self.login_as(self.user)
def test_simple(self) -> None:
integration = self.create_provider_integration(provider="github")
self.crea... | UserOrganizationIntegationTest |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_remove_timezone.py | {
"start": 617,
"end": 2382
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("remove_timezone01.xlsx")
def test_remove_timezone_none(self):
"""Test write_datetime without timezones."""
workbook = Workbook(sel... | TestCompareXLSXFiles |
python | huggingface__transformers | src/transformers/models/qwen2_5_omni/modeling_qwen2_5_omni.py | {
"start": 133920,
"end": 134646
} | class ____(nn.Module):
def __init__(self, dim):
super().__init__()
self.silu = nn.SiLU()
self.linear = nn.Linear(dim, dim * 6)
self.norm = nn.LayerNorm(dim, elementwise_affine=False, eps=1e-6)
def forward(self, hidden_states, emb=None):
emb = self.linear(self.silu(emb)... | Qwen2_5_OmniAdaLayerNormZero |
python | PrefectHQ__prefect | src/prefect/utilities/importtools.py | {
"start": 9358,
"end": 17760
} | class ____(Loader):
def __init__(
self,
alias: str,
callback: Optional[Callable[[str], None]],
real_spec: ModuleSpec,
):
self.alias = alias
self.callback = callback
self.real_spec = real_spec
def exec_module(self, module: ModuleType) -> None:
... | AliasedModuleLoader |
python | run-llama__llama_index | llama-index-integrations/llms/llama-index-llms-clarifai/llama_index/llms/clarifai/base.py | {
"start": 754,
"end": 7799
} | class ____(LLM):
"""
Clarifai LLM.
Examples:
`pip install llama-index-llms-clarifai`
```python
from llama_index.llms.clarifai import Clarifai
llm = Clarifai(
user_id="clarifai",
app_id="ml",
model_name="llama2-7b-alternative-4k",
... | Clarifai |
python | kamyu104__LeetCode-Solutions | Python/checking-existence-of-edge-length-limited-paths-ii.py | {
"start": 5133,
"end": 6378
} | class ____(object): # Time: O(n * α(n)), Space: O(n)
def __init__(self, n):
self.snap_id = 0
self.set = SnapshotArray(n)
for i in xrange(n):
self.set.set(i, i, self.snap_id)
self.rank = SnapshotArray(n)
def find_set(self, x, snap_id):
stk = []
while... | VersionedUnionFind |
python | django__django | django/db/migrations/questioner.py | {
"start": 303,
"end": 3478
} | class ____:
"""
Give the autodetector responses to questions it might have.
This base class has a built-in noninteractive mode, but the
interactive subclass is what the command-line arguments will use.
"""
def __init__(self, defaults=None, specified_apps=None, dry_run=None):
self.defaul... | MigrationQuestioner |
python | PrefectHQ__prefect | src/integrations/prefect-kubernetes/prefect_kubernetes/worker.py | {
"start": 6723,
"end": 6928
} | class ____(enum.Enum):
"""Enum representing the image pull policy options for a Kubernetes job."""
IF_NOT_PRESENT = "IfNotPresent"
ALWAYS = "Always"
NEVER = "Never"
| KubernetesImagePullPolicy |
python | ansible__ansible | test/lib/ansible_test/_internal/http.py | {
"start": 3041,
"end": 3649
} | class ____:
"""HTTP response."""
def __init__(self, method: str, url: str, status_code: int, response: str) -> None:
self.method = method
self.url = url
self.status_code = status_code
self.response = response
def json(self) -> t.Any:
"""Return the response parsed as... | HttpResponse |
python | jazzband__django-formtools | formtools/wizard/storage/base.py | {
"start": 162,
"end": 4998
} | class ____:
step_key = 'step'
step_data_key = 'step_data'
step_files_key = 'step_files'
extra_data_key = 'extra_data'
def __init__(self, prefix, request=None, file_storage=None):
self.prefix = 'wizard_%s' % prefix
self.request = request
self.file_storage = file_storage
... | BaseStorage |
python | crytic__slither | slither/core/declarations/solidity_variables.py | {
"start": 5343,
"end": 5923
} | class ____(SolidityVariable):
def _check_name(self, name: str) -> None:
assert name in SOLIDITY_VARIABLES_COMPOSED
@property
def name(self) -> str:
return self._name
@property
def type(self) -> ElementaryType:
return ElementaryType(SOLIDITY_VARIABLES_COMPOSED[self.name])
... | SolidityVariableComposed |
python | openai__openai-python | src/openai/types/responses/web_search_tool.py | {
"start": 525,
"end": 1218
} | class ____(BaseModel):
city: Optional[str] = None
"""Free text input for the city of the user, e.g. `San Francisco`."""
country: Optional[str] = None
"""
The two-letter [ISO country code](https://en.wikipedia.org/wiki/ISO_3166-1) of
the user, e.g. `US`.
