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 | fluentpython__example-code-2e | 10-dp-1class-func/strategy_param.py | {
"start": 1178,
"end": 1247
} | class ____(typing.NamedTuple):
name: str
fidelity: int
| Customer |
python | python-poetry__poetry | src/poetry/repositories/link_sources/json.py | {
"start": 364,
"end": 1850
} | class ____(LinkSource):
"""Links as returned by PEP 691 compatible JSON-based Simple API."""
def __init__(self, url: str, content: dict[str, Any]) -> None:
super().__init__(url=url)
self.content = content
@cached_property
def _link_cache(self) -> LinkCache:
links: LinkCache = d... | SimpleJsonPage |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/storage/local_compute_log_manager.py | {
"start": 1255,
"end": 9251
} | class ____(ComputeLogManager, ConfigurableClass):
"""Stores copies of stdout & stderr for each compute step locally on disk."""
def __init__(
self,
base_dir: str,
polling_timeout: Optional[float] = None,
inst_data: Optional[ConfigurableClassData] = None,
):
self._bas... | LocalComputeLogManager |
python | django__django | tests/db_functions/json/test_json_object.py | {
"start": 3371,
"end": 3653
} | class ____(TestCase):
def test_not_supported(self):
msg = "JSONObject() is not supported on this database backend."
with self.assertRaisesMessage(NotSupportedError, msg):
Author.objects.annotate(json_object=JSONObject()).get()
| JSONObjectNotSupportedTests |
python | huggingface__transformers | src/transformers/models/flava/modeling_flava.py | {
"start": 36567,
"end": 40589
} | class ____(FlavaPreTrainedModel):
config: FlavaTextConfig
# This override allows us to load FlavaTextModel from FlavaModel/FlavaForPreTraining checkpoints.
base_model_prefix = "flava.text_model"
input_modalities = ("text",)
def __init__(self, config: FlavaTextConfig, add_pooling_layer: bool = True)... | FlavaTextModel |
python | Netflix__metaflow | metaflow/plugins/cards/card_decorator.py | {
"start": 736,
"end": 1332
} | class ____(object):
def __init__(self, info_func):
self._info_func = info_func
self._metadata_registered = {}
def register_metadata(self, card_uuid) -> Tuple[bool, Dict]:
info = self._info_func()
# Check that metadata was not written yet. We only want to write once.
if (... | MetadataStateManager |
python | PrefectHQ__prefect | src/integrations/prefect-github/prefect_github/schemas/graphql_schema.py | {
"start": 22690,
"end": 22906
} | class ____(sgqlc.types.Enum):
"""
See source code for more info.
"""
__schema__ = graphql_schema
__choices__ = ("CHEVRON_UP", "DOT", "DOT_FILL", "HEART_FILL", "PLUS", "ZAP")
| PinnedDiscussionPattern |
python | redis__redis-py | tests/test_connection.py | {
"start": 13579,
"end": 20064
} | class ____:
def test_clears_cache_on_disconnect(self, mock_connection, cache_conf):
cache = DefaultCache(CacheConfig(max_size=10))
cache_key = CacheKey(
command="GET", redis_keys=("foo",), redis_args=("GET", "foo")
)
cache.set(
CacheEntry(
cac... | TestUnitCacheProxyConnection |
python | tensorflow__tensorflow | tensorflow/python/autograph/pyct/transpiler_test.py | {
"start": 1415,
"end": 5421
} | class ____(test.TestCase):
def test_basic(self):
def f(a):
return a + 1
tr = TestTranspiler()
f, _, _ = tr.transform(f, None)
self.assertEqual(f(1), 0)
def test_closure(self):
b = 1
def f(a):
return a + b
tr = TestTranspiler()
f, _, _ = tr.transform(f, None)
se... | PyToPyTest |
python | pyca__cryptography | src/cryptography/hazmat/primitives/ciphers/algorithms.py | {
"start": 3229,
"end": 3496
} | class ____(BlockCipherAlgorithm):
name = "SM4"
block_size = 128
key_sizes = frozenset([128])
def __init__(self, key: bytes):
self.key = _verify_key_size(self, key)
@property
def key_size(self) -> int:
return len(self.key) * 8
| SM4 |
python | doocs__leetcode | solution/0500-0599/0519.Random Flip Matrix/Solution.py | {
"start": 0,
"end": 593
} | class ____:
def __init__(self, m: int, n: int):
self.m = m
self.n = n
self.total = m * n
self.mp = {}
def flip(self) -> List[int]:
self.total -= 1
x = random.randint(0, self.total)
idx = self.mp.get(x, x)
self.mp[x] = self.mp.get(self.total, self.... | Solution |
python | numba__numba | numba/core/types/containers.py | {
"start": 547,
"end": 1255
} | class ____(Type):
"""
A heterogeneous pair.
