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 | scrapy__scrapy | tests/CrawlerRunner/custom_loop_different.py | {
"start": 206,
"end": 684
} | class ____(Spider):
name = "no_request"
custom_settings = {
"TWISTED_REACTOR": "twisted.internet.asyncioreactor.AsyncioSelectorReactor",
"ASYNCIO_EVENT_LOOP": "uvloop.Loop",
}
async def start(self):
return
yield
def main(reactor):
configure_logging()
runner = ... | NoRequestsSpider |
python | run-llama__llama_index | llama-index-integrations/vector_stores/llama-index-vector-stores-azurepostgresql/llama_index/vector_stores/azure_postgres/common/_shared.py | {
"start": 1212,
"end": 1547
} | class ____(BaseModel):
"""Basic username/password authentication for Azure Database for PostgreSQL connections.
:param username: Username for the connection.
:type username: str
:param password: Password for the connection.
:type password: str
"""
username: str = "postgres"
password: s... | BasicAuth |
python | joke2k__faker | faker/providers/person/ar_DZ/__init__.py | {
"start": 70,
"end": 6808
} | class ____(PersonProvider):
formats_female: Tuple[str, ...] = ("{{first_name_female}} {{last_name}}",)
formats_male: Tuple[str, ...] = ("{{first_name_male}} {{last_name}}",)
formats = formats_male + formats_female
# Translated from: https://studentsoftheworld.info/penpals/stats_fr.php?Pays=ALG
# ... | Provider |
python | qdrant__qdrant-client | qdrant_client/http/models/models.py | {
"start": 127672,
"end": 128237
} | class ____(BaseModel):
"""
Configuration for sparse inverted index.
"""
full_scan_threshold: Optional[int] = Field(
default=None,
description="We prefer a full scan search upto (excluding) this number of vectors. Note: this is number of vectors, not KiloBytes.",
)
index_type: "... | SparseIndexConfig |
python | tiangolo__fastapi | docs_src/dependencies/tutorial004_an_py310.py | {
"start": 171,
"end": 647
} | class ____:
def __init__(self, q: str | None = None, skip: int = 0, limit: int = 100):
self.q = q
self.skip = skip
self.limit = limit
@app.get("/items/")
async def read_items(commons: Annotated[CommonQueryParams, Depends()]):
response = {}
if commons.q:
response.update({"q"... | CommonQueryParams |
python | gevent__gevent | src/gevent/_config.py | {
"start": 18652,
"end": 18789
} | class ____(AresSettingMixin, Setting):
name = 'ares_tcp_port'
default = None
environment_key = 'GEVENTARES_TCP_PORT'
| AresTCPPort |
python | PrefectHQ__prefect | src/prefect/server/utilities/server.py | {
"start": 851,
"end": 2091
} | class ____(APIRoute):
"""
A FastAPIRoute class which attaches an async stack to requests that exits before
a response is returned.
Requests already have `request.scope['fastapi_astack']` which is an async stack for
the full scope of the request. This stack is used for managing contexts of FastAPI
... | PrefectAPIRoute |
python | sqlalchemy__sqlalchemy | test/sql/test_operators.py | {
"start": 3645,
"end": 12510
} | class ____(
testing.AssertsCompiledSQL, fixtures.TestBase
):
dialect = __dialect__ = "default_enhanced"
@testing.combinations((operators.desc_op, desc), (operators.asc_op, asc))
def test_scalar(self, operator, compare_to):
left = column("left")
assert left.comparator.operate(operator).c... | DefaultColumnComparatorTest |
python | allegroai__clearml | clearml/backend_api/services/v2_20/queues.py | {
"start": 16329,
"end": 19799
} | class ____(Request):
"""
Add or update queue metadata
:param queue: ID of the queue
:type queue: str
:param metadata: Metadata items to add or update
:type metadata: Sequence[MetadataItem]
:param replace_metadata: If set then the all the metadata items will be replaced with the provided one... | AddOrUpdateMetadataRequest |
python | ApeWorX__ape | src/ape_test/config.py | {
"start": 3735,
"end": 4462
} | class ____(PluginConfig):
enable_session: bool = True
"""
Set to ``False`` to disable session isolation.
"""
enable_package: bool = True
"""
Set to ``False`` to disable package isolation.
"""
enable_module: bool = True
"""
Set to ``False`` to disable module isolation.