"""
region: Optional[str] = None... | UserLocation |
python | cython__cython | tests/run/py3k_super.py | {
"start": 2788,
"end": 3073
} | class ____:
"""
>>> obj = D()
>>> obj.method(1)
1
>>> obj.method(0) # doctest: +ELLIPSIS
Traceback (most recent call last):
...
UnboundLocalError: ... '__class__' ...
"""
def method(self, x):
if x: __class__ = x
print(__class__)
| D |
python | run-llama__llama_index | llama-index-integrations/llms/llama-index-llms-baseten/llama_index/llms/baseten/utils.py | {
"start": 648,
"end": 4455
} | class ____(BaseModel):
"""
Model information for Baseten models.
Args:
id: unique identifier for the model, passed as model parameter for requests
model_type: API type (defaults to "chat")
client: client name
"""
id: str
model_type: str = "chat"
client: str = "Base... | Model |
python | great-expectations__great_expectations | contrib/experimental/great_expectations_experimental/expectations/expect_column_values_to_not_be_outliers.py | {
"start": 747,
"end": 2419
} | class ____(ColumnMapMetricProvider):
# This is the id string that will be used to reference your metric.
# Please see https://docs.greatexpectations.io/en/latest/reference/core_concepts/metrics.html#metrics
# for information on how to choose an id string for your Metric.
condition_metric_name = "column_... | ColumnValuesNotOutliers |
python | doocs__leetcode | solution/1600-1699/1639.Number of Ways to Form a Target String Given a Dictionary/Solution.py | {
"start": 0,
"end": 613
} | class ____:
def numWays(self, words: List[str], target: str) -> int:
@cache
def dfs(i: int, j: int) -> int:
if i >= m:
return 1
if j >= n:
return 0
ans = dfs(i + 1, j + 1) * cnt[j][ord(target[i]) - ord('a')]
ans = (ans +... | Solution |
python | spack__spack | var/spack/test_repos/spack_repo/tutorial/packages/hdf5/package.py | {
"start": 290,
"end": 24954
} | class ____(CMakePackage):
"""HDF5 is a data model, library, and file format for storing and managing
data. It supports an unlimited variety of datatypes, and is designed for
flexible and efficient I/O and for high volume and complex data.
"""
homepage = "https://portal.hdfgroup.org"
url = "http... | Hdf5 |
python | ray-project__ray | python/ray/data/_internal/execution/operators/base_physical_operator.py | {
"start": 9115,
"end": 9817
} | class ____(PhysicalOperator):
"""An operator that has multiple input dependencies and one output.
This operator serves as the base for union, zip, etc.
"""
def __init__(
self,
data_context: DataContext,
*input_ops: LogicalOperator,
):
"""Create a OneToOneOperator.
... | NAryOperator |
python | pytorch__pytorch | torch/testing/_internal/distributed/distributed_test.py | {
"start": 16361,
"end": 18928
} | class ____(MultiProcessTestCase):
@classmethod
def setUpClass(cls):
os.environ["MASTER_ADDR"] = str(MASTER_ADDR)
# Not setting MASTER_PORT and get a random free port
super().setUpClass()
def setUp(self):
super().setUp()
# initialize temp directories
initializ... | TestDistBackend |
python | sqlalchemy__sqlalchemy | test/orm/inheritance/test_relationship.py | {
"start": 97077,
"end": 100668
} | class ____(
AssertsCompiledSQL, fixtures.DeclarativeMappedTest
):
"""test for #12843 / discussion #12842"""
@classmethod
def setup_classes(cls):
Base = cls.DeclarativeBasic
class LogEntry(ComparableEntity, Base):
__tablename__ = "log_entry"
id: Mapped[int] = map... | SingleSubclassInRelationship |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/sql/selectable.py | {
"start": 150901,
"end": 151103
} | class ____(Enum):
UNION = "UNION"
UNION_ALL = "UNION ALL"
EXCEPT = "EXCEPT"
EXCEPT_ALL = "EXCEPT ALL"
INTERSECT = "INTERSECT"
INTERSECT_ALL = "INTERSECT ALL"
| _CompoundSelectKeyword |
python | getsentry__sentry | src/sentry/models/releases/util.py | {
"start": 1074,
"end": 9515
} | class ____(BaseQuerySet["Release"]):
def annotate_prerelease_column(self):
"""
Adds a `prerelease_case` column to the queryset which is used to properly sort
by prerelease. We treat an empty (but not null) prerelease as higher than any
other value.
"""
return self.ann... | ReleaseQuerySet |
python | keras-team__keras | keras/src/ops/node.py | {
"start": 154,
"end": 4214
} | class ____:
"""A `Node` describes an operation `__call__()` event.
A Keras Function is a DAG with `Node` instances as nodes, and
`KerasTensor` instances as edges. Nodes aren't `Operation` instances,
because a single operation could be called multiple times, which would
result in graph cycles.
... | Node |
python | allegroai__clearml | clearml/backend_api/services/v2_9/workers.py | {
"start": 43264,
"end": 46023
} | class ____(Request):
"""
Returns count of active company workers in the selected time range.