"""
def __init__(self, first_type, second_type):
self.first_type = first_type
self.second_type = second_type
name = "pair<%s, %s>" % (first_type, second_type)
super(Pair, self).__init__(name=name)
@property
def key(sel... | Pair |
python | weaviate__weaviate-python-client | weaviate/collections/classes/types.py | {
"start": 298,
"end": 379
} | class ____(BaseModel):
model_config = ConfigDict(extra="forbid")
| _WeaviateInput |
python | django__django | tests/admin_widgets/widgetadmin.py | {
"start": 405,
"end": 746
} | class ____(admin.ModelAdmin):
def formfield_for_foreignkey(self, db_field, request, **kwargs):
if db_field.name == "car":
kwargs["queryset"] = Car.objects.filter(owner=request.user)
return db_field.formfield(**kwargs)
return super().formfield_for_foreignkey(db_field, request,... | CarTireAdmin |
python | huggingface__transformers | src/transformers/models/granitemoehybrid/modular_granitemoehybrid.py | {
"start": 6993,
"end": 7599
} | class ____(GraniteMoeSharedPreTrainedModel):
config: GraniteMoeHybridConfig
_no_split_modules = ["GraniteMoeHybridDecoderLayer"]
_is_stateful = True
@torch.no_grad()
def _init_weights(self, module):
super()._init_weights(module)
if isinstance(module, GraniteMoeHybridMambaLayer):
... | GraniteMoeHybridPreTrainedModel |
python | huggingface__transformers | src/transformers/models/perceiver/modeling_perceiver.py | {
"start": 112728,
"end": 113422
} | class ____(nn.Module):
"""
Classification postprocessing for Perceiver. Can be used to convert the decoder output to classification logits.
Args:
config ([*PerceiverConfig*]):
Model configuration.
in_channels (`int`):
Number of channels in the input.
"""
def... | PerceiverClassificationPostprocessor |
python | scipy__scipy | scipy/optimize/_trustregion_constr/report.py | {
"start": 1066,
"end": 1410
} | class ____(ReportBase):
COLUMN_NAMES = ["niter", "f evals", "CG iter", "obj func", "tr radius",
"opt", "c viol", "penalty", "CG stop"]
COLUMN_WIDTHS = [7, 7, 7, 13, 10, 10, 10, 10, 7]
ITERATION_FORMATS = ["^7", "^7", "^7", "^+13.4e", "^10.2e", "^10.2e",
"^10.2e",... | SQPReport |
python | dask__distributed | distributed/recreate_tasks.py | {
"start": 271,
"end": 1276
} | class ____:
"""A plugin for the scheduler to recreate tasks locally
This adds the following routes to the scheduler
* get_runspec
* get_error_cause
"""
def __init__(self, scheduler):
self.scheduler = scheduler
self.scheduler.handlers["get_runspec"] = self.get_runspec
... | ReplayTaskScheduler |
python | allegroai__clearml | clearml/backend_api/services/v2_20/tasks.py | {
"start": 357637,
"end": 361207
} | class ____(Response):
"""
Response of tasks.publish_many endpoint.
:param succeeded:
:type succeeded: Sequence[dict]
:param failed:
:type failed: Sequence[dict]
"""
_service = "tasks"
_action = "publish_many"
_version = "2.20"
_schema = {
"definitions": {},
... | PublishManyResponse |
python | dagster-io__dagster | python_modules/libraries/dagster-airbyte/dagster_airbyte/managed/generated/sources.py | {
"start": 223066,
"end": 225323
} | class ____(GeneratedAirbyteSource):
class PasswordAuthentication:
@public
def __init__(self, auth_user_password: str):
self.auth_method = "SSH_PASSWORD_AUTH"
self.auth_user_password = check.str_param(auth_user_password, "auth_user_password")
class SSHKeyAuthentication:
... | SftpSource |
python | ray-project__ray | rllib/models/torch/torch_action_dist.py | {
"start": 14530,
"end": 16818
} | class ____(TorchDistributionWrapper):
"""
A Beta distribution is defined on the interval [0, 1] and parameterized by
shape parameters alpha and beta (also called concentration parameters).
PDF(x; alpha, beta) = x**(alpha - 1) (1 - x)**(beta - 1) / Z
with Z = Gamma(alpha) Gamma(beta) / Gamma(alp... | TorchBeta |
python | PyCQA__pydocstyle | src/tests/test_cases/test.py | {
"start": 3680,
"end": 3963
} | class ____:
"""TrailingSpace."""
pass
expect('LeadingAndTrailingSpaceMissing',
'D203: 1 blank line required before class docstring (found 0)')
expect('LeadingAndTrailingSpaceMissing',
'D204: 1 blank line required after class docstring (found 0)')
| TrailingSpace |
python | django__django | tests/reverse_lookup/models.py | {
"start": 326,
"end": 581
} | class ____(models.Model):
name = models.CharField(max_length=100)
poll = models.ForeignKey(Poll, models.CASCADE, related_name="poll_choice")
related_poll = models.ForeignKey(
Poll, models.CASCADE, related_name="related_choice"
)
| Choice |
python | pytorch__pytorch | test/distributed/test_nvshmem.py | {
"start": 9088,
"end": 26262
} | class ____(MultiProcContinuousTest):
def _init_device(self) -> None:
# TODO: relieve this (seems to hang if without)
device_module.set_device(self.device)
# Set NVSHMEM as SymmMem backend
symm_mem.set_backend("NVSHMEM")
@property
def device(self) -> torch.device:
ret... | NVSHMEMAll2AllTest |
python | pennersr__django-allauth | allauth/socialaccount/forms.py | {
"start": 1205,
"end": 2037
} | class ____(forms.Form):
account = forms.ModelChoiceField(
queryset=SocialAccount.objects.none(),
widget=forms.RadioSelect,
required=True,
)
def __init__(self, *args, **kwargs):
self.request = kwargs.pop("request")
self.accounts = SocialAccount.objects.filter(user=sel... | DisconnectForm |
python | django__django | tests/db_functions/text/test_sha512.py | {
"start": 228,
"end": 2367
} | class ____(TestCase):
@classmethod
def setUpTestData(cls):
Author.objects.bulk_create(
[
Author(alias="John Smith"),
Author(alias="Jordan Élena"),
Author(alias="皇帝"),
Author(alias=""),
Author(alias=None),
... | SHA512Tests |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/definitions/metadata/metadata_set.py | {
"start": 3980,
"end": 6150
} | class ____(NamespacedKVSet):
"""Extend this class to define a set of metadata fields in the same namespace.