"... | IsolationConfig |
python | pytorch__pytorch | torch/_functorch/_aot_autograd/aot_autograd_result.py | {
"start": 21243,
"end": 21469
} | class ____(GenericAOTAutogradResult[CompiledForward, CompiledBackward]):
"""
Regular AOTAutogradResult: saves the forward/backward FxGraphCache keys
and looks them up in FxGraphCache on load
"""
| AOTAutogradResult |
python | tensorflow__tensorflow | tensorflow/python/kernel_tests/check_ops_test.py | {
"start": 37217,
"end": 41124
} | class ____(test.TestCase):
# Static shape inference
@test_util.run_deprecated_v1
def testStaticShape(self):
placeholder = array_ops.placeholder(dtypes.int32)
ensure_shape_op = check_ops.ensure_shape(placeholder, (3, 3, 3))
self.assertEqual(ensure_shape_op.get_shape(), (3, 3, 3))
@test_util.run_dep... | EnsureShapeTest |
python | kamyu104__LeetCode-Solutions | Python/minimum-number-of-visited-cells-in-a-grid.py | {
"start": 970,
"end": 2163
} | class ____(object):
def minimumVisitedCells(self, grid):
"""
:type grid: List[List[int]]
:rtype: int
"""
m, n = len(grid), len(grid[0])
uf1 = [UnionFind(n+1) for _ in xrange(m)]
uf2 = [UnionFind(m+1) for _ in xrange(n)]
d, i, j = 1, 0, 0
q = [(... | Solution |
python | walkccc__LeetCode | solutions/642. Design Search Autocomplete System/642.py | {
"start": 0,
"end": 455
} | class ____:
def __init__(self):
self.children: dict[str, TrieNode] = {}
self.s: str | None = None
self.time = 0
self.top3: list[TrieNode] = []
def __lt__(self, other):
if self.time == other.time:
return self.s < other.s
return self.time > other.time
def update(self, node) -> None:
... | TrieNode |
python | dagster-io__dagster | examples/docs_snippets/docs_snippets/guides/components/shell-script-component/generated/2-shell-command-empty.py | {
"start": 22,
"end": 418
} | class ____(dg.Component, dg.Model, dg.Resolvable):
"""COMPONENT SUMMARY HERE.
COMPONENT DESCRIPTION HERE.
"""
# added fields here will define params when instantiated in Python, and yaml schema via Resolvable
def build_defs(self, context: dg.ComponentLoadContext) -> dg.Definitions:
# Add ... | ShellCommand |
python | pydantic__pydantic | tests/mypy/modules/plugin_success.py | {
"start": 1883,
"end": 1952
} | class ____(Model):
x: int
OverrideModel(x=1, y='b')
| OverrideModel |
python | django__django | tests/gis_tests/geo3d/tests.py | {
"start": 9795,
"end": 14005
} | class ____(FuncTestMixin, Geo3DLoadingHelper, TestCase):
def test_kml(self):
"""
Test KML() function with Z values.
"""
self._load_city_data()
h = City3D.objects.annotate(kml=AsKML("point", precision=6)).get(name="Houston")
# KML should be 3D.
# `SELECT ST_AsK... | Geo3DFunctionsTests |
python | pypa__warehouse | warehouse/manage/views/organizations.py | {
"start": 26152,
"end": 28956
} | class ____:
def __init__(self, organization, request):
self.organization = organization
self.request = request
self.organization_service = request.find_service(
IOrganizationService, context=None
)
@property
def default_response(self):
return {
... | ManageOrganizationTeamsViews |
python | dagster-io__dagster | python_modules/dagster/dagster/_core/events/__init__.py | {
"start": 67005,
"end": 67119
} | class ____:
asset_key: AssetKey
partition_keys: Optional[Sequence[str]]
@whitelist_for_serdes
| AssetWipedData |
python | neetcode-gh__leetcode | python/0304-range-sum-query-2d-immutable.py | {
"start": 0,
"end": 606
} | class ____:
def __init__(self, matrix):
self.sum_ = [[0] * (len(matrix[0]) + 1) for _ in range(len(matrix) + 1)]
for i, line in enumerate(matrix):
previous = 0
for j, num in enumerate(line):
previous += num
above = self.sum_[i][j + 1]
... | NumMatrix |
python | google__jax | jax/_src/core.py | {
"start": 113957,
"end": 117742
} | class ____(effects.Effect):
"""A side-effect introducing a new named axis into the current scope."""
name: AxisName
effects.control_flow_allowed_effects.add_type(NamedAxisEffect)
effects.custom_derivatives_allowed_effects.add_type(NamedAxisEffect)
effects.lowerable_effects.add_type(NamedAxisEffect)
effects.remat_a... | NamedAxisEffect |
python | pytest-dev__pytest | testing/test_runner.py | {
"start": 617,
"end": 5981
} | class ____:
def test_setup(self, pytester: Pytester) -> None:
item = pytester.getitem("def test_func(): pass")
ss = item.session._setupstate
values = [1]
ss.setup(item)
ss.addfinalizer(values.pop, item)
assert values
ss.teardown_exact(None)
assert not ... | TestSetupState |
python | ray-project__ray | doc/source/ray-core/doc_code/actor_checkpointing.py | {
"start": 1713,
"end": 2692
} | class ____:
def __init__(self, checkpoint_file):
self.checkpoint_file = checkpoint_file
if os.path.exists(self.checkpoint_file):
# Restore from a checkpoint
with open(self.checkpoint_file, "r") as f:
self.state = json.load(f)
else:
self.st... | ImmortalActor |
python | pandas-dev__pandas | asv_bench/benchmarks/strings.py | {
"start": 4596,
"end": 5832
} | class ____:
params = ([0, 3], [None, ","], [None, "-"], [0.0, 0.001, 0.15])
param_names = ["other_cols", "sep", "na_rep", "na_frac"]
def setup(self, other_cols, sep, na_rep, na_frac):
N = 10**5
mask_gen = lambda: np.random.choice([True, False], N, p=[1 - na_frac, na_frac])
self.s = ... | Cat |
python | marshmallow-code__marshmallow | tests/test_serialization.py | {
"start": 35621,
"end": 37606
} | class ____:
def test_serialize_with_missing_param_value(self):
class AliasingUserSerializer(Schema):
name = fields.String()
birthdate = fields.DateTime(dump_default=dt.datetime(2017, 9, 29))
data = {"name": "Mick"}
result = AliasingUserSerializer().dump(data)
... | TestSchemaSerialization |
python | Pylons__pyramid | src/pyramid/config/tweens.py | {
"start": 329,
"end": 6979
} | class ____:
def add_tween(self, tween_factory, under=None, over=None):
"""
.. versionadded:: 1.2
Add a 'tween factory'. A :term:`tween` (a contraction of 'between')
is a bit of code that sits between the Pyramid router's main request
handling function and the upstream WSGI ... | TweensConfiguratorMixin |
python | altair-viz__altair | altair/vegalite/v6/schema/core.py | {
"start": 858313,
"end": 858511
} | class ____(VegaLiteSchema):
"""ParameterName schema wrapper."""