:param from_date: Starting time (in seconds from epoch) for collecting
statistics
:type from_date: float
:param to_date: Ending time (in seconds from epoch) for collecting statistics
:type to_da... | GetActivityReportRequest |
python | dagster-io__dagster | python_modules/dagster/dagster_tests/storage_tests/test_event_log.py | {
"start": 1394,
"end": 2201
} | class ____(TestEventLogStorage):
__test__ = True
@pytest.fixture(scope="function", name="storage")
def event_log_storage(self, instance):
yield instance.event_log_storage
@pytest.fixture(name="instance", scope="function")
def instance(self):
with DagsterInstance.ephemeral() as the_... | TestInMemoryEventLogStorage |
python | huggingface__transformers | src/transformers/models/t5/modeling_t5.py | {
"start": 3940,
"end": 5230
} | class ____(nn.Module):
def __init__(self, config: T5Config):
super().__init__()
self.wi_0 = nn.Linear(config.d_model, config.d_ff, bias=False)
self.wi_1 = nn.Linear(config.d_model, config.d_ff, bias=False)
self.wo = nn.Linear(config.d_ff, config.d_model, bias=False)
self.drop... | T5DenseGatedActDense |
python | cython__cython | Cython/Compiler/PyrexTypes.py | {
"start": 198292,
"end": 223624
} | class ____(Exception):
def __init__(self, errors, candidate_count):
if len(errors) == 1 or len({msg for _, msg in errors}) == 1:
_, errmsg = errors[0]
elif candidate_count:
errmsg = f"no suitable method found (candidates: {candidate_count})"
else:
# No can... | NoMatchFound |
python | scipy__scipy | benchmarks/benchmarks/go_benchmark_functions/go_funcs_M.py | {
"start": 19766,
"end": 20837
} | class ____(Benchmark):
r"""
MultiModal objective function.
This class defines the MultiModal global optimization problem. This
is a multimodal minimization problem defined as follows:
.. math::
f_{\text{MultiModal}}(x) = \left( \sum_{i=1}^n \lvert x_i \rvert
\right) \left( \prod_{i... | MultiModal |
python | scipy__scipy | scipy/optimize/tests/test_quadratic_assignment.py | {
"start": 7442,
"end": 9909
} | class ____(QAPCommonTests):
method = "faq"
def test_options(self):
# cost and distance matrices of QAPLIB instance chr12c
rng = np.random.default_rng(4358764578823597324)
A, B, opt_perm = chr12c()
n = len(A)
# check that max_iter is obeying with low input value
... | TestFAQ |
python | django-import-export__django-import-export | tests/core/tests/test_widgets.py | {
"start": 24846,
"end": 27254
} | class ____(TestCase, RowDeprecationTestMixin):
def setUp(self):
self.widget = widgets.ManyToManyWidget(Category)
self.widget_name = widgets.ManyToManyWidget(Category, field="name")
self.cat1 = Category.objects.create(name="Cat úňíčóďě")
self.cat2 = Category.objects.create(name="Cat 2... | ManyToManyWidget |
python | getsentry__sentry | src/sentry/api/bases/organization.py | {
"start": 6440,
"end": 6583
} | class ____(OrganizationPermission):
scope_map = {"GET": ["project:read", "project:write", "project:admin"]}
| OrganizationUserReportsPermission |
python | pypa__pip | src/pip/_vendor/resolvelib/resolvers/exceptions.py | {
"start": 817,
"end": 1283
} | class ____(ResolverException, Generic[RT, CT]):
def __init__(self, candidate: CT, criterion: Criterion[RT, CT]):
super().__init__(candidate, criterion)
self.candidate = candidate
self.criterion = criterion
def __str__(self) -> str:
return "Provided candidate {!r} does not satisf... | InconsistentCandidate |
python | getsentry__sentry | src/sentry/issues/endpoints/organization_group_search_view_details.py | {
"start": 1373,
"end": 4939
} | class ____(OrganizationEndpoint):
publish_status = {
"GET": ApiPublishStatus.EXPERIMENTAL,
"PUT": ApiPublishStatus.EXPERIMENTAL,
"DELETE": ApiPublishStatus.EXPERIMENTAL,
}
owner = ApiOwner.ISSUES
permission_classes = (GroupSearchViewPermission,)
def get(self, request: Reques... | OrganizationGroupSearchViewDetailsEndpoint |
python | pennersr__django-allauth | allauth/mfa/webauthn/views.py | {
"start": 2892,
"end": 3616
} | class ____(NextRedirectMixin, DeleteView):
object: Authenticator # https://github.com/typeddjango/django-stubs/issues/1227
template_name = (
"mfa/webauthn/authenticator_confirm_delete."
+ account_settings.TEMPLATE_EXTENSION
)
success_url = reverse_lazy("mfa_list_webauthn")
def get_... | RemoveWebAuthnView |
python | PrefectHQ__prefect | tests/test_tasks.py | {
"start": 26881,
"end": 27775
} | class ____:
def test_task_version_defaults_to_null(self):
@task
def my_task():
pass
assert my_task.version is None
def test_task_version_can_be_provided(self):
@task(version="test-dev-experimental")
def my_task():
pass
assert my_task.ver... | TestTaskVersion |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/dialects/postgresql/json.py | {
"start": 2510,
"end": 2942
} | class ____(JSONPathType):
"""JSON Path Type.