Supports splatting to a dictionary that can be placed inside a metadata argument along with
other dictionary-structured metadata.
.. code-block:: python
my_metadata: NamespacedMetadataS... | NamespacedMetadataSet |
python | falconry__falcon | examples/recipes/raw_url_path_asgi.py | {
"start": 39,
"end": 383
} | class ____:
async def process_request(self, req, resp):
raw_path = req.scope.get('raw_path')
# NOTE: Decode the raw path from the raw_path bytestring, disallowing
# non-ASCII characters, assuming they are correctly percent-coded.
if raw_path:
req.path = raw_path.decode... | RawPathComponent |
python | getsentry__sentry | src/sentry/web/frontend/debug/debug_new_release_email.py | {
"start": 725,
"end": 5089
} | class ____(View):
def get(self, request: HttpRequest) -> HttpResponse:
org = Organization(id=1, slug="organization", name="My Company")
projects = [
Project(id=1, organization=org, slug="project", name="My Project"),
Project(id=2, organization=org, slug="another-project", nam... | DebugNewReleaseEmailView |
python | readthedocs__readthedocs.org | readthedocs/projects/migrations/0091_upate_meta_options.py | {
"start": 120,
"end": 448
} | class ____(migrations.Migration):
safe = Safe.after_deploy()
dependencies = [
("projects", "0090_dont_allow_ips_on_domains"),
]
operations = [
migrations.AlterModelOptions(
name="project",
options={"ordering": ("slug",), "verbose_name": "project"},
),
... | Migration |
python | google__jax | jax/_src/buffer_callback.py | {
"start": 7583,
"end": 10463
} | class ____(effects.Effect):
def __str__(self):
return "BufferCallback"
_BufferCallbackEffect = BufferCallbackEffect()
effects.lowerable_effects.add_type(BufferCallbackEffect)
effects.control_flow_allowed_effects.add_type(BufferCallbackEffect)
@buffer_callback_p.def_effectful_abstract_eval
def _buffer_callback_... | BufferCallbackEffect |
python | getsentry__sentry | src/sentry/release_health/base.py | {
"start": 3677,
"end": 4360
} | class ____(TypedDict):
#: Adoption rate (based on usercount) for a project's release from 0..100
adoption: float | None
#: Adoption rate (based on sessioncount) for a project's release from 0..100
sessions_adoption: float | None
#: User count for a project's release (past 24h)
users_24h: int | N... | ReleaseAdoption |
python | readthedocs__readthedocs.org | readthedocs/organizations/migrations/0014_update_dj_simple_history.py | {
"start": 149,
"end": 1412
} | class ____(migrations.Migration):
safe = Safe.before_deploy()
dependencies = [
("organizations", "0013_update_naming"),
]
operations = [
migrations.AlterModelOptions(
name="historicalorganization",
options={
"get_latest_by": ("history_date", "hist... | Migration |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/ruff/RUF009_attrs_auto_attribs.py | {
"start": 1580,
"end": 1706
} | class ____:
a: str = 0
b = field()
c: int = foo()
d = list()
@attr.s(auto_attribs=True) # auto_attribs = True
| C |
python | kamyu104__LeetCode-Solutions | Python/minimum-path-cost-in-a-grid.py | {
"start": 40,
"end": 566
} | class ____(object):
def minPathCost(self, grid, moveCost):
"""
:type grid: List[List[int]]
:type moveCost: List[List[int]]
:rtype: int
"""
dp = [[0]*len(grid[0]) for _ in xrange(2)]
dp[0] = [grid[0][j] for j in xrange(len(grid[0]))]
for i in xrange(len... | Solution |
python | ray-project__ray | python/ray/serve/tests/unit/test_deployment_state.py | {
"start": 2515,
"end": 13251
} | class ____:
def __init__(
self,
replica_id: ReplicaID,
version: DeploymentVersion,
):
self._replica_id = replica_id
self._actor_name = replica_id.to_full_id_str()
# Will be set when `start()` is called.
self.started = False
# Will be set when `reco... | MockReplicaActorWrapper |
python | davidhalter__jedi | test/completion/descriptors.py | {
"start": 0,
"end": 492
} | class ____(object):
"""
A data descriptor that sets and returns values
normally and prints a message logging their access.