_schema = {"$ref": "#/definitions/ParameterName"}
def __init__(self, *args):
super().__init__(*args)
| ParameterName |
python | dagster-io__dagster | helm/dagster/schema/schema/charts/dagster/subschema/postgresql.py | {
"start": 162,
"end": 433
} | class ____(BaseModel):
image: ExternalImage
enabled: bool
postgresqlHost: str
postgresqlUsername: str
postgresqlPassword: str
postgresqlDatabase: str
postgresqlParams: dict
postgresqlScheme: Optional[str] = None
service: Service
| PostgreSQL |
python | ray-project__ray | rllib/connectors/module_to_env/unbatch_to_individual_items.py | {
"start": 472,
"end": 4829
} | class ____(ConnectorV2):
"""Unbatches the given `data` back into the individual-batch-items format.
Note: This is one of the default module-to-env ConnectorV2 pieces that
are added automatically by RLlib into every module-to-env connector pipeline,
unless `config.add_default_connectors_to_module_to_env... | UnBatchToIndividualItems |
python | pola-rs__polars | py-polars/src/polars/dataframe/_html.py | {
"start": 534,
"end": 1372
} | class ____:
"""Class for representing an HTML tag."""
def __init__(
self,
elements: list[str],
tag: str,
attributes: dict[str, str] | None = None,
) -> None:
self.tag = tag
self.elements = elements
self.attributes = attributes
def __enter__(self)... | Tag |
python | huggingface__transformers | src/transformers/models/openai/modeling_openai.py | {
"start": 20794,
"end": 26565
} | class ____(OpenAIGPTPreTrainedModel):
_tied_weights_keys = {"transformer.tokens_embed.weight": "lm_head.weight"}
def __init__(self, config):
super().__init__(config)
config.num_labels = 1
self.transformer = OpenAIGPTModel(config)
self.lm_head = nn.Linear(config.n_embd, config.v... | OpenAIGPTDoubleHeadsModel |
python | dagster-io__dagster | python_modules/automation/automation_tests/dagster_dev_tests/ai_review_tests/test_ai_review_analyze.py | {
"start": 95,
"end": 1782
} | class ____:
"""Basic smoke tests for the ai-review-analyze command."""
def test_import_and_basic_structure(self):
"""Test that command can be imported and has expected structure."""
from automation.dagster_dev.commands.ai_review_analyze import ai_review_analyze
assert ai_review_analyze... | TestAiReviewAnalyze |
python | pytorch__pytorch | test/dynamo/cpython/3_13/test_iter.py | {
"start": 3430,
"end": 3511
} | class ____:
def __iter__(self):
raise ZeroDivisionError
| BadIterableClass |
python | encode__django-rest-framework | rest_framework/schemas/coreapi.py | {
"start": 1478,
"end": 2619
} | class ____(dict):
def __init__(self):
self.links = []
self.methods_counter = Counter()
super().__init__()
def get_available_key(self, preferred_key):
if preferred_key not in self:
return preferred_key
while True:
current_val = self.methods_counte... | LinkNode |
python | dagster-io__dagster | python_modules/libraries/dagster-airbyte/dagster_airbyte/managed/generated/sources.py | {
"start": 80565,
"end": 81768
} | class ____(GeneratedAirbyteSource):
@public
def __init__(
self,
name: str,
start_date: str,
access_key: str,
base: Optional[str] = None,
ignore_weekends: Optional[bool] = None,
):
"""Airbyte Source for Exchange Rates.
Documentation can be foun... | ExchangeRatesSource |
python | realpython__materials | queue/src/queues.py | {
"start": 1100,
"end": 1863
} | class ____(IterableMixin):
def __init__(self):
super().__init__()
self._elements_by_value = {}
self._elements = []
self._counter = count()
def __setitem__(self, unique_value, priority):
if unique_value in self._elements_by_value:
self._elements_by_value[uniqu... | MutableMinHeap |
python | gevent__gevent | src/gevent/tests/test__core_timer.py | {
"start": 283,
"end": 1927
} | class ____(TestCase):
__timeout__ = LARGE_TIMEOUT
repeat = 0
timer_duration = 0.001
def setUp(self):
super(Test, self).setUp()
self.called = []
self.loop = config.loop(default=False)
self.timer = self.loop.timer(self.timer_duration, repeat=self.repeat)
assert no... | Test |
python | streamlit__streamlit | lib/streamlit/vendor/pympler/asizeof.py | {
"start": 52762,
"end": 87966
} | class ____(object):
"""Sizer state and options to accumulate sizes."""