This is usually required to cast literal values to json path when using
json search like function, such as ``jsonb_path_query_array`` or
``jsonb_path_exists``::
stmt = sa.select(
sa.func.jsonb_path_query_array(
table.c.js... | JSONPATH |
python | jazzband__django-model-utils | tests/test_managers/test_join_manager.py | {
"start": 130,
"end": 1372
} | class ____(TestCase):
def setUp(self) -> None:
for i in range(20):
BoxJoinModel.objects.create(name=f'name_{i}')
JoinItemForeignKey.objects.create(
weight=10, belonging=BoxJoinModel.objects.get(name='name_1')
)
JoinItemForeignKey.objects.create(weight=20)
... | JoinManagerTest |
python | eth-brownie__brownie | brownie/_gui/source.py | {
"start": 279,
"end": 5615
} | class ____(ttk.Notebook):
def __init__(self, parent):
super().__init__(parent)
self.root = self._root()
self._scope = None
self.configure(padding=0)
self._frames = []
self.bind_count = 0
self.root.bind("<Left>", self.key_left)
self.root.bind("<Right>",... | SourceNoteBook |
python | ray-project__ray | rllib/utils/actor_manager.py | {
"start": 6188,
"end": 46065
} | class ____:
"""A manager that is aware of the healthiness of remote actors.
.. testcode::
import time
import ray
from ray.rllib.utils.actor_manager import FaultTolerantActorManager
@ray.remote
class MyActor:
def apply(self, fn):
return fn(se... | FaultTolerantActorManager |
python | pydantic__pydantic | tests/mypy/outputs/mypy-plugin_ini/plugin_fail_baseConfig.py | {
"start": 5166,
"end": 5449
} | class ____(BaseModel):
x: str = Field(..., alias=x_alias)
z: int
class Config:
validate_by_name = True
DynamicAliasModel2(y='y', z=1)
# MYPY: error: Missing named argument "x" for "DynamicAliasModel2" [call-arg]
DynamicAliasModel2(x='y', z=1)
| DynamicAliasModel2 |
python | pydata__xarray | xarray/coding/variables.py | {
"start": 24699,
"end": 25102
} | class ____(VariableCoder):
def encode(self):
raise NotImplementedError
def decode(self, variable: Variable, name: T_Name = None) -> Variable:
if variable.dtype.kind == "O" and variable.encoding.get("dtype", False) is str:
variable = variable.astype(variable.encoding["dtype"])
... | ObjectVLenStringCoder |
python | huggingface__transformers | tests/quantization/compressed_tensors_integration/test_compressed_tensors.py | {
"start": 368,
"end": 4173
} | class ____(unittest.TestCase):
tinyllama_w8a16 = "nm-testing/tinyllama-w8a16-dense"
tinyllama_w4a16 = "nm-testing/tinyllama-w4a16-compressed"
tinyllama_w8a8 = "nm-testing/tinyllama-w8a8-compressed"
llama3_8b_fp8 = "nm-testing/Meta-Llama-3-8B-Instruct-fp8-hf_compat"
prompt = "Paris is the capital of... | CompressedTensorsTest |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/cloud_memorystore.py | {
"start": 25184,
"end": 29040
} | class ____(GoogleCloudBaseOperator):
"""
Lists all Redis instances owned by a project in either the specified location (region) or all locations.
.. seealso::
For more information on how to use this operator, take a look at the guide:
:ref:`howto/operator:CloudMemorystoreListInstancesOperat... | CloudMemorystoreListInstancesOperator |
python | pypa__pip | src/pip/_vendor/distlib/util.py | {
"start": 51863,
"end": 52967
} | class ____(xmlrpclib.Transport):
def __init__(self, timeout, use_datetime=0):
self.timeout = timeout
xmlrpclib.Transport.__init__(self, use_datetime)
def make_connection(self, host):
h, eh, x509 = self.get_host_info(host)
if not self._connection or host != self._connection[0]:
... | Transport |
python | lepture__authlib | authlib/oidc/registration/claims.py | {
"start": 133,
"end": 17264
} | class ____(BaseClaims):
REGISTERED_CLAIMS = [
"token_endpoint_auth_signing_alg",
"application_type",
"sector_identifier_uri",
"subject_type",
"id_token_signed_response_alg",
"id_token_encrypted_response_alg",
"id_token_encrypted_response_enc",
"userinf... | ClientMetadataClaims |
python | sphinx-doc__sphinx | sphinx/ext/autosummary/__init__.py | {
"start": 5743,
"end": 21388
} | class ____(SphinxDirective):
"""Pretty table containing short signatures and summaries of functions etc.
autosummary can also optionally generate a hidden toctree:: node.