"""
def __init__(self, initval=None, name='var'):
self.val = initval
self.name = name
def __get__(self, obj, objtype):
print('Retrieving', self.name... | RevealAccess |
python | charliermarsh__ruff | crates/ruff_linter/resources/test/fixtures/pyupgrade/UP004.py | {
"start": 762,
"end": 801
} | class ____(
object, # )
):
...
| A |
python | PrefectHQ__prefect | src/integrations/prefect-aws/prefect_aws/s3.py | {
"start": 27096,
"end": 87083
} | class ____(WritableFileSystem, WritableDeploymentStorage, ObjectStorageBlock):
"""
Block used to store data using AWS S3 or S3-compatible object storage like MinIO.
Attributes:
bucket_name: Name of your bucket.
credentials: A block containing your credentials to AWS or MinIO.
bucket... | S3Bucket |
python | pytorch__pytorch | torch/ao/quantization/qconfig_mapping.py | {
"start": 7665,
"end": 14845
} | class ____:
"""
Mapping from model ops to :class:`torch.ao.quantization.QConfig` s.
The user can specify QConfigs using the following methods (in increasing match priority):
``set_global`` : sets the global (default) QConfig
``set_object_type`` : sets the QConfig for a given module type, ... | QConfigMapping |
python | walkccc__LeetCode | solutions/2033. Minimum Operations to Make a Uni-Value Grid/2033.py | {
"start": 0,
"end": 285
} | class ____:
def minOperations(self, grid: list[list[int]], x: int) -> int:
arr = sorted([a for row in grid for a in row])
if any((a - arr[0]) % x for a in arr):
return -1
ans = 0
for a in arr:
ans += abs(a - arr[len(arr) // 2]) // x
return ans
| Solution |
python | ipython__ipython | IPython/core/display.py | {
"start": 20455,
"end": 22870
} | class ____(JSON):
"""GeoJSON expects JSON-able dict
not an already-serialized JSON string.
Scalar types (None, number, string) are not allowed, only dict containers.
"""
def __init__(self, *args, **kwargs):
"""Create a GeoJSON display object given raw data.
Parameters
---... | GeoJSON |
python | allegroai__clearml | clearml/backend_api/services/v2_23/frames.py | {
"start": 464689,
"end": 468258
} | class ____(Request):
"""
For each passed query return projected frames matcing the conditions.
One frame is returned per unique query field value
:param versions: Dataset versions
:type versions: Sequence[ViewEntry]
:param query: The list of field queries
:type query: Sequence[dict]
"""... | GetWithProjectionRequest |
python | huggingface__transformers | src/transformers/models/speecht5/modeling_speecht5.py | {
"start": 34558,
"end": 35198
} | class ____(nn.Module, EmbeddingAccessMixin):
def __init__(self, config):
super().__init__()
self.config = config
self.lm_head = nn.Linear(config.hidden_size, config.vocab_size, bias=False)
def forward(self, hidden_states: torch.Tensor):
return self.lm_head(hidden_states)
de... | SpeechT5TextDecoderPostnet |
python | getsentry__sentry | tests/sentry/api/helpers/test_group_index.py | {
"start": 23325,
"end": 24130
} | class ____(TestCase):
def setUp(self) -> None:
self.group = self.create_group()
self.group_list = [self.group]
self.project_lookup = {self.group.project_id: self.group.project}
def test_has_seen(self) -> None:
handle_has_seen(True, self.group_list, self.project_lookup, [self.pro... | TestHandleHasSeen |
python | django__django | tests/delete_regress/models.py | {
"start": 1438,
"end": 1805
} | class ____(models.Model):
contacts = models.ManyToManyField(Contact, related_name="research_contacts")
primary_contact = models.ForeignKey(
Contact, models.SET_NULL, null=True, related_name="primary_contacts"
)
secondary_contact = models.ForeignKey(
Contact, models.SET_NULL, null=True, r... | Researcher |
python | apache__airflow | providers/amazon/tests/unit/amazon/aws/transfers/test_google_api_to_s3.py | {
"start": 1086,
"end": 7610
} | class ____:
@pytest.fixture(autouse=True)
def setup_connections(self, create_connection_without_db):
create_connection_without_db(
models.Connection(
conn_id="google_test",
host="google",
conn_type="google_cloud_platform",
schem... | TestGoogleApiToS3 |
python | openai__openai-python | src/openai/types/beta/threads/message_deleted.py | {
"start": 192,
"end": 303
} | class ____(BaseModel):
id: str
deleted: bool
object: Literal["thread.message.deleted"]
| MessageDeleted |
python | huggingface__transformers | tests/models/siglip2/test_modeling_siglip2.py | {
"start": 20944,
"end": 23979
} | class ____(Siglip2ModelTesterMixin, PipelineTesterMixin, unittest.TestCase):
all_model_classes = (Siglip2Model,) if is_torch_available() else ()
pipeline_model_mapping = {"feature-extraction": Siglip2Model} if is_torch_available() else {}
additional_model_inputs = [
"pixel_values",
"pixel_at... | Siglip2ModelTest |
python | Netflix__metaflow | metaflow/datastore/spin_datastore.py | {