_above_ = 1024 # rank only objs of size 1K+
_align_ = 8 # alignment, power-of-2
_clip_ = 80
_code_ = False
_cutoff_ = 0 # in percent
_derive_ = False
_detail_ = 0 # for Asized only
_frames_ = False
_infer... | Asizer |
python | PrefectHQ__prefect | src/integrations/prefect-aws/prefect_aws/workers/ecs_worker.py | {
"start": 8146,
"end": 15455
} | class ____(BaseJobConfiguration):
"""
Job configuration for an ECS worker.
"""
aws_credentials: Optional[AwsCredentials] = Field(default_factory=AwsCredentials)
task_definition: Dict[str, Any] = Field(
default_factory=dict,
json_schema_extra=dict(template=_default_task_definition_te... | ECSJobConfiguration |
python | huggingface__transformers | src/transformers/models/swin2sr/modeling_swin2sr.py | {
"start": 18953,
"end": 24791
} | class ____(nn.Module):
def __init__(
self, config, dim, input_resolution, num_heads, drop_path_rate=0.0, shift_size=0, pretrained_window_size=0
):
super().__init__()
self.input_resolution = input_resolution
window_size, shift_size = self._compute_window_shift(
(config... | Swin2SRLayer |
python | sqlalchemy__sqlalchemy | test/dialect/oracle/test_types.py | {
"start": 49995,
"end": 54144
} | class ____(fixtures.TestBase):
__only_on__ = ("oracle+cx_oracle", "oracle+oracledb")
__backend__ = True
@testing.combinations(
(SmallInteger, 25, int, False),
(Integer, 25, int, False),
(Numeric(10, 8), decimal.Decimal("25.34534"), None, False),
(oracle.FLOAT(15), 25.34534, ... | SetInputSizesTest |
python | apache__airflow | docker-tests/tests/docker_tests/test_prod_image.py | {
"start": 2110,
"end": 3521
} | class ____:
def test_without_command(self, default_docker_image):
"""Checking the image without a command. It should return non-zero exit code."""
with pytest.raises(DockerException) as ctx:
run_cmd_in_docker(image=default_docker_image)
assert ctx.value.return_code == 2
def ... | TestCommands |
python | getsentry__sentry | tests/sentry/uptime/endpoints/test_validators.py | {
"start": 1638,
"end": 3941
} | class ____(TestCase):
def get_valid_data(self, **kwargs):
return {
"url": kwargs.get("url", "https://www.google.com"),
"interval_seconds": kwargs.get(
"interval_seconds", UptimeSubscription.IntervalSeconds.ONE_MINUTE
),
"timeout_ms": kwargs.get... | UptimeMonitorDataSourceValidatorTest |
python | PrefectHQ__prefect | src/prefect/client/schemas/filters.py | {
"start": 18292,
"end": 18702
} | class ____(PrefectBaseModel):
"""Filter by `Log.level`."""
ge_: Optional[int] = Field(
default=None,
description="Include logs with a level greater than or equal to this level",
examples=[20],
)
le_: Optional[int] = Field(
default=None,
description="Include logs... | LogFilterLevel |
python | run-llama__llama_index | llama-index-integrations/readers/llama-index-readers-web/llama_index/readers/web/firecrawl_web/base.py | {
"start": 250,
"end": 37193
} | class ____(BasePydanticReader):
"""
turn a url to llm accessible markdown with `Firecrawl.dev`.
Args:
api_key (str): The Firecrawl API key.
api_url (Optional[str]): Optional base URL for Firecrawl deployment
mode (Optional[str]):
The mode to run the loader in. Default is... | FireCrawlWebReader |
python | getsentry__sentry | tests/sentry/data_secrecy/test_service.py | {
"start": 458,
"end": 5030
} | class ____(TestCase):
def setUp(self) -> None:
self.organization = self.create_organization()
self.organization_2 = self.create_organization()
def test_get_effective_waiver_status_with_active_grant(self) -> None:
now = datetime.now(tz=timezone.utc)
grant_start = now - timedelta(... | TestDataAccessGrantService |
python | agronholm__apscheduler | src/apscheduler/eventbrokers/local.py | {
"start": 183,
"end": 613
} | class ____(BaseEventBroker):
"""
Asynchronous, local event broker.
This event broker only broadcasts within the process it runs in, and is therefore
not suitable for multi-node or multiprocess use cases.
Does not serialize events.
"""
def __repr__(self) -> str:
return create_repr(... | LocalEventBroker |
python | PyCQA__pylint | tests/functional/ext/typing/typing_deprecated_alias.py | {
"start": 2227,
"end": 2325
} | class ____(TypedDict):
my_var: List[int] # [deprecated-typing-alias]
@dataclass
| CustomTypedDict2 |
python | huggingface__transformers | src/transformers/models/oneformer/convert_to_hf_oneformer.py | {
"start": 7733,
"end": 9145
} | class ____:
def __call__(self, original_config: object, model_repo: str) -> OneFormerProcessor:
model = original_config.MODEL
model_input = original_config.INPUT
dataset_catalog = MetadataCatalog.get(original_config.DATASETS.TEST_PANOPTIC[0])
if "ade20k" in model_repo:
c... | OriginalOneFormerConfigToProcessorConverter |
python | getsentry__sentry | tests/snuba/api/endpoints/test_organization_metrics_meta.py | {
"start": 217,
"end": 4840
} | class ____(MetricsEnhancedPerformanceTestCase):
def setUp(self) -> None:
super().setUp()
self.min_ago = before_now(minutes=1)
self.two_min_ago = before_now(minutes=2)
self.features = {
"organizations:performance-use-metrics": True,
}
self.login_as(user=sel... | OrganizationMetricsCompatiblity |
python | cython__cython | Cython/Debugger/libpython.py | {
"start": 5749,
"end": 14710
} | class ____:
"""
Class wrapping a gdb.Value that's either a (PyObject*) within the
inferior process, or some subclass pointer e.g. (PyBytesObject*)
There will be a subclass for every refined PyObject type that we care
about.