"""
required_arguments = 0
optional_arguments = 0
final_argument_whitespace = False
has_content = True
option_spec:... | Autosummary |
python | apache__airflow | dev/breeze/src/airflow_breeze/utils/kubernetes_utils.py | {
"start": 17814,
"end": 19043
} | class ____(NamedTuple):
kubernetes_version: str
python_version: str
def _get_k8s_python_version(
index: int, kubernetes_version_array: list[str], python_version_array: list[str]
) -> KubernetesPythonVersion:
current_python = python_version_array[index % len(python_version_array)]
current_kubernete... | KubernetesPythonVersion |
python | getsentry__sentry | tests/sentry/api/test_authentication.py | {
"start": 29026,
"end": 31439
} | class ____(TestCase):
def test_generate_signature(self) -> None:
url = "/test/endpoint"
body = b'{"test": "data"}'
shared_secrets = ["secret-key"]
service_name = "TestService"
signature = generate_service_request_signature(url, body, shared_secrets, service_name)
as... | TestGenerateServiceRequestSignature |
python | PyCQA__pylint | tests/config/test_argparse_config.py | {
"start": 764,
"end": 2026
} | class ____:
"""Tests for the argparse implementation of OptionsProviderMixIn.
The logger checker is used as an example checker for this implementation.
"""
@staticmethod
def test_logger_without_options() -> None:
"""Check that we raise messages when we do not supply any options."""
... | TestArgparseOptionsProviderMixin |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/declarative_automation/operands/run_operands.py | {
"start": 3795,
"end": 6667
} | class ____(SubsetAutomationCondition[AssetKey]):
tag_keys: Optional[Set[str]] = None
tag_values: Optional[Mapping[str, str]] = None
@property
@abstractmethod
def base_name(self) -> str: ...
@property
def name(self) -> str:
return _get_run_tag_filter_name(self.base_name, self.tag_ke... | NewUpdatesWithRunTagsCondition |
python | huggingface__transformers | src/transformers/models/auto/modeling_auto.py | {
"start": 81765,
"end": 81877
} | class ____(_BaseAutoModelClass):
_model_mapping = MODEL_FOR_MASK_GENERATION_MAPPING
| AutoModelForMaskGeneration |
python | hynek__structlog | src/structlog/_output.py | {
"start": 8617,
"end": 9115
} | class ____:
r"""
Produce `BytesLogger`\ s.
To be used with `structlog.configure`\ 's ``logger_factory``.
Args:
file: File to print to. (default: `sys.stdout`\ ``.buffer``)
Positional arguments are silently ignored.
.. versionadded:: 20.2.0
"""
__slots__ = ("_file",)
def... | BytesLoggerFactory |
python | pytorch__pytorch | torch/_numpy/_ndarray.py | {
"start": 8339,
"end": 21362
} | class ____:
def __init__(self, t=None):
if t is None:
self.tensor = torch.Tensor()
elif isinstance(t, torch.Tensor):
self.tensor = t
else:
raise ValueError(
"ndarray constructor is not recommended; prefer"
"either array(...)... | ndarray |
python | django__django | tests/admin_views/test_breadcrumbs.py | {
"start": 182,
"end": 1041
} | class ____(TestCase):
@classmethod
def setUpTestData(cls):
cls.superuser = User.objects.create_superuser(
username="super",
password="secret",
email="super@example.com",
)
def setUp(self):
self.client.force_login(self.superuser)
def test_brea... | AdminBreadcrumbsTests |
python | altair-viz__altair | altair/vegalite/v6/schema/core.py | {
"start": 1546058,
"end": 1549769
} | class ____(VegaLiteSchema):
"""
UnitSpec schema wrapper.
Base interface for a unit (single-view) specification.
Parameters
----------
mark : dict, :class:`Mark`, :class:`AnyMark`, :class:`BoxPlot`, :class:`MarkDef`, :class:`ErrorBar`, :class:`ErrorBand`, :class:`BoxPlotDef`, :class:`ErrorBarDe... | UnitSpec |
python | django__django | tests/delete_regress/models.py | {
"start": 636,
"end": 768
} | class ____(models.Model):
pagecount = models.IntegerField()
owner = models.ForeignKey("Child", models.CASCADE, null=True)
| Book |
python | getsentry__sentry | src/sentry/api/endpoints/internal/mail.py | {
"start": 391,
"end": 1917
} | class ____(Endpoint):
owner = ApiOwner.HYBRID_CLOUD
publish_status = {
"GET": ApiPublishStatus.PRIVATE,
"POST": ApiPublishStatus.PRIVATE,
}
permission_classes = (SuperuserPermission,)
def get(self, request: Request) -> Response:
assert request.user.is_authenticated
d... | InternalMailEndpoint |
python | pydantic__pydantic | pydantic-core/tests/validators/test_int.py | {
"start": 19265,
"end": 21336
} | class ____(float):
pass
def test_float_subclass() -> None:
v = SchemaValidator(cs.int_schema())
v_lax = v.validate_python(FloatSubclass(1))
assert v_lax == 1
assert type(v_lax) == int
def test_int_subclass_plain_enum() -> None:
v = SchemaValidator(cs.int_schema())
from enum import Enum
... | FloatSubclass |
python | PrefectHQ__prefect | src/prefect/utilities/templating.py | {
"start": 992,
"end": 16017
} | class ____(NamedTuple):
full_match: str
name: str
type: PlaceholderType
def determine_placeholder_type(name: str) -> PlaceholderType:
"""
Determines the type of a placeholder based on its name.