"start": 129,
"end": 3035
} | class ____(object):
def __init__(
self,
flow_name: str,
run_id: str,
step_name: str,
task_id: str,
orig_datastore: TaskDataStore,
spin_artifacts: Dict[str, Any],
):
"""
SpinTaskDatastore is a datastore for a task that is used to retrieve
... | SpinTaskDatastore |
python | aio-libs__aiohttp | aiohttp/web_exceptions.py | {
"start": 9405,
"end": 9474
} | class ____(HTTPClientError):
status_code = 424
| HTTPFailedDependency |
python | pallets__markupsafe | src/markupsafe/__init__.py | {
"start": 11088,
"end": 12090
} | class ____(string.Formatter):
__slots__ = ("escape",)
def __init__(self, escape: _TPEscape) -> None:
self.escape: _TPEscape = escape
super().__init__()
def format_field(self, value: t.Any, format_spec: str) -> str:
if hasattr(value, "__html_format__"):
rv = value.__html... | EscapeFormatter |
python | kamyu104__LeetCode-Solutions | Python/kth-smallest-number-in-multiplication-table.py | {
"start": 42,
"end": 545
} | class ____(object):
def findKthNumber(self, m, n, k):
"""
:type m: int
:type n: int
:type k: int
:rtype: int
"""
def count(target, m, n):
return sum(min(target//i, n) for i in xrange(1, m+1))
left, right = 1, m*n
while left <= righ... | Solution |
python | Delgan__loguru | tests/exceptions/source/diagnose/multilines_repr.py | {
"start": 138,
"end": 341
} | class ____:
def __repr__(self):
return "[[1, 2, 3]\n" " [4, 5, 6]\n" " [7, 8, 9]]"
def multiline():
a = b = A()
a + b
try:
multiline()
except TypeError:
logger.exception("")
| A |
python | jmcnamara__XlsxWriter | xlsxwriter/test/comparison/test_set_column01.py | {
"start": 315,
"end": 2148
} | class ____(ExcelComparisonTest):
"""
Test file created by XlsxWriter against a file created by Excel.
"""
def setUp(self):
self.set_filename("set_column01.xlsx")
def test_create_file(self):
"""Test the creation of a simple XlsxWriter file."""
workbook = Workbook(self.got_... | TestCompareXLSXFiles |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/assignment5.py | {
"start": 148,
"end": 354
} | class ____:
key: str
next: Optional["Node"] = None
node = Node()
# This should analyze fine because node.next should be assigned
# None before node is assigned None.
node.next, node = None, None
| Node |
python | apache__airflow | airflow-core/src/airflow/api_fastapi/core_api/datamodels/plugins.py | {
"start": 4371,
"end": 4553
} | class ____(BaseModel):
"""Plugin Import Error Collection serializer."""
import_errors: list[PluginImportErrorResponse]
total_entries: int
| PluginImportErrorCollectionResponse |
python | django__django | tests/test_client/views.py | {
"start": 6632,
"end": 9536
} | class ____(Form):
text = fields.CharField()
email = fields.EmailField()
value = fields.IntegerField()
single = fields.ChoiceField(choices=TestChoices)
multi = fields.MultipleChoiceField(choices=TestChoices)
def clean(self):
cleaned_data = self.cleaned_data
if cleaned_data.get("t... | TestForm |
python | pytest-dev__pytest | testing/test_pluginmanager.py | {
"start": 8667,
"end": 14846
} | class ____:
def test_register_imported_modules(self) -> None:
pm = PytestPluginManager()
mod = types.ModuleType("x.y.pytest_hello")
pm.register(mod)
assert pm.is_registered(mod)
values = pm.get_plugins()
assert mod in values
pytest.raises(ValueError, pm.regist... | TestPytestPluginManager |
python | google__flatbuffers | tests/namespace_test/NamespaceA/SecondTableInA.py | {
"start": 181,
"end": 1515
} | class ____(object):
__slots__ = ['_tab']
@classmethod
def GetRootAs(cls, buf, offset=0):
n = flatbuffers.encode.Get(flatbuffers.packer.uoffset, buf, offset)
x = SecondTableInA()
x.Init(buf, n + offset)
return x
@classmethod
def GetRootAsSecondTableInA(cls, buf, offset=0):
"""This method ... | SecondTableInA |
python | scipy__scipy | scipy/sparse/linalg/_dsolve/tests/test_linsolve.py | {
"start": 28946,
"end": 34644
} | class ____:
def setup_method(self):
use_solver(useUmfpack=False)
@pytest.mark.parametrize("fmt",["csr","csc"])
def test_zero_diagonal(self,fmt):
n = 5
rng = np.random.default_rng(43876432987)
A = rng.standard_normal((n, n))
b = np.arange(n)
A = scipy.sparse.t... | TestSpsolveTriangular |
python | walkccc__LeetCode | solutions/47. Permutations II/47.py | {
"start": 0,
"end": 556
} | class ____:
def permuteUnique(self, nums: list[int]) -> list[list[int]]:
ans = []
used = [False] * len(nums)
def dfs(path: list[int]) -> None:
if len(path) == len(nums):
ans.append(path.copy())
return
for i, num in enumerate(nums):
if used[i]:
continue
... | Solution |
python | tensorflow__tensorflow | tensorflow/python/data/experimental/ops/grouping.py | {
"start": 16140,
"end": 17164
} | class ____:
"""A reducer is used for reducing a set of elements.