Note that at every stage the underlying pointer could be NULL, point
... | PyObjectPtr |
python | sympy__sympy | sympy/physics/mechanics/pathway.py | {
"start": 9692,
"end": 17832
} | class ____(PathwayBase):
"""Obstacle-set pathway between a set of attachment points.
Explanation
===========
An obstacle-set pathway forms a series of straight-line segment between
pairs of consecutive points in a set of points. It is similar to multiple
linear pathways joined end-to-end. It w... | ObstacleSetPathway |
python | pypa__pipenv | pipenv/vendor/click/core.py | {
"start": 44709,
"end": 56511
} | class ____(BaseCommand):
"""Commands are the basic building block of command line interfaces in
Click. A basic command handles command line parsing and might dispatch
more parsing to commands nested below it.
:param name: the name of the command to use unless a group overrides it.
:param context_s... | Command |
python | pallets__werkzeug | src/werkzeug/datastructures/structures.py | {
"start": 27446,
"end": 32510
} | class ____(ImmutableMultiDictMixin[K, V], MultiDict[K, V]): # type: ignore[misc]
"""A read only :class:`MultiDict` that you can pass multiple :class:`MultiDict`
instances as sequence and it will combine the return values of all wrapped
dicts:
>>> from werkzeug.datastructures import CombinedMultiDict, ... | CombinedMultiDict |
python | django__django | tests/aggregation/models.py | {
"start": 1031,
"end": 1286
} | class ____(models.Model):
name = models.CharField(max_length=255)
books = models.ManyToManyField(Book)
original_opening = models.DateTimeField()
friday_night_closing = models.TimeField()
def __str__(self):
return self.name
| Store |
python | ray-project__ray | python/ray/_private/ray_logging/__init__.py | {
"start": 7791,
"end": 13219
} | class ____:
def __init__(
self,
agg_window_s: int,
allow_re: Optional[str],
skip_re: Optional[str],
*,
_timesource=None,
):
self.agg_window_s = agg_window_s
if allow_re:
self.allow_re = re.compile(allow_re)
else:
sel... | LogDeduplicator |
python | scipy__scipy | scipy/stats/_multivariate.py | {
"start": 37100,
"end": 49867
} | class ____(multi_rv_generic):
r"""A matrix normal random variable.
The `mean` keyword specifies the mean. The `rowcov` keyword specifies the
among-row covariance matrix. The 'colcov' keyword specifies the
among-column covariance matrix.
Methods
-------
pdf(X, mean=None, rowcov=1, colcov=1)... | matrix_normal_gen |
python | ZoranPandovski__al-go-rithms | others/synchronization/ProducerConsumer/Python/producer_consumer.py | {
"start": 998,
"end": 1533
} | class ____(Thread):
def run(self):
global queue
while True:
condition.acquire()
#lock.acquire()
if not Q:
print("Q empty : consumer is waiting!")
condition.wait()
print("producer added some item and notified the cons... | Consumer |
python | PrefectHQ__prefect | src/integrations/prefect-dbt/prefect_dbt/core/settings.py | {
"start": 650,
"end": 3857
} | class ____(BaseSettings):
"""
dbt settings that directly affect the PrefectDbtRunner.
These settings will be collected automatically from their corresponding 'DBT_'-prefixed environment variables.
If a setting is not set in the environment or in the fields of this class, the default value will be used.
... | PrefectDbtSettings |
python | qdrant__qdrant-client | qdrant_client/http/models/models.py | {
"start": 145792,
"end": 146762
} | class ____(BaseModel):
"""
Config of single vector data storage
"""
size: int = Field(..., description="Size/dimensionality of the vectors used")
distance: "Distance" = Field(..., description="Config of single vector data storage")
storage_type: "VectorStorageType" = Field(..., description="Con... | VectorDataConfig |
python | google__pytype | pytype/rewrite/abstract/functions.py | {
"start": 1226,
"end": 2145
} | class ____(Protocol):
"""Protocol for a VM frame."""
name: str
final_locals: Mapping[str, base.BaseValue]
stack: Sequence['FrameType']
functions: Sequence['InterpreterFunction']
classes: Sequence[Any]
def make_child_frame(
self,
func: 'InterpreterFunction',
initial_locals: Mapping[str,... | FrameType |
python | ray-project__ray | python/ray/llm/tests/batch/cpu/processor/test_processor_base.py | {
"start": 9116,
"end": 12342
} | class ____:
def test_valid_concurrency(self):
config = vLLMEngineProcessorConfig(
model_source="unsloth/Llama-3.2-1B-Instruct",
concurrency=(1, 2),
)
assert config.concurrency == (1, 2)
config = vLLMEngineProcessorConfig(
model_source="unsloth/Lla... | TestProcessorConfig |
python | allegroai__clearml | clearml/debugging/log.py | {
"start": 2949,
"end": 9576
} | class ____(object):
__base_logger = None
@classmethod
def get_base_logger(
cls,
level: Optional[Union[str, int]] = None,
stream: Union[None, TextIO] = sys.stdout,
colored: bool = False,
) -> PickledLogger:
if LoggerRoot.__base_logger:
return LoggerRoo... | LoggerRoot |
python | protocolbuffers__protobuf | python/google/protobuf/internal/well_known_types.py | {
"start": 11450,
"end": 19302
} | class ____(object):
"""Class for Duration message type."""