Args:
name: The name of the placeholder
Returns:
The type of the placeholder
... | Placeholder |
python | pypa__pip | tests/unit/test_finder.py | {
"start": 4231,
"end": 7204
} | class ____:
def test_skip_invalid_wheel_link(
self, caplog: pytest.LogCaptureFixture, data: TestData
) -> None:
"""
Test if PackageFinder skips invalid wheel filenames
"""
caplog.set_level(logging.DEBUG)
req = install_req_from_line("invalid")
# data.find_... | TestWheel |
python | django__django | django/contrib/gis/db/models/lookups.py | {
"start": 3654,
"end": 3894
} | class ____(GISLookup):
"""
The overlaps_left operator returns true if A's bounding box overlaps or is
to the left of B's bounding box.
"""
lookup_name = "overlaps_left"
@BaseSpatialField.register_lookup
| OverlapsLeftLookup |
python | apache__airflow | providers/google/src/airflow/providers/google/cloud/operators/cloud_composer.py | {
"start": 23678,
"end": 26401
} | class ____(GoogleCloudBaseOperator):
"""
List ImageVersions for provided location.
:param request: The request object. List ImageVersions in a project and location.
:param retry: Designation of what errors, if any, should be retried.
:param timeout: The timeout for this request.
:param metadat... | CloudComposerListImageVersionsOperator |
python | run-llama__llama_index | llama-index-integrations/readers/llama-index-readers-service-now/llama_index/readers/service_now/base.py | {
"start": 855,
"end": 7984
} | class ____(BaseModel):
"""
Manager for custom file parsers with validation and file processing capabilities.
Validates that custom parsers are provided for processing different file types.
At minimum, an HTML parser must be provided for processing article bodies.
"""
custom_parsers: Dict[FileT... | CustomParserManager |
python | doocs__leetcode | solution/1400-1499/1436.Destination City/Solution.py | {
"start": 0,
"end": 160
} | class ____:
def destCity(self, paths: List[List[str]]) -> str:
s = {a for a, _ in paths}
return next(b for _, b in paths if b not in s)
| Solution |
python | google__pytype | pytype/pyi/types.py | {
"start": 426,
"end": 2008
} | class ____(Exception):
"""Exceptions raised by the parser."""
def __init__(self, msg, line=None, filename=None, column=None, text=None):
super().__init__(msg)
self._line = line
self._filename = filename
self._column = column
self._text = text
@classmethod
def from_exc(cls, exc) -> "ParseEr... | ParseError |
python | readthedocs__readthedocs.org | readthedocs/oauth/querysets.py | {
"start": 481,
"end": 1826
} | class ____(NoReprQuerySet, models.QuerySet):
"""For models with relations through :py:class:`User`."""
def api(self, user=None):
"""Return objects for user."""
if not user.is_authenticated:
return self.none()
queryset = self.filter(users=user)
# Exclude repositories... | RelatedUserQuerySet |
python | automl__auto-sklearn | autosklearn/pipeline/components/regression/adaboost.py | {
"start": 452,
"end": 3133
} | class ____(AutoSklearnRegressionAlgorithm):
def __init__(self, n_estimators, learning_rate, loss, max_depth, random_state=None):
self.n_estimators = n_estimators
self.learning_rate = learning_rate
self.loss = loss
self.random_state = random_state
self.max_depth = max_depth
... | AdaboostRegressor |
python | altair-viz__altair | altair/vegalite/v6/schema/core.py | {
"start": 1046404,
"end": 1047258
} | class ____(VegaLiteSchema):
"""
Resolve schema wrapper.
Defines how scales, axes, and legends from different specs should be combined. Resolve is a
mapping from ``scale``, ``axis``, and ``legend`` to a mapping from channels to resolutions.
Scales and guides can be resolved to be ``"independent"`` o... | Resolve |
python | TheAlgorithms__Python | data_structures/stacks/stack.py | {
"start": 188,
"end": 4725
} | class ____[T]:
"""A stack is an abstract data type that serves as a collection of
elements with two principal operations: push() and pop(). push() adds an
element to the top of the stack, and pop() removes an element from the top
of a stack. The order in which elements come off of a stack are
Last I... | Stack |
python | HypothesisWorks__hypothesis | hypothesis-python/tests/cover/test_stateful.py | {
"start": 31964,
"end": 33429
} | class ____(RuleBasedStateMachine):
@initialize()
def init_a(self):
self.a = 0
@rule()
def inc(self):
self.a += 1
@invariant()
def check_a_positive(self):
# This will fail if run before the init_a method, but without
# @invariant(check_during_init=True) it will o... | TrickyInitMachine |
python | realpython__materials | arcade-platformer/arcade_platformer/04_define_player.py | {
"start": 575,
"end": 6411
} | class ____(arcade.Window):
def __init__(self) -> None:
super().__init__(SCREEN_WIDTH, SCREEN_HEIGHT, SCREEN_TITLE)
# These lists will hold different sets of sprites
self.coins = None
self.background = None
self.walls = None
self.ladders = None
self.goals = No... | Platformer |
python | allegroai__clearml | clearml/model.py | {
"start": 76727,
"end": 107380
} | class ____(BaseModel):
"""
Create an output model for a Task (experiment) to store the training results.