A reducer is represented as a tuple of the three functions:
- init_func - to define initial value: key => initial state
- reducer_func - operation to perform on values with same key: (old state, input) => new state
- finalize_func - value to re... | Reducer |
python | microsoft__pyright | packages/pyright-internal/src/tests/samples/dataclassKwOnly1.py | {
"start": 320,
"end": 544
} | class ____:
b: int = field(kw_only=True, default=3)
a: str
DC2("hi")
DC2(a="hi")
DC2(a="hi", b=1)
DC2("hi", b=1)
# This should generate an error because "b" is keyword-only.
DC2("hi", 1)
@dataclass(kw_only=True)
| DC2 |
python | django__django | django/contrib/staticfiles/management/commands/runserver.py | {
"start": 184,
"end": 1373
} | class ____(RunserverCommand):
help = (
"Starts a lightweight web server for development and also serves static files."
)
def add_arguments(self, parser):
super().add_arguments(parser)
parser.add_argument(
"--nostatic",
action="store_false",
dest="... | Command |
python | langchain-ai__langchain | libs/langchain/tests/integration_tests/cache/fake_embeddings.py | {
"start": 2462,
"end": 3469
} | class ____(Embeddings):
"""From angles (as strings in units of pi) to unit embedding vectors on a circle."""
def embed_documents(self, texts: list[str]) -> list[list[float]]:
"""Make a list of texts into a list of embedding vectors."""
return [self.embed_query(text) for text in texts]
@ove... | AngularTwoDimensionalEmbeddings |
python | pydantic__pydantic | tests/mypy/outputs/mypy-plugin-strict_ini/plugin_fail.py | {
"start": 1496,
"end": 1682
} | class ____(BaseModel, extra='forbid'):
pass
KwargsForbidExtraModel(x=1)
# MYPY: error: Unexpected keyword argument "x" for "KwargsForbidExtraModel" [call-arg]
| KwargsForbidExtraModel |
python | Pylons__pyramid | src/pyramid/predicates.py | {
"start": 1497,
"end": 2489
} | class ____:
def __init__(self, val, config):
val = as_sorted_tuple(val)
reqs = []
for p in val:
k = p
v = None
if p.startswith('='):
if '=' in p[1:]:
k, v = p[1:].split('=', 1)
k = '=' + k
... | RequestParamPredicate |
python | tensorflow__tensorflow | tensorflow/python/distribute/distribute_lib.py | {
"start": 31822,
"end": 32506
} | class ____(enum.Enum):
"""Replication mode for input function.
* `PER_WORKER`: The input function will be called on each worker
independently, creating as many input pipelines as number of workers.
Replicas will dequeue from the local Dataset on their worker.
`tf.distribute.Strategy` doesn't manage any... | InputReplicationMode |
python | huggingface__transformers | src/transformers/models/data2vec/modular_data2vec_audio.py | {
"start": 9036,
"end": 9326
} | class ____(Wav2Vec2ForXVector):
pass
__all__ = [
"Data2VecAudioForAudioFrameClassification",
"Data2VecAudioForCTC",
"Data2VecAudioForSequenceClassification",
"Data2VecAudioForXVector",
"Data2VecAudioModel",
"Data2VecAudioPreTrainedModel",
]
| Data2VecAudioForXVector |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/ext/hybrid.py | {
"start": 43762,
"end": 43854
} | class ____(Protocol[_T_co]):
def __call__(s, self: Any, /) -> None: ...
| _HybridDeleterType |
python | pydata__xarray | xarray/tests/test_backends.py | {
"start": 11655,
"end": 12406
} | class ____:
def test_robust_getitem(self) -> None:
class UnreliableArrayFailure(Exception):
pass
class UnreliableArray:
def __init__(self, array, failures=1):
self.array = array
self.failures = failures
def __getitem__(self, key):... | TestCommon |
python | facebook__pyre-check | tools/generate_taint_models/model.py | {
"start": 5133,
"end": 6273
} | class ____(RawCallableModel):
callable_object: Callable[..., object]
def __init__(
self,
callable_object: Callable[..., object],
parameter_annotation: Optional[ParameterAnnotation] = None,
returns: Optional[str] = None,
parameter_type_whitelist: Optional[Iterable[str]] =... | CallableModel |
python | pyparsing__pyparsing | examples/infix_math_parser.py | {
"start": 965,
"end": 6486
} | class ____:
"""A class for defining an infix notation parsers."""
# Supported infix binary operators, i.e., '1+1'. The key is the notation of the operator in infix format,
# and the value the notation in parsed format.
BINARY_OPERATORS: dict[str, str] = {
"+": "Add",
"-": "Subtract",
... | InfixExpressionParser |
python | rapidsai__cudf | python/cudf_polars/cudf_polars/dsl/nodebase.py | {
"start": 464,
"end": 4777
} | class ____(Generic[T]):
"""
An abstract node type.