__slots__ = ()
def ToJsonString(self):
"""Converts Duration to string format.
Returns:
A string converted from self. The string format will contains
3, 6, or 9 fractional digits depending on the precision required to
represent... | Duration |
python | mlflow__mlflow | mlflow/genai/judges/adapters/databricks_adapter.py | {
"start": 13671,
"end": 21457
} | class ____:
response: str
request_id: str | None
num_prompt_tokens: int | None
num_completion_tokens: int | None
def _parse_databricks_model_response(
res_json: dict[str, Any], headers: dict[str, Any]
) -> InvokeDatabricksModelOutput:
"""
Parse and validate the response from a Databricks m... | InvokeDatabricksModelOutput |
python | fastapi__sqlmodel | docs_src/tutorial/code_structure/tutorial001_py310/models.py | {
"start": 268,
"end": 602
} | class ____(SQLModel, table=True):
id: int | None = Field(default=None, primary_key=True)
name: str = Field(index=True)
secret_name: str
age: int | None = Field(default=None, index=True)
team_id: int | None = Field(default=None, foreign_key="team.id")
team: Team | None = Relationship(back_popula... | Hero |
python | explosion__spaCy | spacy/lang/bg/__init__.py | {
"start": 399,
"end": 805
} | class ____(BaseDefaults):
lex_attr_getters = dict(Language.Defaults.lex_attr_getters)
lex_attr_getters[LANG] = lambda text: "bg"
lex_attr_getters.update(LEX_ATTRS)
stop_words = STOP_WORDS
tokenizer_exceptions = update_exc(BASE_EXCEPTIONS, TOKENIZER_EXCEPTIONS)
suffixes = COMBINING_DIACRITICS_T... | BulgarianDefaults |
python | keras-team__keras | keras/src/metrics/accuracy_metrics.py | {
"start": 15166,
"end": 18274
} | class ____(reduction_metrics.MeanMetricWrapper):
"""Computes how often integer targets are in the top `K` predictions.
By default, the arguments expected by `update_state()` are:
- `y_true`: a tensor of shape `(batch_size)` representing indices of true
categories.
- `y_pred`: a tensor of shape ... | SparseTopKCategoricalAccuracy |
python | tensorflow__tensorflow | tensorflow/python/util/serialization_test.py | {
"start": 892,
"end": 1223
} | class ____(test.TestCase):
def test_serialize_shape(self):
round_trip = json.loads(json.dumps(
tensor_shape.TensorShape([None, 2, 3]),
default=serialization.get_json_type))
self.assertIs(round_trip[0], None)
self.assertEqual(round_trip[1], 2)
if __name__ == "__main__":
test.main()
| SerializationTests |
python | ansible__ansible | lib/ansible/plugins/action/dnf.py | {
"start": 392,
"end": 3664
} | class ____(ActionBase):
TRANSFERS_FILES = False
def run(self, tmp=None, task_vars=None):
self._supports_check_mode = True
self._supports_async = True
result = super(ActionModule, self).run(tmp, task_vars)
del tmp # tmp no longer has any effect
# Carry-over concept fr... | ActionModule |
python | scikit-learn__scikit-learn | sklearn/mixture/tests/test_gaussian_mixture.py | {
"start": 2793,
"end": 55651
} | class ____:
def __init__(
self,
rng,
n_samples=200,
n_components=2,
n_features=2,
scale=50,
dtype=np.float64,
):
self.n_samples = n_samples
self.n_components = n_components
self.n_features = n_features
self.weights = rng.ra... | RandomData |
python | docker__docker-py | tests/unit/utils_test.py | {
"start": 15925,
"end": 16629
} | class ____(unittest.TestCase):
longMessage = True
def test_convert_filters(self):
tests = [
({'dangling': True}, '{"dangling": ["true"]}'),
({'dangling': "true"}, '{"dangling": ["true"]}'),
({'exited': 0}, '{"exited": ["0"]}'),
({'exited': [0, 1]}, '{"exi... | UtilsTest |
python | django-mptt__django-mptt | mptt/admin.py | {
"start": 1232,
"end": 4581
} | class ____(ModelAdmin):
"""
A basic admin class that displays tree items according to their position in
the tree. No extra editing functionality beyond what Django admin normally
offers.
"""
if IS_GRAPPELLI_INSTALLED:
change_list_template = "admin/grappelli_mptt_change_list.html"
e... | MPTTModelAdmin |
python | getsentry__sentry | src/sentry/conf/types/taskworker.py | {
"start": 665,
"end": 947
} | class ____(TypedDict):
"""The schedule definition for an individual task."""
task: str
schedule: timedelta | crontab
ScheduleConfigMap = Mapping[str, ScheduleConfig]
"""A collection of schedule configuration, usually defined in application configuration"""
| ScheduleConfig |
python | PrefectHQ__prefect | tests/test_tasks.py | {
"start": 95672,
"end": 99950
} | class ____:
async def test_downstream_does_not_run_if_upstream_fails(self):
@task
def fails():
raise ValueError("Fail task!")