The OutputModel object is always connected to a Task object, because it is instantiated with a Task object
as an argument. It is, therefore, automatically registered as the Task's (experiment's) out... | OutputModel |
python | mlflow__mlflow | mlflow/store/tracking/dbmodels/models.py | {
"start": 34746,
"end": 38189
} | class ____(Base):
__tablename__ = "logged_models"
model_id = Column(String(36), nullable=False)
"""
Model ID: `String` (limit 36 characters). *Primary Key* for ``logged_models`` table.
"""
experiment_id = Column(Integer, nullable=False)
"""
Experiment ID to which this model belongs: *F... | SqlLoggedModel |
python | sympy__sympy | sympy/functions/special/hyper.py | {
"start": 31740,
"end": 32285
} | class ____(HyperRep):
""" Represent hyper([1/2, 1/2], [3/2], z) == asin(sqrt(z))/sqrt(z). """
@classmethod
def _expr_small(cls, z):
return asin(sqrt(z))/sqrt(z)
@classmethod
def _expr_small_minus(cls, z):
return asinh(sqrt(z))/sqrt(z)
@classmethod
def _expr_big(cls, z, n):
... | HyperRep_asin1 |
python | readthedocs__readthedocs.org | readthedocs/config/tests/test_validation.py | {
"start": 2219,
"end": 3067
} | class ____:
def test_it_accepts_relative_path(self, tmpdir):
tmpdir.mkdir("a directory")
validate_path("a directory", str(tmpdir))
def test_it_accepts_files(self, tmpdir):
tmpdir.join("file").write("content")
validate_path("file", str(tmpdir))
def test_it_accepts_absolute_p... | TestValidatePath |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/protocol1.py | {
"start": 1684,
"end": 1735
} | class ____(Protocol[T_co], Generic[T_co]): ...
| Proto2 |
python | tiangolo__fastapi | tests/test_dependency_yield_scope.py | {
"start": 296,
"end": 781
} | class ____:
def __init__(self) -> None:
self.open = True
def dep_session() -> Any:
s = Session()
yield s
s.open = False
def raise_after_yield() -> Any:
yield
raise HTTPException(status_code=503, detail="Exception after yield")
SessionFuncDep = Annotated[Session, Depends(dep_session... | Session |
python | donnemartin__interactive-coding-challenges | recursion_dynamic/fibonacci/test_fibonacci.py | {
"start": 18,
"end": 513
} | class ____(unittest.TestCase):
def test_fib(self, func):
result = []
expected = [0, 1, 1, 2, 3, 5, 8, 13, 21, 34]
for i in range(len(expected)):
result.append(func(i))
self.assertEqual(result, expected)
print('Success: test_fib')
def main():
test = TestFib(... | TestFib |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/flake8_pyi/PYI059.py | {
"start": 1216,
"end": 1349
} | class ____(Sized, Generic[T]): # Generic already in last place
def __init__(self) -> None:
self._items: List[T] = []
| MyList |
python | apache__airflow | providers/google/tests/unit/google/cloud/operators/test_dlp.py | {
"start": 10557,
"end": 11436
} | class ____:
@mock.patch("airflow.providers.google.cloud.operators.dlp.CloudDLPHook")
def test_delete_inspect_template(self, mock_hook):
mock_hook.return_value.delete_inspect_template.return_value = mock.MagicMock()
operator = CloudDLPDeleteInspectTemplateOperator(
template_id=TEMPLAT... | TestCloudDLPDeleteInspectTemplateOperator |
python | scikit-learn__scikit-learn | sklearn/utils/_testing.py | {
"start": 40953,
"end": 42609
} | class ____:
"""Minimal classifier implementation without inheriting from BaseEstimator.
This estimator should be tested with:
* `check_estimator` in `test_estimator_checks.py`;
* within a `Pipeline` in `test_pipeline.py`;
* within a `SearchCV` in `test_search.py`.
"""
def __init__(self, p... | MinimalClassifier |
python | ray-project__ray | python/ray/_private/worker.py | {
"start": 48214,
"end": 130585
} | class ____(BaseContext, Mapping):
"""
Context manager for attached drivers.
"""
dashboard_url: Optional[str]
python_version: str
ray_version: str
ray_commit: str
def __init__(self, address_info: Dict[str, Optional[str]]):
super().__init__()
self.dashboard_url = get_dash... | RayContext |
python | allegroai__clearml | clearml/backend_api/services/v2_13/tasks.py | {
"start": 188639,
"end": 191077
} | class ____(Request):
"""
Remove a task from its queue.