Nodes are immutable!
This contains a (potentially empty) tuple of child nodes,
along with non-child data. For uniform reconstruction and
implementation of hashing and equality schemes, child classes need
to provide a certain amount of meta... | Node |
python | pypa__setuptools | setuptools/_vendor/backports/tarfile/__init__.py | {
"start": 58240,
"end": 108491
} | class ____(object):
"""The TarFile Class provides an interface to tar archives.
"""
debug = 0 # May be set from 0 (no msgs) to 3 (all msgs)
dereference = False # If true, add content of linked file to the
# tar file, else the link.
ignore_... | TarFile |
python | simonw__sqlite-utils | sqlite_utils/db.py | {
"start": 5897,
"end": 5990
} | class ____(Exception):
"Could not tell which table this operation refers to"
| NoObviousTable |
python | pallets__werkzeug | src/werkzeug/wsgi.py | {
"start": 11762,
"end": 14740
} | class ____:
# private for now, but should we make it public in the future ?
"""This class can be used to convert an iterable object into
an iterable that will only yield a piece of the underlying content.
It yields blocks until the underlying stream range is fully read.
The yielded blocks will have... | _RangeWrapper |
python | pola-rs__polars | py-polars/src/polars/expr/string.py | {
"start": 1166,
"end": 115235
} | class ____:
"""Namespace for string related expressions."""
_accessor = "str"
def __init__(self, expr: Expr) -> None:
self._pyexpr = expr._pyexpr
def to_date(
self,
format: str | None = None,
*,
strict: bool = True,
exact: bool = True,
cache: bo... | ExprStringNameSpace |
python | celery__celery | t/smoke/tests/test_canvas.py | {
"start": 541,
"end": 945
} | class ____:
def test_sanity(self, celery_setup: CeleryTestSetup):
sig = group(
group(add.si(1, 1), add.si(2, 2)),
group([add.si(1, 1), add.si(2, 2)]),
group(s for s in [add.si(1, 1), add.si(2, 2)]),
)
res = sig.apply_async(queue=celery_setup.worker.worker_... | test_group |
python | great-expectations__great_expectations | great_expectations/datasource/fluent/pandas_datasource.py | {
"start": 2508,
"end": 13193
} | class ____(DataAsset):
"""
A Pandas DataAsset is a DataAsset that is backed by a Pandas DataFrame.
"""
_EXCLUDE_FROM_READER_OPTIONS: ClassVar[Set[str]] = {
"batch_definitions",
"batch_metadata",
"name",
"order_by",
"type",
"id",
}
class Config:
... | _PandasDataAsset |
python | pandas-dev__pandas | pandas/tests/extension/base/methods.py | {
"start": 354,
"end": 27303
} | class ____:
"""Various Series and DataFrame methods."""
def test_hash_pandas_object(self, data):
# _hash_pandas_object should return a uint64 ndarray of the same length
# as the data
from pandas.core.util.hashing import _default_hash_key
res = data._hash_pandas_object(
... | BaseMethodsTests |
python | wandb__wandb | wandb/automations/_generated/fragments.py | {
"start": 1535,
"end": 1713
} | class ____(GQLResult):
typename__: Typename[
Literal["GitHubOAuthIntegration", "Integration", "SlackIntegration"]
]
| GenericWebhookActionFieldsIntegrationIntegration |
python | django__django | tests/postgres_tests/test_hstore.py | {
"start": 680,
"end": 2387
} | class ____(PostgreSQLTestCase):
def test_save_load_success(self):
value = {"a": "b"}
instance = HStoreModel(field=value)
instance.save()
reloaded = HStoreModel.objects.get()
self.assertEqual(reloaded.field, value)
def test_null(self):
instance = HStoreModel(field... | SimpleTests |
python | xlwings__xlwings | xlwings/constants.py | {
"start": 127822,
"end": 127972
} | class ____:
xlXmlImportSuccess = 0 # from enum XlXmlImportResult
xlXmlImportValidationFailed = 2 # from enum XlXmlImportResult
| XmlImportResult |
python | openai__openai-python | src/openai/resources/images.py | {
"start": 94356,
"end": 94817
} | class ____:
def __init__(self, images: AsyncImages) -> None:
self._images = images
self.create_variation = _legacy_response.async_to_raw_response_wrapper(
images.create_variation,
)
self.edit = _legacy_response.async_to_raw_response_wrapper(
images.edit,
... | AsyncImagesWithRawResponse |
python | readthedocs__readthedocs.org | readthedocs/api/v3/serializers.py | {
"start": 31173,
"end": 31396
} | class ____(serializers.ModelSerializer):
"""Serializer used to remove a subproject relationship to a Project."""
class Meta:
model = ProjectRelationship
fields = ("alias",)
| SubprojectDestroySerializer |
python | fsspec__filesystem_spec | fsspec/implementations/zip.py | {
"start": 95,
"end": 6072
} | class ____(AbstractArchiveFileSystem):
"""Read/Write contents of ZIP archive as a file-system
Keeps file object open while instance lives.