@flow
def bar(y):
return y
@flow
def test_flow():
f = fails.submit()
b = bar(2, wait_for=[f]... | TestSubflowWaitForTasks |
python | wandb__wandb | wandb/vendor/pygments/lexers/dotnet.py | {
"start": 14984,
"end": 19759
} | class ____(RegexLexer):
"""
For
`Visual Basic.NET <http://msdn2.microsoft.com/en-us/vbasic/default.aspx>`_
source code.
"""
name = 'VB.net'
aliases = ['vb.net', 'vbnet']
filenames = ['*.vb', '*.bas']
mimetypes = ['text/x-vbnet', 'text/x-vba'] # (?)
uni_name = '[_' + uni.combin... | VbNetLexer |
python | MongoEngine__mongoengine | mongoengine/fields.py | {
"start": 90071,
"end": 91789
} | class ____(BaseField):
"""
128-bit decimal-based floating-point field capable of emulating decimal
rounding with exact precision. This field will expose decimal.Decimal but stores the value as a
`bson.Decimal128` behind the scene, this field is intended for monetary data, scientific computations, etc.
... | Decimal128Field |
python | astropy__astropy | astropy/io/fits/header.py | {
"start": 74210,
"end": 76018
} | class ____(_CardAccessor):
"""
A class used internally by the Header class for the Header.comments
attribute access.
This object can be used to display all the keyword comments in the Header,
or look up the comments on specific keywords. It allows all the same forms
of keyword lookup as the He... | _HeaderComments |
python | huggingface__transformers | src/transformers/models/internvl/modular_internvl.py | {
"start": 14839,
"end": 16414
} | class ____(InternVLVisionPreTrainedModel):
def __init__(self, config: InternVLVisionConfig) -> None:
super().__init__(config)
self.config = config
self.embeddings = InternVLVisionEmbeddings(config)
self.encoder = InternVLVisionEncoder(config)
self.layernorm = (
... | InternVLVisionModel |
python | pytorch__pytorch | torch/_inductor/ir.py | {
"start": 238205,
"end": 239025
} | class ____(ExternKernelOut):
def __init__(self, count: int, device: torch.device) -> None:
limits = torch.iinfo(torch.int64)
super().__init__(
layout=FixedLayout(
device=device,
dtype=torch.int64,
size=[count],
),
in... | RandomSeeds |
python | pypa__warehouse | tests/unit/admin/views/test_users.py | {
"start": 3953,
"end": 4084
} | class ____:
def test_validate(self):
form = views.UserForm()
assert form.validate(), str(form.erros)
| TestUserForm |
python | ApeWorX__ape | tests/functional/test_test.py | {
"start": 14385,
"end": 15026
} | class ____:
"""
Note: Most isolation-based tests occur in `functional/test_fixtures.py`.
"""
@pytest.fixture
def registry(self):
return SnapshotRegistry()
def test_get_snapshot_id(self, registry):
actual = registry.get_snapshot_id(Scope.SESSION)
assert actual is None
... | TestSnapshotRegistry |
python | tensorflow__tensorflow | tensorflow/python/saved_model/model_utils/export_test.py | {
"start": 1422,
"end": 14261
} | class ____(test_util.TensorFlowTestCase):
def test_build_all_signature_defs_without_receiver_alternatives(self):
# Force the test to run in graph mode.
# This tests a deprecated v1 API that depends on graph-only functions such
# as build_tensor_info.
with ops.Graph().as_default():
receiver_tens... | ExportTest |
python | readthedocs__readthedocs.org | readthedocs/api/v3/views.py | {
"start": 4875,
"end": 10366
} | class ____(
APIv3Settings,
NestedViewSetMixin,
ProjectQuerySetMixin,
FlexFieldsMixin,
ProjectImportMixin,
UpdateChangeReasonMixin,
CreateModelMixin,
UpdateMixin,
UpdateModelMixin,
ReadOnlyModelViewSet,
):
model = Project
lookup_field = "slug"
lookup_url_kwarg = "proje... | ProjectsViewSetBase |
python | spyder-ide__spyder | spyder/plugins/preferences/plugin.py | {
"start": 1569,
"end": 14338
} | class ____(SpyderPluginV2):
"""
Spyder preferences plugin.
This class manages all the preference pages and tabs for all internal
and external plugins, as well enabling other plugins to add configurations
to other sections.
"""
NAME = 'preferences'
CONF_SECTION = 'preferences'
OPTIO... | Preferences |
python | django-extensions__django-extensions | django_extensions/mongodb/models.py | {
"start": 360,
"end": 654
} | class ____(Document):
"""
TimeStampedModel
An abstract base class model that provides self-managed "created" and
"modified" fields.