Fails if task status is not queued.
:param task: Task ID
:type task: str
:param status_reason: Reason for status change
:type status_reason: str
:param status_message: Extra information regarding status change
:type stat... | DequeueRequest |
python | google__pytype | build_scripts/build_utils.py | {
"start": 751,
"end": 5329
} | class ____:
"""Utility class to create and manage the build config cache."""
BUILD_CONFIG_CACHE = os.path.join(OUT_DIR, ".build_config.json")
def __init__(self, **kwargs):
self.py_version = kwargs.get("py_version")
self.build_type = kwargs.get("build_type")
def save_to_cache_file(self):
with open... | BuildConfig |
python | lazyprogrammer__machine_learning_examples | rl3/a2c/atari_wrappers.py | {
"start": 1868,
"end": 3335
} | class ____(gym.Wrapper):
def __init__(self, env):
"""Make end-of-life == end-of-episode, but only reset on true game over.
Done by DeepMind for the DQN and co. since it helps value estimation.
"""
gym.Wrapper.__init__(self, env)
self.lives = 0
self.was_real_done = Tru... | EpisodicLifeEnv |
python | SmileyChris__easy-thumbnails | easy_thumbnails/tests/test_files.py | {
"start": 17756,
"end": 18916
} | class ____(TestCase):
def setUp(self):
self.source = BytesIO(b'file-contents')
def test_single_fail(self):
source_generators = [FakeSourceGenerator(fail=True)]
self.assertRaises(
ValueError, engine.generate_source_image,
self.source, {}, source_generators, fail_... | EngineTest |
python | apache__airflow | devel-common/src/tests_common/test_utils/terraform.py | {
"start": 889,
"end": 1669
} | class ____(SystemTest):
"""Base class for Terraform tests."""
TERRAFORM_DIR: str
def setup_method(self) -> None:
self.execute_cmd(["terraform", "init", "-input=false", self.TERRAFORM_DIR])
self.execute_cmd(["terraform", "plan", "-input=false", self.TERRAFORM_DIR])
self.execute_cmd(... | Terraform |
python | tensorflow__tensorflow | tensorflow/python/framework/ops_test.py | {
"start": 23857,
"end": 43833
} | class ____(test_util.TensorFlowTestCase):
def testTraceback(self):
g = ops.Graph()
op1 = ops.Operation.from_node_def(
ops._NodeDef("None", "op1"), g, [], [dtypes.float32_ref, dtypes.float32]
)
self.assertIn("testTraceback", op1.traceback[-2])
@test_util.run_deprecated_v1
def testNoInputs... | OperationTest |
python | getsentry__sentry | src/sentry/api/serializers/models/organization.py | {
"start": 31098,
"end": 31300
} | class ____(
DetailedOrganizationSerializerResponse
):
teams: list[TeamSerializerResponse]
projects: list[OrganizationProjectResponse]
| DetailedOrganizationSerializerWithProjectsAndTeamsResponse |
python | kamyu104__LeetCode-Solutions | Python/find-the-k-th-character-in-string-game-ii.py | {
"start": 50,
"end": 427
} | class ____(object):
def kthCharacter(self, k, operations):
"""
:type k: int
:type operations: List[int]
:rtype: str
"""
result = 0
k -= 1
for i in xrange(min(len(operations), k.bit_length())):
if k&(1<<i):
result = (result+o... | Solution |
python | pydantic__pydantic | pydantic/networks.py | {
"start": 1683,
"end": 4147
} | class ____:
"""Url constraints.
Attributes:
max_length: The maximum length of the url. Defaults to `None`.
allowed_schemes: The allowed schemes. Defaults to `None`.
host_required: Whether the host is required. Defaults to `None`.
default_host: The default host. Defaults to `None... | UrlConstraints |
python | PrefectHQ__prefect | src/integrations/prefect-gcp/prefect_gcp/workers/vertex.py | {
"start": 1908,
"end": 8693
} | class ____(BaseVariables):
"""
Default variables for the Vertex AI worker.
The schema for this class is used to populate the `variables` section of the default
base job template.
"""
region: str = Field(
description="The region where the Vertex AI Job resides.",
examples=["us-c... | VertexAIWorkerVariables |
python | davidhalter__parso | parso/python/pep8.py | {
"start": 1143,
"end": 1621
} | class ____(object):
type = IndentationTypes.SUITE
def __init__(self, config, indentation, parent=None):
self.bracket_indentation = self.indentation = indentation
self.parent = parent
def __repr__(self):
return '<%s>' % self.__class__.__name__
def get_latest_suite_node(self):
... | IndentationNode |
python | kamyu104__LeetCode-Solutions | Python/parse-lisp-expression.py | {
"start": 33,
"end": 1212
} | class ____(object):
def evaluate(self, expression):
"""
:type expression: str
:rtype: int
"""
def getval(lookup, x):
return lookup.get(x, x)
def evaluate(tokens, lookup):
if tokens[0] in ('add', 'mult'):
a, b = map(int, map(lam... | Solution |
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