This class is pickleable, but not necessarily thread-safe
"""
root_marker = ""
protocol = "zip"
cachable = False
def __init__(
self,
... | ZipFileSystem |
python | pallets__click | src/click/shell_completion.py | {
"start": 1417,
"end": 5583
} | class ____:
"""Represents a completion value and metadata about the value. The
default metadata is ``type`` to indicate special shell handling,
and ``help`` if a shell supports showing a help string next to the
value.
Arbitrary parameters can be passed when creating the object, and
accessed usi... | CompletionItem |
python | spack__spack | var/spack/test_repos/spack_repo/builtin_mock/packages/maintainers_1/package.py | {
"start": 217,
"end": 484
} | class ____(Package):
"""Package with a maintainers field."""
homepage = "http://www.example.com"
url = "http://www.example.com/maintainers-1.0.tar.gz"
maintainers("user1", "user2")
version("1.0", md5="0123456789abcdef0123456789abcdef")
| Maintainers1 |
python | pytorch__pytorch | torch/_inductor/ir.py | {
"start": 270184,
"end": 272620
} | class ____(ExternKernel):
"""
The result of a call to aten._assert_scalar
"""
def get_reads(self) -> OrderedSet[Dep]:
return OrderedSet()
def should_allocate(self) -> bool:
return False
def __init__(self, scalar: SympyBoolean, msg: str) -> None:
super().__init__(
... | AssertScalar |
python | catalyst-team__catalyst | catalyst/engines/torch.py | {
"start": 868,
"end": 1234
} | class ____(Engine):
"""Multi-GPU-based engine."""
def __init__(self, *args, **kwargs) -> None:
"""Init."""
super().__init__(*args, cpu=False, **kwargs)
def prepare_model(self, model):
"""Overrides."""
model = torch.nn.DataParallel(model)
model = super().prepare_mode... | DataParallelEngine |
python | oauthlib__oauthlib | examples/device_code_flow.py | {
"start": 7671,
"end": 7892
} | class ____:
def __init__(self):
validator = ExampleRequestValidator
self.server = Server(validator)
# You should already have the /token endpoint implemented in your provider.
| ServerSetupForTokenEndpoint |
python | sqlalchemy__sqlalchemy | lib/sqlalchemy/sql/type_api.py | {
"start": 3033,
"end": 3156
} | class ____(TypedDict):
impl: TypeEngine[Any]
result: Dict[Any, Optional[_ResultProcessorType[Any]]]
| _BaseTypeMemoDict |
python | gevent__gevent | src/gevent/testing/leakcheck.py | {
"start": 1928,
"end": 8227
} | class ____(object):
# Some builtin things that we ignore.
# For awhile, we also ignored types.FrameType and types.TracebackType,
# but those are important and often involved in leaks.
IGNORED_TYPES = (tuple, dict,)
try:
CALLBACK_KIND = gevent.core.callback
except AttributeError:
... | _RefCountChecker |
python | Textualize__textual | tests/test_binding_inheritance.py | {
"start": 18888,
"end": 20560
} | class ____(AppKeyRecorder):
"""An app with a non-default screen that handles movement key bindings, child no-inherit."""
SCREENS = {"main": ScreenWithMovementBindingsNoInheritEmptyChild}
def on_mount(self) -> None:
self.push_screen("main")
async def test_focused_child_widget_no_inherit_empty_bin... | AppWithScreenWithBindingsWidgetEmptyBindingsNoInherit |
python | airbytehq__airbyte | airbyte-ci/connectors/connectors_qa/src/connectors_qa/checks/documentation/documentation.py | {
"start": 13909,
"end": 17468
} | class ____(CheckDocumentationContent):
name = "Prerequisites section of the documentation describes all required fields from specification"
description = (
"The user facing connector documentation should update `Prerequisites`"
" section with description for all required fields from source speci... | CheckPrerequisitesSectionDescribesRequiredFieldsFromSpec |
python | dask__distributed | distributed/tests/test_nanny.py | {
"start": 3446,
"end": 17508
} | class ____(Worker):
# a subclass of Worker which is not Worker
pass
@gen_cluster(client=True, Worker=Nanny)
async def test_nanny_worker_class(c, s, w1, w2):
out = await c._run(lambda dask_worker=None: str(dask_worker.__class__))
assert "Worker" in list(out.values())[0]
assert w1.Worker is Worker
... | Something |
python | apache__airflow | providers/google/tests/unit/google/cloud/operators/test_pubsub.py | {
"start": 14040,
"end": 18763
} | class ____:
def _generate_messages(self, count):
return [
ReceivedMessage(
ack_id=f"{i}",
message={
"data": f"Message {i}".encode(),
"attributes": {"type": "generated message"},
},
)
f... | TestPubSubPullOperator |
python | dagster-io__dagster | python_modules/dagster-graphql/dagster_graphql/schema/asset_graph.py | {
"start": 8499,
"end": 57107
} | class ____(graphene.ObjectType):
# NOTE: properties/resolvers are listed alphabetically
assetKey = graphene.NonNull(GrapheneAssetKey)
assetMaterializations = graphene.Field(
non_null_list(GrapheneMaterializationEvent),
partitions=graphene.List(graphene.NonNull(graphene.String)),
befo... | GrapheneAssetNode |
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