"""
created = CreationDateTimeField()
modified = ModificationDateTimeField()
class Meta:
abstract = True
| TimeStampedModel |
python | airbytehq__airbyte | airbyte-integrations/connectors/source-facebook-marketing/source_facebook_marketing/streams/streams.py | {
"start": 4082,
"end": 4529
} | class ____(FBMarketingIncrementalStream):
"""doc: https://developers.facebook.com/docs/marketing-api/reference/adgroup"""
entity_prefix = "ad"
status_field = "effective_status"
valid_statuses = [status.value for status in ValidAdStatuses]
def list_objects(self, params: Mapping[str, Any], account_i... | Ads |
python | davidhalter__jedi | test/completion/classes.py | {
"start": 5308,
"end": 5546
} | class ____():
def b(self):
class B():
def b(self):
return []
return B().b()
#? list()
A().b()
# -----------------
# ducktyping
# -----------------
def meth(self):
return self.a, self.b
| A |
python | dagster-io__dagster | examples/with_openai/with_openai/assets.py | {
"start": 1809,
"end": 3617
} | class ____(Config):
model: str
question: str
@asset(
compute_kind="OpenAI",
ins={
"search_index": AssetIn(partition_mapping=AllPartitionMapping()),
},
)
def completion(
context: AssetExecutionContext,
openai: OpenAIResource,
config: OpenAIConfig,
search_index: dict[str, Any... | OpenAIConfig |
python | numba__numba | numba/core/types/containers.py | {
"start": 7536,
"end": 7849
} | class ____(Type):
def __init__(self, types):
self.types = tuple(sorted(set(types), key=lambda x: x.name))
name = "Union[{}]".format(",".join(map(str, self.types)))
super(UnionType, self).__init__(name=name)
def get_type_tag(self, typ):
return self.types.index(typ)
| UnionType |
python | xlwings__xlwings | xlwings/expansion.py | {
"start": 101,
"end": 494
} | class ____:
def register(self, *aliases):
for alias in aliases:
expanders[alias] = self
def expand(self, rng):
"""
Expands a range
Arguments
---------
rng: Range
The reference range
Returns
-------
Range object: T... | Expander |
python | numpy__numpy | numpy/lib/tests/test_type_check.py | {
"start": 7847,
"end": 8808
} | class ____:
# Fixme, wrong place, isfinite now ufunc
def test_goodvalues(self):
z = np.array((-1., 0., 1.))
res = np.isfinite(z) == 1
assert_all(np.all(res, axis=0))
def test_posinf(self):
with np.errstate(divide='ignore', invalid='ignore'):
assert_all(np.isfini... | TestIsfinite |
python | boto__boto3 | tests/unit/resources/test_model.py | {
"start": 8620,
"end": 14421
} | class ____(BaseTestCase):
def test_multiple(self):
# This tests a bunch of different renames working together
model = ResourceModel(
'test',
{
'identifiers': [{'name': 'Foo'}],
'actions': {'Foo': {}},
'has': {
... | TestRenaming |
python | doocs__leetcode | solution/1200-1299/1248.Count Number of Nice Subarrays/Solution.py | {
"start": 0,
"end": 250
} | class ____:
def numberOfSubarrays(self, nums: List[int], k: int) -> int:
cnt = Counter({0: 1})
ans = t = 0
for v in nums:
t += v & 1
ans += cnt[t - k]
cnt[t] += 1
return ans
| Solution |
python | pypa__pip | src/pip/_vendor/urllib3/exceptions.py | {
"start": 232,
"end": 316
} | class ____(Warning):
"""Base warning used by this module."""
pass
| HTTPWarning |
python | joke2k__faker | faker/providers/internet/es_CL/__init__.py | {
"start": 134,
"end": 899
} | class ____(InternetProvider):
safe_email_tlds = ("com", "net", "cl", "cl")
tlds = ("com", "com", "com", "net", "org", "cl", "cl", "cl")
replacements = (
("à", "a"),
("â", "a"),
("ã", "a"),
("á", "a"),
("ç", "c"),
("é", "e"),
("ê", "e"),
("í", "... | Provider |
python | huggingface__transformers | src/transformers/models/siglip/modeling_siglip.py | {
"start": 11752,
"end": 14260
} | class ____(nn.Module):
"""Multi-headed attention from 'Attention Is All You Need' paper"""
def __init__(self, config):
super().__init__()
self.config = config
self.embed_dim = config.hidden_size
self.num_heads = config.num_attention_heads
self.head_dim = self.embed_dim /... | SiglipAttention |
python | sqlalchemy__sqlalchemy | test/orm/test_query.py | {
"start": 246559,
"end": 254495
} | class ____(QueryTest):
run_setup_mappers = "each"
@contextlib.contextmanager
def _assert_bind_args(self, session, expect_mapped_bind=True):
get_bind = mock.Mock(side_effect=session.get_bind)
with mock.patch.object(session, "get_bind", get_bind):
yield
for call_ in get_bi... | SessionBindTest |
python | python-excel__xlrd | xlrd/biffh.py | {
"start": 417,
"end": 16650
} | class ____(object):
"""
Parent of almost all other classes in the package. Defines a common
:meth:`dump` method for debugging.
"""
_repr_these = []
def dump(self, f=None, header=None, footer=None, indent=0):
"""
:param f: open file object, to which the dump is written
... | BaseObject |
python | openai__openai-python | tests/test_transform.py | {
"start": 2907,
"end": 3003
} | class ____(TypedDict):
foo: Annotated[Union[Bar4, List[Baz4]], PropertyInfo(alias="FOO")]
| Foo5 |
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